2021-02-10 15:38:53,241 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.9 (default, Aug 31 2020, 12:42:55) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: Tesla V100-SXM2-32GB CUDA_HOME: /mnt/cache/share/polaris/dep/cuda-10.1-cudnn7.6.5 NVCC: Cuda compilation tools, release 10.1, V10.1.243 GCC: gcc (GCC) 5.4.0 PyTorch: 1.7.1 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.2 Product Build 20200624 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v1.6.0 (Git Hash 5ef631a030a6f73131c77892041042805a06064f) - 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-psabi -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, TorchVision: 0.8.2 OpenCV: 4.5.1 MMCV: 1.2.6 MMCV Compiler: GCC 7.3 MMCV CUDA Compiler: 10.1 MMAction2: 0.11.0+2509c77 ------------------------------------------------------------ 2021-02-10 15:38:53,243 - mmaction - INFO - Distributed training: True 2021-02-10 15:38:53,243 - mmaction - INFO - Config: /mnt/lustre/huangbinkun/mmaction2/configs/_base_/models/tsm_r50.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='ResNetTSM', pretrained='torchvision://resnet50', depth=50, norm_eval=False, shift_div=8), cls_head=dict( type='TSMHead', num_classes=400, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.5, init_std=0.001, is_shift=True)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips='prob') /mnt/lustre/huangbinkun/mmaction2/configs/_base_/schedules/sgd_tsm_50e.py # optimizer optimizer = dict( type='SGD', constructor='TSMOptimizerConstructor', paramwise_cfg=dict(fc_lr5=True), lr=0.01, # this lr is used for 8 gpus momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[20, 40]) total_epochs = 50 /mnt/lustre/huangbinkun/mmaction2/configs/_base_/default_runtime.py checkpoint_config = dict(interval=1) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] /mnt/lustre/huangbinkun/mmaction2/configs/recognition/tsm/tsm_r50_gpu_normalize_1x1x8_50e_kinetics400_rgb.py _base_ = [ '../../_base_/models/tsm_r50.py', '../../_base_/schedules/sgd_tsm_50e.py', '../../_base_/default_runtime.py' ] module_hooks = [ dict( type='GPUNormalize', hook_pos='forward_pre', input_format='NCHW', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375]) ] # dataset settings 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') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.875, 0.75, 0.66), random_crop=False, max_wh_scale_gap=1, num_fixed_crops=13), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type=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)) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy']) # runtime settings checkpoint_config = dict(interval=5) work_dir = './work_dirs/tsm_r50_gpu_normalize_1x1x8_100e_kinetics400_rgb/' 2021-02-10 15:38:53,243 - mmaction - INFO - Set random seed to 0, deterministic: True 2021-02-10 15:38:56,030 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2021-02-10 15:38:57,795 - mmaction - INFO - Start running, host: huangbinkun@SH-IDC1-10-198-4-114, work_dir: /mnt/lustre/huangbinkun/mmaction2/work_dirs/gpu_cmp/gpu 2021-02-10 15:38:57,795 - mmaction - INFO - workflow: [('train', 1)], max: 50 epochs 2021-02-10 15:41:32,613 - mmaction - INFO - Epoch [1][20/3757] lr: 1.000e-02, eta: 16 days, 19:39:12, time: 7.737, data_time: 7.190, memory: 7076, top1_acc: 0.0047, top5_acc: 0.0289, loss_cls: 6.2412, loss: 6.2412, grad_norm: 3.6014 2021-02-10 15:41:41,471 - mmaction - INFO - Epoch [1][40/3757] lr: 1.000e-02, eta: 8 days, 21:22:01, time: 0.443, data_time: 0.003, memory: 7076, top1_acc: 0.0211, top5_acc: 0.0727, loss_cls: 6.1459, loss: 6.1459, grad_norm: 3.9687 2021-02-10 15:41:50,002 - mmaction - INFO - Epoch [1][60/3757] lr: 1.000e-02, eta: 6 days, 5:38:55, time: 0.427, data_time: 0.006, memory: 7076, top1_acc: 0.0531, top5_acc: 0.1352, loss_cls: 5.6866, loss: 5.6866, grad_norm: 4.0457 2021-02-10 15:41:58,264 - mmaction - INFO - Epoch [1][80/3757] lr: 1.000e-02, eta: 4 days, 21:36:46, time: 0.413, data_time: 0.013, memory: 7076, top1_acc: 0.0703, top5_acc: 0.1805, loss_cls: 5.2583, loss: 5.2583, grad_norm: 4.4944 2021-02-10 15:42:08,051 - mmaction - INFO - Epoch [1][100/3757] lr: 1.000e-02, eta: 4 days, 3:11:03, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.0953, top5_acc: 0.2258, loss_cls: 4.9892, loss: 4.9892, grad_norm: 4.9360 2021-02-10 15:42:16,853 - mmaction - INFO - Epoch [1][120/3757] lr: 1.000e-02, eta: 3 days, 14:26:08, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.1078, top5_acc: 0.2289, loss_cls: 4.8733, loss: 4.8733, grad_norm: 5.1180 2021-02-10 15:42:25,131 - mmaction - INFO - Epoch [1][140/3757] lr: 1.000e-02, eta: 3 days, 5:11:22, time: 0.417, data_time: 0.041, memory: 7076, top1_acc: 0.0961, top5_acc: 0.2672, loss_cls: 4.7366, loss: 4.7366, grad_norm: 5.3126 2021-02-10 15:42:36,854 - mmaction - INFO - Epoch [1][160/3757] lr: 1.000e-02, eta: 2 days, 23:20:25, time: 0.584, data_time: 0.002, memory: 7076, top1_acc: 0.0914, top5_acc: 0.2898, loss_cls: 4.5871, loss: 4.5871, grad_norm: 5.5583 2021-02-10 15:42:45,391 - mmaction - INFO - Epoch [1][180/3757] lr: 1.000e-02, eta: 2 days, 17:53:30, time: 0.429, data_time: 0.004, memory: 7076, top1_acc: 0.1367, top5_acc: 0.3094, loss_cls: 4.4969, loss: 4.4969, grad_norm: 5.6366 2021-02-10 15:42:56,736 - mmaction - INFO - Epoch [1][200/3757] lr: 1.000e-02, eta: 2 days, 14:14:18, time: 0.564, data_time: 0.001, memory: 7076, top1_acc: 0.1328, top5_acc: 0.3195, loss_cls: 4.3974, loss: 4.3974, grad_norm: 5.9399 2021-02-10 15:43:04,814 - mmaction - INFO - Epoch [1][220/3757] lr: 1.000e-02, eta: 2 days, 10:29:52, time: 0.406, data_time: 0.005, memory: 7076, top1_acc: 0.1398, top5_acc: 0.3336, loss_cls: 4.3096, loss: 4.3096, grad_norm: 5.8037 2021-02-10 15:43:14,285 - mmaction - INFO - Epoch [1][240/3757] lr: 1.000e-02, eta: 2 days, 7:39:55, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.1313, top5_acc: 0.3531, loss_cls: 4.2489, loss: 4.2489, grad_norm: 5.8926 2021-02-10 15:43:22,868 - mmaction - INFO - Epoch [1][260/3757] lr: 1.000e-02, eta: 2 days, 5:06:32, time: 0.432, data_time: 0.004, memory: 7076, top1_acc: 0.1437, top5_acc: 0.3375, loss_cls: 4.3248, loss: 4.3248, grad_norm: 6.0380 2021-02-10 15:43:31,952 - mmaction - INFO - Epoch [1][280/3757] lr: 1.000e-02, eta: 2 days, 3:00:01, time: 0.454, data_time: 0.000, memory: 7076, top1_acc: 0.1523, top5_acc: 0.3461, loss_cls: 4.2917, loss: 4.2917, grad_norm: 5.9874 2021-02-10 15:43:40,297 - mmaction - INFO - Epoch [1][300/3757] lr: 1.000e-02, eta: 2 days, 1:02:34, time: 0.417, data_time: 0.004, memory: 7076, top1_acc: 0.1531, top5_acc: 0.3789, loss_cls: 4.1702, loss: 4.1702, grad_norm: 5.8891 2021-02-10 15:43:48,761 - mmaction - INFO - Epoch [1][320/3757] lr: 1.000e-02, eta: 1 day, 23:21:08, time: 0.424, data_time: 0.002, memory: 7076, top1_acc: 0.1820, top5_acc: 0.4070, loss_cls: 4.0063, loss: 4.0063, grad_norm: 5.8741 2021-02-10 15:43:58,625 - mmaction - INFO - Epoch [1][340/3757] lr: 1.000e-02, eta: 1 day, 22:04:05, time: 0.491, data_time: 0.012, memory: 7076, top1_acc: 0.1734, top5_acc: 0.3969, loss_cls: 4.0577, loss: 4.0577, grad_norm: 5.9560 2021-02-10 15:44:07,112 - mmaction - INFO - Epoch [1][360/3757] lr: 1.000e-02, eta: 1 day, 20:44:07, time: 0.426, data_time: 0.003, memory: 7076, top1_acc: 0.1609, top5_acc: 0.3773, loss_cls: 4.1502, loss: 4.1502, grad_norm: 6.0920 2021-02-10 15:44:16,224 - mmaction - INFO - Epoch [1][380/3757] lr: 1.000e-02, eta: 1 day, 19:37:31, time: 0.456, data_time: 0.017, memory: 7076, top1_acc: 0.1781, top5_acc: 0.4055, loss_cls: 4.0029, loss: 4.0029, grad_norm: 6.0587 2021-02-10 15:44:25,681 - mmaction - INFO - Epoch [1][400/3757] lr: 1.000e-02, eta: 1 day, 18:40:04, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.1867, top5_acc: 0.3969, loss_cls: 3.9828, loss: 3.9828, grad_norm: 5.8726 2021-02-10 15:44:35,068 - mmaction - INFO - Epoch [1][420/3757] lr: 1.000e-02, eta: 1 day, 17:46:50, time: 0.463, data_time: 0.005, memory: 7076, top1_acc: 0.1883, top5_acc: 0.4094, loss_cls: 3.9728, loss: 3.9728, grad_norm: 6.1948 2021-02-10 15:44:44,335 - mmaction - INFO - Epoch [1][440/3757] lr: 1.000e-02, eta: 1 day, 16:59:26, time: 0.470, data_time: 0.010, memory: 7076, top1_acc: 0.1930, top5_acc: 0.4211, loss_cls: 3.9201, loss: 3.9201, grad_norm: 5.9719 2021-02-10 15:44:53,521 - mmaction - INFO - Epoch [1][460/3757] lr: 1.000e-02, eta: 1 day, 16:14:32, time: 0.459, data_time: 0.001, memory: 7076, top1_acc: 0.1945, top5_acc: 0.4141, loss_cls: 3.8774, loss: 3.8774, grad_norm: 6.0606 2021-02-10 15:45:01,018 - mmaction - INFO - Epoch [1][480/3757] lr: 1.000e-02, eta: 1 day, 15:22:26, time: 0.375, data_time: 0.004, memory: 7076, top1_acc: 0.2172, top5_acc: 0.4234, loss_cls: 3.8197, loss: 3.8197, grad_norm: 6.1312 2021-02-10 15:45:09,947 - mmaction - INFO - Epoch [1][500/3757] lr: 1.000e-02, eta: 1 day, 14:43:33, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.1906, top5_acc: 0.4500, loss_cls: 3.8355, loss: 3.8355, grad_norm: 6.0117 2021-02-10 15:45:19,075 - mmaction - INFO - Epoch [1][520/3757] lr: 1.000e-02, eta: 1 day, 14:08:35, time: 0.455, data_time: 0.001, memory: 7076, top1_acc: 0.2227, top5_acc: 0.4617, loss_cls: 3.7357, loss: 3.7357, grad_norm: 6.0938 2021-02-10 15:45:28,947 - mmaction - INFO - Epoch [1][540/3757] lr: 1.000e-02, eta: 1 day, 13:40:38, time: 0.493, data_time: 0.002, memory: 7076, top1_acc: 0.2102, top5_acc: 0.4289, loss_cls: 3.8227, loss: 3.8227, grad_norm: 6.2988 2021-02-10 15:45:37,653 - mmaction - INFO - Epoch [1][560/3757] lr: 1.000e-02, eta: 1 day, 13:08:24, time: 0.437, data_time: 0.049, memory: 7076, top1_acc: 0.2070, top5_acc: 0.4445, loss_cls: 3.7973, loss: 3.7973, grad_norm: 6.1308 2021-02-10 15:45:46,665 - mmaction - INFO - Epoch [1][580/3757] lr: 1.000e-02, eta: 1 day, 12:39:27, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.2156, top5_acc: 0.4578, loss_cls: 3.7298, loss: 3.7298, grad_norm: 6.2116 2021-02-10 15:45:55,119 - mmaction - INFO - Epoch [1][600/3757] lr: 1.000e-02, eta: 1 day, 12:10:12, time: 0.426, data_time: 0.004, memory: 7076, top1_acc: 0.2242, top5_acc: 0.4750, loss_cls: 3.6914, loss: 3.6914, grad_norm: 6.1302 2021-02-10 15:46:04,023 - mmaction - INFO - Epoch [1][620/3757] lr: 1.000e-02, eta: 1 day, 11:44:22, time: 0.441, data_time: 0.001, memory: 7076, top1_acc: 0.2211, top5_acc: 0.4922, loss_cls: 3.6475, loss: 3.6475, grad_norm: 6.3110 2021-02-10 15:46:14,447 - mmaction - INFO - Epoch [1][640/3757] lr: 1.000e-02, eta: 1 day, 11:28:19, time: 0.525, data_time: 0.023, memory: 7076, top1_acc: 0.2258, top5_acc: 0.4586, loss_cls: 3.7492, loss: 3.7492, grad_norm: 6.1644 2021-02-10 15:46:21,787 - mmaction - INFO - Epoch [1][660/3757] lr: 1.000e-02, eta: 1 day, 10:58:20, time: 0.367, data_time: 0.002, memory: 7076, top1_acc: 0.2117, top5_acc: 0.4539, loss_cls: 3.7765, loss: 3.7765, grad_norm: 6.1729 2021-02-10 15:46:30,619 - mmaction - INFO - Epoch [1][680/3757] lr: 1.000e-02, eta: 1 day, 10:36:53, time: 0.441, data_time: 0.001, memory: 7076, top1_acc: 0.2242, top5_acc: 0.4672, loss_cls: 3.6730, loss: 3.6730, grad_norm: 6.0305 2021-02-10 15:46:40,768 - mmaction - INFO - Epoch [1][700/3757] lr: 1.000e-02, eta: 1 day, 10:22:29, time: 0.507, data_time: 0.002, memory: 7076, top1_acc: 0.2172, top5_acc: 0.4453, loss_cls: 3.7781, loss: 3.7781, grad_norm: 6.1728 2021-02-10 15:46:49,416 - mmaction - INFO - Epoch [1][720/3757] lr: 1.000e-02, eta: 1 day, 10:02:26, time: 0.432, data_time: 0.002, memory: 7076, top1_acc: 0.2203, top5_acc: 0.4719, loss_cls: 3.7215, loss: 3.7215, grad_norm: 6.0881 2021-02-10 15:46:57,844 - mmaction - INFO - Epoch [1][740/3757] lr: 1.000e-02, eta: 1 day, 9:42:39, time: 0.423, data_time: 0.003, memory: 7076, top1_acc: 0.2211, top5_acc: 0.4875, loss_cls: 3.5637, loss: 3.5637, grad_norm: 6.2028 2021-02-10 15:47:07,079 - mmaction - INFO - Epoch [1][760/3757] lr: 1.000e-02, eta: 1 day, 9:26:52, time: 0.459, data_time: 0.015, memory: 7076, top1_acc: 0.2289, top5_acc: 0.4766, loss_cls: 3.6508, loss: 3.6508, grad_norm: 6.1916 2021-02-10 15:47:18,822 - mmaction - INFO - Epoch [1][780/3757] lr: 1.000e-02, eta: 1 day, 9:22:14, time: 0.588, data_time: 0.005, memory: 7076, top1_acc: 0.2367, top5_acc: 0.4891, loss_cls: 3.5591, loss: 3.5591, grad_norm: 6.0678 2021-02-10 15:47:27,134 - mmaction - INFO - Epoch [1][800/3757] lr: 1.000e-02, eta: 1 day, 9:04:23, time: 0.416, data_time: 0.004, memory: 7076, top1_acc: 0.2313, top5_acc: 0.4758, loss_cls: 3.6742, loss: 3.6742, grad_norm: 6.2505 2021-02-10 15:47:36,515 - mmaction - INFO - Epoch [1][820/3757] lr: 1.000e-02, eta: 1 day, 8:51:17, time: 0.467, data_time: 0.004, memory: 7076, top1_acc: 0.2508, top5_acc: 0.5055, loss_cls: 3.5122, loss: 3.5122, grad_norm: 6.1340 2021-02-10 15:47:45,333 - mmaction - INFO - Epoch [1][840/3757] lr: 1.000e-02, eta: 1 day, 8:36:54, time: 0.442, data_time: 0.004, memory: 7076, top1_acc: 0.2320, top5_acc: 0.4938, loss_cls: 3.5942, loss: 3.5942, grad_norm: 6.4999 2021-02-10 15:47:53,623 - mmaction - INFO - Epoch [1][860/3757] lr: 1.000e-02, eta: 1 day, 8:21:25, time: 0.417, data_time: 0.004, memory: 7076, top1_acc: 0.2578, top5_acc: 0.5078, loss_cls: 3.5012, loss: 3.5012, grad_norm: 6.2400 2021-02-10 15:48:02,343 - mmaction - INFO - Epoch [1][880/3757] lr: 1.000e-02, eta: 1 day, 8:07:55, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.2391, top5_acc: 0.5016, loss_cls: 3.4997, loss: 3.4997, grad_norm: 6.1534 2021-02-10 15:48:10,692 - mmaction - INFO - Epoch [1][900/3757] lr: 1.000e-02, eta: 1 day, 7:53:50, time: 0.418, data_time: 0.002, memory: 7076, top1_acc: 0.2406, top5_acc: 0.4891, loss_cls: 3.5334, loss: 3.5334, grad_norm: 6.1790 2021-02-10 15:48:20,348 - mmaction - INFO - Epoch [1][920/3757] lr: 1.000e-02, eta: 1 day, 7:44:38, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.2531, top5_acc: 0.4961, loss_cls: 3.4895, loss: 3.4895, grad_norm: 6.3600 2021-02-10 15:48:28,148 - mmaction - INFO - Epoch [1][940/3757] lr: 1.000e-02, eta: 1 day, 7:29:42, time: 0.389, data_time: 0.003, memory: 7076, top1_acc: 0.2289, top5_acc: 0.4891, loss_cls: 3.5694, loss: 3.5694, grad_norm: 5.9232 2021-02-10 15:48:38,855 - mmaction - INFO - Epoch [1][960/3757] lr: 1.000e-02, eta: 1 day, 7:25:00, time: 0.537, data_time: 0.006, memory: 7076, top1_acc: 0.2437, top5_acc: 0.5023, loss_cls: 3.4519, loss: 3.4519, grad_norm: 6.1183 2021-02-10 15:48:47,505 - mmaction - INFO - Epoch [1][980/3757] lr: 1.000e-02, eta: 1 day, 7:13:42, time: 0.431, data_time: 0.002, memory: 7076, top1_acc: 0.2477, top5_acc: 0.5328, loss_cls: 3.4250, loss: 3.4250, grad_norm: 6.1182 2021-02-10 15:48:57,027 - mmaction - INFO - Epoch [1][1000/3757] lr: 1.000e-02, eta: 1 day, 7:05:48, time: 0.478, data_time: 0.005, memory: 7076, top1_acc: 0.2727, top5_acc: 0.5227, loss_cls: 3.4178, loss: 3.4178, grad_norm: 6.1901 2021-02-10 15:49:05,695 - mmaction - INFO - Epoch [1][1020/3757] lr: 1.000e-02, eta: 1 day, 6:55:20, time: 0.431, data_time: 0.002, memory: 7076, top1_acc: 0.2469, top5_acc: 0.5102, loss_cls: 3.4806, loss: 3.4806, grad_norm: 6.2610 2021-02-10 15:49:14,868 - mmaction - INFO - Epoch [1][1040/3757] lr: 1.000e-02, eta: 1 day, 6:46:54, time: 0.458, data_time: 0.004, memory: 7076, top1_acc: 0.2375, top5_acc: 0.5125, loss_cls: 3.4656, loss: 3.4656, grad_norm: 6.3886 2021-02-10 15:49:22,390 - mmaction - INFO - Epoch [1][1060/3757] lr: 1.000e-02, eta: 1 day, 6:34:03, time: 0.378, data_time: 0.006, memory: 7076, top1_acc: 0.2594, top5_acc: 0.5203, loss_cls: 3.4119, loss: 3.4119, grad_norm: 6.3509 2021-02-10 15:49:31,318 - mmaction - INFO - Epoch [1][1080/3757] lr: 1.000e-02, eta: 1 day, 6:25:41, time: 0.448, data_time: 0.003, memory: 7076, top1_acc: 0.2469, top5_acc: 0.4883, loss_cls: 3.5963, loss: 3.5963, grad_norm: 6.3953 2021-02-10 15:49:41,192 - mmaction - INFO - Epoch [1][1100/3757] lr: 1.000e-02, eta: 1 day, 6:20:15, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.2711, top5_acc: 0.5508, loss_cls: 3.3470, loss: 3.3470, grad_norm: 6.2762 2021-02-10 15:49:50,098 - mmaction - INFO - Epoch [1][1120/3757] lr: 1.000e-02, eta: 1 day, 6:12:14, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.3252, loss: 3.3252, grad_norm: 6.1168 2021-02-10 15:49:59,159 - mmaction - INFO - Epoch [1][1140/3757] lr: 1.000e-02, eta: 1 day, 6:04:59, time: 0.453, data_time: 0.003, memory: 7076, top1_acc: 0.2906, top5_acc: 0.5359, loss_cls: 3.3121, loss: 3.3121, grad_norm: 6.2399 2021-02-10 15:50:07,756 - mmaction - INFO - Epoch [1][1160/3757] lr: 1.000e-02, eta: 1 day, 5:56:38, time: 0.428, data_time: 0.002, memory: 7076, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.4420, loss: 3.4420, grad_norm: 6.1740 2021-02-10 15:50:17,237 - mmaction - INFO - Epoch [1][1180/3757] lr: 1.000e-02, eta: 1 day, 5:51:02, time: 0.475, data_time: 0.006, memory: 7076, top1_acc: 0.2633, top5_acc: 0.5250, loss_cls: 3.3958, loss: 3.3958, grad_norm: 6.3618 2021-02-10 15:50:25,396 - mmaction - INFO - Epoch [1][1200/3757] lr: 1.000e-02, eta: 1 day, 5:41:50, time: 0.402, data_time: 0.003, memory: 7076, top1_acc: 0.2695, top5_acc: 0.5305, loss_cls: 3.3647, loss: 3.3647, grad_norm: 6.1840 2021-02-10 15:50:35,686 - mmaction - INFO - Epoch [1][1220/3757] lr: 1.000e-02, eta: 1 day, 5:39:03, time: 0.522, data_time: 0.009, memory: 7076, top1_acc: 0.2633, top5_acc: 0.5430, loss_cls: 3.4014, loss: 3.4014, grad_norm: 6.1914 2021-02-10 15:50:43,778 - mmaction - INFO - Epoch [1][1240/3757] lr: 1.000e-02, eta: 1 day, 5:30:23, time: 0.403, data_time: 0.002, memory: 7076, top1_acc: 0.2633, top5_acc: 0.5219, loss_cls: 3.4133, loss: 3.4133, grad_norm: 6.2357 2021-02-10 15:50:54,649 - mmaction - INFO - Epoch [1][1260/3757] lr: 1.000e-02, eta: 1 day, 5:29:02, time: 0.546, data_time: 0.005, memory: 7076, top1_acc: 0.2680, top5_acc: 0.5312, loss_cls: 3.4099, loss: 3.4099, grad_norm: 6.2674 2021-02-10 15:51:01,885 - mmaction - INFO - Epoch [1][1280/3757] lr: 1.000e-02, eta: 1 day, 5:18:45, time: 0.361, data_time: 0.001, memory: 7076, top1_acc: 0.2758, top5_acc: 0.5258, loss_cls: 3.3601, loss: 3.3601, grad_norm: 5.9866 2021-02-10 15:51:10,980 - mmaction - INFO - Epoch [1][1300/3757] lr: 1.000e-02, eta: 1 day, 5:13:19, time: 0.456, data_time: 0.002, memory: 7076, top1_acc: 0.2719, top5_acc: 0.5242, loss_cls: 3.3778, loss: 3.3778, grad_norm: 6.1718 2021-02-10 15:51:21,981 - mmaction - INFO - Epoch [1][1320/3757] lr: 1.000e-02, eta: 1 day, 5:12:19, time: 0.547, data_time: 0.004, memory: 7076, top1_acc: 0.2750, top5_acc: 0.5508, loss_cls: 3.3001, loss: 3.3001, grad_norm: 6.2151 2021-02-10 15:51:31,166 - mmaction - INFO - Epoch [1][1340/3757] lr: 1.000e-02, eta: 1 day, 5:07:25, time: 0.462, data_time: 0.005, memory: 7076, top1_acc: 0.2945, top5_acc: 0.5437, loss_cls: 3.3449, loss: 3.3449, grad_norm: 6.2273 2021-02-10 15:51:41,013 - mmaction - INFO - Epoch [1][1360/3757] lr: 1.000e-02, eta: 1 day, 5:04:02, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.2836, top5_acc: 0.5570, loss_cls: 3.2616, loss: 3.2616, grad_norm: 6.2283 2021-02-10 15:51:49,994 - mmaction - INFO - Epoch [1][1380/3757] lr: 1.000e-02, eta: 1 day, 4:58:40, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.2922, top5_acc: 0.5586, loss_cls: 3.2307, loss: 3.2307, grad_norm: 6.3627 2021-02-10 15:51:59,936 - mmaction - INFO - Epoch [1][1400/3757] lr: 1.000e-02, eta: 1 day, 4:55:52, time: 0.500, data_time: 0.005, memory: 7076, top1_acc: 0.2719, top5_acc: 0.5531, loss_cls: 3.3501, loss: 3.3501, grad_norm: 6.4405 2021-02-10 15:52:08,624 - mmaction - INFO - Epoch [1][1420/3757] lr: 1.000e-02, eta: 1 day, 4:50:06, time: 0.431, data_time: 0.003, memory: 7076, top1_acc: 0.2719, top5_acc: 0.5445, loss_cls: 3.3093, loss: 3.3093, grad_norm: 6.2128 2021-02-10 15:52:17,645 - mmaction - INFO - Epoch [1][1440/3757] lr: 1.000e-02, eta: 1 day, 4:45:29, time: 0.454, data_time: 0.005, memory: 7076, top1_acc: 0.2773, top5_acc: 0.5516, loss_cls: 3.3272, loss: 3.3272, grad_norm: 6.1796 2021-02-10 15:52:26,632 - mmaction - INFO - Epoch [1][1460/3757] lr: 1.000e-02, eta: 1 day, 4:40:39, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.3070, top5_acc: 0.5734, loss_cls: 3.1346, loss: 3.1346, grad_norm: 6.2789 2021-02-10 15:52:34,879 - mmaction - INFO - Epoch [1][1480/3757] lr: 1.000e-02, eta: 1 day, 4:34:38, time: 0.415, data_time: 0.006, memory: 7076, top1_acc: 0.2820, top5_acc: 0.5539, loss_cls: 3.2848, loss: 3.2848, grad_norm: 6.1943 2021-02-10 15:52:44,012 - mmaction - INFO - Epoch [1][1500/3757] lr: 1.000e-02, eta: 1 day, 4:30:28, time: 0.456, data_time: 0.046, memory: 7076, top1_acc: 0.2766, top5_acc: 0.5273, loss_cls: 3.3436, loss: 3.3436, grad_norm: 6.2658 2021-02-10 15:52:52,805 - mmaction - INFO - Epoch [1][1520/3757] lr: 1.000e-02, eta: 1 day, 4:25:42, time: 0.439, data_time: 0.050, memory: 7076, top1_acc: 0.2852, top5_acc: 0.5461, loss_cls: 3.2879, loss: 3.2879, grad_norm: 6.1560 2021-02-10 15:53:01,258 - mmaction - INFO - Epoch [1][1540/3757] lr: 1.000e-02, eta: 1 day, 4:20:31, time: 0.425, data_time: 0.051, memory: 7076, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.3312, loss: 3.3312, grad_norm: 6.0457 2021-02-10 15:53:09,855 - mmaction - INFO - Epoch [1][1560/3757] lr: 1.000e-02, eta: 1 day, 4:15:29, time: 0.426, data_time: 0.002, memory: 7076, top1_acc: 0.2898, top5_acc: 0.5430, loss_cls: 3.2656, loss: 3.2656, grad_norm: 6.1683 2021-02-10 15:53:20,246 - mmaction - INFO - Epoch [1][1580/3757] lr: 1.000e-02, eta: 1 day, 4:14:22, time: 0.522, data_time: 0.005, memory: 7076, top1_acc: 0.2938, top5_acc: 0.5555, loss_cls: 3.1676, loss: 3.1676, grad_norm: 6.1451 2021-02-10 15:53:28,961 - mmaction - INFO - Epoch [1][1600/3757] lr: 1.000e-02, eta: 1 day, 4:09:53, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.2977, top5_acc: 0.5555, loss_cls: 3.2583, loss: 3.2583, grad_norm: 6.2552 2021-02-10 15:53:38,125 - mmaction - INFO - Epoch [1][1620/3757] lr: 1.000e-02, eta: 1 day, 4:06:28, time: 0.460, data_time: 0.004, memory: 7076, top1_acc: 0.3203, top5_acc: 0.5766, loss_cls: 3.1126, loss: 3.1126, grad_norm: 6.1547 2021-02-10 15:53:47,093 - mmaction - INFO - Epoch [1][1640/3757] lr: 1.000e-02, eta: 1 day, 4:02:39, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.2930, top5_acc: 0.5687, loss_cls: 3.2832, loss: 3.2832, grad_norm: 6.2796 2021-02-10 15:53:55,715 - mmaction - INFO - Epoch [1][1660/3757] lr: 1.000e-02, eta: 1 day, 3:58:20, time: 0.431, data_time: 0.003, memory: 7076, top1_acc: 0.3094, top5_acc: 0.5641, loss_cls: 3.1535, loss: 3.1535, grad_norm: 6.1626 2021-02-10 15:54:04,914 - mmaction - INFO - Epoch [1][1680/3757] lr: 1.000e-02, eta: 1 day, 3:55:09, time: 0.459, data_time: 0.003, memory: 7076, top1_acc: 0.2977, top5_acc: 0.5523, loss_cls: 3.2683, loss: 3.2683, grad_norm: 6.3331 2021-02-10 15:54:14,629 - mmaction - INFO - Epoch [1][1700/3757] lr: 1.000e-02, eta: 1 day, 3:53:00, time: 0.486, data_time: 0.003, memory: 7076, top1_acc: 0.3055, top5_acc: 0.5492, loss_cls: 3.2196, loss: 3.2196, grad_norm: 6.3128 2021-02-10 15:54:21,946 - mmaction - INFO - Epoch [1][1720/3757] lr: 1.000e-02, eta: 1 day, 3:46:37, time: 0.367, data_time: 0.003, memory: 7076, top1_acc: 0.3047, top5_acc: 0.5414, loss_cls: 3.2151, loss: 3.2151, grad_norm: 6.2563 2021-02-10 15:54:31,514 - mmaction - INFO - Epoch [1][1740/3757] lr: 1.000e-02, eta: 1 day, 3:44:05, time: 0.471, data_time: 0.028, memory: 7076, top1_acc: 0.3109, top5_acc: 0.5719, loss_cls: 3.1820, loss: 3.1820, grad_norm: 6.1658 2021-02-10 15:54:40,012 - mmaction - INFO - Epoch [1][1760/3757] lr: 1.000e-02, eta: 1 day, 3:40:12, time: 0.431, data_time: 0.008, memory: 7076, top1_acc: 0.2891, top5_acc: 0.5453, loss_cls: 3.1941, loss: 3.1941, grad_norm: 6.0551 2021-02-10 15:54:48,934 - mmaction - INFO - Epoch [1][1780/3757] lr: 1.000e-02, eta: 1 day, 3:36:46, time: 0.442, data_time: 0.001, memory: 7076, top1_acc: 0.2836, top5_acc: 0.5469, loss_cls: 3.2679, loss: 3.2679, grad_norm: 6.1724 2021-02-10 15:54:59,012 - mmaction - INFO - Epoch [1][1800/3757] lr: 1.000e-02, eta: 1 day, 3:35:42, time: 0.508, data_time: 0.007, memory: 7076, top1_acc: 0.2945, top5_acc: 0.5609, loss_cls: 3.1809, loss: 3.1809, grad_norm: 6.0469 2021-02-10 15:55:08,019 - mmaction - INFO - Epoch [1][1820/3757] lr: 1.000e-02, eta: 1 day, 3:32:33, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.3086, top5_acc: 0.5742, loss_cls: 3.0864, loss: 3.0864, grad_norm: 6.0022 2021-02-10 15:55:17,800 - mmaction - INFO - Epoch [1][1840/3757] lr: 1.000e-02, eta: 1 day, 3:30:58, time: 0.491, data_time: 0.005, memory: 7076, top1_acc: 0.2938, top5_acc: 0.5633, loss_cls: 3.1708, loss: 3.1708, grad_norm: 6.3696 2021-02-10 15:55:26,212 - mmaction - INFO - Epoch [1][1860/3757] lr: 1.000e-02, eta: 1 day, 3:27:06, time: 0.422, data_time: 0.002, memory: 7076, top1_acc: 0.3117, top5_acc: 0.5750, loss_cls: 3.0876, loss: 3.0876, grad_norm: 5.9964 2021-02-10 15:55:38,623 - mmaction - INFO - Epoch [1][1880/3757] lr: 1.000e-02, eta: 1 day, 3:29:49, time: 0.619, data_time: 0.002, memory: 7076, top1_acc: 0.3109, top5_acc: 0.5813, loss_cls: 3.1556, loss: 3.1556, grad_norm: 6.2769 2021-02-10 15:55:47,110 - mmaction - INFO - Epoch [1][1900/3757] lr: 1.000e-02, eta: 1 day, 3:26:02, time: 0.422, data_time: 0.010, memory: 7076, top1_acc: 0.2867, top5_acc: 0.5453, loss_cls: 3.2423, loss: 3.2423, grad_norm: 6.2192 2021-02-10 15:55:57,867 - mmaction - INFO - Epoch [1][1920/3757] lr: 1.000e-02, eta: 1 day, 3:26:07, time: 0.539, data_time: 0.005, memory: 7076, top1_acc: 0.3203, top5_acc: 0.5961, loss_cls: 3.0685, loss: 3.0685, grad_norm: 6.3133 2021-02-10 15:56:06,914 - mmaction - INFO - Epoch [1][1940/3757] lr: 1.000e-02, eta: 1 day, 3:23:22, time: 0.450, data_time: 0.004, memory: 7076, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0163, loss: 3.0163, grad_norm: 6.1615 2021-02-10 15:56:16,581 - mmaction - INFO - Epoch [1][1960/3757] lr: 1.000e-02, eta: 1 day, 3:21:50, time: 0.488, data_time: 0.006, memory: 7076, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.0665, loss: 3.0665, grad_norm: 6.2634 2021-02-10 15:56:24,380 - mmaction - INFO - Epoch [1][1980/3757] lr: 1.000e-02, eta: 1 day, 3:17:07, time: 0.385, data_time: 0.002, memory: 7076, top1_acc: 0.2969, top5_acc: 0.5586, loss_cls: 3.1560, loss: 3.1560, grad_norm: 6.3659 2021-02-10 15:56:35,429 - mmaction - INFO - Epoch [1][2000/3757] lr: 1.000e-02, eta: 1 day, 3:17:51, time: 0.558, data_time: 0.006, memory: 7076, top1_acc: 0.2961, top5_acc: 0.5781, loss_cls: 3.0697, loss: 3.0697, grad_norm: 6.0655 2021-02-10 15:56:43,301 - mmaction - INFO - Epoch [1][2020/3757] lr: 1.000e-02, eta: 1 day, 3:13:31, time: 0.393, data_time: 0.003, memory: 7076, top1_acc: 0.3289, top5_acc: 0.5875, loss_cls: 3.0456, loss: 3.0456, grad_norm: 6.3773 2021-02-10 15:56:51,849 - mmaction - INFO - Epoch [1][2040/3757] lr: 1.000e-02, eta: 1 day, 3:10:18, time: 0.427, data_time: 0.003, memory: 7076, top1_acc: 0.3180, top5_acc: 0.5844, loss_cls: 3.1271, loss: 3.1271, grad_norm: 6.3228 2021-02-10 15:57:03,650 - mmaction - INFO - Epoch [1][2060/3757] lr: 1.000e-02, eta: 1 day, 3:11:36, time: 0.576, data_time: 0.002, memory: 7076, top1_acc: 0.3422, top5_acc: 0.5875, loss_cls: 3.0185, loss: 3.0185, grad_norm: 6.0317 2021-02-10 15:57:11,687 - mmaction - INFO - Epoch [1][2080/3757] lr: 1.000e-02, eta: 1 day, 3:08:09, time: 0.417, data_time: 0.033, memory: 7076, top1_acc: 0.3156, top5_acc: 0.5758, loss_cls: 3.1457, loss: 3.1457, grad_norm: 6.0864 2021-02-10 15:57:23,169 - mmaction - INFO - Epoch [1][2100/3757] lr: 1.000e-02, eta: 1 day, 3:09:20, time: 0.572, data_time: 0.002, memory: 7076, top1_acc: 0.3227, top5_acc: 0.5914, loss_cls: 3.0560, loss: 3.0560, grad_norm: 6.2229 2021-02-10 15:57:31,952 - mmaction - INFO - Epoch [1][2120/3757] lr: 1.000e-02, eta: 1 day, 3:06:41, time: 0.441, data_time: 0.041, memory: 7076, top1_acc: 0.3219, top5_acc: 0.5883, loss_cls: 3.0291, loss: 3.0291, grad_norm: 6.3105 2021-02-10 15:57:41,463 - mmaction - INFO - Epoch [1][2140/3757] lr: 1.000e-02, eta: 1 day, 3:05:03, time: 0.475, data_time: 0.003, memory: 7076, top1_acc: 0.3125, top5_acc: 0.5852, loss_cls: 3.0984, loss: 3.0984, grad_norm: 6.1550 2021-02-10 15:57:50,295 - mmaction - INFO - Epoch [1][2160/3757] lr: 1.000e-02, eta: 1 day, 3:01:59, time: 0.424, data_time: 0.001, memory: 7076, top1_acc: 0.3117, top5_acc: 0.5906, loss_cls: 3.0872, loss: 3.0872, grad_norm: 6.2488 2021-02-10 15:57:58,743 - mmaction - INFO - Epoch [1][2180/3757] lr: 1.000e-02, eta: 1 day, 2:59:23, time: 0.439, data_time: 0.020, memory: 7076, top1_acc: 0.3227, top5_acc: 0.5727, loss_cls: 3.1008, loss: 3.1008, grad_norm: 5.9922 2021-02-10 15:58:07,738 - mmaction - INFO - Epoch [1][2200/3757] lr: 1.000e-02, eta: 1 day, 2:57:03, time: 0.447, data_time: 0.002, memory: 7076, top1_acc: 0.3312, top5_acc: 0.5953, loss_cls: 3.0278, loss: 3.0278, grad_norm: 6.1322 2021-02-10 15:58:17,813 - mmaction - INFO - Epoch [1][2220/3757] lr: 1.000e-02, eta: 1 day, 2:56:27, time: 0.507, data_time: 0.039, memory: 7076, top1_acc: 0.3164, top5_acc: 0.5844, loss_cls: 3.0507, loss: 3.0507, grad_norm: 6.0570 2021-02-10 15:58:25,253 - mmaction - INFO - Epoch [1][2240/3757] lr: 1.000e-02, eta: 1 day, 2:52:01, time: 0.369, data_time: 0.002, memory: 7076, top1_acc: 0.3242, top5_acc: 0.5820, loss_cls: 3.1367, loss: 3.1367, grad_norm: 6.1926 2021-02-10 15:58:34,292 - mmaction - INFO - Epoch [1][2260/3757] lr: 1.000e-02, eta: 1 day, 2:50:04, time: 0.456, data_time: 0.017, memory: 7076, top1_acc: 0.3242, top5_acc: 0.5922, loss_cls: 3.0810, loss: 3.0810, grad_norm: 6.1777 2021-02-10 15:58:41,980 - mmaction - INFO - Epoch [1][2280/3757] lr: 1.000e-02, eta: 1 day, 2:46:12, time: 0.385, data_time: 0.002, memory: 7076, top1_acc: 0.3500, top5_acc: 0.6172, loss_cls: 2.9492, loss: 2.9492, grad_norm: 6.1085 2021-02-10 15:58:51,250 - mmaction - INFO - Epoch [1][2300/3757] lr: 1.000e-02, eta: 1 day, 2:44:32, time: 0.463, data_time: 0.073, memory: 7076, top1_acc: 0.3297, top5_acc: 0.5781, loss_cls: 3.0757, loss: 3.0757, grad_norm: 6.2648 2021-02-10 15:59:00,366 - mmaction - INFO - Epoch [1][2320/3757] lr: 1.000e-02, eta: 1 day, 2:42:40, time: 0.456, data_time: 0.002, memory: 7076, top1_acc: 0.3539, top5_acc: 0.6078, loss_cls: 2.9609, loss: 2.9609, grad_norm: 6.0418 2021-02-10 15:59:08,921 - mmaction - INFO - Epoch [1][2340/3757] lr: 1.000e-02, eta: 1 day, 2:40:05, time: 0.427, data_time: 0.001, memory: 7076, top1_acc: 0.3320, top5_acc: 0.5844, loss_cls: 3.0437, loss: 3.0437, grad_norm: 5.9720 2021-02-10 15:59:19,894 - mmaction - INFO - Epoch [1][2360/3757] lr: 1.000e-02, eta: 1 day, 2:40:45, time: 0.550, data_time: 0.002, memory: 7076, top1_acc: 0.3367, top5_acc: 0.6086, loss_cls: 2.9800, loss: 2.9800, grad_norm: 6.0140 2021-02-10 15:59:28,702 - mmaction - INFO - Epoch [1][2380/3757] lr: 1.000e-02, eta: 1 day, 2:38:34, time: 0.440, data_time: 0.001, memory: 7076, top1_acc: 0.3086, top5_acc: 0.5742, loss_cls: 3.1244, loss: 3.1244, grad_norm: 6.0768 2021-02-10 15:59:37,745 - mmaction - INFO - Epoch [1][2400/3757] lr: 1.000e-02, eta: 1 day, 2:36:41, time: 0.451, data_time: 0.003, memory: 7076, top1_acc: 0.3172, top5_acc: 0.5852, loss_cls: 3.0861, loss: 3.0861, grad_norm: 6.0391 2021-02-10 15:59:46,371 - mmaction - INFO - Epoch [1][2420/3757] lr: 1.000e-02, eta: 1 day, 2:34:17, time: 0.429, data_time: 0.002, memory: 7076, top1_acc: 0.3227, top5_acc: 0.5742, loss_cls: 3.1316, loss: 3.1316, grad_norm: 5.9831 2021-02-10 15:59:54,459 - mmaction - INFO - Epoch [1][2440/3757] lr: 1.000e-02, eta: 1 day, 2:31:23, time: 0.408, data_time: 0.005, memory: 7076, top1_acc: 0.3055, top5_acc: 0.5758, loss_cls: 3.0986, loss: 3.0986, grad_norm: 6.1740 2021-02-10 16:00:03,480 - mmaction - INFO - Epoch [1][2460/3757] lr: 1.000e-02, eta: 1 day, 2:29:27, time: 0.445, data_time: 0.043, memory: 7076, top1_acc: 0.3242, top5_acc: 0.5898, loss_cls: 3.0196, loss: 3.0196, grad_norm: 6.1807 2021-02-10 16:00:11,810 - mmaction - INFO - Epoch [1][2480/3757] lr: 1.000e-02, eta: 1 day, 2:27:00, time: 0.422, data_time: 0.060, memory: 7076, top1_acc: 0.3258, top5_acc: 0.5938, loss_cls: 3.0457, loss: 3.0457, grad_norm: 6.0053 2021-02-10 16:00:20,476 - mmaction - INFO - Epoch [1][2500/3757] lr: 1.000e-02, eta: 1 day, 2:24:50, time: 0.433, data_time: 0.027, memory: 7076, top1_acc: 0.3445, top5_acc: 0.6055, loss_cls: 2.9488, loss: 2.9488, grad_norm: 6.0992 2021-02-10 16:00:29,784 - mmaction - INFO - Epoch [1][2520/3757] lr: 1.000e-02, eta: 1 day, 2:23:01, time: 0.446, data_time: 0.032, memory: 7076, top1_acc: 0.3430, top5_acc: 0.5633, loss_cls: 3.1250, loss: 3.1250, grad_norm: 6.2273 2021-02-10 16:00:39,481 - mmaction - INFO - Epoch [1][2540/3757] lr: 1.000e-02, eta: 1 day, 2:22:35, time: 0.502, data_time: 0.020, memory: 7076, top1_acc: 0.3234, top5_acc: 0.5938, loss_cls: 3.0494, loss: 3.0494, grad_norm: 6.1945 2021-02-10 16:00:50,649 - mmaction - INFO - Epoch [1][2560/3757] lr: 1.000e-02, eta: 1 day, 2:23:34, time: 0.560, data_time: 0.018, memory: 7076, top1_acc: 0.3438, top5_acc: 0.6203, loss_cls: 2.9102, loss: 2.9102, grad_norm: 6.2225 2021-02-10 16:00:59,790 - mmaction - INFO - Epoch [1][2580/3757] lr: 1.000e-02, eta: 1 day, 2:22:04, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.3469, top5_acc: 0.6180, loss_cls: 2.9531, loss: 2.9531, grad_norm: 6.2352 2021-02-10 16:01:09,576 - mmaction - INFO - Epoch [1][2600/3757] lr: 1.000e-02, eta: 1 day, 2:21:17, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.3469, top5_acc: 0.6344, loss_cls: 2.8754, loss: 2.8754, grad_norm: 6.0225 2021-02-10 16:01:18,181 - mmaction - INFO - Epoch [1][2620/3757] lr: 1.000e-02, eta: 1 day, 2:19:15, time: 0.433, data_time: 0.005, memory: 7076, top1_acc: 0.3211, top5_acc: 0.5875, loss_cls: 3.0215, loss: 3.0215, grad_norm: 6.0969 2021-02-10 16:01:27,550 - mmaction - INFO - Epoch [1][2640/3757] lr: 1.000e-02, eta: 1 day, 2:18:03, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.3367, top5_acc: 0.6133, loss_cls: 2.9915, loss: 2.9915, grad_norm: 6.1284 2021-02-10 16:01:36,432 - mmaction - INFO - Epoch [1][2660/3757] lr: 1.000e-02, eta: 1 day, 2:16:19, time: 0.444, data_time: 0.003, memory: 7076, top1_acc: 0.3500, top5_acc: 0.6023, loss_cls: 3.0402, loss: 3.0402, grad_norm: 6.0536 2021-02-10 16:01:47,006 - mmaction - INFO - Epoch [1][2680/3757] lr: 1.000e-02, eta: 1 day, 2:16:27, time: 0.524, data_time: 0.002, memory: 7076, top1_acc: 0.3297, top5_acc: 0.6000, loss_cls: 3.0302, loss: 3.0302, grad_norm: 6.3026 2021-02-10 16:01:55,826 - mmaction - INFO - Epoch [1][2700/3757] lr: 1.000e-02, eta: 1 day, 2:14:49, time: 0.446, data_time: 0.008, memory: 7076, top1_acc: 0.3375, top5_acc: 0.5766, loss_cls: 3.0598, loss: 3.0598, grad_norm: 6.0979 2021-02-10 16:02:03,604 - mmaction - INFO - Epoch [1][2720/3757] lr: 1.000e-02, eta: 1 day, 2:11:53, time: 0.389, data_time: 0.022, memory: 7076, top1_acc: 0.3359, top5_acc: 0.5805, loss_cls: 3.0344, loss: 3.0344, grad_norm: 6.0144 2021-02-10 16:02:12,284 - mmaction - INFO - Epoch [1][2740/3757] lr: 1.000e-02, eta: 1 day, 2:10:02, time: 0.435, data_time: 0.075, memory: 7076, top1_acc: 0.3289, top5_acc: 0.5914, loss_cls: 3.0461, loss: 3.0461, grad_norm: 6.1179 2021-02-10 16:02:20,843 - mmaction - INFO - Epoch [1][2760/3757] lr: 1.000e-02, eta: 1 day, 2:08:03, time: 0.427, data_time: 0.018, memory: 7076, top1_acc: 0.3656, top5_acc: 0.6180, loss_cls: 2.9184, loss: 2.9184, grad_norm: 5.9110 2021-02-10 16:02:30,100 - mmaction - INFO - Epoch [1][2780/3757] lr: 1.000e-02, eta: 1 day, 2:06:48, time: 0.460, data_time: 0.014, memory: 7076, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9092, loss: 2.9092, grad_norm: 5.9431 2021-02-10 16:02:38,890 - mmaction - INFO - Epoch [1][2800/3757] lr: 1.000e-02, eta: 1 day, 2:04:58, time: 0.432, data_time: 0.007, memory: 7076, top1_acc: 0.3242, top5_acc: 0.5953, loss_cls: 3.0164, loss: 3.0164, grad_norm: 5.7582 2021-02-10 16:02:47,383 - mmaction - INFO - Epoch [1][2820/3757] lr: 1.000e-02, eta: 1 day, 2:03:12, time: 0.435, data_time: 0.012, memory: 7076, top1_acc: 0.3430, top5_acc: 0.5961, loss_cls: 3.0027, loss: 3.0027, grad_norm: 5.8446 2021-02-10 16:02:56,928 - mmaction - INFO - Epoch [1][2840/3757] lr: 1.000e-02, eta: 1 day, 2:02:24, time: 0.478, data_time: 0.002, memory: 7076, top1_acc: 0.3312, top5_acc: 0.6047, loss_cls: 3.0386, loss: 3.0386, grad_norm: 5.9537 2021-02-10 16:03:04,550 - mmaction - INFO - Epoch [1][2860/3757] lr: 1.000e-02, eta: 1 day, 1:59:31, time: 0.381, data_time: 0.002, memory: 7076, top1_acc: 0.3180, top5_acc: 0.5891, loss_cls: 3.0250, loss: 3.0250, grad_norm: 6.0985 2021-02-10 16:03:14,962 - mmaction - INFO - Epoch [1][2880/3757] lr: 1.000e-02, eta: 1 day, 1:59:39, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.3516, top5_acc: 0.6117, loss_cls: 2.8867, loss: 2.8867, grad_norm: 5.9532 2021-02-10 16:03:22,362 - mmaction - INFO - Epoch [1][2900/3757] lr: 1.000e-02, eta: 1 day, 1:56:37, time: 0.371, data_time: 0.002, memory: 7076, top1_acc: 0.3461, top5_acc: 0.5969, loss_cls: 2.9490, loss: 2.9490, grad_norm: 6.0221 2021-02-10 16:03:31,440 - mmaction - INFO - Epoch [1][2920/3757] lr: 1.000e-02, eta: 1 day, 1:55:20, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.3219, top5_acc: 0.5938, loss_cls: 2.9916, loss: 2.9916, grad_norm: 5.9527 2021-02-10 16:03:39,951 - mmaction - INFO - Epoch [1][2940/3757] lr: 1.000e-02, eta: 1 day, 1:53:32, time: 0.426, data_time: 0.003, memory: 7076, top1_acc: 0.3445, top5_acc: 0.6141, loss_cls: 2.9437, loss: 2.9437, grad_norm: 5.9116 2021-02-10 16:03:49,530 - mmaction - INFO - Epoch [1][2960/3757] lr: 1.000e-02, eta: 1 day, 1:52:42, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.3516, top5_acc: 0.6141, loss_cls: 2.8952, loss: 2.8952, grad_norm: 5.9117 2021-02-10 16:03:59,915 - mmaction - INFO - Epoch [1][2980/3757] lr: 1.000e-02, eta: 1 day, 1:52:57, time: 0.524, data_time: 0.009, memory: 7076, top1_acc: 0.3508, top5_acc: 0.6156, loss_cls: 2.8866, loss: 2.8866, grad_norm: 5.7756 2021-02-10 16:04:08,102 - mmaction - INFO - Epoch [1][3000/3757] lr: 1.000e-02, eta: 1 day, 1:50:45, time: 0.405, data_time: 0.003, memory: 7076, top1_acc: 0.3586, top5_acc: 0.6266, loss_cls: 2.8779, loss: 2.8779, grad_norm: 5.9456 2021-02-10 16:04:20,051 - mmaction - INFO - Epoch [1][3020/3757] lr: 1.000e-02, eta: 1 day, 1:52:38, time: 0.604, data_time: 0.009, memory: 7076, top1_acc: 0.3469, top5_acc: 0.5945, loss_cls: 3.0468, loss: 3.0468, grad_norm: 6.2526 2021-02-10 16:04:27,851 - mmaction - INFO - Epoch [1][3040/3757] lr: 1.000e-02, eta: 1 day, 1:50:09, time: 0.389, data_time: 0.002, memory: 7076, top1_acc: 0.3383, top5_acc: 0.6141, loss_cls: 2.9174, loss: 2.9174, grad_norm: 6.2032 2021-02-10 16:04:38,628 - mmaction - INFO - Epoch [1][3060/3757] lr: 1.000e-02, eta: 1 day, 1:50:42, time: 0.539, data_time: 0.002, memory: 7076, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.8673, loss: 2.8673, grad_norm: 5.8350 2021-02-10 16:04:47,407 - mmaction - INFO - Epoch [1][3080/3757] lr: 1.000e-02, eta: 1 day, 1:49:10, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.3773, top5_acc: 0.6297, loss_cls: 2.8301, loss: 2.8301, grad_norm: 6.0104 2021-02-10 16:04:56,911 - mmaction - INFO - Epoch [1][3100/3757] lr: 1.000e-02, eta: 1 day, 1:48:31, time: 0.479, data_time: 0.006, memory: 7076, top1_acc: 0.3320, top5_acc: 0.5953, loss_cls: 3.0472, loss: 3.0472, grad_norm: 6.0500 2021-02-10 16:05:05,106 - mmaction - INFO - Epoch [1][3120/3757] lr: 1.000e-02, eta: 1 day, 1:46:29, time: 0.408, data_time: 0.003, memory: 7076, top1_acc: 0.3477, top5_acc: 0.6078, loss_cls: 2.9443, loss: 2.9443, grad_norm: 6.0453 2021-02-10 16:05:15,407 - mmaction - INFO - Epoch [1][3140/3757] lr: 1.000e-02, eta: 1 day, 1:46:35, time: 0.516, data_time: 0.039, memory: 7076, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.8459, loss: 2.8459, grad_norm: 6.0592 2021-02-10 16:05:22,645 - mmaction - INFO - Epoch [1][3160/3757] lr: 1.000e-02, eta: 1 day, 1:43:41, time: 0.362, data_time: 0.001, memory: 7076, top1_acc: 0.3461, top5_acc: 0.6039, loss_cls: 2.9512, loss: 2.9512, grad_norm: 5.9352 2021-02-10 16:05:31,931 - mmaction - INFO - Epoch [1][3180/3757] lr: 1.000e-02, eta: 1 day, 1:42:45, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.3547, top5_acc: 0.6094, loss_cls: 2.8742, loss: 2.8742, grad_norm: 5.8423 2021-02-10 16:05:40,671 - mmaction - INFO - Epoch [1][3200/3757] lr: 1.000e-02, eta: 1 day, 1:41:24, time: 0.439, data_time: 0.004, memory: 7076, top1_acc: 0.3422, top5_acc: 0.6156, loss_cls: 2.8961, loss: 2.8961, grad_norm: 6.1644 2021-02-10 16:05:49,425 - mmaction - INFO - Epoch [1][3220/3757] lr: 1.000e-02, eta: 1 day, 1:40:00, time: 0.437, data_time: 0.002, memory: 7076, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9102, loss: 2.9102, grad_norm: 5.9612 2021-02-10 16:05:58,655 - mmaction - INFO - Epoch [1][3240/3757] lr: 1.000e-02, eta: 1 day, 1:39:05, time: 0.461, data_time: 0.003, memory: 7076, top1_acc: 0.3477, top5_acc: 0.6109, loss_cls: 2.9378, loss: 2.9378, grad_norm: 6.0585 2021-02-10 16:06:07,676 - mmaction - INFO - Epoch [1][3260/3757] lr: 1.000e-02, eta: 1 day, 1:38:00, time: 0.451, data_time: 0.003, memory: 7076, top1_acc: 0.3609, top5_acc: 0.6430, loss_cls: 2.8238, loss: 2.8238, grad_norm: 5.9514 2021-02-10 16:06:17,189 - mmaction - INFO - Epoch [1][3280/3757] lr: 1.000e-02, eta: 1 day, 1:37:24, time: 0.477, data_time: 0.003, memory: 7076, top1_acc: 0.3625, top5_acc: 0.6148, loss_cls: 2.8887, loss: 2.8887, grad_norm: 6.0419 2021-02-10 16:06:24,741 - mmaction - INFO - Epoch [1][3300/3757] lr: 1.000e-02, eta: 1 day, 1:34:55, time: 0.375, data_time: 0.001, memory: 7076, top1_acc: 0.3656, top5_acc: 0.6383, loss_cls: 2.7790, loss: 2.7790, grad_norm: 6.1733 2021-02-10 16:06:34,185 - mmaction - INFO - Epoch [1][3320/3757] lr: 1.000e-02, eta: 1 day, 1:34:12, time: 0.470, data_time: 0.003, memory: 7076, top1_acc: 0.3492, top5_acc: 0.6289, loss_cls: 2.8857, loss: 2.8857, grad_norm: 5.8541 2021-02-10 16:06:42,808 - mmaction - INFO - Epoch [1][3340/3757] lr: 1.000e-02, eta: 1 day, 1:32:53, time: 0.436, data_time: 0.005, memory: 7076, top1_acc: 0.3625, top5_acc: 0.6234, loss_cls: 2.8907, loss: 2.8907, grad_norm: 5.9645 2021-02-10 16:06:51,563 - mmaction - INFO - Epoch [1][3360/3757] lr: 1.000e-02, eta: 1 day, 1:31:24, time: 0.427, data_time: 0.001, memory: 7076, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8443, loss: 2.8443, grad_norm: 5.9339 2021-02-10 16:07:01,597 - mmaction - INFO - Epoch [1][3380/3757] lr: 1.000e-02, eta: 1 day, 1:31:23, time: 0.506, data_time: 0.012, memory: 7076, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.0023, loss: 3.0023, grad_norm: 5.9933 2021-02-10 16:07:10,141 - mmaction - INFO - Epoch [1][3400/3757] lr: 1.000e-02, eta: 1 day, 1:29:58, time: 0.429, data_time: 0.007, memory: 7076, top1_acc: 0.3406, top5_acc: 0.6297, loss_cls: 2.9151, loss: 2.9151, grad_norm: 5.7460 2021-02-10 16:07:19,965 - mmaction - INFO - Epoch [1][3420/3757] lr: 1.000e-02, eta: 1 day, 1:29:46, time: 0.495, data_time: 0.009, memory: 7076, top1_acc: 0.3703, top5_acc: 0.6234, loss_cls: 2.8325, loss: 2.8325, grad_norm: 5.8961 2021-02-10 16:07:28,274 - mmaction - INFO - Epoch [1][3440/3757] lr: 1.000e-02, eta: 1 day, 1:28:04, time: 0.412, data_time: 0.002, memory: 7076, top1_acc: 0.3633, top5_acc: 0.6312, loss_cls: 2.8496, loss: 2.8496, grad_norm: 6.1077 2021-02-10 16:07:39,772 - mmaction - INFO - Epoch [1][3460/3757] lr: 1.000e-02, eta: 1 day, 1:29:19, time: 0.577, data_time: 0.063, memory: 7076, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.7859, loss: 2.7859, grad_norm: 5.8715 2021-02-10 16:07:47,463 - mmaction - INFO - Epoch [1][3480/3757] lr: 1.000e-02, eta: 1 day, 1:27:07, time: 0.382, data_time: 0.016, memory: 7076, top1_acc: 0.3367, top5_acc: 0.6109, loss_cls: 2.9311, loss: 2.9311, grad_norm: 6.1138 2021-02-10 16:07:57,470 - mmaction - INFO - Epoch [1][3500/3757] lr: 1.000e-02, eta: 1 day, 1:27:04, time: 0.504, data_time: 0.009, memory: 7076, top1_acc: 0.3688, top5_acc: 0.6500, loss_cls: 2.7746, loss: 2.7746, grad_norm: 6.0424 2021-02-10 16:08:05,679 - mmaction - INFO - Epoch [1][3520/3757] lr: 1.000e-02, eta: 1 day, 1:25:22, time: 0.409, data_time: 0.026, memory: 7076, top1_acc: 0.3266, top5_acc: 0.6062, loss_cls: 2.9830, loss: 2.9830, grad_norm: 6.0062 2021-02-10 16:08:15,001 - mmaction - INFO - Epoch [1][3540/3757] lr: 1.000e-02, eta: 1 day, 1:24:40, time: 0.466, data_time: 0.024, memory: 7076, top1_acc: 0.3547, top5_acc: 0.6164, loss_cls: 2.8408, loss: 2.8408, grad_norm: 6.1176 2021-02-10 16:08:23,701 - mmaction - INFO - Epoch [1][3560/3757] lr: 1.000e-02, eta: 1 day, 1:23:23, time: 0.431, data_time: 0.005, memory: 7076, top1_acc: 0.3453, top5_acc: 0.6102, loss_cls: 2.9703, loss: 2.9703, grad_norm: 5.8120 2021-02-10 16:08:32,418 - mmaction - INFO - Epoch [1][3580/3757] lr: 1.000e-02, eta: 1 day, 1:22:17, time: 0.442, data_time: 0.041, memory: 7076, top1_acc: 0.3688, top5_acc: 0.6422, loss_cls: 2.8321, loss: 2.8321, grad_norm: 6.0433 2021-02-10 16:08:41,632 - mmaction - INFO - Epoch [1][3600/3757] lr: 1.000e-02, eta: 1 day, 1:21:32, time: 0.461, data_time: 0.094, memory: 7076, top1_acc: 0.3422, top5_acc: 0.6078, loss_cls: 2.8912, loss: 2.8912, grad_norm: 5.9970 2021-02-10 16:08:49,694 - mmaction - INFO - Epoch [1][3620/3757] lr: 1.000e-02, eta: 1 day, 1:19:47, time: 0.402, data_time: 0.002, memory: 7076, top1_acc: 0.3609, top5_acc: 0.6227, loss_cls: 2.8892, loss: 2.8892, grad_norm: 6.0048 2021-02-10 16:09:00,400 - mmaction - INFO - Epoch [1][3640/3757] lr: 1.000e-02, eta: 1 day, 1:20:18, time: 0.536, data_time: 0.001, memory: 7076, top1_acc: 0.3680, top5_acc: 0.6203, loss_cls: 2.8589, loss: 2.8589, grad_norm: 6.0260 2021-02-10 16:09:08,494 - mmaction - INFO - Epoch [1][3660/3757] lr: 1.000e-02, eta: 1 day, 1:18:32, time: 0.400, data_time: 0.033, memory: 7076, top1_acc: 0.3695, top5_acc: 0.6477, loss_cls: 2.7450, loss: 2.7450, grad_norm: 5.8116 2021-02-10 16:09:19,658 - mmaction - INFO - Epoch [1][3680/3757] lr: 1.000e-02, eta: 1 day, 1:19:29, time: 0.562, data_time: 0.039, memory: 7076, top1_acc: 0.3688, top5_acc: 0.6242, loss_cls: 2.8542, loss: 2.8542, grad_norm: 5.9254 2021-02-10 16:09:27,933 - mmaction - INFO - Epoch [1][3700/3757] lr: 1.000e-02, eta: 1 day, 1:17:59, time: 0.414, data_time: 0.004, memory: 7076, top1_acc: 0.3531, top5_acc: 0.6164, loss_cls: 2.8858, loss: 2.8858, grad_norm: 5.8562 2021-02-10 16:09:38,312 - mmaction - INFO - Epoch [1][3720/3757] lr: 1.000e-02, eta: 1 day, 1:18:14, time: 0.520, data_time: 0.002, memory: 7076, top1_acc: 0.3625, top5_acc: 0.6320, loss_cls: 2.8508, loss: 2.8508, grad_norm: 5.8858 2021-02-10 16:09:46,234 - mmaction - INFO - Epoch [1][3740/3757] lr: 1.000e-02, eta: 1 day, 1:16:26, time: 0.395, data_time: 0.003, memory: 7076, top1_acc: 0.3680, top5_acc: 0.6156, loss_cls: 2.8260, loss: 2.8260, grad_norm: 5.8332 2021-02-10 16:13:40,918 - mmaction - INFO - Epoch [2][20/3757] lr: 1.000e-02, eta: 1 day, 3:56:36, time: 10.793, data_time: 10.309, memory: 7076, top1_acc: 0.3547, top5_acc: 0.6492, loss_cls: 2.7696, loss: 2.7696, grad_norm: 5.9082 2021-02-10 16:13:49,962 - mmaction - INFO - Epoch [2][40/3757] lr: 1.000e-02, eta: 1 day, 3:54:56, time: 0.454, data_time: 0.038, memory: 7076, top1_acc: 0.3812, top5_acc: 0.6562, loss_cls: 2.6989, loss: 2.6989, grad_norm: 6.0151 2021-02-10 16:13:59,521 - mmaction - INFO - Epoch [2][60/3757] lr: 1.000e-02, eta: 1 day, 3:53:35, time: 0.474, data_time: 0.007, memory: 7076, top1_acc: 0.3523, top5_acc: 0.6312, loss_cls: 2.8488, loss: 2.8488, grad_norm: 6.0503 2021-02-10 16:14:07,496 - mmaction - INFO - Epoch [2][80/3757] lr: 1.000e-02, eta: 1 day, 3:51:07, time: 0.403, data_time: 0.006, memory: 7076, top1_acc: 0.3719, top5_acc: 0.6422, loss_cls: 2.7778, loss: 2.7778, grad_norm: 5.9725 2021-02-10 16:14:16,691 - mmaction - INFO - Epoch [2][100/3757] lr: 1.000e-02, eta: 1 day, 3:49:30, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.3875, top5_acc: 0.6617, loss_cls: 2.6909, loss: 2.6909, grad_norm: 5.7661 2021-02-10 16:14:24,500 - mmaction - INFO - Epoch [2][120/3757] lr: 1.000e-02, eta: 1 day, 3:46:48, time: 0.385, data_time: 0.007, memory: 7076, top1_acc: 0.3883, top5_acc: 0.6414, loss_cls: 2.7364, loss: 2.7364, grad_norm: 6.0850 2021-02-10 16:14:33,557 - mmaction - INFO - Epoch [2][140/3757] lr: 1.000e-02, eta: 1 day, 3:45:22, time: 0.464, data_time: 0.012, memory: 7076, top1_acc: 0.3672, top5_acc: 0.6336, loss_cls: 2.8286, loss: 2.8286, grad_norm: 5.9979 2021-02-10 16:14:42,441 - mmaction - INFO - Epoch [2][160/3757] lr: 1.000e-02, eta: 1 day, 3:43:36, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.3844, top5_acc: 0.6578, loss_cls: 2.7013, loss: 2.7013, grad_norm: 5.7858 2021-02-10 16:14:51,228 - mmaction - INFO - Epoch [2][180/3757] lr: 1.000e-02, eta: 1 day, 3:41:50, time: 0.441, data_time: 0.009, memory: 7076, top1_acc: 0.3883, top5_acc: 0.6750, loss_cls: 2.6622, loss: 2.6622, grad_norm: 5.7642 2021-02-10 16:15:00,348 - mmaction - INFO - Epoch [2][200/3757] lr: 1.000e-02, eta: 1 day, 3:40:17, time: 0.453, data_time: 0.028, memory: 7076, top1_acc: 0.3695, top5_acc: 0.6547, loss_cls: 2.7276, loss: 2.7276, grad_norm: 6.0665 2021-02-10 16:15:09,128 - mmaction - INFO - Epoch [2][220/3757] lr: 1.000e-02, eta: 1 day, 3:38:33, time: 0.441, data_time: 0.004, memory: 7076, top1_acc: 0.3984, top5_acc: 0.6430, loss_cls: 2.7004, loss: 2.7004, grad_norm: 5.8941 2021-02-10 16:15:19,726 - mmaction - INFO - Epoch [2][240/3757] lr: 1.000e-02, eta: 1 day, 3:38:06, time: 0.523, data_time: 0.004, memory: 7076, top1_acc: 0.3914, top5_acc: 0.6438, loss_cls: 2.7397, loss: 2.7397, grad_norm: 6.0973 2021-02-10 16:15:27,603 - mmaction - INFO - Epoch [2][260/3757] lr: 1.000e-02, eta: 1 day, 3:35:47, time: 0.401, data_time: 0.009, memory: 7076, top1_acc: 0.3695, top5_acc: 0.6508, loss_cls: 2.7556, loss: 2.7556, grad_norm: 5.8760 2021-02-10 16:15:35,919 - mmaction - INFO - Epoch [2][280/3757] lr: 1.000e-02, eta: 1 day, 3:33:42, time: 0.415, data_time: 0.002, memory: 7076, top1_acc: 0.3930, top5_acc: 0.6391, loss_cls: 2.6565, loss: 2.6565, grad_norm: 5.8949 2021-02-10 16:15:44,774 - mmaction - INFO - Epoch [2][300/3757] lr: 1.000e-02, eta: 1 day, 3:32:04, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.3633, top5_acc: 0.6461, loss_cls: 2.7605, loss: 2.7605, grad_norm: 5.8183 2021-02-10 16:15:53,623 - mmaction - INFO - Epoch [2][320/3757] lr: 1.000e-02, eta: 1 day, 3:30:26, time: 0.442, data_time: 0.003, memory: 7076, top1_acc: 0.3898, top5_acc: 0.6531, loss_cls: 2.6908, loss: 2.6908, grad_norm: 5.8192 2021-02-10 16:16:02,417 - mmaction - INFO - Epoch [2][340/3757] lr: 1.000e-02, eta: 1 day, 3:28:43, time: 0.436, data_time: 0.000, memory: 7076, top1_acc: 0.3711, top5_acc: 0.6555, loss_cls: 2.6944, loss: 2.6944, grad_norm: 5.6258 2021-02-10 16:16:11,345 - mmaction - INFO - Epoch [2][360/3757] lr: 1.000e-02, eta: 1 day, 3:27:13, time: 0.450, data_time: 0.023, memory: 7076, top1_acc: 0.3984, top5_acc: 0.6625, loss_cls: 2.6478, loss: 2.6478, grad_norm: 6.1213 2021-02-10 16:16:19,540 - mmaction - INFO - Epoch [2][380/3757] lr: 1.000e-02, eta: 1 day, 3:25:08, time: 0.409, data_time: 0.001, memory: 7076, top1_acc: 0.3773, top5_acc: 0.6312, loss_cls: 2.8011, loss: 2.8011, grad_norm: 6.0448 2021-02-10 16:16:28,800 - mmaction - INFO - Epoch [2][400/3757] lr: 1.000e-02, eta: 1 day, 3:23:52, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.3969, top5_acc: 0.6367, loss_cls: 2.7126, loss: 2.7126, grad_norm: 5.9127 2021-02-10 16:16:37,218 - mmaction - INFO - Epoch [2][420/3757] lr: 1.000e-02, eta: 1 day, 3:21:59, time: 0.421, data_time: 0.003, memory: 7076, top1_acc: 0.3945, top5_acc: 0.6492, loss_cls: 2.7022, loss: 2.7022, grad_norm: 5.9461 2021-02-10 16:16:49,528 - mmaction - INFO - Epoch [2][440/3757] lr: 1.000e-02, eta: 1 day, 3:22:57, time: 0.614, data_time: 0.001, memory: 7076, top1_acc: 0.3766, top5_acc: 0.6602, loss_cls: 2.6812, loss: 2.6812, grad_norm: 5.9663 2021-02-10 16:16:56,945 - mmaction - INFO - Epoch [2][460/3757] lr: 1.000e-02, eta: 1 day, 3:20:20, time: 0.369, data_time: 0.005, memory: 7076, top1_acc: 0.3812, top5_acc: 0.6617, loss_cls: 2.6979, loss: 2.6979, grad_norm: 6.0855 2021-02-10 16:17:06,901 - mmaction - INFO - Epoch [2][480/3757] lr: 1.000e-02, eta: 1 day, 3:19:39, time: 0.501, data_time: 0.004, memory: 7076, top1_acc: 0.4102, top5_acc: 0.6625, loss_cls: 2.6430, loss: 2.6430, grad_norm: 5.7593 2021-02-10 16:17:14,731 - mmaction - INFO - Epoch [2][500/3757] lr: 1.000e-02, eta: 1 day, 3:17:16, time: 0.382, data_time: 0.003, memory: 7076, top1_acc: 0.3836, top5_acc: 0.6547, loss_cls: 2.7091, loss: 2.7091, grad_norm: 5.7364 2021-02-10 16:17:23,428 - mmaction - INFO - Epoch [2][520/3757] lr: 1.000e-02, eta: 1 day, 3:15:47, time: 0.444, data_time: 0.010, memory: 7076, top1_acc: 0.3891, top5_acc: 0.6750, loss_cls: 2.6336, loss: 2.6336, grad_norm: 5.8729 2021-02-10 16:17:33,442 - mmaction - INFO - Epoch [2][540/3757] lr: 1.000e-02, eta: 1 day, 3:15:07, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.3953, top5_acc: 0.6664, loss_cls: 2.6604, loss: 2.6604, grad_norm: 5.7681 2021-02-10 16:17:43,056 - mmaction - INFO - Epoch [2][560/3757] lr: 1.000e-02, eta: 1 day, 3:14:10, time: 0.481, data_time: 0.002, memory: 7076, top1_acc: 0.3727, top5_acc: 0.6352, loss_cls: 2.8331, loss: 2.8331, grad_norm: 5.9937 2021-02-10 16:17:51,801 - mmaction - INFO - Epoch [2][580/3757] lr: 1.000e-02, eta: 1 day, 3:12:36, time: 0.435, data_time: 0.004, memory: 7076, top1_acc: 0.3797, top5_acc: 0.6461, loss_cls: 2.7221, loss: 2.7221, grad_norm: 5.8915 2021-02-10 16:18:01,193 - mmaction - INFO - Epoch [2][600/3757] lr: 1.000e-02, eta: 1 day, 3:11:33, time: 0.472, data_time: 0.005, memory: 7076, top1_acc: 0.3867, top5_acc: 0.6625, loss_cls: 2.6940, loss: 2.6940, grad_norm: 6.0049 2021-02-10 16:18:10,737 - mmaction - INFO - Epoch [2][620/3757] lr: 1.000e-02, eta: 1 day, 3:10:32, time: 0.473, data_time: 0.004, memory: 7076, top1_acc: 0.3937, top5_acc: 0.6484, loss_cls: 2.6968, loss: 2.6968, grad_norm: 5.9411 2021-02-10 16:18:18,927 - mmaction - INFO - Epoch [2][640/3757] lr: 1.000e-02, eta: 1 day, 3:08:41, time: 0.414, data_time: 0.005, memory: 7076, top1_acc: 0.3945, top5_acc: 0.6648, loss_cls: 2.6947, loss: 2.6947, grad_norm: 6.0086 2021-02-10 16:18:28,689 - mmaction - INFO - Epoch [2][660/3757] lr: 1.000e-02, eta: 1 day, 3:07:53, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.3922, top5_acc: 0.6492, loss_cls: 2.7192, loss: 2.7192, grad_norm: 5.8085 2021-02-10 16:18:36,964 - mmaction - INFO - Epoch [2][680/3757] lr: 1.000e-02, eta: 1 day, 3:06:04, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.3492, top5_acc: 0.6188, loss_cls: 2.8670, loss: 2.8670, grad_norm: 5.9083 2021-02-10 16:18:47,349 - mmaction - INFO - Epoch [2][700/3757] lr: 1.000e-02, eta: 1 day, 3:05:43, time: 0.519, data_time: 0.029, memory: 7076, top1_acc: 0.3852, top5_acc: 0.6523, loss_cls: 2.7320, loss: 2.7320, grad_norm: 5.8922 2021-02-10 16:18:54,713 - mmaction - INFO - Epoch [2][720/3757] lr: 1.000e-02, eta: 1 day, 3:03:18, time: 0.368, data_time: 0.002, memory: 7076, top1_acc: 0.4203, top5_acc: 0.6727, loss_cls: 2.5587, loss: 2.5587, grad_norm: 5.8371 2021-02-10 16:19:03,998 - mmaction - INFO - Epoch [2][740/3757] lr: 1.000e-02, eta: 1 day, 3:02:14, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.3867, top5_acc: 0.6398, loss_cls: 2.6895, loss: 2.6895, grad_norm: 5.9688 2021-02-10 16:19:13,425 - mmaction - INFO - Epoch [2][760/3757] lr: 1.000e-02, eta: 1 day, 3:01:11, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.3797, top5_acc: 0.6414, loss_cls: 2.7333, loss: 2.7333, grad_norm: 5.8545 2021-02-10 16:19:22,333 - mmaction - INFO - Epoch [2][780/3757] lr: 1.000e-02, eta: 1 day, 2:59:55, time: 0.449, data_time: 0.009, memory: 7076, top1_acc: 0.3945, top5_acc: 0.6594, loss_cls: 2.7264, loss: 2.7264, grad_norm: 6.0276 2021-02-10 16:19:31,350 - mmaction - INFO - Epoch [2][800/3757] lr: 1.000e-02, eta: 1 day, 2:58:39, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.3828, top5_acc: 0.6609, loss_cls: 2.6560, loss: 2.6560, grad_norm: 6.0878 2021-02-10 16:19:39,727 - mmaction - INFO - Epoch [2][820/3757] lr: 1.000e-02, eta: 1 day, 2:57:01, time: 0.421, data_time: 0.004, memory: 7076, top1_acc: 0.3937, top5_acc: 0.6547, loss_cls: 2.6928, loss: 2.6928, grad_norm: 5.9631 2021-02-10 16:19:49,678 - mmaction - INFO - Epoch [2][840/3757] lr: 1.000e-02, eta: 1 day, 2:56:24, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.4078, top5_acc: 0.6492, loss_cls: 2.6360, loss: 2.6360, grad_norm: 5.7720 2021-02-10 16:19:58,008 - mmaction - INFO - Epoch [2][860/3757] lr: 1.000e-02, eta: 1 day, 2:54:43, time: 0.415, data_time: 0.004, memory: 7076, top1_acc: 0.3758, top5_acc: 0.6469, loss_cls: 2.7109, loss: 2.7109, grad_norm: 5.9977 2021-02-10 16:20:08,410 - mmaction - INFO - Epoch [2][880/3757] lr: 1.000e-02, eta: 1 day, 2:54:24, time: 0.519, data_time: 0.005, memory: 7076, top1_acc: 0.3867, top5_acc: 0.6508, loss_cls: 2.7008, loss: 2.7008, grad_norm: 5.9972 2021-02-10 16:20:16,929 - mmaction - INFO - Epoch [2][900/3757] lr: 1.000e-02, eta: 1 day, 2:52:56, time: 0.430, data_time: 0.005, memory: 7076, top1_acc: 0.3633, top5_acc: 0.6516, loss_cls: 2.6923, loss: 2.6923, grad_norm: 5.8742 2021-02-10 16:20:25,032 - mmaction - INFO - Epoch [2][920/3757] lr: 1.000e-02, eta: 1 day, 2:51:06, time: 0.401, data_time: 0.001, memory: 7076, top1_acc: 0.3844, top5_acc: 0.6547, loss_cls: 2.6983, loss: 2.6983, grad_norm: 6.0132 2021-02-10 16:20:33,900 - mmaction - INFO - Epoch [2][940/3757] lr: 1.000e-02, eta: 1 day, 2:49:52, time: 0.447, data_time: 0.011, memory: 7076, top1_acc: 0.3977, top5_acc: 0.6695, loss_cls: 2.6366, loss: 2.6366, grad_norm: 5.8209 2021-02-10 16:20:41,920 - mmaction - INFO - Epoch [2][960/3757] lr: 1.000e-02, eta: 1 day, 2:48:04, time: 0.401, data_time: 0.003, memory: 7076, top1_acc: 0.4055, top5_acc: 0.6625, loss_cls: 2.7168, loss: 2.7168, grad_norm: 5.9018 2021-02-10 16:20:51,398 - mmaction - INFO - Epoch [2][980/3757] lr: 1.000e-02, eta: 1 day, 2:47:10, time: 0.471, data_time: 0.012, memory: 7076, top1_acc: 0.3852, top5_acc: 0.6461, loss_cls: 2.6817, loss: 2.6817, grad_norm: 5.9451 2021-02-10 16:21:00,309 - mmaction - INFO - Epoch [2][1000/3757] lr: 1.000e-02, eta: 1 day, 2:46:00, time: 0.449, data_time: 0.004, memory: 7076, top1_acc: 0.3859, top5_acc: 0.6516, loss_cls: 2.7441, loss: 2.7441, grad_norm: 5.9006 2021-02-10 16:21:09,855 - mmaction - INFO - Epoch [2][1020/3757] lr: 1.000e-02, eta: 1 day, 2:45:09, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.3625, top5_acc: 0.6414, loss_cls: 2.7755, loss: 2.7755, grad_norm: 5.9243 2021-02-10 16:21:18,200 - mmaction - INFO - Epoch [2][1040/3757] lr: 1.000e-02, eta: 1 day, 2:43:38, time: 0.420, data_time: 0.006, memory: 7076, top1_acc: 0.3828, top5_acc: 0.6398, loss_cls: 2.7806, loss: 2.7806, grad_norm: 5.7949 2021-02-10 16:21:27,944 - mmaction - INFO - Epoch [2][1060/3757] lr: 1.000e-02, eta: 1 day, 2:42:58, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.3953, top5_acc: 0.6547, loss_cls: 2.6990, loss: 2.6990, grad_norm: 5.7278 2021-02-10 16:21:35,802 - mmaction - INFO - Epoch [2][1080/3757] lr: 1.000e-02, eta: 1 day, 2:41:07, time: 0.394, data_time: 0.002, memory: 7076, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.7331, loss: 2.7331, grad_norm: 5.7616 2021-02-10 16:21:46,639 - mmaction - INFO - Epoch [2][1100/3757] lr: 1.000e-02, eta: 1 day, 2:41:10, time: 0.542, data_time: 0.002, memory: 7076, top1_acc: 0.4109, top5_acc: 0.6516, loss_cls: 2.6611, loss: 2.6611, grad_norm: 5.5872 2021-02-10 16:21:54,715 - mmaction - INFO - Epoch [2][1120/3757] lr: 1.000e-02, eta: 1 day, 2:39:28, time: 0.404, data_time: 0.005, memory: 7076, top1_acc: 0.3781, top5_acc: 0.6633, loss_cls: 2.6854, loss: 2.6854, grad_norm: 5.8238 2021-02-10 16:22:03,231 - mmaction - INFO - Epoch [2][1140/3757] lr: 1.000e-02, eta: 1 day, 2:38:04, time: 0.425, data_time: 0.001, memory: 7076, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.5891, loss: 2.5891, grad_norm: 5.7929 2021-02-10 16:22:11,965 - mmaction - INFO - Epoch [2][1160/3757] lr: 1.000e-02, eta: 1 day, 2:36:48, time: 0.437, data_time: 0.003, memory: 7076, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.6570, loss: 2.6570, grad_norm: 6.0198 2021-02-10 16:22:21,303 - mmaction - INFO - Epoch [2][1180/3757] lr: 1.000e-02, eta: 1 day, 2:35:54, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.4008, top5_acc: 0.6539, loss_cls: 2.6490, loss: 2.6490, grad_norm: 5.9565 2021-02-10 16:22:30,010 - mmaction - INFO - Epoch [2][1200/3757] lr: 1.000e-02, eta: 1 day, 2:34:40, time: 0.437, data_time: 0.004, memory: 7076, top1_acc: 0.3922, top5_acc: 0.6687, loss_cls: 2.6583, loss: 2.6583, grad_norm: 6.0053 2021-02-10 16:22:39,093 - mmaction - INFO - Epoch [2][1220/3757] lr: 1.000e-02, eta: 1 day, 2:33:37, time: 0.453, data_time: 0.003, memory: 7076, top1_acc: 0.4117, top5_acc: 0.6766, loss_cls: 2.5645, loss: 2.5645, grad_norm: 5.7666 2021-02-10 16:22:47,814 - mmaction - INFO - Epoch [2][1240/3757] lr: 1.000e-02, eta: 1 day, 2:32:25, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.3758, top5_acc: 0.6500, loss_cls: 2.7111, loss: 2.7111, grad_norm: 5.9872 2021-02-10 16:22:58,111 - mmaction - INFO - Epoch [2][1260/3757] lr: 1.000e-02, eta: 1 day, 2:32:09, time: 0.514, data_time: 0.002, memory: 7076, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.7216, loss: 2.7216, grad_norm: 5.8142 2021-02-10 16:23:06,153 - mmaction - INFO - Epoch [2][1280/3757] lr: 1.000e-02, eta: 1 day, 2:30:31, time: 0.403, data_time: 0.002, memory: 7076, top1_acc: 0.3641, top5_acc: 0.6320, loss_cls: 2.7798, loss: 2.7798, grad_norm: 5.8317 2021-02-10 16:23:14,724 - mmaction - INFO - Epoch [2][1300/3757] lr: 1.000e-02, eta: 1 day, 2:29:13, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.3789, top5_acc: 0.6484, loss_cls: 2.6976, loss: 2.6976, grad_norm: 5.6989 2021-02-10 16:23:23,459 - mmaction - INFO - Epoch [2][1320/3757] lr: 1.000e-02, eta: 1 day, 2:28:01, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.3961, top5_acc: 0.6633, loss_cls: 2.6179, loss: 2.6179, grad_norm: 5.8783 2021-02-10 16:23:32,907 - mmaction - INFO - Epoch [2][1340/3757] lr: 1.000e-02, eta: 1 day, 2:27:16, time: 0.472, data_time: 0.003, memory: 7076, top1_acc: 0.4031, top5_acc: 0.6805, loss_cls: 2.5487, loss: 2.5487, grad_norm: 5.9940 2021-02-10 16:23:41,279 - mmaction - INFO - Epoch [2][1360/3757] lr: 1.000e-02, eta: 1 day, 2:25:53, time: 0.419, data_time: 0.002, memory: 7076, top1_acc: 0.3953, top5_acc: 0.6547, loss_cls: 2.6952, loss: 2.6952, grad_norm: 5.9245 2021-02-10 16:23:50,008 - mmaction - INFO - Epoch [2][1380/3757] lr: 1.000e-02, eta: 1 day, 2:24:42, time: 0.436, data_time: 0.003, memory: 7076, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.6016, loss: 2.6016, grad_norm: 6.0623 2021-02-10 16:23:59,343 - mmaction - INFO - Epoch [2][1400/3757] lr: 1.000e-02, eta: 1 day, 2:23:53, time: 0.466, data_time: 0.040, memory: 7076, top1_acc: 0.4062, top5_acc: 0.6617, loss_cls: 2.6368, loss: 2.6368, grad_norm: 5.9508 2021-02-10 16:24:09,907 - mmaction - INFO - Epoch [2][1420/3757] lr: 1.000e-02, eta: 1 day, 2:23:47, time: 0.527, data_time: 0.029, memory: 7076, top1_acc: 0.3656, top5_acc: 0.6516, loss_cls: 2.7489, loss: 2.7489, grad_norm: 5.8713 2021-02-10 16:24:18,255 - mmaction - INFO - Epoch [2][1440/3757] lr: 1.000e-02, eta: 1 day, 2:22:27, time: 0.420, data_time: 0.005, memory: 7076, top1_acc: 0.3906, top5_acc: 0.6453, loss_cls: 2.6681, loss: 2.6681, grad_norm: 5.8982 2021-02-10 16:24:27,886 - mmaction - INFO - Epoch [2][1460/3757] lr: 1.000e-02, eta: 1 day, 2:21:49, time: 0.481, data_time: 0.005, memory: 7076, top1_acc: 0.4094, top5_acc: 0.6617, loss_cls: 2.6325, loss: 2.6325, grad_norm: 5.6710 2021-02-10 16:24:36,510 - mmaction - INFO - Epoch [2][1480/3757] lr: 1.000e-02, eta: 1 day, 2:20:37, time: 0.432, data_time: 0.002, memory: 7076, top1_acc: 0.4055, top5_acc: 0.6727, loss_cls: 2.6074, loss: 2.6074, grad_norm: 5.5964 2021-02-10 16:24:44,877 - mmaction - INFO - Epoch [2][1500/3757] lr: 1.000e-02, eta: 1 day, 2:19:17, time: 0.418, data_time: 0.002, memory: 7076, top1_acc: 0.4148, top5_acc: 0.6641, loss_cls: 2.6158, loss: 2.6158, grad_norm: 5.8186 2021-02-10 16:24:53,292 - mmaction - INFO - Epoch [2][1520/3757] lr: 1.000e-02, eta: 1 day, 2:17:58, time: 0.420, data_time: 0.002, memory: 7076, top1_acc: 0.3977, top5_acc: 0.6633, loss_cls: 2.6278, loss: 2.6278, grad_norm: 5.7986 2021-02-10 16:25:02,601 - mmaction - INFO - Epoch [2][1540/3757] lr: 1.000e-02, eta: 1 day, 2:17:11, time: 0.466, data_time: 0.013, memory: 7076, top1_acc: 0.3836, top5_acc: 0.6719, loss_cls: 2.6363, loss: 2.6363, grad_norm: 5.8438 2021-02-10 16:25:11,246 - mmaction - INFO - Epoch [2][1560/3757] lr: 1.000e-02, eta: 1 day, 2:16:02, time: 0.432, data_time: 0.002, memory: 7076, top1_acc: 0.3773, top5_acc: 0.6570, loss_cls: 2.6623, loss: 2.6623, grad_norm: 5.9418 2021-02-10 16:25:20,564 - mmaction - INFO - Epoch [2][1580/3757] lr: 1.000e-02, eta: 1 day, 2:15:15, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.3844, top5_acc: 0.6633, loss_cls: 2.6546, loss: 2.6546, grad_norm: 5.6138 2021-02-10 16:25:28,332 - mmaction - INFO - Epoch [2][1600/3757] lr: 1.000e-02, eta: 1 day, 2:13:37, time: 0.388, data_time: 0.027, memory: 7076, top1_acc: 0.4039, top5_acc: 0.6742, loss_cls: 2.6199, loss: 2.6199, grad_norm: 5.9556 2021-02-10 16:25:37,307 - mmaction - INFO - Epoch [2][1620/3757] lr: 1.000e-02, eta: 1 day, 2:12:40, time: 0.449, data_time: 0.003, memory: 7076, top1_acc: 0.4078, top5_acc: 0.6781, loss_cls: 2.6064, loss: 2.6064, grad_norm: 5.6389 2021-02-10 16:25:46,581 - mmaction - INFO - Epoch [2][1640/3757] lr: 1.000e-02, eta: 1 day, 2:11:53, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.3688, top5_acc: 0.6422, loss_cls: 2.7200, loss: 2.7200, grad_norm: 5.7865 2021-02-10 16:25:54,389 - mmaction - INFO - Epoch [2][1660/3757] lr: 1.000e-02, eta: 1 day, 2:10:18, time: 0.392, data_time: 0.004, memory: 7076, top1_acc: 0.3914, top5_acc: 0.6445, loss_cls: 2.6733, loss: 2.6733, grad_norm: 5.8851 2021-02-10 16:26:03,886 - mmaction - INFO - Epoch [2][1680/3757] lr: 1.000e-02, eta: 1 day, 2:09:40, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.3844, top5_acc: 0.6648, loss_cls: 2.7356, loss: 2.7356, grad_norm: 5.9710 2021-02-10 16:26:12,079 - mmaction - INFO - Epoch [2][1700/3757] lr: 1.000e-02, eta: 1 day, 2:08:18, time: 0.409, data_time: 0.001, memory: 7076, top1_acc: 0.4023, top5_acc: 0.6711, loss_cls: 2.5744, loss: 2.5744, grad_norm: 5.7819 2021-02-10 16:26:22,196 - mmaction - INFO - Epoch [2][1720/3757] lr: 1.000e-02, eta: 1 day, 2:08:00, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.3977, top5_acc: 0.6492, loss_cls: 2.6287, loss: 2.6287, grad_norm: 6.0005 2021-02-10 16:26:30,593 - mmaction - INFO - Epoch [2][1740/3757] lr: 1.000e-02, eta: 1 day, 2:06:47, time: 0.421, data_time: 0.010, memory: 7076, top1_acc: 0.4172, top5_acc: 0.6875, loss_cls: 2.4879, loss: 2.4879, grad_norm: 5.7491 2021-02-10 16:26:39,575 - mmaction - INFO - Epoch [2][1760/3757] lr: 1.000e-02, eta: 1 day, 2:05:53, time: 0.450, data_time: 0.012, memory: 7076, top1_acc: 0.4000, top5_acc: 0.6664, loss_cls: 2.6300, loss: 2.6300, grad_norm: 5.8384 2021-02-10 16:26:48,596 - mmaction - INFO - Epoch [2][1780/3757] lr: 1.000e-02, eta: 1 day, 2:05:00, time: 0.449, data_time: 0.013, memory: 7076, top1_acc: 0.4297, top5_acc: 0.6859, loss_cls: 2.5072, loss: 2.5072, grad_norm: 5.7906 2021-02-10 16:26:57,731 - mmaction - INFO - Epoch [2][1800/3757] lr: 1.000e-02, eta: 1 day, 2:04:11, time: 0.458, data_time: 0.005, memory: 7076, top1_acc: 0.4000, top5_acc: 0.6719, loss_cls: 2.6320, loss: 2.6320, grad_norm: 5.7207 2021-02-10 16:27:06,048 - mmaction - INFO - Epoch [2][1820/3757] lr: 1.000e-02, eta: 1 day, 2:02:56, time: 0.416, data_time: 0.002, memory: 7076, top1_acc: 0.3953, top5_acc: 0.6602, loss_cls: 2.6482, loss: 2.6482, grad_norm: 5.7080 2021-02-10 16:27:14,421 - mmaction - INFO - Epoch [2][1840/3757] lr: 1.000e-02, eta: 1 day, 2:01:44, time: 0.419, data_time: 0.003, memory: 7076, top1_acc: 0.3820, top5_acc: 0.6539, loss_cls: 2.7229, loss: 2.7229, grad_norm: 5.6721 2021-02-10 16:27:24,851 - mmaction - INFO - Epoch [2][1860/3757] lr: 1.000e-02, eta: 1 day, 2:01:37, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.4133, top5_acc: 0.6875, loss_cls: 2.5531, loss: 2.5531, grad_norm: 5.7524 2021-02-10 16:27:33,561 - mmaction - INFO - Epoch [2][1880/3757] lr: 1.000e-02, eta: 1 day, 2:00:36, time: 0.435, data_time: 0.003, memory: 7076, top1_acc: 0.4109, top5_acc: 0.6937, loss_cls: 2.5327, loss: 2.5327, grad_norm: 5.7163 2021-02-10 16:27:43,100 - mmaction - INFO - Epoch [2][1900/3757] lr: 1.000e-02, eta: 1 day, 2:00:03, time: 0.480, data_time: 0.004, memory: 7076, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.6016, loss: 2.6016, grad_norm: 5.8750 2021-02-10 16:27:51,700 - mmaction - INFO - Epoch [2][1920/3757] lr: 1.000e-02, eta: 1 day, 1:58:55, time: 0.423, data_time: 0.001, memory: 7076, top1_acc: 0.3836, top5_acc: 0.6492, loss_cls: 2.7020, loss: 2.7020, grad_norm: 5.8248 2021-02-10 16:28:00,468 - mmaction - INFO - Epoch [2][1940/3757] lr: 1.000e-02, eta: 1 day, 1:58:01, time: 0.445, data_time: 0.008, memory: 7076, top1_acc: 0.4016, top5_acc: 0.6633, loss_cls: 2.6282, loss: 2.6282, grad_norm: 5.9265 2021-02-10 16:28:10,290 - mmaction - INFO - Epoch [2][1960/3757] lr: 1.000e-02, eta: 1 day, 1:57:35, time: 0.490, data_time: 0.003, memory: 7076, top1_acc: 0.3883, top5_acc: 0.6742, loss_cls: 2.6634, loss: 2.6634, grad_norm: 5.9029 2021-02-10 16:28:19,889 - mmaction - INFO - Epoch [2][1980/3757] lr: 1.000e-02, eta: 1 day, 1:57:04, time: 0.480, data_time: 0.008, memory: 7076, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.5926, loss: 2.5926, grad_norm: 5.8592 2021-02-10 16:28:28,167 - mmaction - INFO - Epoch [2][2000/3757] lr: 1.000e-02, eta: 1 day, 1:55:50, time: 0.412, data_time: 0.003, memory: 7076, top1_acc: 0.4242, top5_acc: 0.6867, loss_cls: 2.5423, loss: 2.5423, grad_norm: 5.6820 2021-02-10 16:28:39,086 - mmaction - INFO - Epoch [2][2020/3757] lr: 1.000e-02, eta: 1 day, 1:56:03, time: 0.549, data_time: 0.006, memory: 7076, top1_acc: 0.4078, top5_acc: 0.6711, loss_cls: 2.5901, loss: 2.5901, grad_norm: 5.7167 2021-02-10 16:28:46,943 - mmaction - INFO - Epoch [2][2040/3757] lr: 1.000e-02, eta: 1 day, 1:54:34, time: 0.388, data_time: 0.002, memory: 7076, top1_acc: 0.3953, top5_acc: 0.6805, loss_cls: 2.5551, loss: 2.5551, grad_norm: 5.8400 2021-02-10 16:28:56,323 - mmaction - INFO - Epoch [2][2060/3757] lr: 1.000e-02, eta: 1 day, 1:54:00, time: 0.474, data_time: 0.007, memory: 7076, top1_acc: 0.4070, top5_acc: 0.6492, loss_cls: 2.6336, loss: 2.6336, grad_norm: 5.6430 2021-02-10 16:29:04,462 - mmaction - INFO - Epoch [2][2080/3757] lr: 1.000e-02, eta: 1 day, 1:52:44, time: 0.408, data_time: 0.002, memory: 7076, top1_acc: 0.3992, top5_acc: 0.6664, loss_cls: 2.6857, loss: 2.6857, grad_norm: 5.8433 2021-02-10 16:29:14,228 - mmaction - INFO - Epoch [2][2100/3757] lr: 1.000e-02, eta: 1 day, 1:52:17, time: 0.485, data_time: 0.003, memory: 7076, top1_acc: 0.3984, top5_acc: 0.6562, loss_cls: 2.5969, loss: 2.5969, grad_norm: 5.8460 2021-02-10 16:29:23,105 - mmaction - INFO - Epoch [2][2120/3757] lr: 1.000e-02, eta: 1 day, 1:51:27, time: 0.447, data_time: 0.017, memory: 7076, top1_acc: 0.3969, top5_acc: 0.6547, loss_cls: 2.6938, loss: 2.6938, grad_norm: 5.6589 2021-02-10 16:29:32,701 - mmaction - INFO - Epoch [2][2140/3757] lr: 1.000e-02, eta: 1 day, 1:50:56, time: 0.478, data_time: 0.006, memory: 7076, top1_acc: 0.4273, top5_acc: 0.6891, loss_cls: 2.5455, loss: 2.5455, grad_norm: 5.7631 2021-02-10 16:29:41,699 - mmaction - INFO - Epoch [2][2160/3757] lr: 1.000e-02, eta: 1 day, 1:50:09, time: 0.452, data_time: 0.007, memory: 7076, top1_acc: 0.4086, top5_acc: 0.6961, loss_cls: 2.5537, loss: 2.5537, grad_norm: 5.9154 2021-02-10 16:29:50,729 - mmaction - INFO - Epoch [2][2180/3757] lr: 1.000e-02, eta: 1 day, 1:49:22, time: 0.451, data_time: 0.003, memory: 7076, top1_acc: 0.4023, top5_acc: 0.6680, loss_cls: 2.5834, loss: 2.5834, grad_norm: 5.8560 2021-02-10 16:29:59,636 - mmaction - INFO - Epoch [2][2200/3757] lr: 1.000e-02, eta: 1 day, 1:48:32, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.4398, top5_acc: 0.6977, loss_cls: 2.4893, loss: 2.4893, grad_norm: 5.8221 2021-02-10 16:30:08,440 - mmaction - INFO - Epoch [2][2220/3757] lr: 1.000e-02, eta: 1 day, 1:47:38, time: 0.439, data_time: 0.001, memory: 7076, top1_acc: 0.3937, top5_acc: 0.6648, loss_cls: 2.6191, loss: 2.6191, grad_norm: 5.8708 2021-02-10 16:30:18,560 - mmaction - INFO - Epoch [2][2240/3757] lr: 1.000e-02, eta: 1 day, 1:47:25, time: 0.506, data_time: 0.002, memory: 7076, top1_acc: 0.4313, top5_acc: 0.6984, loss_cls: 2.5127, loss: 2.5127, grad_norm: 5.7824 2021-02-10 16:30:26,993 - mmaction - INFO - Epoch [2][2260/3757] lr: 1.000e-02, eta: 1 day, 1:46:21, time: 0.422, data_time: 0.016, memory: 7076, top1_acc: 0.3992, top5_acc: 0.6750, loss_cls: 2.6030, loss: 2.6030, grad_norm: 5.8065 2021-02-10 16:30:34,991 - mmaction - INFO - Epoch [2][2280/3757] lr: 1.000e-02, eta: 1 day, 1:45:05, time: 0.401, data_time: 0.035, memory: 7076, top1_acc: 0.3883, top5_acc: 0.6672, loss_cls: 2.6399, loss: 2.6399, grad_norm: 5.8271 2021-02-10 16:30:44,333 - mmaction - INFO - Epoch [2][2300/3757] lr: 1.000e-02, eta: 1 day, 1:44:29, time: 0.467, data_time: 0.067, memory: 7076, top1_acc: 0.3969, top5_acc: 0.6719, loss_cls: 2.5805, loss: 2.5805, grad_norm: 5.6839 2021-02-10 16:30:52,301 - mmaction - INFO - Epoch [2][2320/3757] lr: 1.000e-02, eta: 1 day, 1:43:12, time: 0.398, data_time: 0.000, memory: 7076, top1_acc: 0.4148, top5_acc: 0.6547, loss_cls: 2.6063, loss: 2.6063, grad_norm: 5.6360 2021-02-10 16:31:01,141 - mmaction - INFO - Epoch [2][2340/3757] lr: 1.000e-02, eta: 1 day, 1:42:22, time: 0.442, data_time: 0.009, memory: 7076, top1_acc: 0.3906, top5_acc: 0.6687, loss_cls: 2.6407, loss: 2.6407, grad_norm: 5.8608 2021-02-10 16:31:09,964 - mmaction - INFO - Epoch [2][2360/3757] lr: 1.000e-02, eta: 1 day, 1:41:30, time: 0.439, data_time: 0.001, memory: 7076, top1_acc: 0.4047, top5_acc: 0.6555, loss_cls: 2.6332, loss: 2.6332, grad_norm: 5.6760 2021-02-10 16:31:18,778 - mmaction - INFO - Epoch [2][2380/3757] lr: 1.000e-02, eta: 1 day, 1:40:41, time: 0.442, data_time: 0.004, memory: 7076, top1_acc: 0.4375, top5_acc: 0.7211, loss_cls: 2.4185, loss: 2.4185, grad_norm: 5.6599 2021-02-10 16:31:27,598 - mmaction - INFO - Epoch [2][2400/3757] lr: 1.000e-02, eta: 1 day, 1:39:49, time: 0.438, data_time: 0.001, memory: 7076, top1_acc: 0.3922, top5_acc: 0.6578, loss_cls: 2.6778, loss: 2.6778, grad_norm: 5.7729 2021-02-10 16:31:35,582 - mmaction - INFO - Epoch [2][2420/3757] lr: 1.000e-02, eta: 1 day, 1:38:36, time: 0.401, data_time: 0.005, memory: 7076, top1_acc: 0.4188, top5_acc: 0.6805, loss_cls: 2.5796, loss: 2.5796, grad_norm: 5.7577 2021-02-10 16:31:44,206 - mmaction - INFO - Epoch [2][2440/3757] lr: 1.000e-02, eta: 1 day, 1:37:41, time: 0.431, data_time: 0.002, memory: 7076, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.5499, loss: 2.5499, grad_norm: 5.8891 2021-02-10 16:31:53,361 - mmaction - INFO - Epoch [2][2460/3757] lr: 1.000e-02, eta: 1 day, 1:37:01, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.4070, top5_acc: 0.6906, loss_cls: 2.5616, loss: 2.5616, grad_norm: 5.7851 2021-02-10 16:32:01,817 - mmaction - INFO - Epoch [2][2480/3757] lr: 1.000e-02, eta: 1 day, 1:36:02, time: 0.423, data_time: 0.002, memory: 7076, top1_acc: 0.4242, top5_acc: 0.6922, loss_cls: 2.5078, loss: 2.5078, grad_norm: 5.8088 2021-02-10 16:32:10,579 - mmaction - INFO - Epoch [2][2500/3757] lr: 1.000e-02, eta: 1 day, 1:35:07, time: 0.431, data_time: 0.004, memory: 7076, top1_acc: 0.4031, top5_acc: 0.6813, loss_cls: 2.5842, loss: 2.5842, grad_norm: 6.0105 2021-02-10 16:32:19,343 - mmaction - INFO - Epoch [2][2520/3757] lr: 1.000e-02, eta: 1 day, 1:34:21, time: 0.445, data_time: 0.054, memory: 7076, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.7000, loss: 2.7000, grad_norm: 5.8265 2021-02-10 16:32:28,264 - mmaction - INFO - Epoch [2][2540/3757] lr: 1.000e-02, eta: 1 day, 1:33:36, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.3859, top5_acc: 0.6672, loss_cls: 2.6908, loss: 2.6908, grad_norm: 5.7098 2021-02-10 16:32:37,788 - mmaction - INFO - Epoch [2][2560/3757] lr: 1.000e-02, eta: 1 day, 1:33:08, time: 0.476, data_time: 0.003, memory: 7076, top1_acc: 0.4172, top5_acc: 0.6844, loss_cls: 2.5771, loss: 2.5771, grad_norm: 5.6683 2021-02-10 16:32:45,241 - mmaction - INFO - Epoch [2][2580/3757] lr: 1.000e-02, eta: 1 day, 1:31:41, time: 0.373, data_time: 0.002, memory: 7076, top1_acc: 0.4008, top5_acc: 0.6664, loss_cls: 2.6491, loss: 2.6491, grad_norm: 5.8886 2021-02-10 16:32:54,530 - mmaction - INFO - Epoch [2][2600/3757] lr: 1.000e-02, eta: 1 day, 1:31:06, time: 0.462, data_time: 0.016, memory: 7076, top1_acc: 0.4242, top5_acc: 0.7008, loss_cls: 2.5051, loss: 2.5051, grad_norm: 5.7882 2021-02-10 16:33:03,624 - mmaction - INFO - Epoch [2][2620/3757] lr: 1.000e-02, eta: 1 day, 1:30:28, time: 0.457, data_time: 0.008, memory: 7076, top1_acc: 0.3844, top5_acc: 0.6414, loss_cls: 2.7287, loss: 2.7287, grad_norm: 5.7075 2021-02-10 16:33:13,579 - mmaction - INFO - Epoch [2][2640/3757] lr: 1.000e-02, eta: 1 day, 1:30:12, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.4039, top5_acc: 0.6742, loss_cls: 2.5763, loss: 2.5763, grad_norm: 5.7465 2021-02-10 16:33:22,177 - mmaction - INFO - Epoch [2][2660/3757] lr: 1.000e-02, eta: 1 day, 1:29:20, time: 0.431, data_time: 0.003, memory: 7076, top1_acc: 0.4039, top5_acc: 0.6672, loss_cls: 2.6077, loss: 2.6077, grad_norm: 5.8062 2021-02-10 16:33:30,616 - mmaction - INFO - Epoch [2][2680/3757] lr: 1.000e-02, eta: 1 day, 1:28:22, time: 0.422, data_time: 0.002, memory: 7076, top1_acc: 0.4062, top5_acc: 0.6672, loss_cls: 2.5763, loss: 2.5763, grad_norm: 5.7644 2021-02-10 16:33:39,182 - mmaction - INFO - Epoch [2][2700/3757] lr: 1.000e-02, eta: 1 day, 1:27:29, time: 0.428, data_time: 0.004, memory: 7076, top1_acc: 0.4250, top5_acc: 0.6586, loss_cls: 2.6412, loss: 2.6412, grad_norm: 5.8026 2021-02-10 16:33:48,705 - mmaction - INFO - Epoch [2][2720/3757] lr: 1.000e-02, eta: 1 day, 1:26:58, time: 0.469, data_time: 0.013, memory: 7076, top1_acc: 0.4000, top5_acc: 0.6727, loss_cls: 2.6284, loss: 2.6284, grad_norm: 5.9137 2021-02-10 16:33:57,621 - mmaction - INFO - Epoch [2][2740/3757] lr: 1.000e-02, eta: 1 day, 1:26:19, time: 0.453, data_time: 0.027, memory: 7076, top1_acc: 0.3922, top5_acc: 0.6617, loss_cls: 2.6223, loss: 2.6223, grad_norm: 5.7876 2021-02-10 16:34:04,921 - mmaction - INFO - Epoch [2][2760/3757] lr: 1.000e-02, eta: 1 day, 1:24:51, time: 0.365, data_time: 0.002, memory: 7076, top1_acc: 0.4117, top5_acc: 0.6797, loss_cls: 2.5601, loss: 2.5601, grad_norm: 5.3866 2021-02-10 16:34:14,087 - mmaction - INFO - Epoch [2][2780/3757] lr: 1.000e-02, eta: 1 day, 1:24:15, time: 0.457, data_time: 0.003, memory: 7076, top1_acc: 0.3953, top5_acc: 0.6617, loss_cls: 2.6467, loss: 2.6467, grad_norm: 5.6125 2021-02-10 16:34:22,832 - mmaction - INFO - Epoch [2][2800/3757] lr: 1.000e-02, eta: 1 day, 1:23:29, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.4250, top5_acc: 0.6695, loss_cls: 2.5398, loss: 2.5398, grad_norm: 5.5842 2021-02-10 16:34:31,661 - mmaction - INFO - Epoch [2][2820/3757] lr: 1.000e-02, eta: 1 day, 1:22:43, time: 0.440, data_time: 0.064, memory: 7076, top1_acc: 0.4023, top5_acc: 0.6547, loss_cls: 2.6230, loss: 2.6230, grad_norm: 5.6252 2021-02-10 16:34:40,314 - mmaction - INFO - Epoch [2][2840/3757] lr: 1.000e-02, eta: 1 day, 1:21:53, time: 0.432, data_time: 0.024, memory: 7076, top1_acc: 0.4203, top5_acc: 0.6867, loss_cls: 2.5427, loss: 2.5427, grad_norm: 5.6940 2021-02-10 16:34:48,821 - mmaction - INFO - Epoch [2][2860/3757] lr: 1.000e-02, eta: 1 day, 1:20:57, time: 0.419, data_time: 0.003, memory: 7076, top1_acc: 0.4008, top5_acc: 0.6930, loss_cls: 2.5596, loss: 2.5596, grad_norm: 5.6439 2021-02-10 16:34:57,111 - mmaction - INFO - Epoch [2][2880/3757] lr: 1.000e-02, eta: 1 day, 1:20:03, time: 0.423, data_time: 0.016, memory: 7076, top1_acc: 0.4023, top5_acc: 0.6813, loss_cls: 2.5563, loss: 2.5563, grad_norm: 5.6852 2021-02-10 16:35:07,024 - mmaction - INFO - Epoch [2][2900/3757] lr: 1.000e-02, eta: 1 day, 1:19:38, time: 0.476, data_time: 0.037, memory: 7076, top1_acc: 0.4383, top5_acc: 0.7133, loss_cls: 2.4593, loss: 2.4593, grad_norm: 5.6007 2021-02-10 16:35:15,088 - mmaction - INFO - Epoch [2][2920/3757] lr: 1.000e-02, eta: 1 day, 1:18:44, time: 0.423, data_time: 0.021, memory: 7076, top1_acc: 0.4297, top5_acc: 0.6922, loss_cls: 2.5076, loss: 2.5076, grad_norm: 5.6443 2021-02-10 16:35:24,004 - mmaction - INFO - Epoch [2][2940/3757] lr: 1.000e-02, eta: 1 day, 1:18:03, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.4328, top5_acc: 0.6906, loss_cls: 2.5225, loss: 2.5225, grad_norm: 5.7950 2021-02-10 16:35:33,107 - mmaction - INFO - Epoch [2][2960/3757] lr: 1.000e-02, eta: 1 day, 1:17:27, time: 0.456, data_time: 0.025, memory: 7076, top1_acc: 0.4156, top5_acc: 0.6594, loss_cls: 2.6129, loss: 2.6129, grad_norm: 5.9569 2021-02-10 16:35:42,087 - mmaction - INFO - Epoch [2][2980/3757] lr: 1.000e-02, eta: 1 day, 1:16:48, time: 0.449, data_time: 0.043, memory: 7076, top1_acc: 0.4102, top5_acc: 0.6742, loss_cls: 2.6342, loss: 2.6342, grad_norm: 5.5815 2021-02-10 16:35:50,941 - mmaction - INFO - Epoch [2][3000/3757] lr: 1.000e-02, eta: 1 day, 1:16:06, time: 0.442, data_time: 0.001, memory: 7076, top1_acc: 0.4078, top5_acc: 0.6727, loss_cls: 2.5784, loss: 2.5784, grad_norm: 5.8208 2021-02-10 16:35:59,439 - mmaction - INFO - Epoch [2][3020/3757] lr: 1.000e-02, eta: 1 day, 1:15:15, time: 0.425, data_time: 0.003, memory: 7076, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.5505, loss: 2.5505, grad_norm: 5.5489 2021-02-10 16:36:08,508 - mmaction - INFO - Epoch [2][3040/3757] lr: 1.000e-02, eta: 1 day, 1:14:38, time: 0.453, data_time: 0.003, memory: 7076, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.4968, loss: 2.4968, grad_norm: 5.8130 2021-02-10 16:36:18,134 - mmaction - INFO - Epoch [2][3060/3757] lr: 1.000e-02, eta: 1 day, 1:14:17, time: 0.481, data_time: 0.006, memory: 7076, top1_acc: 0.4117, top5_acc: 0.6758, loss_cls: 2.6044, loss: 2.6044, grad_norm: 5.6264 2021-02-10 16:36:25,923 - mmaction - INFO - Epoch [2][3080/3757] lr: 1.000e-02, eta: 1 day, 1:13:07, time: 0.389, data_time: 0.004, memory: 7076, top1_acc: 0.4211, top5_acc: 0.6906, loss_cls: 2.5131, loss: 2.5131, grad_norm: 5.4624 2021-02-10 16:36:34,897 - mmaction - INFO - Epoch [2][3100/3757] lr: 1.000e-02, eta: 1 day, 1:12:30, time: 0.451, data_time: 0.039, memory: 7076, top1_acc: 0.4258, top5_acc: 0.6922, loss_cls: 2.5219, loss: 2.5219, grad_norm: 5.6435 2021-02-10 16:36:43,658 - mmaction - INFO - Epoch [2][3120/3757] lr: 1.000e-02, eta: 1 day, 1:11:47, time: 0.438, data_time: 0.029, memory: 7076, top1_acc: 0.4203, top5_acc: 0.7039, loss_cls: 2.4860, loss: 2.4860, grad_norm: 5.8172 2021-02-10 16:36:52,942 - mmaction - INFO - Epoch [2][3140/3757] lr: 1.000e-02, eta: 1 day, 1:11:18, time: 0.465, data_time: 0.050, memory: 7076, top1_acc: 0.4344, top5_acc: 0.6883, loss_cls: 2.4913, loss: 2.4913, grad_norm: 5.8184 2021-02-10 16:37:01,578 - mmaction - INFO - Epoch [2][3160/3757] lr: 1.000e-02, eta: 1 day, 1:10:31, time: 0.432, data_time: 0.056, memory: 7076, top1_acc: 0.4148, top5_acc: 0.6766, loss_cls: 2.5107, loss: 2.5107, grad_norm: 5.6762 2021-02-10 16:37:11,101 - mmaction - INFO - Epoch [2][3180/3757] lr: 1.000e-02, eta: 1 day, 1:10:08, time: 0.476, data_time: 0.053, memory: 7076, top1_acc: 0.4273, top5_acc: 0.6922, loss_cls: 2.5003, loss: 2.5003, grad_norm: 5.5287 2021-02-10 16:37:20,802 - mmaction - INFO - Epoch [2][3200/3757] lr: 1.000e-02, eta: 1 day, 1:09:50, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.4289, top5_acc: 0.6977, loss_cls: 2.4643, loss: 2.4643, grad_norm: 5.6170 2021-02-10 16:37:29,205 - mmaction - INFO - Epoch [2][3220/3757] lr: 1.000e-02, eta: 1 day, 1:08:58, time: 0.420, data_time: 0.001, memory: 7076, top1_acc: 0.3992, top5_acc: 0.6805, loss_cls: 2.5921, loss: 2.5921, grad_norm: 5.7710 2021-02-10 16:37:38,319 - mmaction - INFO - Epoch [2][3240/3757] lr: 1.000e-02, eta: 1 day, 1:08:25, time: 0.455, data_time: 0.059, memory: 7076, top1_acc: 0.4172, top5_acc: 0.6750, loss_cls: 2.5718, loss: 2.5718, grad_norm: 5.7517 2021-02-10 16:37:47,708 - mmaction - INFO - Epoch [2][3260/3757] lr: 1.000e-02, eta: 1 day, 1:07:59, time: 0.470, data_time: 0.003, memory: 7076, top1_acc: 0.4250, top5_acc: 0.7008, loss_cls: 2.4767, loss: 2.4767, grad_norm: 5.6830 2021-02-10 16:37:55,200 - mmaction - INFO - Epoch [2][3280/3757] lr: 1.000e-02, eta: 1 day, 1:06:45, time: 0.375, data_time: 0.002, memory: 7076, top1_acc: 0.4000, top5_acc: 0.6648, loss_cls: 2.6561, loss: 2.6561, grad_norm: 5.6239 2021-02-10 16:38:04,191 - mmaction - INFO - Epoch [2][3300/3757] lr: 1.000e-02, eta: 1 day, 1:06:08, time: 0.449, data_time: 0.030, memory: 7076, top1_acc: 0.4242, top5_acc: 0.6875, loss_cls: 2.4941, loss: 2.4941, grad_norm: 5.7803 2021-02-10 16:38:13,136 - mmaction - INFO - Epoch [2][3320/3757] lr: 1.000e-02, eta: 1 day, 1:05:31, time: 0.446, data_time: 0.004, memory: 7076, top1_acc: 0.3945, top5_acc: 0.6711, loss_cls: 2.6349, loss: 2.6349, grad_norm: 5.7282 2021-02-10 16:38:22,646 - mmaction - INFO - Epoch [2][3340/3757] lr: 1.000e-02, eta: 1 day, 1:05:09, time: 0.476, data_time: 0.059, memory: 7076, top1_acc: 0.4305, top5_acc: 0.7086, loss_cls: 2.3957, loss: 2.3957, grad_norm: 5.6953 2021-02-10 16:38:31,437 - mmaction - INFO - Epoch [2][3360/3757] lr: 1.000e-02, eta: 1 day, 1:04:28, time: 0.438, data_time: 0.003, memory: 7076, top1_acc: 0.4070, top5_acc: 0.6898, loss_cls: 2.5117, loss: 2.5117, grad_norm: 5.8033 2021-02-10 16:38:40,311 - mmaction - INFO - Epoch [2][3380/3757] lr: 1.000e-02, eta: 1 day, 1:03:51, time: 0.445, data_time: 0.003, memory: 7076, top1_acc: 0.4102, top5_acc: 0.6797, loss_cls: 2.5841, loss: 2.5841, grad_norm: 5.8273 2021-02-10 16:38:48,698 - mmaction - INFO - Epoch [2][3400/3757] lr: 1.000e-02, eta: 1 day, 1:03:00, time: 0.419, data_time: 0.001, memory: 7076, top1_acc: 0.4078, top5_acc: 0.7000, loss_cls: 2.5268, loss: 2.5268, grad_norm: 5.5798 2021-02-10 16:38:57,930 - mmaction - INFO - Epoch [2][3420/3757] lr: 1.000e-02, eta: 1 day, 1:02:29, time: 0.457, data_time: 0.004, memory: 7076, top1_acc: 0.4117, top5_acc: 0.6672, loss_cls: 2.5965, loss: 2.5965, grad_norm: 5.7012 2021-02-10 16:39:06,066 - mmaction - INFO - Epoch [2][3440/3757] lr: 1.000e-02, eta: 1 day, 1:01:34, time: 0.410, data_time: 0.006, memory: 7076, top1_acc: 0.4125, top5_acc: 0.6680, loss_cls: 2.5913, loss: 2.5913, grad_norm: 5.7266 2021-02-10 16:39:15,960 - mmaction - INFO - Epoch [2][3460/3757] lr: 1.000e-02, eta: 1 day, 1:01:22, time: 0.495, data_time: 0.003, memory: 7076, top1_acc: 0.4133, top5_acc: 0.6820, loss_cls: 2.5473, loss: 2.5473, grad_norm: 5.8291 2021-02-10 16:39:24,330 - mmaction - INFO - Epoch [2][3480/3757] lr: 1.000e-02, eta: 1 day, 1:00:33, time: 0.419, data_time: 0.003, memory: 7076, top1_acc: 0.4367, top5_acc: 0.6797, loss_cls: 2.5252, loss: 2.5252, grad_norm: 5.4648 2021-02-10 16:39:33,761 - mmaction - INFO - Epoch [2][3500/3757] lr: 1.000e-02, eta: 1 day, 1:00:10, time: 0.472, data_time: 0.002, memory: 7076, top1_acc: 0.4172, top5_acc: 0.6930, loss_cls: 2.5528, loss: 2.5528, grad_norm: 5.7942 2021-02-10 16:39:41,589 - mmaction - INFO - Epoch [2][3520/3757] lr: 1.000e-02, eta: 1 day, 0:59:06, time: 0.391, data_time: 0.005, memory: 7076, top1_acc: 0.4180, top5_acc: 0.6664, loss_cls: 2.5797, loss: 2.5797, grad_norm: 5.6258 2021-02-10 16:39:51,688 - mmaction - INFO - Epoch [2][3540/3757] lr: 1.000e-02, eta: 1 day, 0:59:00, time: 0.506, data_time: 0.013, memory: 7076, top1_acc: 0.4023, top5_acc: 0.6750, loss_cls: 2.5776, loss: 2.5776, grad_norm: 5.7247 2021-02-10 16:40:00,205 - mmaction - INFO - Epoch [2][3560/3757] lr: 1.000e-02, eta: 1 day, 0:58:14, time: 0.425, data_time: 0.001, memory: 7076, top1_acc: 0.3961, top5_acc: 0.6789, loss_cls: 2.5998, loss: 2.5998, grad_norm: 5.7329 2021-02-10 16:40:08,471 - mmaction - INFO - Epoch [2][3580/3757] lr: 1.000e-02, eta: 1 day, 0:57:23, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.4039, top5_acc: 0.6680, loss_cls: 2.5844, loss: 2.5844, grad_norm: 5.7319 2021-02-10 16:40:17,551 - mmaction - INFO - Epoch [2][3600/3757] lr: 1.000e-02, eta: 1 day, 0:56:51, time: 0.454, data_time: 0.012, memory: 7076, top1_acc: 0.4430, top5_acc: 0.6852, loss_cls: 2.4789, loss: 2.4789, grad_norm: 5.7941 2021-02-10 16:40:25,858 - mmaction - INFO - Epoch [2][3620/3757] lr: 1.000e-02, eta: 1 day, 0:56:01, time: 0.415, data_time: 0.001, memory: 7076, top1_acc: 0.3969, top5_acc: 0.6570, loss_cls: 2.6226, loss: 2.6226, grad_norm: 5.6706 2021-02-10 16:40:34,049 - mmaction - INFO - Epoch [2][3640/3757] lr: 1.000e-02, eta: 1 day, 0:55:08, time: 0.410, data_time: 0.004, memory: 7076, top1_acc: 0.4227, top5_acc: 0.6805, loss_cls: 2.5156, loss: 2.5156, grad_norm: 5.5081 2021-02-10 16:40:42,687 - mmaction - INFO - Epoch [2][3660/3757] lr: 1.000e-02, eta: 1 day, 0:54:25, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.4164, top5_acc: 0.6820, loss_cls: 2.5714, loss: 2.5714, grad_norm: 5.5706 2021-02-10 16:40:51,238 - mmaction - INFO - Epoch [2][3680/3757] lr: 1.000e-02, eta: 1 day, 0:53:43, time: 0.430, data_time: 0.004, memory: 7076, top1_acc: 0.4133, top5_acc: 0.6859, loss_cls: 2.5666, loss: 2.5666, grad_norm: 5.6063 2021-02-10 16:41:01,480 - mmaction - INFO - Epoch [2][3700/3757] lr: 1.000e-02, eta: 1 day, 0:53:39, time: 0.509, data_time: 0.007, memory: 7076, top1_acc: 0.4031, top5_acc: 0.6844, loss_cls: 2.5749, loss: 2.5749, grad_norm: 5.6364 2021-02-10 16:41:09,718 - mmaction - INFO - Epoch [2][3720/3757] lr: 1.000e-02, eta: 1 day, 0:52:50, time: 0.416, data_time: 0.008, memory: 7076, top1_acc: 0.4133, top5_acc: 0.6867, loss_cls: 2.5651, loss: 2.5651, grad_norm: 5.5176 2021-02-10 16:41:18,184 - mmaction - INFO - Epoch [2][3740/3757] lr: 1.000e-02, eta: 1 day, 0:52:04, time: 0.422, data_time: 0.001, memory: 7076, top1_acc: 0.4250, top5_acc: 0.6867, loss_cls: 2.4783, loss: 2.4783, grad_norm: 5.5181 2021-02-10 16:44:26,603 - mmaction - INFO - Epoch [3][20/3757] lr: 1.000e-02, eta: 1 day, 1:53:10, time: 8.615, data_time: 8.182, memory: 7076, top1_acc: 0.4344, top5_acc: 0.6820, loss_cls: 2.4884, loss: 2.4884, grad_norm: 5.7374 2021-02-10 16:44:35,708 - mmaction - INFO - Epoch [3][40/3757] lr: 1.000e-02, eta: 1 day, 1:52:31, time: 0.457, data_time: 0.011, memory: 7076, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.4894, loss: 2.4894, grad_norm: 5.6180 2021-02-10 16:44:43,845 - mmaction - INFO - Epoch [3][60/3757] lr: 1.000e-02, eta: 1 day, 1:51:28, time: 0.407, data_time: 0.002, memory: 7076, top1_acc: 0.4437, top5_acc: 0.6883, loss_cls: 2.4796, loss: 2.4796, grad_norm: 5.5182 2021-02-10 16:44:52,326 - mmaction - INFO - Epoch [3][80/3757] lr: 1.000e-02, eta: 1 day, 1:50:34, time: 0.424, data_time: 0.007, memory: 7076, top1_acc: 0.4203, top5_acc: 0.7133, loss_cls: 2.3661, loss: 2.3661, grad_norm: 5.6685 2021-02-10 16:45:03,179 - mmaction - INFO - Epoch [3][100/3757] lr: 1.000e-02, eta: 1 day, 1:50:35, time: 0.539, data_time: 0.115, memory: 7076, top1_acc: 0.4047, top5_acc: 0.7008, loss_cls: 2.5073, loss: 2.5073, grad_norm: 5.7612 2021-02-10 16:45:10,934 - mmaction - INFO - Epoch [3][120/3757] lr: 1.000e-02, eta: 1 day, 1:49:26, time: 0.392, data_time: 0.005, memory: 7076, top1_acc: 0.4047, top5_acc: 0.6539, loss_cls: 2.6408, loss: 2.6408, grad_norm: 5.8020 2021-02-10 16:45:22,206 - mmaction - INFO - Epoch [3][140/3757] lr: 1.000e-02, eta: 1 day, 1:49:33, time: 0.553, data_time: 0.002, memory: 7076, top1_acc: 0.4477, top5_acc: 0.7063, loss_cls: 2.3743, loss: 2.3743, grad_norm: 5.4834 2021-02-10 16:45:29,640 - mmaction - INFO - Epoch [3][160/3757] lr: 1.000e-02, eta: 1 day, 1:48:20, time: 0.382, data_time: 0.012, memory: 7076, top1_acc: 0.4414, top5_acc: 0.6953, loss_cls: 2.4223, loss: 2.4223, grad_norm: 5.5668 2021-02-10 16:45:39,379 - mmaction - INFO - Epoch [3][180/3757] lr: 1.000e-02, eta: 1 day, 1:47:55, time: 0.485, data_time: 0.103, memory: 7076, top1_acc: 0.4305, top5_acc: 0.6914, loss_cls: 2.4447, loss: 2.4447, grad_norm: 5.5999 2021-02-10 16:45:48,294 - mmaction - INFO - Epoch [3][200/3757] lr: 1.000e-02, eta: 1 day, 1:47:12, time: 0.446, data_time: 0.008, memory: 7076, top1_acc: 0.4320, top5_acc: 0.6797, loss_cls: 2.4393, loss: 2.4393, grad_norm: 5.5785 2021-02-10 16:45:56,053 - mmaction - INFO - Epoch [3][220/3757] lr: 1.000e-02, eta: 1 day, 1:46:03, time: 0.389, data_time: 0.002, memory: 7076, top1_acc: 0.4297, top5_acc: 0.7023, loss_cls: 2.4542, loss: 2.4542, grad_norm: 5.8405 2021-02-10 16:46:05,477 - mmaction - INFO - Epoch [3][240/3757] lr: 1.000e-02, eta: 1 day, 1:45:33, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.4172, top5_acc: 0.7023, loss_cls: 2.4083, loss: 2.4083, grad_norm: 5.5406 2021-02-10 16:46:13,414 - mmaction - INFO - Epoch [3][260/3757] lr: 1.000e-02, eta: 1 day, 1:44:28, time: 0.397, data_time: 0.002, memory: 7076, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.3932, loss: 2.3932, grad_norm: 5.4525 2021-02-10 16:46:22,216 - mmaction - INFO - Epoch [3][280/3757] lr: 1.000e-02, eta: 1 day, 1:43:42, time: 0.438, data_time: 0.012, memory: 7076, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.4305, loss: 2.4305, grad_norm: 5.7327 2021-02-10 16:46:31,189 - mmaction - INFO - Epoch [3][300/3757] lr: 1.000e-02, eta: 1 day, 1:43:02, time: 0.449, data_time: 0.003, memory: 7076, top1_acc: 0.4211, top5_acc: 0.6867, loss_cls: 2.5023, loss: 2.5023, grad_norm: 5.8041 2021-02-10 16:46:42,220 - mmaction - INFO - Epoch [3][320/3757] lr: 1.000e-02, eta: 1 day, 1:43:09, time: 0.552, data_time: 0.004, memory: 7076, top1_acc: 0.4570, top5_acc: 0.7156, loss_cls: 2.3155, loss: 2.3155, grad_norm: 5.5539 2021-02-10 16:46:50,229 - mmaction - INFO - Epoch [3][340/3757] lr: 1.000e-02, eta: 1 day, 1:42:07, time: 0.402, data_time: 0.004, memory: 7076, top1_acc: 0.4555, top5_acc: 0.7141, loss_cls: 2.3363, loss: 2.3363, grad_norm: 5.5329 2021-02-10 16:47:00,022 - mmaction - INFO - Epoch [3][360/3757] lr: 1.000e-02, eta: 1 day, 1:41:45, time: 0.488, data_time: 0.095, memory: 7076, top1_acc: 0.4367, top5_acc: 0.6914, loss_cls: 2.4622, loss: 2.4622, grad_norm: 5.7402 2021-02-10 16:47:08,085 - mmaction - INFO - Epoch [3][380/3757] lr: 1.000e-02, eta: 1 day, 1:40:43, time: 0.402, data_time: 0.004, memory: 7076, top1_acc: 0.4375, top5_acc: 0.7117, loss_cls: 2.4037, loss: 2.4037, grad_norm: 5.7903 2021-02-10 16:47:16,862 - mmaction - INFO - Epoch [3][400/3757] lr: 1.000e-02, eta: 1 day, 1:40:00, time: 0.441, data_time: 0.004, memory: 7076, top1_acc: 0.4406, top5_acc: 0.7266, loss_cls: 2.3542, loss: 2.3542, grad_norm: 5.7045 2021-02-10 16:47:25,466 - mmaction - INFO - Epoch [3][420/3757] lr: 1.000e-02, eta: 1 day, 1:39:12, time: 0.429, data_time: 0.001, memory: 7076, top1_acc: 0.4305, top5_acc: 0.6906, loss_cls: 2.4827, loss: 2.4827, grad_norm: 5.5664 2021-02-10 16:47:34,667 - mmaction - INFO - Epoch [3][440/3757] lr: 1.000e-02, eta: 1 day, 1:38:37, time: 0.460, data_time: 0.002, memory: 7076, top1_acc: 0.4414, top5_acc: 0.6914, loss_cls: 2.4628, loss: 2.4628, grad_norm: 5.6551 2021-02-10 16:47:43,663 - mmaction - INFO - Epoch [3][460/3757] lr: 1.000e-02, eta: 1 day, 1:37:58, time: 0.449, data_time: 0.003, memory: 7076, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.3344, loss: 2.3344, grad_norm: 5.5528 2021-02-10 16:47:52,809 - mmaction - INFO - Epoch [3][480/3757] lr: 1.000e-02, eta: 1 day, 1:37:24, time: 0.459, data_time: 0.007, memory: 7076, top1_acc: 0.4461, top5_acc: 0.7000, loss_cls: 2.3993, loss: 2.3993, grad_norm: 5.7527 2021-02-10 16:48:02,636 - mmaction - INFO - Epoch [3][500/3757] lr: 1.000e-02, eta: 1 day, 1:37:03, time: 0.491, data_time: 0.005, memory: 7076, top1_acc: 0.4398, top5_acc: 0.6977, loss_cls: 2.4549, loss: 2.4549, grad_norm: 5.7140 2021-02-10 16:48:10,161 - mmaction - INFO - Epoch [3][520/3757] lr: 1.000e-02, eta: 1 day, 1:35:52, time: 0.376, data_time: 0.003, memory: 7076, top1_acc: 0.4539, top5_acc: 0.6969, loss_cls: 2.4282, loss: 2.4282, grad_norm: 5.7319 2021-02-10 16:48:19,799 - mmaction - INFO - Epoch [3][540/3757] lr: 1.000e-02, eta: 1 day, 1:35:28, time: 0.482, data_time: 0.090, memory: 7076, top1_acc: 0.4336, top5_acc: 0.6977, loss_cls: 2.4787, loss: 2.4787, grad_norm: 5.8460 2021-02-10 16:48:28,215 - mmaction - INFO - Epoch [3][560/3757] lr: 1.000e-02, eta: 1 day, 1:34:36, time: 0.419, data_time: 0.013, memory: 7076, top1_acc: 0.4195, top5_acc: 0.6836, loss_cls: 2.5310, loss: 2.5310, grad_norm: 5.8569 2021-02-10 16:48:35,974 - mmaction - INFO - Epoch [3][580/3757] lr: 1.000e-02, eta: 1 day, 1:33:32, time: 0.389, data_time: 0.006, memory: 7076, top1_acc: 0.4508, top5_acc: 0.7078, loss_cls: 2.3722, loss: 2.3722, grad_norm: 5.4657 2021-02-10 16:48:44,873 - mmaction - INFO - Epoch [3][600/3757] lr: 1.000e-02, eta: 1 day, 1:32:52, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.4313, top5_acc: 0.6953, loss_cls: 2.5098, loss: 2.5098, grad_norm: 5.7209 2021-02-10 16:48:53,155 - mmaction - INFO - Epoch [3][620/3757] lr: 1.000e-02, eta: 1 day, 1:31:58, time: 0.414, data_time: 0.002, memory: 7076, top1_acc: 0.4453, top5_acc: 0.6937, loss_cls: 2.4525, loss: 2.4525, grad_norm: 5.7795 2021-02-10 16:49:02,564 - mmaction - INFO - Epoch [3][640/3757] lr: 1.000e-02, eta: 1 day, 1:31:30, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.4414, top5_acc: 0.7016, loss_cls: 2.4543, loss: 2.4543, grad_norm: 5.6864 2021-02-10 16:49:10,963 - mmaction - INFO - Epoch [3][660/3757] lr: 1.000e-02, eta: 1 day, 1:30:39, time: 0.419, data_time: 0.002, memory: 7076, top1_acc: 0.4336, top5_acc: 0.6891, loss_cls: 2.4714, loss: 2.4714, grad_norm: 5.5487 2021-02-10 16:49:19,649 - mmaction - INFO - Epoch [3][680/3757] lr: 1.000e-02, eta: 1 day, 1:29:56, time: 0.435, data_time: 0.005, memory: 7076, top1_acc: 0.4500, top5_acc: 0.6953, loss_cls: 2.4429, loss: 2.4429, grad_norm: 5.6403 2021-02-10 16:49:28,628 - mmaction - INFO - Epoch [3][700/3757] lr: 1.000e-02, eta: 1 day, 1:29:18, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3433, loss: 2.3433, grad_norm: 5.7001 2021-02-10 16:49:36,818 - mmaction - INFO - Epoch [3][720/3757] lr: 1.000e-02, eta: 1 day, 1:28:24, time: 0.411, data_time: 0.003, memory: 7076, top1_acc: 0.4102, top5_acc: 0.6867, loss_cls: 2.5323, loss: 2.5323, grad_norm: 5.9109 2021-02-10 16:49:47,427 - mmaction - INFO - Epoch [3][740/3757] lr: 1.000e-02, eta: 1 day, 1:28:21, time: 0.525, data_time: 0.001, memory: 7076, top1_acc: 0.4250, top5_acc: 0.6852, loss_cls: 2.4910, loss: 2.4910, grad_norm: 5.6940 2021-02-10 16:49:56,566 - mmaction - INFO - Epoch [3][760/3757] lr: 1.000e-02, eta: 1 day, 1:27:49, time: 0.461, data_time: 0.006, memory: 7076, top1_acc: 0.4391, top5_acc: 0.6945, loss_cls: 2.4755, loss: 2.4755, grad_norm: 5.6169 2021-02-10 16:50:04,997 - mmaction - INFO - Epoch [3][780/3757] lr: 1.000e-02, eta: 1 day, 1:27:00, time: 0.422, data_time: 0.015, memory: 7076, top1_acc: 0.4461, top5_acc: 0.7063, loss_cls: 2.3781, loss: 2.3781, grad_norm: 5.7107 2021-02-10 16:50:13,854 - mmaction - INFO - Epoch [3][800/3757] lr: 1.000e-02, eta: 1 day, 1:26:21, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.4516, top5_acc: 0.7094, loss_cls: 2.3908, loss: 2.3908, grad_norm: 5.6010 2021-02-10 16:50:22,503 - mmaction - INFO - Epoch [3][820/3757] lr: 1.000e-02, eta: 1 day, 1:25:32, time: 0.419, data_time: 0.002, memory: 7076, top1_acc: 0.4477, top5_acc: 0.7000, loss_cls: 2.4471, loss: 2.4471, grad_norm: 5.6294 2021-02-10 16:50:30,649 - mmaction - INFO - Epoch [3][840/3757] lr: 1.000e-02, eta: 1 day, 1:24:43, time: 0.420, data_time: 0.014, memory: 7076, top1_acc: 0.4328, top5_acc: 0.7156, loss_cls: 2.3814, loss: 2.3814, grad_norm: 5.7507 2021-02-10 16:50:39,658 - mmaction - INFO - Epoch [3][860/3757] lr: 1.000e-02, eta: 1 day, 1:24:07, time: 0.451, data_time: 0.004, memory: 7076, top1_acc: 0.4336, top5_acc: 0.6789, loss_cls: 2.5353, loss: 2.5353, grad_norm: 5.6610 2021-02-10 16:50:48,520 - mmaction - INFO - Epoch [3][880/3757] lr: 1.000e-02, eta: 1 day, 1:23:29, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.4492, top5_acc: 0.6953, loss_cls: 2.4094, loss: 2.4094, grad_norm: 5.2226 2021-02-10 16:50:57,372 - mmaction - INFO - Epoch [3][900/3757] lr: 1.000e-02, eta: 1 day, 1:22:50, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.4422, top5_acc: 0.7242, loss_cls: 2.3223, loss: 2.3223, grad_norm: 5.6595 2021-02-10 16:51:05,948 - mmaction - INFO - Epoch [3][920/3757] lr: 1.000e-02, eta: 1 day, 1:22:05, time: 0.428, data_time: 0.003, memory: 7076, top1_acc: 0.4172, top5_acc: 0.6766, loss_cls: 2.5143, loss: 2.5143, grad_norm: 5.6963 2021-02-10 16:51:15,526 - mmaction - INFO - Epoch [3][940/3757] lr: 1.000e-02, eta: 1 day, 1:21:43, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.4617, top5_acc: 0.7063, loss_cls: 2.3448, loss: 2.3448, grad_norm: 5.6697 2021-02-10 16:51:25,581 - mmaction - INFO - Epoch [3][960/3757] lr: 1.000e-02, eta: 1 day, 1:21:24, time: 0.488, data_time: 0.003, memory: 7076, top1_acc: 0.4578, top5_acc: 0.7094, loss_cls: 2.3921, loss: 2.3921, grad_norm: 5.7377 2021-02-10 16:51:34,044 - mmaction - INFO - Epoch [3][980/3757] lr: 1.000e-02, eta: 1 day, 1:20:43, time: 0.437, data_time: 0.016, memory: 7076, top1_acc: 0.4469, top5_acc: 0.6992, loss_cls: 2.3878, loss: 2.3878, grad_norm: 5.6804 2021-02-10 16:51:43,060 - mmaction - INFO - Epoch [3][1000/3757] lr: 1.000e-02, eta: 1 day, 1:20:09, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.4398, top5_acc: 0.7039, loss_cls: 2.4392, loss: 2.4392, grad_norm: 5.7230 2021-02-10 16:51:51,919 - mmaction - INFO - Epoch [3][1020/3757] lr: 1.000e-02, eta: 1 day, 1:19:31, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.4570, top5_acc: 0.7188, loss_cls: 2.3739, loss: 2.3739, grad_norm: 5.6285 2021-02-10 16:52:02,251 - mmaction - INFO - Epoch [3][1040/3757] lr: 1.000e-02, eta: 1 day, 1:19:24, time: 0.516, data_time: 0.002, memory: 7076, top1_acc: 0.4289, top5_acc: 0.6844, loss_cls: 2.4635, loss: 2.4635, grad_norm: 5.6494 2021-02-10 16:52:09,966 - mmaction - INFO - Epoch [3][1060/3757] lr: 1.000e-02, eta: 1 day, 1:18:23, time: 0.385, data_time: 0.002, memory: 7076, top1_acc: 0.4445, top5_acc: 0.7156, loss_cls: 2.3992, loss: 2.3992, grad_norm: 5.8098 2021-02-10 16:52:21,043 - mmaction - INFO - Epoch [3][1080/3757] lr: 1.000e-02, eta: 1 day, 1:18:31, time: 0.553, data_time: 0.004, memory: 7076, top1_acc: 0.4258, top5_acc: 0.7063, loss_cls: 2.3925, loss: 2.3925, grad_norm: 5.5901 2021-02-10 16:52:28,562 - mmaction - INFO - Epoch [3][1100/3757] lr: 1.000e-02, eta: 1 day, 1:17:27, time: 0.377, data_time: 0.005, memory: 7076, top1_acc: 0.4227, top5_acc: 0.6914, loss_cls: 2.4996, loss: 2.4996, grad_norm: 5.6170 2021-02-10 16:52:37,324 - mmaction - INFO - Epoch [3][1120/3757] lr: 1.000e-02, eta: 1 day, 1:16:47, time: 0.438, data_time: 0.001, memory: 7076, top1_acc: 0.4391, top5_acc: 0.7133, loss_cls: 2.4146, loss: 2.4146, grad_norm: 5.6086 2021-02-10 16:52:46,569 - mmaction - INFO - Epoch [3][1140/3757] lr: 1.000e-02, eta: 1 day, 1:16:18, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.4484, top5_acc: 0.7102, loss_cls: 2.3842, loss: 2.3842, grad_norm: 5.6383 2021-02-10 16:52:54,989 - mmaction - INFO - Epoch [3][1160/3757] lr: 1.000e-02, eta: 1 day, 1:15:33, time: 0.423, data_time: 0.003, memory: 7076, top1_acc: 0.4539, top5_acc: 0.7211, loss_cls: 2.3745, loss: 2.3745, grad_norm: 5.5202 2021-02-10 16:53:06,182 - mmaction - INFO - Epoch [3][1180/3757] lr: 1.000e-02, eta: 1 day, 1:15:42, time: 0.556, data_time: 0.110, memory: 7076, top1_acc: 0.4352, top5_acc: 0.6992, loss_cls: 2.4399, loss: 2.4399, grad_norm: 5.6074 2021-02-10 16:53:14,349 - mmaction - INFO - Epoch [3][1200/3757] lr: 1.000e-02, eta: 1 day, 1:14:53, time: 0.412, data_time: 0.005, memory: 7076, top1_acc: 0.4477, top5_acc: 0.7070, loss_cls: 2.4236, loss: 2.4236, grad_norm: 5.6343 2021-02-10 16:53:23,340 - mmaction - INFO - Epoch [3][1220/3757] lr: 1.000e-02, eta: 1 day, 1:14:19, time: 0.448, data_time: 0.060, memory: 7076, top1_acc: 0.4469, top5_acc: 0.6984, loss_cls: 2.3923, loss: 2.3923, grad_norm: 5.6192 2021-02-10 16:53:32,153 - mmaction - INFO - Epoch [3][1240/3757] lr: 1.000e-02, eta: 1 day, 1:13:42, time: 0.442, data_time: 0.032, memory: 7076, top1_acc: 0.4453, top5_acc: 0.7109, loss_cls: 2.4115, loss: 2.4115, grad_norm: 5.6628 2021-02-10 16:53:41,081 - mmaction - INFO - Epoch [3][1260/3757] lr: 1.000e-02, eta: 1 day, 1:13:05, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.4148, top5_acc: 0.6914, loss_cls: 2.4932, loss: 2.4932, grad_norm: 5.6618 2021-02-10 16:53:49,208 - mmaction - INFO - Epoch [3][1280/3757] lr: 1.000e-02, eta: 1 day, 1:12:15, time: 0.409, data_time: 0.004, memory: 7076, top1_acc: 0.4523, top5_acc: 0.7008, loss_cls: 2.3840, loss: 2.3840, grad_norm: 5.6136 2021-02-10 16:53:57,849 - mmaction - INFO - Epoch [3][1300/3757] lr: 1.000e-02, eta: 1 day, 1:11:35, time: 0.433, data_time: 0.038, memory: 7076, top1_acc: 0.4430, top5_acc: 0.6992, loss_cls: 2.4321, loss: 2.4321, grad_norm: 5.7285 2021-02-10 16:54:06,370 - mmaction - INFO - Epoch [3][1320/3757] lr: 1.000e-02, eta: 1 day, 1:10:51, time: 0.423, data_time: 0.007, memory: 7076, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.4510, loss: 2.4510, grad_norm: 5.5284 2021-02-10 16:54:14,838 - mmaction - INFO - Epoch [3][1340/3757] lr: 1.000e-02, eta: 1 day, 1:10:08, time: 0.425, data_time: 0.005, memory: 7076, top1_acc: 0.4367, top5_acc: 0.7125, loss_cls: 2.4016, loss: 2.4016, grad_norm: 5.4485 2021-02-10 16:54:23,950 - mmaction - INFO - Epoch [3][1360/3757] lr: 1.000e-02, eta: 1 day, 1:09:38, time: 0.455, data_time: 0.001, memory: 7076, top1_acc: 0.4336, top5_acc: 0.6977, loss_cls: 2.4153, loss: 2.4153, grad_norm: 5.5839 2021-02-10 16:54:32,194 - mmaction - INFO - Epoch [3][1380/3757] lr: 1.000e-02, eta: 1 day, 1:08:50, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.4547, top5_acc: 0.7039, loss_cls: 2.3902, loss: 2.3902, grad_norm: 5.4761 2021-02-10 16:54:41,124 - mmaction - INFO - Epoch [3][1400/3757] lr: 1.000e-02, eta: 1 day, 1:08:16, time: 0.445, data_time: 0.009, memory: 7076, top1_acc: 0.4578, top5_acc: 0.7211, loss_cls: 2.3309, loss: 2.3309, grad_norm: 5.5663 2021-02-10 16:54:50,115 - mmaction - INFO - Epoch [3][1420/3757] lr: 1.000e-02, eta: 1 day, 1:07:43, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.4656, top5_acc: 0.7086, loss_cls: 2.3825, loss: 2.3825, grad_norm: 5.5739 2021-02-10 16:54:58,239 - mmaction - INFO - Epoch [3][1440/3757] lr: 1.000e-02, eta: 1 day, 1:06:53, time: 0.405, data_time: 0.004, memory: 7076, top1_acc: 0.4414, top5_acc: 0.6984, loss_cls: 2.3994, loss: 2.3994, grad_norm: 5.5902 2021-02-10 16:55:07,268 - mmaction - INFO - Epoch [3][1460/3757] lr: 1.000e-02, eta: 1 day, 1:06:22, time: 0.454, data_time: 0.004, memory: 7076, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.4399, loss: 2.4399, grad_norm: 5.6660 2021-02-10 16:55:15,801 - mmaction - INFO - Epoch [3][1480/3757] lr: 1.000e-02, eta: 1 day, 1:05:41, time: 0.427, data_time: 0.001, memory: 7076, top1_acc: 0.4477, top5_acc: 0.7109, loss_cls: 2.3944, loss: 2.3944, grad_norm: 5.6658 2021-02-10 16:55:25,270 - mmaction - INFO - Epoch [3][1500/3757] lr: 1.000e-02, eta: 1 day, 1:05:18, time: 0.473, data_time: 0.006, memory: 7076, top1_acc: 0.4273, top5_acc: 0.7094, loss_cls: 2.4138, loss: 2.4138, grad_norm: 5.7528 2021-02-10 16:55:33,593 - mmaction - INFO - Epoch [3][1520/3757] lr: 1.000e-02, eta: 1 day, 1:04:33, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.4461, top5_acc: 0.6922, loss_cls: 2.3628, loss: 2.3628, grad_norm: 5.5694 2021-02-10 16:55:43,165 - mmaction - INFO - Epoch [3][1540/3757] lr: 1.000e-02, eta: 1 day, 1:04:11, time: 0.475, data_time: 0.007, memory: 7076, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.4363, loss: 2.4363, grad_norm: 5.6391 2021-02-10 16:55:52,001 - mmaction - INFO - Epoch [3][1560/3757] lr: 1.000e-02, eta: 1 day, 1:03:37, time: 0.445, data_time: 0.053, memory: 7076, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.4852, loss: 2.4852, grad_norm: 5.7031 2021-02-10 16:56:03,154 - mmaction - INFO - Epoch [3][1580/3757] lr: 1.000e-02, eta: 1 day, 1:03:47, time: 0.555, data_time: 0.031, memory: 7076, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.2933, loss: 2.2933, grad_norm: 5.4850 2021-02-10 16:56:11,114 - mmaction - INFO - Epoch [3][1600/3757] lr: 1.000e-02, eta: 1 day, 1:02:56, time: 0.401, data_time: 0.005, memory: 7076, top1_acc: 0.4508, top5_acc: 0.7031, loss_cls: 2.4037, loss: 2.4037, grad_norm: 5.6427 2021-02-10 16:56:20,038 - mmaction - INFO - Epoch [3][1620/3757] lr: 1.000e-02, eta: 1 day, 1:02:23, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.4531, top5_acc: 0.7172, loss_cls: 2.3279, loss: 2.3279, grad_norm: 5.6449 2021-02-10 16:56:28,623 - mmaction - INFO - Epoch [3][1640/3757] lr: 1.000e-02, eta: 1 day, 1:01:44, time: 0.430, data_time: 0.003, memory: 7076, top1_acc: 0.4461, top5_acc: 0.7242, loss_cls: 2.3419, loss: 2.3419, grad_norm: 5.5296 2021-02-10 16:56:37,710 - mmaction - INFO - Epoch [3][1660/3757] lr: 1.000e-02, eta: 1 day, 1:01:14, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.4617, top5_acc: 0.7289, loss_cls: 2.3663, loss: 2.3663, grad_norm: 5.6666 2021-02-10 16:56:47,302 - mmaction - INFO - Epoch [3][1680/3757] lr: 1.000e-02, eta: 1 day, 1:00:54, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.4445, top5_acc: 0.7031, loss_cls: 2.4051, loss: 2.4051, grad_norm: 5.5677 2021-02-10 16:56:56,556 - mmaction - INFO - Epoch [3][1700/3757] lr: 1.000e-02, eta: 1 day, 1:00:29, time: 0.464, data_time: 0.025, memory: 7076, top1_acc: 0.4523, top5_acc: 0.7016, loss_cls: 2.4329, loss: 2.4329, grad_norm: 5.6283 2021-02-10 16:57:05,067 - mmaction - INFO - Epoch [3][1720/3757] lr: 1.000e-02, eta: 1 day, 0:59:46, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.4383, top5_acc: 0.6992, loss_cls: 2.3850, loss: 2.3850, grad_norm: 5.5716 2021-02-10 16:57:13,656 - mmaction - INFO - Epoch [3][1740/3757] lr: 1.000e-02, eta: 1 day, 0:59:09, time: 0.434, data_time: 0.059, memory: 7076, top1_acc: 0.4344, top5_acc: 0.6828, loss_cls: 2.4817, loss: 2.4817, grad_norm: 5.6912 2021-02-10 16:57:22,800 - mmaction - INFO - Epoch [3][1760/3757] lr: 1.000e-02, eta: 1 day, 0:58:41, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.4430, top5_acc: 0.7258, loss_cls: 2.3760, loss: 2.3760, grad_norm: 5.5462 2021-02-10 16:57:32,324 - mmaction - INFO - Epoch [3][1780/3757] lr: 1.000e-02, eta: 1 day, 0:58:21, time: 0.477, data_time: 0.003, memory: 7076, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.3630, loss: 2.3630, grad_norm: 5.5102 2021-02-10 16:57:40,640 - mmaction - INFO - Epoch [3][1800/3757] lr: 1.000e-02, eta: 1 day, 0:57:36, time: 0.412, data_time: 0.003, memory: 7076, top1_acc: 0.4195, top5_acc: 0.6836, loss_cls: 2.4737, loss: 2.4737, grad_norm: 5.7788 2021-02-10 16:57:49,289 - mmaction - INFO - Epoch [3][1820/3757] lr: 1.000e-02, eta: 1 day, 0:57:00, time: 0.436, data_time: 0.017, memory: 7076, top1_acc: 0.4305, top5_acc: 0.6914, loss_cls: 2.5216, loss: 2.5216, grad_norm: 5.7007 2021-02-10 16:57:58,197 - mmaction - INFO - Epoch [3][1840/3757] lr: 1.000e-02, eta: 1 day, 0:56:28, time: 0.445, data_time: 0.013, memory: 7076, top1_acc: 0.4602, top5_acc: 0.7102, loss_cls: 2.4247, loss: 2.4247, grad_norm: 5.6171 2021-02-10 16:58:06,250 - mmaction - INFO - Epoch [3][1860/3757] lr: 1.000e-02, eta: 1 day, 0:55:38, time: 0.400, data_time: 0.002, memory: 7076, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.4627, loss: 2.4627, grad_norm: 5.5816 2021-02-10 16:58:16,166 - mmaction - INFO - Epoch [3][1880/3757] lr: 1.000e-02, eta: 1 day, 0:55:27, time: 0.499, data_time: 0.004, memory: 7076, top1_acc: 0.4367, top5_acc: 0.7094, loss_cls: 2.4251, loss: 2.4251, grad_norm: 5.5117 2021-02-10 16:58:24,606 - mmaction - INFO - Epoch [3][1900/3757] lr: 1.000e-02, eta: 1 day, 0:54:46, time: 0.422, data_time: 0.001, memory: 7076, top1_acc: 0.4406, top5_acc: 0.7109, loss_cls: 2.3881, loss: 2.3881, grad_norm: 5.4375 2021-02-10 16:58:33,760 - mmaction - INFO - Epoch [3][1920/3757] lr: 1.000e-02, eta: 1 day, 0:54:19, time: 0.458, data_time: 0.022, memory: 7076, top1_acc: 0.4195, top5_acc: 0.6937, loss_cls: 2.4431, loss: 2.4431, grad_norm: 5.7191 2021-02-10 16:58:42,952 - mmaction - INFO - Epoch [3][1940/3757] lr: 1.000e-02, eta: 1 day, 0:53:53, time: 0.460, data_time: 0.002, memory: 7076, top1_acc: 0.4258, top5_acc: 0.6961, loss_cls: 2.4013, loss: 2.4013, grad_norm: 5.4674 2021-02-10 16:58:51,565 - mmaction - INFO - Epoch [3][1960/3757] lr: 1.000e-02, eta: 1 day, 0:53:16, time: 0.431, data_time: 0.002, memory: 7076, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3629, loss: 2.3629, grad_norm: 5.5581 2021-02-10 16:59:00,065 - mmaction - INFO - Epoch [3][1980/3757] lr: 1.000e-02, eta: 1 day, 0:52:36, time: 0.425, data_time: 0.002, memory: 7076, top1_acc: 0.4344, top5_acc: 0.7047, loss_cls: 2.4589, loss: 2.4589, grad_norm: 5.5159 2021-02-10 16:59:09,292 - mmaction - INFO - Epoch [3][2000/3757] lr: 1.000e-02, eta: 1 day, 0:52:08, time: 0.452, data_time: 0.031, memory: 7076, top1_acc: 0.4641, top5_acc: 0.7219, loss_cls: 2.3073, loss: 2.3073, grad_norm: 5.4334 2021-02-10 16:59:18,498 - mmaction - INFO - Epoch [3][2020/3757] lr: 1.000e-02, eta: 1 day, 0:51:44, time: 0.467, data_time: 0.015, memory: 7076, top1_acc: 0.4695, top5_acc: 0.7000, loss_cls: 2.3876, loss: 2.3876, grad_norm: 5.5860 2021-02-10 16:59:27,402 - mmaction - INFO - Epoch [3][2040/3757] lr: 1.000e-02, eta: 1 day, 0:51:15, time: 0.449, data_time: 0.011, memory: 7076, top1_acc: 0.4508, top5_acc: 0.7195, loss_cls: 2.3635, loss: 2.3635, grad_norm: 5.6560 2021-02-10 16:59:35,943 - mmaction - INFO - Epoch [3][2060/3757] lr: 1.000e-02, eta: 1 day, 0:50:36, time: 0.425, data_time: 0.001, memory: 7076, top1_acc: 0.4672, top5_acc: 0.7188, loss_cls: 2.2789, loss: 2.2789, grad_norm: 5.4976 2021-02-10 16:59:44,790 - mmaction - INFO - Epoch [3][2080/3757] lr: 1.000e-02, eta: 1 day, 0:50:04, time: 0.442, data_time: 0.003, memory: 7076, top1_acc: 0.4391, top5_acc: 0.7195, loss_cls: 2.3682, loss: 2.3682, grad_norm: 5.7222 2021-02-10 16:59:54,791 - mmaction - INFO - Epoch [3][2100/3757] lr: 1.000e-02, eta: 1 day, 0:49:54, time: 0.503, data_time: 0.051, memory: 7076, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.3952, loss: 2.3952, grad_norm: 5.5402 2021-02-10 17:00:05,396 - mmaction - INFO - Epoch [3][2120/3757] lr: 1.000e-02, eta: 1 day, 0:49:53, time: 0.527, data_time: 0.008, memory: 7076, top1_acc: 0.4336, top5_acc: 0.6992, loss_cls: 2.4291, loss: 2.4291, grad_norm: 5.5493 2021-02-10 17:00:14,268 - mmaction - INFO - Epoch [3][2140/3757] lr: 1.000e-02, eta: 1 day, 0:49:23, time: 0.446, data_time: 0.006, memory: 7076, top1_acc: 0.4500, top5_acc: 0.6984, loss_cls: 2.4065, loss: 2.4065, grad_norm: 5.3787 2021-02-10 17:00:22,450 - mmaction - INFO - Epoch [3][2160/3757] lr: 1.000e-02, eta: 1 day, 0:48:38, time: 0.408, data_time: 0.029, memory: 7076, top1_acc: 0.4695, top5_acc: 0.7297, loss_cls: 2.3126, loss: 2.3126, grad_norm: 5.5480 2021-02-10 17:00:33,405 - mmaction - INFO - Epoch [3][2180/3757] lr: 1.000e-02, eta: 1 day, 0:48:45, time: 0.547, data_time: 0.003, memory: 7076, top1_acc: 0.4508, top5_acc: 0.7211, loss_cls: 2.3266, loss: 2.3266, grad_norm: 5.5315 2021-02-10 17:00:41,186 - mmaction - INFO - Epoch [3][2200/3757] lr: 1.000e-02, eta: 1 day, 0:47:55, time: 0.390, data_time: 0.003, memory: 7076, top1_acc: 0.4586, top5_acc: 0.7133, loss_cls: 2.3211, loss: 2.3211, grad_norm: 5.4928 2021-02-10 17:00:51,195 - mmaction - INFO - Epoch [3][2220/3757] lr: 1.000e-02, eta: 1 day, 0:47:44, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.4172, top5_acc: 0.6891, loss_cls: 2.4698, loss: 2.4698, grad_norm: 5.6896 2021-02-10 17:01:00,972 - mmaction - INFO - Epoch [3][2240/3757] lr: 1.000e-02, eta: 1 day, 0:47:29, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.4523, top5_acc: 0.7133, loss_cls: 2.3151, loss: 2.3151, grad_norm: 5.6419 2021-02-10 17:01:08,523 - mmaction - INFO - Epoch [3][2260/3757] lr: 1.000e-02, eta: 1 day, 0:46:35, time: 0.379, data_time: 0.003, memory: 7076, top1_acc: 0.4602, top5_acc: 0.7289, loss_cls: 2.3261, loss: 2.3261, grad_norm: 5.5245 2021-02-10 17:01:18,504 - mmaction - INFO - Epoch [3][2280/3757] lr: 1.000e-02, eta: 1 day, 0:46:24, time: 0.499, data_time: 0.002, memory: 7076, top1_acc: 0.4531, top5_acc: 0.7070, loss_cls: 2.3606, loss: 2.3606, grad_norm: 5.7782 2021-02-10 17:01:27,261 - mmaction - INFO - Epoch [3][2300/3757] lr: 1.000e-02, eta: 1 day, 0:45:51, time: 0.437, data_time: 0.067, memory: 7076, top1_acc: 0.4477, top5_acc: 0.7008, loss_cls: 2.4030, loss: 2.4030, grad_norm: 5.7261 2021-02-10 17:01:35,956 - mmaction - INFO - Epoch [3][2320/3757] lr: 1.000e-02, eta: 1 day, 0:45:17, time: 0.435, data_time: 0.051, memory: 7076, top1_acc: 0.4141, top5_acc: 0.7031, loss_cls: 2.4747, loss: 2.4747, grad_norm: 5.5943 2021-02-10 17:01:44,920 - mmaction - INFO - Epoch [3][2340/3757] lr: 1.000e-02, eta: 1 day, 0:44:43, time: 0.432, data_time: 0.040, memory: 7076, top1_acc: 0.4484, top5_acc: 0.7055, loss_cls: 2.3857, loss: 2.3857, grad_norm: 5.6897 2021-02-10 17:01:53,770 - mmaction - INFO - Epoch [3][2360/3757] lr: 1.000e-02, eta: 1 day, 0:44:17, time: 0.459, data_time: 0.017, memory: 7076, top1_acc: 0.4508, top5_acc: 0.7109, loss_cls: 2.3401, loss: 2.3401, grad_norm: 5.3817 2021-02-10 17:02:02,963 - mmaction - INFO - Epoch [3][2380/3757] lr: 1.000e-02, eta: 1 day, 0:43:52, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.4523, top5_acc: 0.7008, loss_cls: 2.3917, loss: 2.3917, grad_norm: 5.4094 2021-02-10 17:02:11,938 - mmaction - INFO - Epoch [3][2400/3757] lr: 1.000e-02, eta: 1 day, 0:43:22, time: 0.446, data_time: 0.005, memory: 7076, top1_acc: 0.4289, top5_acc: 0.6953, loss_cls: 2.4870, loss: 2.4870, grad_norm: 5.6250 2021-02-10 17:02:20,812 - mmaction - INFO - Epoch [3][2420/3757] lr: 1.000e-02, eta: 1 day, 0:42:53, time: 0.446, data_time: 0.006, memory: 7076, top1_acc: 0.4617, top5_acc: 0.7359, loss_cls: 2.3026, loss: 2.3026, grad_norm: 5.6326 2021-02-10 17:02:28,164 - mmaction - INFO - Epoch [3][2440/3757] lr: 1.000e-02, eta: 1 day, 0:41:57, time: 0.371, data_time: 0.004, memory: 7076, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.3042, loss: 2.3042, grad_norm: 5.4802 2021-02-10 17:02:37,416 - mmaction - INFO - Epoch [3][2460/3757] lr: 1.000e-02, eta: 1 day, 0:41:33, time: 0.461, data_time: 0.007, memory: 7076, top1_acc: 0.4500, top5_acc: 0.7148, loss_cls: 2.3225, loss: 2.3225, grad_norm: 5.5835 2021-02-10 17:02:46,380 - mmaction - INFO - Epoch [3][2480/3757] lr: 1.000e-02, eta: 1 day, 0:41:04, time: 0.447, data_time: 0.003, memory: 7076, top1_acc: 0.4477, top5_acc: 0.6969, loss_cls: 2.4681, loss: 2.4681, grad_norm: 5.6536 2021-02-10 17:02:57,115 - mmaction - INFO - Epoch [3][2500/3757] lr: 1.000e-02, eta: 1 day, 0:41:08, time: 0.538, data_time: 0.007, memory: 7076, top1_acc: 0.4508, top5_acc: 0.7039, loss_cls: 2.4050, loss: 2.4050, grad_norm: 5.4860 2021-02-10 17:03:05,249 - mmaction - INFO - Epoch [3][2520/3757] lr: 1.000e-02, eta: 1 day, 0:40:24, time: 0.405, data_time: 0.003, memory: 7076, top1_acc: 0.4570, top5_acc: 0.7070, loss_cls: 2.3498, loss: 2.3498, grad_norm: 5.5033 2021-02-10 17:03:14,511 - mmaction - INFO - Epoch [3][2540/3757] lr: 1.000e-02, eta: 1 day, 0:40:00, time: 0.460, data_time: 0.059, memory: 7076, top1_acc: 0.4578, top5_acc: 0.7250, loss_cls: 2.3371, loss: 2.3371, grad_norm: 5.4093 2021-02-10 17:03:23,134 - mmaction - INFO - Epoch [3][2560/3757] lr: 1.000e-02, eta: 1 day, 0:39:28, time: 0.436, data_time: 0.011, memory: 7076, top1_acc: 0.4664, top5_acc: 0.7234, loss_cls: 2.2884, loss: 2.2884, grad_norm: 5.4617 2021-02-10 17:03:31,969 - mmaction - INFO - Epoch [3][2580/3757] lr: 1.000e-02, eta: 1 day, 0:38:57, time: 0.441, data_time: 0.016, memory: 7076, top1_acc: 0.4547, top5_acc: 0.7195, loss_cls: 2.3588, loss: 2.3588, grad_norm: 5.6359 2021-02-10 17:03:39,834 - mmaction - INFO - Epoch [3][2600/3757] lr: 1.000e-02, eta: 1 day, 0:38:11, time: 0.394, data_time: 0.022, memory: 7076, top1_acc: 0.4695, top5_acc: 0.7234, loss_cls: 2.3284, loss: 2.3284, grad_norm: 5.5979 2021-02-10 17:03:49,354 - mmaction - INFO - Epoch [3][2620/3757] lr: 1.000e-02, eta: 1 day, 0:37:49, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.4680, top5_acc: 0.7078, loss_cls: 2.3781, loss: 2.3781, grad_norm: 5.6126 2021-02-10 17:03:57,042 - mmaction - INFO - Epoch [3][2640/3757] lr: 1.000e-02, eta: 1 day, 0:37:02, time: 0.395, data_time: 0.012, memory: 7076, top1_acc: 0.4305, top5_acc: 0.7086, loss_cls: 2.3902, loss: 2.3902, grad_norm: 5.7068 2021-02-10 17:04:05,810 - mmaction - INFO - Epoch [3][2660/3757] lr: 1.000e-02, eta: 1 day, 0:36:30, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.4344, top5_acc: 0.6984, loss_cls: 2.4077, loss: 2.4077, grad_norm: 5.7901 2021-02-10 17:04:15,617 - mmaction - INFO - Epoch [3][2680/3757] lr: 1.000e-02, eta: 1 day, 0:36:19, time: 0.493, data_time: 0.003, memory: 7076, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4368, loss: 2.4368, grad_norm: 5.5796 2021-02-10 17:04:24,401 - mmaction - INFO - Epoch [3][2700/3757] lr: 1.000e-02, eta: 1 day, 0:35:47, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.4562, top5_acc: 0.7258, loss_cls: 2.3563, loss: 2.3563, grad_norm: 5.6210 2021-02-10 17:04:35,025 - mmaction - INFO - Epoch [3][2720/3757] lr: 1.000e-02, eta: 1 day, 0:35:49, time: 0.534, data_time: 0.004, memory: 7076, top1_acc: 0.4359, top5_acc: 0.7086, loss_cls: 2.4144, loss: 2.4144, grad_norm: 5.6950 2021-02-10 17:04:42,883 - mmaction - INFO - Epoch [3][2740/3757] lr: 1.000e-02, eta: 1 day, 0:35:03, time: 0.393, data_time: 0.002, memory: 7076, top1_acc: 0.4414, top5_acc: 0.7102, loss_cls: 2.3685, loss: 2.3685, grad_norm: 5.4761 2021-02-10 17:04:51,819 - mmaction - INFO - Epoch [3][2760/3757] lr: 1.000e-02, eta: 1 day, 0:34:35, time: 0.446, data_time: 0.023, memory: 7076, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3298, loss: 2.3298, grad_norm: 5.4991 2021-02-10 17:05:00,671 - mmaction - INFO - Epoch [3][2780/3757] lr: 1.000e-02, eta: 1 day, 0:34:06, time: 0.443, data_time: 0.083, memory: 7076, top1_acc: 0.4344, top5_acc: 0.7172, loss_cls: 2.3273, loss: 2.3273, grad_norm: 5.4093 2021-02-10 17:05:08,690 - mmaction - INFO - Epoch [3][2800/3757] lr: 1.000e-02, eta: 1 day, 0:33:22, time: 0.401, data_time: 0.013, memory: 7076, top1_acc: 0.4641, top5_acc: 0.7211, loss_cls: 2.3476, loss: 2.3476, grad_norm: 5.5215 2021-02-10 17:05:18,308 - mmaction - INFO - Epoch [3][2820/3757] lr: 1.000e-02, eta: 1 day, 0:33:06, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.4367, top5_acc: 0.7164, loss_cls: 2.3680, loss: 2.3680, grad_norm: 5.7587 2021-02-10 17:05:27,206 - mmaction - INFO - Epoch [3][2840/3757] lr: 1.000e-02, eta: 1 day, 0:32:37, time: 0.440, data_time: 0.002, memory: 7076, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.3475, loss: 2.3475, grad_norm: 5.7068 2021-02-10 17:05:35,966 - mmaction - INFO - Epoch [3][2860/3757] lr: 1.000e-02, eta: 1 day, 0:32:06, time: 0.436, data_time: 0.051, memory: 7076, top1_acc: 0.4289, top5_acc: 0.6953, loss_cls: 2.4399, loss: 2.4399, grad_norm: 5.5429 2021-02-10 17:05:44,738 - mmaction - INFO - Epoch [3][2880/3757] lr: 1.000e-02, eta: 1 day, 0:31:35, time: 0.436, data_time: 0.056, memory: 7076, top1_acc: 0.4383, top5_acc: 0.7031, loss_cls: 2.3786, loss: 2.3786, grad_norm: 5.4429 2021-02-10 17:05:55,787 - mmaction - INFO - Epoch [3][2900/3757] lr: 1.000e-02, eta: 1 day, 0:31:46, time: 0.561, data_time: 0.018, memory: 7076, top1_acc: 0.4508, top5_acc: 0.6992, loss_cls: 2.3838, loss: 2.3838, grad_norm: 5.4709 2021-02-10 17:06:04,915 - mmaction - INFO - Epoch [3][2920/3757] lr: 1.000e-02, eta: 1 day, 0:31:22, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.4602, top5_acc: 0.7141, loss_cls: 2.3660, loss: 2.3660, grad_norm: 5.5472 2021-02-10 17:06:13,078 - mmaction - INFO - Epoch [3][2940/3757] lr: 1.000e-02, eta: 1 day, 0:30:42, time: 0.408, data_time: 0.001, memory: 7076, top1_acc: 0.4414, top5_acc: 0.7047, loss_cls: 2.4507, loss: 2.4507, grad_norm: 5.6309 2021-02-10 17:06:22,329 - mmaction - INFO - Epoch [3][2960/3757] lr: 1.000e-02, eta: 1 day, 0:30:20, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.4445, top5_acc: 0.7281, loss_cls: 2.2867, loss: 2.2867, grad_norm: 5.5725 2021-02-10 17:06:30,804 - mmaction - INFO - Epoch [3][2980/3757] lr: 1.000e-02, eta: 1 day, 0:29:46, time: 0.425, data_time: 0.002, memory: 7076, top1_acc: 0.4500, top5_acc: 0.6953, loss_cls: 2.4082, loss: 2.4082, grad_norm: 5.6615 2021-02-10 17:06:39,235 - mmaction - INFO - Epoch [3][3000/3757] lr: 1.000e-02, eta: 1 day, 0:29:10, time: 0.420, data_time: 0.002, memory: 7076, top1_acc: 0.4586, top5_acc: 0.7219, loss_cls: 2.3157, loss: 2.3157, grad_norm: 5.7132 2021-02-10 17:06:47,909 - mmaction - INFO - Epoch [3][3020/3757] lr: 1.000e-02, eta: 1 day, 0:28:39, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.4336, top5_acc: 0.7023, loss_cls: 2.4266, loss: 2.4266, grad_norm: 5.7187 2021-02-10 17:06:56,615 - mmaction - INFO - Epoch [3][3040/3757] lr: 1.000e-02, eta: 1 day, 0:28:08, time: 0.435, data_time: 0.001, memory: 7076, top1_acc: 0.4555, top5_acc: 0.7242, loss_cls: 2.2600, loss: 2.2600, grad_norm: 5.3659 2021-02-10 17:07:05,337 - mmaction - INFO - Epoch [3][3060/3757] lr: 1.000e-02, eta: 1 day, 0:27:38, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.4656, top5_acc: 0.7289, loss_cls: 2.2617, loss: 2.2617, grad_norm: 5.5672 2021-02-10 17:07:14,161 - mmaction - INFO - Epoch [3][3080/3757] lr: 1.000e-02, eta: 1 day, 0:27:09, time: 0.440, data_time: 0.002, memory: 7076, top1_acc: 0.4320, top5_acc: 0.7023, loss_cls: 2.4123, loss: 2.4123, grad_norm: 5.6244 2021-02-10 17:07:22,643 - mmaction - INFO - Epoch [3][3100/3757] lr: 1.000e-02, eta: 1 day, 0:26:35, time: 0.423, data_time: 0.015, memory: 7076, top1_acc: 0.4344, top5_acc: 0.7102, loss_cls: 2.3797, loss: 2.3797, grad_norm: 5.5325 2021-02-10 17:07:31,425 - mmaction - INFO - Epoch [3][3120/3757] lr: 1.000e-02, eta: 1 day, 0:26:06, time: 0.440, data_time: 0.051, memory: 7076, top1_acc: 0.4719, top5_acc: 0.7266, loss_cls: 2.2640, loss: 2.2640, grad_norm: 5.4771 2021-02-10 17:07:40,526 - mmaction - INFO - Epoch [3][3140/3757] lr: 1.000e-02, eta: 1 day, 0:25:42, time: 0.454, data_time: 0.029, memory: 7076, top1_acc: 0.4547, top5_acc: 0.7258, loss_cls: 2.3356, loss: 2.3356, grad_norm: 5.6967 2021-02-10 17:07:49,084 - mmaction - INFO - Epoch [3][3160/3757] lr: 1.000e-02, eta: 1 day, 0:25:10, time: 0.430, data_time: 0.057, memory: 7076, top1_acc: 0.4562, top5_acc: 0.7133, loss_cls: 2.3482, loss: 2.3482, grad_norm: 5.5014 2021-02-10 17:07:57,898 - mmaction - INFO - Epoch [3][3180/3757] lr: 1.000e-02, eta: 1 day, 0:24:42, time: 0.441, data_time: 0.063, memory: 7076, top1_acc: 0.4664, top5_acc: 0.7281, loss_cls: 2.2528, loss: 2.2528, grad_norm: 5.3599 2021-02-10 17:08:06,776 - mmaction - INFO - Epoch [3][3200/3757] lr: 1.000e-02, eta: 1 day, 0:24:14, time: 0.442, data_time: 0.075, memory: 7076, top1_acc: 0.4523, top5_acc: 0.7055, loss_cls: 2.4153, loss: 2.4153, grad_norm: 5.6043 2021-02-10 17:08:15,654 - mmaction - INFO - Epoch [3][3220/3757] lr: 1.000e-02, eta: 1 day, 0:23:47, time: 0.446, data_time: 0.080, memory: 7076, top1_acc: 0.4344, top5_acc: 0.7047, loss_cls: 2.4301, loss: 2.4301, grad_norm: 5.5950 2021-02-10 17:08:25,041 - mmaction - INFO - Epoch [3][3240/3757] lr: 1.000e-02, eta: 1 day, 0:23:26, time: 0.462, data_time: 0.009, memory: 7076, top1_acc: 0.4570, top5_acc: 0.7188, loss_cls: 2.3520, loss: 2.3520, grad_norm: 5.5935 2021-02-10 17:08:33,581 - mmaction - INFO - Epoch [3][3260/3757] lr: 1.000e-02, eta: 1 day, 0:22:56, time: 0.435, data_time: 0.010, memory: 7076, top1_acc: 0.4492, top5_acc: 0.7219, loss_cls: 2.3429, loss: 2.3429, grad_norm: 5.4059 2021-02-10 17:08:44,157 - mmaction - INFO - Epoch [3][3280/3757] lr: 1.000e-02, eta: 1 day, 0:22:56, time: 0.526, data_time: 0.003, memory: 7076, top1_acc: 0.4453, top5_acc: 0.7125, loss_cls: 2.3642, loss: 2.3642, grad_norm: 5.5961 2021-02-10 17:08:52,615 - mmaction - INFO - Epoch [3][3300/3757] lr: 1.000e-02, eta: 1 day, 0:22:23, time: 0.425, data_time: 0.004, memory: 7076, top1_acc: 0.4523, top5_acc: 0.7156, loss_cls: 2.3138, loss: 2.3138, grad_norm: 5.4262 2021-02-10 17:09:01,035 - mmaction - INFO - Epoch [3][3320/3757] lr: 1.000e-02, eta: 1 day, 0:21:48, time: 0.418, data_time: 0.002, memory: 7076, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.4035, loss: 2.4035, grad_norm: 5.4535 2021-02-10 17:09:09,944 - mmaction - INFO - Epoch [3][3340/3757] lr: 1.000e-02, eta: 1 day, 0:21:19, time: 0.436, data_time: 0.004, memory: 7076, top1_acc: 0.4453, top5_acc: 0.6867, loss_cls: 2.4287, loss: 2.4287, grad_norm: 5.5753 2021-02-10 17:09:17,620 - mmaction - INFO - Epoch [3][3360/3757] lr: 1.000e-02, eta: 1 day, 0:20:36, time: 0.395, data_time: 0.013, memory: 7076, top1_acc: 0.4430, top5_acc: 0.7055, loss_cls: 2.3933, loss: 2.3933, grad_norm: 5.5836 2021-02-10 17:09:27,123 - mmaction - INFO - Epoch [3][3380/3757] lr: 1.000e-02, eta: 1 day, 0:20:19, time: 0.471, data_time: 0.003, memory: 7076, top1_acc: 0.4445, top5_acc: 0.6969, loss_cls: 2.4708, loss: 2.4708, grad_norm: 5.6439 2021-02-10 17:09:36,012 - mmaction - INFO - Epoch [3][3400/3757] lr: 1.000e-02, eta: 1 day, 0:19:54, time: 0.449, data_time: 0.010, memory: 7076, top1_acc: 0.4562, top5_acc: 0.7219, loss_cls: 2.3353, loss: 2.3353, grad_norm: 5.3606 2021-02-10 17:09:45,043 - mmaction - INFO - Epoch [3][3420/3757] lr: 1.000e-02, eta: 1 day, 0:19:29, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.4383, top5_acc: 0.7289, loss_cls: 2.3423, loss: 2.3423, grad_norm: 5.4090 2021-02-10 17:09:54,218 - mmaction - INFO - Epoch [3][3440/3757] lr: 1.000e-02, eta: 1 day, 0:19:08, time: 0.462, data_time: 0.082, memory: 7076, top1_acc: 0.4305, top5_acc: 0.6969, loss_cls: 2.4297, loss: 2.4297, grad_norm: 5.6147 2021-02-10 17:10:05,659 - mmaction - INFO - Epoch [3][3460/3757] lr: 1.000e-02, eta: 1 day, 0:19:22, time: 0.568, data_time: 0.004, memory: 7076, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.3556, loss: 2.3556, grad_norm: 5.5879 2021-02-10 17:10:12,967 - mmaction - INFO - Epoch [3][3480/3757] lr: 1.000e-02, eta: 1 day, 0:18:32, time: 0.369, data_time: 0.004, memory: 7076, top1_acc: 0.4664, top5_acc: 0.7063, loss_cls: 2.3535, loss: 2.3535, grad_norm: 5.4461 2021-02-10 17:10:23,446 - mmaction - INFO - Epoch [3][3500/3757] lr: 1.000e-02, eta: 1 day, 0:18:30, time: 0.520, data_time: 0.020, memory: 7076, top1_acc: 0.4617, top5_acc: 0.7180, loss_cls: 2.2997, loss: 2.2997, grad_norm: 5.3744 2021-02-10 17:10:31,967 - mmaction - INFO - Epoch [3][3520/3757] lr: 1.000e-02, eta: 1 day, 0:17:59, time: 0.430, data_time: 0.005, memory: 7076, top1_acc: 0.4672, top5_acc: 0.7289, loss_cls: 2.3466, loss: 2.3466, grad_norm: 5.4908 2021-02-10 17:10:42,127 - mmaction - INFO - Epoch [3][3540/3757] lr: 1.000e-02, eta: 1 day, 0:17:53, time: 0.508, data_time: 0.015, memory: 7076, top1_acc: 0.4609, top5_acc: 0.7273, loss_cls: 2.3073, loss: 2.3073, grad_norm: 5.6155 2021-02-10 17:10:49,523 - mmaction - INFO - Epoch [3][3560/3757] lr: 1.000e-02, eta: 1 day, 0:17:03, time: 0.368, data_time: 0.002, memory: 7076, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.3902, loss: 2.3902, grad_norm: 5.6397 2021-02-10 17:10:58,517 - mmaction - INFO - Epoch [3][3580/3757] lr: 1.000e-02, eta: 1 day, 0:16:39, time: 0.452, data_time: 0.048, memory: 7076, top1_acc: 0.4477, top5_acc: 0.7195, loss_cls: 2.3692, loss: 2.3692, grad_norm: 5.5826 2021-02-10 17:11:08,208 - mmaction - INFO - Epoch [3][3600/3757] lr: 1.000e-02, eta: 1 day, 0:16:26, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.4398, top5_acc: 0.6969, loss_cls: 2.4033, loss: 2.4033, grad_norm: 5.3495 2021-02-10 17:11:16,775 - mmaction - INFO - Epoch [3][3620/3757] lr: 1.000e-02, eta: 1 day, 0:15:55, time: 0.427, data_time: 0.023, memory: 7076, top1_acc: 0.4766, top5_acc: 0.7266, loss_cls: 2.2445, loss: 2.2445, grad_norm: 5.2990 2021-02-10 17:11:25,964 - mmaction - INFO - Epoch [3][3640/3757] lr: 1.000e-02, eta: 1 day, 0:15:33, time: 0.457, data_time: 0.010, memory: 7076, top1_acc: 0.4586, top5_acc: 0.7484, loss_cls: 2.2428, loss: 2.2428, grad_norm: 5.4089 2021-02-10 17:11:34,287 - mmaction - INFO - Epoch [3][3660/3757] lr: 1.000e-02, eta: 1 day, 0:15:00, time: 0.420, data_time: 0.007, memory: 7076, top1_acc: 0.4648, top5_acc: 0.7250, loss_cls: 2.3031, loss: 2.3031, grad_norm: 5.3655 2021-02-10 17:11:44,067 - mmaction - INFO - Epoch [3][3680/3757] lr: 1.000e-02, eta: 1 day, 0:14:48, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.4539, top5_acc: 0.7289, loss_cls: 2.3146, loss: 2.3146, grad_norm: 5.5389 2021-02-10 17:11:52,414 - mmaction - INFO - Epoch [3][3700/3757] lr: 1.000e-02, eta: 1 day, 0:14:14, time: 0.420, data_time: 0.022, memory: 7076, top1_acc: 0.4367, top5_acc: 0.7125, loss_cls: 2.3815, loss: 2.3815, grad_norm: 5.5315 2021-02-10 17:12:02,306 - mmaction - INFO - Epoch [3][3720/3757] lr: 1.000e-02, eta: 1 day, 0:14:03, time: 0.490, data_time: 0.102, memory: 7076, top1_acc: 0.4602, top5_acc: 0.7156, loss_cls: 2.3396, loss: 2.3396, grad_norm: 5.5748 2021-02-10 17:12:14,230 - mmaction - INFO - Epoch [3][3740/3757] lr: 1.000e-02, eta: 1 day, 0:14:26, time: 0.600, data_time: 0.046, memory: 7076, top1_acc: 0.4539, top5_acc: 0.7148, loss_cls: 2.3659, loss: 2.3659, grad_norm: 5.4753 2021-02-10 17:16:34,980 - mmaction - INFO - Epoch [4][20/3757] lr: 1.000e-02, eta: 1 day, 1:10:44, time: 11.772, data_time: 11.293, memory: 7076, top1_acc: 0.4766, top5_acc: 0.7406, loss_cls: 2.2253, loss: 2.2253, grad_norm: 5.5062 2021-02-10 17:16:43,595 - mmaction - INFO - Epoch [4][40/3757] lr: 1.000e-02, eta: 1 day, 1:10:07, time: 0.429, data_time: 0.004, memory: 7076, top1_acc: 0.4695, top5_acc: 0.7203, loss_cls: 2.2874, loss: 2.2874, grad_norm: 5.7170 2021-02-10 17:16:53,079 - mmaction - INFO - Epoch [4][60/3757] lr: 1.000e-02, eta: 1 day, 1:09:44, time: 0.470, data_time: 0.003, memory: 7076, top1_acc: 0.4648, top5_acc: 0.7359, loss_cls: 2.1997, loss: 2.1997, grad_norm: 5.6394 2021-02-10 17:17:01,845 - mmaction - INFO - Epoch [4][80/3757] lr: 1.000e-02, eta: 1 day, 1:09:12, time: 0.444, data_time: 0.007, memory: 7076, top1_acc: 0.4773, top5_acc: 0.7250, loss_cls: 2.2293, loss: 2.2293, grad_norm: 5.4041 2021-02-10 17:17:09,143 - mmaction - INFO - Epoch [4][100/3757] lr: 1.000e-02, eta: 1 day, 1:08:16, time: 0.365, data_time: 0.002, memory: 7076, top1_acc: 0.4648, top5_acc: 0.7367, loss_cls: 2.2868, loss: 2.2868, grad_norm: 5.3999 2021-02-10 17:17:17,645 - mmaction - INFO - Epoch [4][120/3757] lr: 1.000e-02, eta: 1 day, 1:07:38, time: 0.425, data_time: 0.002, memory: 7076, top1_acc: 0.4531, top5_acc: 0.7258, loss_cls: 2.2998, loss: 2.2998, grad_norm: 5.4649 2021-02-10 17:17:26,670 - mmaction - INFO - Epoch [4][140/3757] lr: 1.000e-02, eta: 1 day, 1:07:08, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.4789, top5_acc: 0.7406, loss_cls: 2.2182, loss: 2.2182, grad_norm: 5.4455 2021-02-10 17:17:35,677 - mmaction - INFO - Epoch [4][160/3757] lr: 1.000e-02, eta: 1 day, 1:06:39, time: 0.452, data_time: 0.004, memory: 7076, top1_acc: 0.4672, top5_acc: 0.7344, loss_cls: 2.2334, loss: 2.2334, grad_norm: 5.4777 2021-02-10 17:17:45,824 - mmaction - INFO - Epoch [4][180/3757] lr: 1.000e-02, eta: 1 day, 1:06:28, time: 0.507, data_time: 0.098, memory: 7076, top1_acc: 0.4625, top5_acc: 0.7266, loss_cls: 2.2885, loss: 2.2885, grad_norm: 5.6045 2021-02-10 17:17:54,342 - mmaction - INFO - Epoch [4][200/3757] lr: 1.000e-02, eta: 1 day, 1:05:51, time: 0.425, data_time: 0.003, memory: 7076, top1_acc: 0.4555, top5_acc: 0.7305, loss_cls: 2.2886, loss: 2.2886, grad_norm: 5.7082 2021-02-10 17:18:03,848 - mmaction - INFO - Epoch [4][220/3757] lr: 1.000e-02, eta: 1 day, 1:05:29, time: 0.476, data_time: 0.063, memory: 7076, top1_acc: 0.4719, top5_acc: 0.7430, loss_cls: 2.2393, loss: 2.2393, grad_norm: 5.7028 2021-02-10 17:18:12,727 - mmaction - INFO - Epoch [4][240/3757] lr: 1.000e-02, eta: 1 day, 1:04:58, time: 0.444, data_time: 0.005, memory: 7076, top1_acc: 0.4914, top5_acc: 0.7266, loss_cls: 2.2102, loss: 2.2102, grad_norm: 5.4999 2021-02-10 17:18:21,370 - mmaction - INFO - Epoch [4][260/3757] lr: 1.000e-02, eta: 1 day, 1:04:20, time: 0.421, data_time: 0.003, memory: 7076, top1_acc: 0.4688, top5_acc: 0.7328, loss_cls: 2.2843, loss: 2.2843, grad_norm: 5.6480 2021-02-10 17:18:29,960 - mmaction - INFO - Epoch [4][280/3757] lr: 1.000e-02, eta: 1 day, 1:03:48, time: 0.442, data_time: 0.013, memory: 7076, top1_acc: 0.4617, top5_acc: 0.7219, loss_cls: 2.2712, loss: 2.2712, grad_norm: 5.4696 2021-02-10 17:18:39,636 - mmaction - INFO - Epoch [4][300/3757] lr: 1.000e-02, eta: 1 day, 1:03:27, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.4813, top5_acc: 0.7422, loss_cls: 2.2465, loss: 2.2465, grad_norm: 5.5493 2021-02-10 17:18:48,693 - mmaction - INFO - Epoch [4][320/3757] lr: 1.000e-02, eta: 1 day, 1:03:00, time: 0.458, data_time: 0.009, memory: 7076, top1_acc: 0.4961, top5_acc: 0.7594, loss_cls: 2.1870, loss: 2.1870, grad_norm: 5.5386 2021-02-10 17:18:57,853 - mmaction - INFO - Epoch [4][340/3757] lr: 1.000e-02, eta: 1 day, 1:02:29, time: 0.441, data_time: 0.007, memory: 7076, top1_acc: 0.4758, top5_acc: 0.7328, loss_cls: 2.2728, loss: 2.2728, grad_norm: 5.4018 2021-02-10 17:19:06,425 - mmaction - INFO - Epoch [4][360/3757] lr: 1.000e-02, eta: 1 day, 1:01:59, time: 0.447, data_time: 0.071, memory: 7076, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.2286, loss: 2.2286, grad_norm: 5.3416 2021-02-10 17:19:15,048 - mmaction - INFO - Epoch [4][380/3757] lr: 1.000e-02, eta: 1 day, 1:01:25, time: 0.432, data_time: 0.048, memory: 7076, top1_acc: 0.4602, top5_acc: 0.7180, loss_cls: 2.2993, loss: 2.2993, grad_norm: 5.5649 2021-02-10 17:19:23,792 - mmaction - INFO - Epoch [4][400/3757] lr: 1.000e-02, eta: 1 day, 1:00:52, time: 0.438, data_time: 0.076, memory: 7076, top1_acc: 0.4813, top5_acc: 0.7383, loss_cls: 2.2199, loss: 2.2199, grad_norm: 5.5140 2021-02-10 17:19:32,893 - mmaction - INFO - Epoch [4][420/3757] lr: 1.000e-02, eta: 1 day, 1:00:25, time: 0.455, data_time: 0.049, memory: 7076, top1_acc: 0.4602, top5_acc: 0.7164, loss_cls: 2.2983, loss: 2.2983, grad_norm: 5.6105 2021-02-10 17:19:41,687 - mmaction - INFO - Epoch [4][440/3757] lr: 1.000e-02, eta: 1 day, 0:59:53, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.4820, top5_acc: 0.7352, loss_cls: 2.2553, loss: 2.2553, grad_norm: 5.5104 2021-02-10 17:19:49,987 - mmaction - INFO - Epoch [4][460/3757] lr: 1.000e-02, eta: 1 day, 0:59:14, time: 0.416, data_time: 0.002, memory: 7076, top1_acc: 0.4367, top5_acc: 0.7219, loss_cls: 2.3192, loss: 2.3192, grad_norm: 5.4696 2021-02-10 17:19:58,485 - mmaction - INFO - Epoch [4][480/3757] lr: 1.000e-02, eta: 1 day, 0:58:38, time: 0.424, data_time: 0.001, memory: 7076, top1_acc: 0.4617, top5_acc: 0.7305, loss_cls: 2.3864, loss: 2.3864, grad_norm: 5.6284 2021-02-10 17:20:07,109 - mmaction - INFO - Epoch [4][500/3757] lr: 1.000e-02, eta: 1 day, 0:58:04, time: 0.432, data_time: 0.004, memory: 7076, top1_acc: 0.4547, top5_acc: 0.7430, loss_cls: 2.2445, loss: 2.2445, grad_norm: 5.7238 2021-02-10 17:20:15,729 - mmaction - INFO - Epoch [4][520/3757] lr: 1.000e-02, eta: 1 day, 0:57:30, time: 0.430, data_time: 0.001, memory: 7076, top1_acc: 0.4742, top5_acc: 0.7148, loss_cls: 2.2585, loss: 2.2585, grad_norm: 5.4175 2021-02-10 17:20:24,388 - mmaction - INFO - Epoch [4][540/3757] lr: 1.000e-02, eta: 1 day, 0:56:57, time: 0.434, data_time: 0.016, memory: 7076, top1_acc: 0.4539, top5_acc: 0.7195, loss_cls: 2.3319, loss: 2.3319, grad_norm: 5.5752 2021-02-10 17:20:33,926 - mmaction - INFO - Epoch [4][560/3757] lr: 1.000e-02, eta: 1 day, 0:56:37, time: 0.475, data_time: 0.016, memory: 7076, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.2664, loss: 2.2664, grad_norm: 5.3427 2021-02-10 17:20:41,621 - mmaction - INFO - Epoch [4][580/3757] lr: 1.000e-02, eta: 1 day, 0:55:50, time: 0.386, data_time: 0.002, memory: 7076, top1_acc: 0.4750, top5_acc: 0.7273, loss_cls: 2.2298, loss: 2.2298, grad_norm: 5.5045 2021-02-10 17:20:51,482 - mmaction - INFO - Epoch [4][600/3757] lr: 1.000e-02, eta: 1 day, 0:55:32, time: 0.486, data_time: 0.003, memory: 7076, top1_acc: 0.4383, top5_acc: 0.7234, loss_cls: 2.3068, loss: 2.3068, grad_norm: 5.8070 2021-02-10 17:20:59,401 - mmaction - INFO - Epoch [4][620/3757] lr: 1.000e-02, eta: 1 day, 0:54:50, time: 0.403, data_time: 0.009, memory: 7076, top1_acc: 0.4984, top5_acc: 0.7469, loss_cls: 2.1672, loss: 2.1672, grad_norm: 5.4018 2021-02-10 17:21:08,219 - mmaction - INFO - Epoch [4][640/3757] lr: 1.000e-02, eta: 1 day, 0:54:20, time: 0.441, data_time: 0.001, memory: 7076, top1_acc: 0.4773, top5_acc: 0.7367, loss_cls: 2.2370, loss: 2.2370, grad_norm: 5.5077 2021-02-10 17:21:17,644 - mmaction - INFO - Epoch [4][660/3757] lr: 1.000e-02, eta: 1 day, 0:53:58, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.4695, top5_acc: 0.7398, loss_cls: 2.2058, loss: 2.2058, grad_norm: 5.5906 2021-02-10 17:21:25,718 - mmaction - INFO - Epoch [4][680/3757] lr: 1.000e-02, eta: 1 day, 0:53:17, time: 0.404, data_time: 0.002, memory: 7076, top1_acc: 0.4547, top5_acc: 0.7219, loss_cls: 2.3336, loss: 2.3336, grad_norm: 5.6628 2021-02-10 17:21:36,038 - mmaction - INFO - Epoch [4][700/3757] lr: 1.000e-02, eta: 1 day, 0:53:09, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.4664, top5_acc: 0.7328, loss_cls: 2.2363, loss: 2.2363, grad_norm: 5.6113 2021-02-10 17:21:45,026 - mmaction - INFO - Epoch [4][720/3757] lr: 1.000e-02, eta: 1 day, 0:52:41, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.4672, top5_acc: 0.7305, loss_cls: 2.3157, loss: 2.3157, grad_norm: 5.4332 2021-02-10 17:21:53,903 - mmaction - INFO - Epoch [4][740/3757] lr: 1.000e-02, eta: 1 day, 0:52:11, time: 0.441, data_time: 0.001, memory: 7076, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2726, loss: 2.2726, grad_norm: 5.3601 2021-02-10 17:22:02,743 - mmaction - INFO - Epoch [4][760/3757] lr: 1.000e-02, eta: 1 day, 0:51:42, time: 0.444, data_time: 0.004, memory: 7076, top1_acc: 0.4633, top5_acc: 0.7078, loss_cls: 2.3681, loss: 2.3681, grad_norm: 5.4323 2021-02-10 17:22:12,223 - mmaction - INFO - Epoch [4][780/3757] lr: 1.000e-02, eta: 1 day, 0:51:18, time: 0.461, data_time: 0.019, memory: 7076, top1_acc: 0.4641, top5_acc: 0.7414, loss_cls: 2.2642, loss: 2.2642, grad_norm: 5.7694 2021-02-10 17:22:20,842 - mmaction - INFO - Epoch [4][800/3757] lr: 1.000e-02, eta: 1 day, 0:50:47, time: 0.438, data_time: 0.021, memory: 7076, top1_acc: 0.4859, top5_acc: 0.7281, loss_cls: 2.2171, loss: 2.2171, grad_norm: 5.6466 2021-02-10 17:22:29,590 - mmaction - INFO - Epoch [4][820/3757] lr: 1.000e-02, eta: 1 day, 0:50:18, time: 0.443, data_time: 0.017, memory: 7076, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2626, loss: 2.2626, grad_norm: 5.5804 2021-02-10 17:22:38,838 - mmaction - INFO - Epoch [4][840/3757] lr: 1.000e-02, eta: 1 day, 0:49:54, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.4617, top5_acc: 0.7164, loss_cls: 2.3216, loss: 2.3216, grad_norm: 5.4805 2021-02-10 17:22:47,835 - mmaction - INFO - Epoch [4][860/3757] lr: 1.000e-02, eta: 1 day, 0:49:27, time: 0.451, data_time: 0.004, memory: 7076, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.2919, loss: 2.2919, grad_norm: 5.5374 2021-02-10 17:22:58,051 - mmaction - INFO - Epoch [4][880/3757] lr: 1.000e-02, eta: 1 day, 0:49:16, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.4703, top5_acc: 0.7227, loss_cls: 2.2185, loss: 2.2185, grad_norm: 5.4511 2021-02-10 17:23:06,569 - mmaction - INFO - Epoch [4][900/3757] lr: 1.000e-02, eta: 1 day, 0:48:43, time: 0.429, data_time: 0.018, memory: 7076, top1_acc: 0.4555, top5_acc: 0.7227, loss_cls: 2.2923, loss: 2.2923, grad_norm: 5.6752 2021-02-10 17:23:15,302 - mmaction - INFO - Epoch [4][920/3757] lr: 1.000e-02, eta: 1 day, 0:48:10, time: 0.432, data_time: 0.003, memory: 7076, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1800, loss: 2.1800, grad_norm: 5.3862 2021-02-10 17:23:23,304 - mmaction - INFO - Epoch [4][940/3757] lr: 1.000e-02, eta: 1 day, 0:47:31, time: 0.406, data_time: 0.008, memory: 7076, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.2703, loss: 2.2703, grad_norm: 5.5917 2021-02-10 17:23:34,284 - mmaction - INFO - Epoch [4][960/3757] lr: 1.000e-02, eta: 1 day, 0:47:29, time: 0.536, data_time: 0.005, memory: 7076, top1_acc: 0.4703, top5_acc: 0.7312, loss_cls: 2.2934, loss: 2.2934, grad_norm: 5.5311 2021-02-10 17:23:41,838 - mmaction - INFO - Epoch [4][980/3757] lr: 1.000e-02, eta: 1 day, 0:46:45, time: 0.390, data_time: 0.014, memory: 7076, top1_acc: 0.4703, top5_acc: 0.7336, loss_cls: 2.2240, loss: 2.2240, grad_norm: 5.4081 2021-02-10 17:23:53,305 - mmaction - INFO - Epoch [4][1000/3757] lr: 1.000e-02, eta: 1 day, 0:46:51, time: 0.565, data_time: 0.001, memory: 7076, top1_acc: 0.4508, top5_acc: 0.7289, loss_cls: 2.3079, loss: 2.3079, grad_norm: 5.5593 2021-02-10 17:24:01,756 - mmaction - INFO - Epoch [4][1020/3757] lr: 1.000e-02, eta: 1 day, 0:46:19, time: 0.431, data_time: 0.013, memory: 7076, top1_acc: 0.4461, top5_acc: 0.7047, loss_cls: 2.3526, loss: 2.3526, grad_norm: 5.5851 2021-02-10 17:24:09,927 - mmaction - INFO - Epoch [4][1040/3757] lr: 1.000e-02, eta: 1 day, 0:45:40, time: 0.409, data_time: 0.001, memory: 7076, top1_acc: 0.4813, top5_acc: 0.7414, loss_cls: 2.1664, loss: 2.1664, grad_norm: 5.4528 2021-02-10 17:24:20,094 - mmaction - INFO - Epoch [4][1060/3757] lr: 1.000e-02, eta: 1 day, 0:45:30, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.4898, top5_acc: 0.7406, loss_cls: 2.1762, loss: 2.1762, grad_norm: 5.5133 2021-02-10 17:24:28,944 - mmaction - INFO - Epoch [4][1080/3757] lr: 1.000e-02, eta: 1 day, 0:45:02, time: 0.444, data_time: 0.018, memory: 7076, top1_acc: 0.4711, top5_acc: 0.7141, loss_cls: 2.2946, loss: 2.2946, grad_norm: 5.5583 2021-02-10 17:24:39,975 - mmaction - INFO - Epoch [4][1100/3757] lr: 1.000e-02, eta: 1 day, 0:45:04, time: 0.550, data_time: 0.001, memory: 7076, top1_acc: 0.4789, top5_acc: 0.7156, loss_cls: 2.3332, loss: 2.3332, grad_norm: 5.4697 2021-02-10 17:24:48,580 - mmaction - INFO - Epoch [4][1120/3757] lr: 1.000e-02, eta: 1 day, 0:44:32, time: 0.432, data_time: 0.005, memory: 7076, top1_acc: 0.4680, top5_acc: 0.7242, loss_cls: 2.2619, loss: 2.2619, grad_norm: 5.4359 2021-02-10 17:24:57,385 - mmaction - INFO - Epoch [4][1140/3757] lr: 1.000e-02, eta: 1 day, 0:44:01, time: 0.434, data_time: 0.014, memory: 7076, top1_acc: 0.4602, top5_acc: 0.7258, loss_cls: 2.3170, loss: 2.3170, grad_norm: 5.4896 2021-02-10 17:25:06,767 - mmaction - INFO - Epoch [4][1160/3757] lr: 1.000e-02, eta: 1 day, 0:43:41, time: 0.474, data_time: 0.008, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.1190, loss: 2.1190, grad_norm: 5.3439 2021-02-10 17:25:16,389 - mmaction - INFO - Epoch [4][1180/3757] lr: 1.000e-02, eta: 1 day, 0:43:23, time: 0.479, data_time: 0.003, memory: 7076, top1_acc: 0.4383, top5_acc: 0.6977, loss_cls: 2.4126, loss: 2.4126, grad_norm: 5.5975 2021-02-10 17:25:25,564 - mmaction - INFO - Epoch [4][1200/3757] lr: 1.000e-02, eta: 1 day, 0:43:00, time: 0.462, data_time: 0.007, memory: 7076, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.1720, loss: 2.1720, grad_norm: 5.3995 2021-02-10 17:25:33,597 - mmaction - INFO - Epoch [4][1220/3757] lr: 1.000e-02, eta: 1 day, 0:42:20, time: 0.401, data_time: 0.000, memory: 7076, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.2823, loss: 2.2823, grad_norm: 5.5267 2021-02-10 17:25:43,163 - mmaction - INFO - Epoch [4][1240/3757] lr: 1.000e-02, eta: 1 day, 0:42:02, time: 0.479, data_time: 0.003, memory: 7076, top1_acc: 0.4617, top5_acc: 0.7250, loss_cls: 2.2766, loss: 2.2766, grad_norm: 5.5709 2021-02-10 17:25:50,706 - mmaction - INFO - Epoch [4][1260/3757] lr: 1.000e-02, eta: 1 day, 0:41:16, time: 0.377, data_time: 0.001, memory: 7076, top1_acc: 0.4836, top5_acc: 0.7305, loss_cls: 2.2238, loss: 2.2238, grad_norm: 5.4581 2021-02-10 17:26:00,102 - mmaction - INFO - Epoch [4][1280/3757] lr: 1.000e-02, eta: 1 day, 0:40:54, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.3102, loss: 2.3102, grad_norm: 5.5452 2021-02-10 17:26:09,047 - mmaction - INFO - Epoch [4][1300/3757] lr: 1.000e-02, eta: 1 day, 0:40:28, time: 0.452, data_time: 0.009, memory: 7076, top1_acc: 0.4648, top5_acc: 0.7219, loss_cls: 2.3660, loss: 2.3660, grad_norm: 5.5490 2021-02-10 17:26:17,401 - mmaction - INFO - Epoch [4][1320/3757] lr: 1.000e-02, eta: 1 day, 0:39:52, time: 0.411, data_time: 0.002, memory: 7076, top1_acc: 0.4625, top5_acc: 0.7406, loss_cls: 2.1979, loss: 2.1979, grad_norm: 5.5082 2021-02-10 17:26:25,745 - mmaction - INFO - Epoch [4][1340/3757] lr: 1.000e-02, eta: 1 day, 0:39:18, time: 0.424, data_time: 0.027, memory: 7076, top1_acc: 0.4672, top5_acc: 0.7250, loss_cls: 2.2723, loss: 2.2723, grad_norm: 5.3798 2021-02-10 17:26:35,370 - mmaction - INFO - Epoch [4][1360/3757] lr: 1.000e-02, eta: 1 day, 0:39:01, time: 0.481, data_time: 0.054, memory: 7076, top1_acc: 0.4781, top5_acc: 0.7328, loss_cls: 2.2602, loss: 2.2602, grad_norm: 5.5398 2021-02-10 17:26:44,126 - mmaction - INFO - Epoch [4][1380/3757] lr: 1.000e-02, eta: 1 day, 0:38:32, time: 0.439, data_time: 0.042, memory: 7076, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.3150, loss: 2.3150, grad_norm: 5.6356 2021-02-10 17:26:55,215 - mmaction - INFO - Epoch [4][1400/3757] lr: 1.000e-02, eta: 1 day, 0:38:35, time: 0.553, data_time: 0.009, memory: 7076, top1_acc: 0.4820, top5_acc: 0.7414, loss_cls: 2.2197, loss: 2.2197, grad_norm: 5.5934 2021-02-10 17:27:03,862 - mmaction - INFO - Epoch [4][1420/3757] lr: 1.000e-02, eta: 1 day, 0:38:05, time: 0.434, data_time: 0.005, memory: 7076, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.2168, loss: 2.2168, grad_norm: 5.4745 2021-02-10 17:27:14,847 - mmaction - INFO - Epoch [4][1440/3757] lr: 1.000e-02, eta: 1 day, 0:38:05, time: 0.546, data_time: 0.002, memory: 7076, top1_acc: 0.4508, top5_acc: 0.7016, loss_cls: 2.3879, loss: 2.3879, grad_norm: 5.6654 2021-02-10 17:27:23,073 - mmaction - INFO - Epoch [4][1460/3757] lr: 1.000e-02, eta: 1 day, 0:37:30, time: 0.415, data_time: 0.005, memory: 7076, top1_acc: 0.4602, top5_acc: 0.7281, loss_cls: 2.2997, loss: 2.2997, grad_norm: 5.5366 2021-02-10 17:27:31,823 - mmaction - INFO - Epoch [4][1480/3757] lr: 1.000e-02, eta: 1 day, 0:37:01, time: 0.437, data_time: 0.011, memory: 7076, top1_acc: 0.4648, top5_acc: 0.7328, loss_cls: 2.2619, loss: 2.2619, grad_norm: 5.4745 2021-02-10 17:27:40,366 - mmaction - INFO - Epoch [4][1500/3757] lr: 1.000e-02, eta: 1 day, 0:36:29, time: 0.427, data_time: 0.002, memory: 7076, top1_acc: 0.4570, top5_acc: 0.7008, loss_cls: 2.4358, loss: 2.4358, grad_norm: 5.5599 2021-02-10 17:27:49,209 - mmaction - INFO - Epoch [4][1520/3757] lr: 1.000e-02, eta: 1 day, 0:36:02, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.4430, top5_acc: 0.7117, loss_cls: 2.3115, loss: 2.3115, grad_norm: 5.3829 2021-02-10 17:27:58,279 - mmaction - INFO - Epoch [4][1540/3757] lr: 1.000e-02, eta: 1 day, 0:35:37, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.4562, top5_acc: 0.7227, loss_cls: 2.2802, loss: 2.2802, grad_norm: 5.4807 2021-02-10 17:28:06,824 - mmaction - INFO - Epoch [4][1560/3757] lr: 1.000e-02, eta: 1 day, 0:35:06, time: 0.429, data_time: 0.005, memory: 7076, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.1985, loss: 2.1985, grad_norm: 5.2829 2021-02-10 17:28:16,140 - mmaction - INFO - Epoch [4][1580/3757] lr: 1.000e-02, eta: 1 day, 0:34:44, time: 0.463, data_time: 0.088, memory: 7076, top1_acc: 0.4734, top5_acc: 0.7195, loss_cls: 2.3159, loss: 2.3159, grad_norm: 5.5031 2021-02-10 17:28:24,118 - mmaction - INFO - Epoch [4][1600/3757] lr: 1.000e-02, eta: 1 day, 0:34:06, time: 0.402, data_time: 0.037, memory: 7076, top1_acc: 0.4867, top5_acc: 0.7383, loss_cls: 2.1637, loss: 2.1637, grad_norm: 5.4516 2021-02-10 17:28:33,591 - mmaction - INFO - Epoch [4][1620/3757] lr: 1.000e-02, eta: 1 day, 0:33:45, time: 0.467, data_time: 0.031, memory: 7076, top1_acc: 0.4578, top5_acc: 0.7094, loss_cls: 2.2907, loss: 2.2907, grad_norm: 5.4100 2021-02-10 17:28:42,669 - mmaction - INFO - Epoch [4][1640/3757] lr: 1.000e-02, eta: 1 day, 0:33:23, time: 0.460, data_time: 0.041, memory: 7076, top1_acc: 0.4805, top5_acc: 0.7297, loss_cls: 2.2086, loss: 2.2086, grad_norm: 5.4936 2021-02-10 17:28:49,994 - mmaction - INFO - Epoch [4][1660/3757] lr: 1.000e-02, eta: 1 day, 0:32:35, time: 0.367, data_time: 0.015, memory: 7076, top1_acc: 0.4680, top5_acc: 0.7047, loss_cls: 2.3281, loss: 2.3281, grad_norm: 5.5963 2021-02-10 17:28:59,492 - mmaction - INFO - Epoch [4][1680/3757] lr: 1.000e-02, eta: 1 day, 0:32:16, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2787, loss: 2.2787, grad_norm: 5.4449 2021-02-10 17:29:08,559 - mmaction - INFO - Epoch [4][1700/3757] lr: 1.000e-02, eta: 1 day, 0:31:52, time: 0.455, data_time: 0.004, memory: 7076, top1_acc: 0.4680, top5_acc: 0.7203, loss_cls: 2.3785, loss: 2.3785, grad_norm: 5.5264 2021-02-10 17:29:17,433 - mmaction - INFO - Epoch [4][1720/3757] lr: 1.000e-02, eta: 1 day, 0:31:26, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7609, loss_cls: 2.1091, loss: 2.1091, grad_norm: 5.3512 2021-02-10 17:29:27,109 - mmaction - INFO - Epoch [4][1740/3757] lr: 1.000e-02, eta: 1 day, 0:31:10, time: 0.483, data_time: 0.003, memory: 7076, top1_acc: 0.4805, top5_acc: 0.7172, loss_cls: 2.2665, loss: 2.2665, grad_norm: 5.6207 2021-02-10 17:29:36,311 - mmaction - INFO - Epoch [4][1760/3757] lr: 1.000e-02, eta: 1 day, 0:30:48, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.4609, top5_acc: 0.7172, loss_cls: 2.3185, loss: 2.3185, grad_norm: 5.4128 2021-02-10 17:29:45,082 - mmaction - INFO - Epoch [4][1780/3757] lr: 1.000e-02, eta: 1 day, 0:30:20, time: 0.441, data_time: 0.007, memory: 7076, top1_acc: 0.4734, top5_acc: 0.7273, loss_cls: 2.3059, loss: 2.3059, grad_norm: 5.4434 2021-02-10 17:29:54,391 - mmaction - INFO - Epoch [4][1800/3757] lr: 1.000e-02, eta: 1 day, 0:29:59, time: 0.461, data_time: 0.000, memory: 7076, top1_acc: 0.4437, top5_acc: 0.7164, loss_cls: 2.3438, loss: 2.3438, grad_norm: 5.7042 2021-02-10 17:30:02,762 - mmaction - INFO - Epoch [4][1820/3757] lr: 1.000e-02, eta: 1 day, 0:29:27, time: 0.422, data_time: 0.009, memory: 7076, top1_acc: 0.4508, top5_acc: 0.7281, loss_cls: 2.3055, loss: 2.3055, grad_norm: 5.6347 2021-02-10 17:30:11,146 - mmaction - INFO - Epoch [4][1840/3757] lr: 1.000e-02, eta: 1 day, 0:28:54, time: 0.420, data_time: 0.002, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7609, loss_cls: 2.1082, loss: 2.1082, grad_norm: 5.4457 2021-02-10 17:30:25,307 - mmaction - INFO - Epoch [4][1860/3757] lr: 1.000e-02, eta: 1 day, 0:29:36, time: 0.701, data_time: 0.184, memory: 7076, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2162, loss: 2.2162, grad_norm: 5.3957 2021-02-10 17:30:33,431 - mmaction - INFO - Epoch [4][1880/3757] lr: 1.000e-02, eta: 1 day, 0:29:02, time: 0.413, data_time: 0.008, memory: 7076, top1_acc: 0.4711, top5_acc: 0.7422, loss_cls: 2.2610, loss: 2.2610, grad_norm: 5.5540 2021-02-10 17:30:43,119 - mmaction - INFO - Epoch [4][1900/3757] lr: 1.000e-02, eta: 1 day, 0:28:46, time: 0.482, data_time: 0.000, memory: 7076, top1_acc: 0.4617, top5_acc: 0.7000, loss_cls: 2.3395, loss: 2.3395, grad_norm: 5.6201 2021-02-10 17:30:50,905 - mmaction - INFO - Epoch [4][1920/3757] lr: 1.000e-02, eta: 1 day, 0:28:06, time: 0.391, data_time: 0.004, memory: 7076, top1_acc: 0.4922, top5_acc: 0.7383, loss_cls: 2.1946, loss: 2.1946, grad_norm: 5.3859 2021-02-10 17:31:00,038 - mmaction - INFO - Epoch [4][1940/3757] lr: 1.000e-02, eta: 1 day, 0:27:43, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.4703, top5_acc: 0.7188, loss_cls: 2.3426, loss: 2.3426, grad_norm: 5.4598 2021-02-10 17:31:10,371 - mmaction - INFO - Epoch [4][1960/3757] lr: 1.000e-02, eta: 1 day, 0:27:36, time: 0.515, data_time: 0.004, memory: 7076, top1_acc: 0.4703, top5_acc: 0.7211, loss_cls: 2.2989, loss: 2.2989, grad_norm: 5.4392 2021-02-10 17:31:25,832 - mmaction - INFO - Epoch [4][1980/3757] lr: 1.000e-02, eta: 1 day, 0:28:36, time: 0.773, data_time: 0.355, memory: 7076, top1_acc: 0.4633, top5_acc: 0.7219, loss_cls: 2.3188, loss: 2.3188, grad_norm: 5.6335 2021-02-10 17:31:34,114 - mmaction - INFO - Epoch [4][2000/3757] lr: 1.000e-02, eta: 1 day, 0:28:03, time: 0.416, data_time: 0.056, memory: 7076, top1_acc: 0.4789, top5_acc: 0.7344, loss_cls: 2.2810, loss: 2.2810, grad_norm: 5.4905 2021-02-10 17:31:43,550 - mmaction - INFO - Epoch [4][2020/3757] lr: 1.000e-02, eta: 1 day, 0:27:44, time: 0.470, data_time: 0.076, memory: 7076, top1_acc: 0.4797, top5_acc: 0.7328, loss_cls: 2.2441, loss: 2.2441, grad_norm: 5.5602 2021-02-10 17:31:53,401 - mmaction - INFO - Epoch [4][2040/3757] lr: 1.000e-02, eta: 1 day, 0:27:31, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.4492, top5_acc: 0.7234, loss_cls: 2.2882, loss: 2.2882, grad_norm: 5.3713 2021-02-10 17:32:00,753 - mmaction - INFO - Epoch [4][2060/3757] lr: 1.000e-02, eta: 1 day, 0:26:45, time: 0.367, data_time: 0.001, memory: 7076, top1_acc: 0.4773, top5_acc: 0.7461, loss_cls: 2.2309, loss: 2.2309, grad_norm: 5.3581 2021-02-10 17:32:09,695 - mmaction - INFO - Epoch [4][2080/3757] lr: 1.000e-02, eta: 1 day, 0:26:20, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.4867, top5_acc: 0.7344, loss_cls: 2.2189, loss: 2.2189, grad_norm: 5.3081 2021-02-10 17:32:18,358 - mmaction - INFO - Epoch [4][2100/3757] lr: 1.000e-02, eta: 1 day, 0:25:51, time: 0.433, data_time: 0.004, memory: 7076, top1_acc: 0.4688, top5_acc: 0.7273, loss_cls: 2.2601, loss: 2.2601, grad_norm: 5.4585 2021-02-10 17:32:26,571 - mmaction - INFO - Epoch [4][2120/3757] lr: 1.000e-02, eta: 1 day, 0:25:17, time: 0.411, data_time: 0.007, memory: 7076, top1_acc: 0.4773, top5_acc: 0.7477, loss_cls: 2.2369, loss: 2.2369, grad_norm: 5.3086 2021-02-10 17:32:36,007 - mmaction - INFO - Epoch [4][2140/3757] lr: 1.000e-02, eta: 1 day, 0:24:59, time: 0.473, data_time: 0.005, memory: 7076, top1_acc: 0.4914, top5_acc: 0.7195, loss_cls: 2.2580, loss: 2.2580, grad_norm: 5.3709 2021-02-10 17:32:44,958 - mmaction - INFO - Epoch [4][2160/3757] lr: 1.000e-02, eta: 1 day, 0:24:34, time: 0.447, data_time: 0.003, memory: 7076, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.2524, loss: 2.2524, grad_norm: 5.4346 2021-02-10 17:32:53,004 - mmaction - INFO - Epoch [4][2180/3757] lr: 1.000e-02, eta: 1 day, 0:23:58, time: 0.403, data_time: 0.010, memory: 7076, top1_acc: 0.4516, top5_acc: 0.7289, loss_cls: 2.2966, loss: 2.2966, grad_norm: 5.3844 2021-02-10 17:33:02,063 - mmaction - INFO - Epoch [4][2200/3757] lr: 1.000e-02, eta: 1 day, 0:23:33, time: 0.446, data_time: 0.019, memory: 7076, top1_acc: 0.4664, top5_acc: 0.7320, loss_cls: 2.2535, loss: 2.2535, grad_norm: 5.4986 2021-02-10 17:33:10,181 - mmaction - INFO - Epoch [4][2220/3757] lr: 1.000e-02, eta: 1 day, 0:22:59, time: 0.413, data_time: 0.008, memory: 7076, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.3266, loss: 2.3266, grad_norm: 5.3480 2021-02-10 17:33:19,456 - mmaction - INFO - Epoch [4][2240/3757] lr: 1.000e-02, eta: 1 day, 0:22:38, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.4594, top5_acc: 0.7203, loss_cls: 2.3422, loss: 2.3422, grad_norm: 5.4487 2021-02-10 17:33:28,529 - mmaction - INFO - Epoch [4][2260/3757] lr: 1.000e-02, eta: 1 day, 0:22:15, time: 0.454, data_time: 0.077, memory: 7076, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.1965, loss: 2.1965, grad_norm: 5.4234 2021-02-10 17:33:37,627 - mmaction - INFO - Epoch [4][2280/3757] lr: 1.000e-02, eta: 1 day, 0:21:52, time: 0.454, data_time: 0.003, memory: 7076, top1_acc: 0.4703, top5_acc: 0.7281, loss_cls: 2.2752, loss: 2.2752, grad_norm: 5.2669 2021-02-10 17:33:46,435 - mmaction - INFO - Epoch [4][2300/3757] lr: 1.000e-02, eta: 1 day, 0:21:27, time: 0.443, data_time: 0.007, memory: 7076, top1_acc: 0.4453, top5_acc: 0.7164, loss_cls: 2.3319, loss: 2.3319, grad_norm: 5.5635 2021-02-10 17:33:54,549 - mmaction - INFO - Epoch [4][2320/3757] lr: 1.000e-02, eta: 1 day, 0:20:52, time: 0.406, data_time: 0.001, memory: 7076, top1_acc: 0.4758, top5_acc: 0.7422, loss_cls: 2.1723, loss: 2.1723, grad_norm: 5.4755 2021-02-10 17:34:05,584 - mmaction - INFO - Epoch [4][2340/3757] lr: 1.000e-02, eta: 1 day, 0:20:53, time: 0.548, data_time: 0.084, memory: 7076, top1_acc: 0.4844, top5_acc: 0.7352, loss_cls: 2.2546, loss: 2.2546, grad_norm: 5.4340 2021-02-10 17:34:14,150 - mmaction - INFO - Epoch [4][2360/3757] lr: 1.000e-02, eta: 1 day, 0:20:15, time: 0.392, data_time: 0.014, memory: 7076, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.1812, loss: 2.1812, grad_norm: 5.3385 2021-02-10 17:34:23,221 - mmaction - INFO - Epoch [4][2380/3757] lr: 1.000e-02, eta: 1 day, 0:20:03, time: 0.493, data_time: 0.062, memory: 7076, top1_acc: 0.4578, top5_acc: 0.7234, loss_cls: 2.2923, loss: 2.2923, grad_norm: 5.3670 2021-02-10 17:34:32,230 - mmaction - INFO - Epoch [4][2400/3757] lr: 1.000e-02, eta: 1 day, 0:19:39, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.4789, top5_acc: 0.7430, loss_cls: 2.2143, loss: 2.2143, grad_norm: 5.3860 2021-02-10 17:34:39,582 - mmaction - INFO - Epoch [4][2420/3757] lr: 1.000e-02, eta: 1 day, 0:18:55, time: 0.369, data_time: 0.003, memory: 7076, top1_acc: 0.4594, top5_acc: 0.7211, loss_cls: 2.3105, loss: 2.3105, grad_norm: 5.5082 2021-02-10 17:34:48,644 - mmaction - INFO - Epoch [4][2440/3757] lr: 1.000e-02, eta: 1 day, 0:18:31, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.4594, top5_acc: 0.7180, loss_cls: 2.3124, loss: 2.3124, grad_norm: 5.3735 2021-02-10 17:34:57,776 - mmaction - INFO - Epoch [4][2460/3757] lr: 1.000e-02, eta: 1 day, 0:18:10, time: 0.458, data_time: 0.054, memory: 7076, top1_acc: 0.4828, top5_acc: 0.7328, loss_cls: 2.2291, loss: 2.2291, grad_norm: 5.4893 2021-02-10 17:35:05,863 - mmaction - INFO - Epoch [4][2480/3757] lr: 1.000e-02, eta: 1 day, 0:17:35, time: 0.406, data_time: 0.025, memory: 7076, top1_acc: 0.4695, top5_acc: 0.7344, loss_cls: 2.2512, loss: 2.2512, grad_norm: 5.5338 2021-02-10 17:35:14,528 - mmaction - INFO - Epoch [4][2500/3757] lr: 1.000e-02, eta: 1 day, 0:17:07, time: 0.430, data_time: 0.038, memory: 7076, top1_acc: 0.4750, top5_acc: 0.7336, loss_cls: 2.2317, loss: 2.2317, grad_norm: 5.3629 2021-02-10 17:35:24,661 - mmaction - INFO - Epoch [4][2520/3757] lr: 1.000e-02, eta: 1 day, 0:16:58, time: 0.504, data_time: 0.047, memory: 7076, top1_acc: 0.4578, top5_acc: 0.7195, loss_cls: 2.3099, loss: 2.3099, grad_norm: 5.5678 2021-02-10 17:35:32,974 - mmaction - INFO - Epoch [4][2540/3757] lr: 1.000e-02, eta: 1 day, 0:16:27, time: 0.420, data_time: 0.033, memory: 7076, top1_acc: 0.4398, top5_acc: 0.7172, loss_cls: 2.3741, loss: 2.3741, grad_norm: 5.5105 2021-02-10 17:35:41,447 - mmaction - INFO - Epoch [4][2560/3757] lr: 1.000e-02, eta: 1 day, 0:15:57, time: 0.424, data_time: 0.055, memory: 7076, top1_acc: 0.4570, top5_acc: 0.7016, loss_cls: 2.3399, loss: 2.3399, grad_norm: 5.4214 2021-02-10 17:35:50,021 - mmaction - INFO - Epoch [4][2580/3757] lr: 1.000e-02, eta: 1 day, 0:15:29, time: 0.429, data_time: 0.002, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7477, loss_cls: 2.1480, loss: 2.1480, grad_norm: 5.3284 2021-02-10 17:35:59,349 - mmaction - INFO - Epoch [4][2600/3757] lr: 1.000e-02, eta: 1 day, 0:15:10, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.4609, top5_acc: 0.7352, loss_cls: 2.2914, loss: 2.2914, grad_norm: 5.4141 2021-02-10 17:36:07,882 - mmaction - INFO - Epoch [4][2620/3757] lr: 1.000e-02, eta: 1 day, 0:14:41, time: 0.427, data_time: 0.019, memory: 7076, top1_acc: 0.4539, top5_acc: 0.7078, loss_cls: 2.3993, loss: 2.3993, grad_norm: 5.5531 2021-02-10 17:36:17,129 - mmaction - INFO - Epoch [4][2640/3757] lr: 1.000e-02, eta: 1 day, 0:14:21, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.4805, top5_acc: 0.7172, loss_cls: 2.2451, loss: 2.2451, grad_norm: 5.0521 2021-02-10 17:36:26,892 - mmaction - INFO - Epoch [4][2660/3757] lr: 1.000e-02, eta: 1 day, 0:14:08, time: 0.489, data_time: 0.007, memory: 7076, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.2797, loss: 2.2797, grad_norm: 5.3901 2021-02-10 17:36:35,456 - mmaction - INFO - Epoch [4][2680/3757] lr: 1.000e-02, eta: 1 day, 0:13:39, time: 0.428, data_time: 0.002, memory: 7076, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2040, loss: 2.2040, grad_norm: 5.4080 2021-02-10 17:36:45,219 - mmaction - INFO - Epoch [4][2700/3757] lr: 1.000e-02, eta: 1 day, 0:13:26, time: 0.488, data_time: 0.003, memory: 7076, top1_acc: 0.4609, top5_acc: 0.7289, loss_cls: 2.2848, loss: 2.2848, grad_norm: 5.2880 2021-02-10 17:36:54,821 - mmaction - INFO - Epoch [4][2720/3757] lr: 1.000e-02, eta: 1 day, 0:13:10, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.4719, top5_acc: 0.7477, loss_cls: 2.2266, loss: 2.2266, grad_norm: 5.3675 2021-02-10 17:37:02,568 - mmaction - INFO - Epoch [4][2740/3757] lr: 1.000e-02, eta: 1 day, 0:12:31, time: 0.386, data_time: 0.004, memory: 7076, top1_acc: 0.4781, top5_acc: 0.7242, loss_cls: 2.2482, loss: 2.2482, grad_norm: 5.3441 2021-02-10 17:37:11,630 - mmaction - INFO - Epoch [4][2760/3757] lr: 1.000e-02, eta: 1 day, 0:12:10, time: 0.456, data_time: 0.005, memory: 7076, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.1927, loss: 2.1927, grad_norm: 5.3409 2021-02-10 17:37:20,131 - mmaction - INFO - Epoch [4][2780/3757] lr: 1.000e-02, eta: 1 day, 0:11:41, time: 0.426, data_time: 0.003, memory: 7076, top1_acc: 0.4766, top5_acc: 0.7352, loss_cls: 2.2842, loss: 2.2842, grad_norm: 5.4152 2021-02-10 17:37:28,802 - mmaction - INFO - Epoch [4][2800/3757] lr: 1.000e-02, eta: 1 day, 0:11:15, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.4727, top5_acc: 0.7180, loss_cls: 2.2858, loss: 2.2858, grad_norm: 5.5194 2021-02-10 17:37:37,469 - mmaction - INFO - Epoch [4][2820/3757] lr: 1.000e-02, eta: 1 day, 0:10:47, time: 0.430, data_time: 0.000, memory: 7076, top1_acc: 0.4773, top5_acc: 0.7461, loss_cls: 2.1873, loss: 2.1873, grad_norm: 5.2373 2021-02-10 17:37:46,737 - mmaction - INFO - Epoch [4][2840/3757] lr: 1.000e-02, eta: 1 day, 0:10:29, time: 0.467, data_time: 0.009, memory: 7076, top1_acc: 0.5008, top5_acc: 0.7633, loss_cls: 2.1407, loss: 2.1407, grad_norm: 5.3857 2021-02-10 17:37:55,356 - mmaction - INFO - Epoch [4][2860/3757] lr: 1.000e-02, eta: 1 day, 0:10:01, time: 0.428, data_time: 0.001, memory: 7076, top1_acc: 0.4836, top5_acc: 0.7359, loss_cls: 2.2102, loss: 2.2102, grad_norm: 5.4941 2021-02-10 17:38:04,648 - mmaction - INFO - Epoch [4][2880/3757] lr: 1.000e-02, eta: 1 day, 0:09:42, time: 0.466, data_time: 0.005, memory: 7076, top1_acc: 0.4820, top5_acc: 0.7375, loss_cls: 2.1958, loss: 2.1958, grad_norm: 5.4863 2021-02-10 17:38:12,344 - mmaction - INFO - Epoch [4][2900/3757] lr: 1.000e-02, eta: 1 day, 0:09:04, time: 0.384, data_time: 0.002, memory: 7076, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.4275 2021-02-10 17:38:21,328 - mmaction - INFO - Epoch [4][2920/3757] lr: 1.000e-02, eta: 1 day, 0:08:41, time: 0.451, data_time: 0.006, memory: 7076, top1_acc: 0.4766, top5_acc: 0.7445, loss_cls: 2.1982, loss: 2.1982, grad_norm: 5.2368 2021-02-10 17:38:30,093 - mmaction - INFO - Epoch [4][2940/3757] lr: 1.000e-02, eta: 1 day, 0:08:16, time: 0.437, data_time: 0.012, memory: 7076, top1_acc: 0.4648, top5_acc: 0.7219, loss_cls: 2.3013, loss: 2.3013, grad_norm: 5.6771 2021-02-10 17:38:38,341 - mmaction - INFO - Epoch [4][2960/3757] lr: 1.000e-02, eta: 1 day, 0:07:45, time: 0.414, data_time: 0.003, memory: 7076, top1_acc: 0.4664, top5_acc: 0.7250, loss_cls: 2.2775, loss: 2.2775, grad_norm: 5.5999 2021-02-10 17:38:47,793 - mmaction - INFO - Epoch [4][2980/3757] lr: 1.000e-02, eta: 1 day, 0:07:27, time: 0.470, data_time: 0.003, memory: 7076, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.3041 2021-02-10 17:38:57,965 - mmaction - INFO - Epoch [4][3000/3757] lr: 1.000e-02, eta: 1 day, 0:07:20, time: 0.510, data_time: 0.004, memory: 7076, top1_acc: 0.4578, top5_acc: 0.7133, loss_cls: 2.2840, loss: 2.2840, grad_norm: 5.6530 2021-02-10 17:39:06,183 - mmaction - INFO - Epoch [4][3020/3757] lr: 1.000e-02, eta: 1 day, 0:06:48, time: 0.411, data_time: 0.005, memory: 7076, top1_acc: 0.4586, top5_acc: 0.7227, loss_cls: 2.2993, loss: 2.2993, grad_norm: 5.5047 2021-02-10 17:39:18,683 - mmaction - INFO - Epoch [4][3040/3757] lr: 1.000e-02, eta: 1 day, 0:07:07, time: 0.618, data_time: 0.002, memory: 7076, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.2995, loss: 2.2995, grad_norm: 5.5248 2021-02-10 17:39:26,184 - mmaction - INFO - Epoch [4][3060/3757] lr: 1.000e-02, eta: 1 day, 0:06:28, time: 0.383, data_time: 0.013, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7570, loss_cls: 2.1688, loss: 2.1688, grad_norm: 5.3933 2021-02-10 17:39:35,143 - mmaction - INFO - Epoch [4][3080/3757] lr: 1.000e-02, eta: 1 day, 0:06:06, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.4805, top5_acc: 0.7273, loss_cls: 2.2046, loss: 2.2046, grad_norm: 5.5452 2021-02-10 17:39:46,523 - mmaction - INFO - Epoch [4][3100/3757] lr: 1.000e-02, eta: 1 day, 0:06:12, time: 0.567, data_time: 0.030, memory: 7076, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.1647, loss: 2.1647, grad_norm: 5.3986 2021-02-10 17:39:54,466 - mmaction - INFO - Epoch [4][3120/3757] lr: 1.000e-02, eta: 1 day, 0:05:36, time: 0.392, data_time: 0.005, memory: 7076, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.1358, loss: 2.1358, grad_norm: 5.3347 2021-02-10 17:40:03,207 - mmaction - INFO - Epoch [4][3140/3757] lr: 1.000e-02, eta: 1 day, 0:05:12, time: 0.444, data_time: 0.010, memory: 7076, top1_acc: 0.4703, top5_acc: 0.7188, loss_cls: 2.2636, loss: 2.2636, grad_norm: 5.4788 2021-02-10 17:40:11,550 - mmaction - INFO - Epoch [4][3160/3757] lr: 1.000e-02, eta: 1 day, 0:04:42, time: 0.417, data_time: 0.004, memory: 7076, top1_acc: 0.4852, top5_acc: 0.7367, loss_cls: 2.2533, loss: 2.2533, grad_norm: 5.4360 2021-02-10 17:40:21,192 - mmaction - INFO - Epoch [4][3180/3757] lr: 1.000e-02, eta: 1 day, 0:04:27, time: 0.479, data_time: 0.000, memory: 7076, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.2339, loss: 2.2339, grad_norm: 5.2979 2021-02-10 17:40:30,173 - mmaction - INFO - Epoch [4][3200/3757] lr: 1.000e-02, eta: 1 day, 0:04:06, time: 0.451, data_time: 0.023, memory: 7076, top1_acc: 0.4859, top5_acc: 0.7453, loss_cls: 2.2342, loss: 2.2342, grad_norm: 5.4830 2021-02-10 17:40:38,497 - mmaction - INFO - Epoch [4][3220/3757] lr: 1.000e-02, eta: 1 day, 0:03:36, time: 0.416, data_time: 0.001, memory: 7076, top1_acc: 0.4711, top5_acc: 0.7289, loss_cls: 2.2992, loss: 2.2992, grad_norm: 5.3616 2021-02-10 17:40:47,427 - mmaction - INFO - Epoch [4][3240/3757] lr: 1.000e-02, eta: 1 day, 0:03:13, time: 0.446, data_time: 0.003, memory: 7076, top1_acc: 0.4930, top5_acc: 0.7516, loss_cls: 2.1738, loss: 2.1738, grad_norm: 5.3457 2021-02-10 17:40:57,611 - mmaction - INFO - Epoch [4][3260/3757] lr: 1.000e-02, eta: 1 day, 0:03:05, time: 0.510, data_time: 0.003, memory: 7076, top1_acc: 0.4430, top5_acc: 0.7336, loss_cls: 2.3212, loss: 2.3212, grad_norm: 5.5050 2021-02-10 17:41:05,488 - mmaction - INFO - Epoch [4][3280/3757] lr: 1.000e-02, eta: 1 day, 0:02:30, time: 0.394, data_time: 0.002, memory: 7076, top1_acc: 0.4688, top5_acc: 0.7391, loss_cls: 2.2200, loss: 2.2200, grad_norm: 5.4368 2021-02-10 17:41:15,360 - mmaction - INFO - Epoch [4][3300/3757] lr: 1.000e-02, eta: 1 day, 0:02:19, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.4742, top5_acc: 0.7320, loss_cls: 2.2369, loss: 2.2369, grad_norm: 5.5456 2021-02-10 17:41:23,868 - mmaction - INFO - Epoch [4][3320/3757] lr: 1.000e-02, eta: 1 day, 0:01:51, time: 0.427, data_time: 0.004, memory: 7076, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.2083, loss: 2.2083, grad_norm: 5.4653 2021-02-10 17:41:32,240 - mmaction - INFO - Epoch [4][3340/3757] lr: 1.000e-02, eta: 1 day, 0:01:22, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.4789, top5_acc: 0.7320, loss_cls: 2.2712, loss: 2.2712, grad_norm: 5.6508 2021-02-10 17:41:41,778 - mmaction - INFO - Epoch [4][3360/3757] lr: 1.000e-02, eta: 1 day, 0:01:05, time: 0.470, data_time: 0.002, memory: 7076, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.2544, loss: 2.2544, grad_norm: 5.3612 2021-02-10 17:41:49,819 - mmaction - INFO - Epoch [4][3380/3757] lr: 1.000e-02, eta: 1 day, 0:00:34, time: 0.409, data_time: 0.012, memory: 7076, top1_acc: 0.4875, top5_acc: 0.7305, loss_cls: 2.2521, loss: 2.2521, grad_norm: 5.4210 2021-02-10 17:41:59,150 - mmaction - INFO - Epoch [4][3400/3757] lr: 1.000e-02, eta: 1 day, 0:00:16, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.4727, top5_acc: 0.7297, loss_cls: 2.2097, loss: 2.2097, grad_norm: 5.5356 2021-02-10 17:42:08,499 - mmaction - INFO - Epoch [4][3420/3757] lr: 1.000e-02, eta: 23:59:59, time: 0.466, data_time: 0.003, memory: 7076, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.1927, loss: 2.1927, grad_norm: 5.5658 2021-02-10 17:42:18,468 - mmaction - INFO - Epoch [4][3440/3757] lr: 1.000e-02, eta: 23:59:46, time: 0.489, data_time: 0.022, memory: 7076, top1_acc: 0.4773, top5_acc: 0.7406, loss_cls: 2.2361, loss: 2.2361, grad_norm: 5.5389 2021-02-10 17:42:26,246 - mmaction - INFO - Epoch [4][3460/3757] lr: 1.000e-02, eta: 23:59:13, time: 0.399, data_time: 0.013, memory: 7076, top1_acc: 0.4703, top5_acc: 0.7297, loss_cls: 2.2394, loss: 2.2394, grad_norm: 5.4940 2021-02-10 17:42:37,845 - mmaction - INFO - Epoch [4][3480/3757] lr: 1.000e-02, eta: 23:59:22, time: 0.578, data_time: 0.001, memory: 7076, top1_acc: 0.4758, top5_acc: 0.7344, loss_cls: 2.2013, loss: 2.2013, grad_norm: 5.4815 2021-02-10 17:42:46,189 - mmaction - INFO - Epoch [4][3500/3757] lr: 1.000e-02, eta: 23:58:53, time: 0.419, data_time: 0.005, memory: 7076, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.3159, loss: 2.3159, grad_norm: 5.4781 2021-02-10 17:42:55,803 - mmaction - INFO - Epoch [4][3520/3757] lr: 1.000e-02, eta: 23:58:32, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.4555, top5_acc: 0.7102, loss_cls: 2.3262, loss: 2.3262, grad_norm: 5.4904 2021-02-10 17:43:03,828 - mmaction - INFO - Epoch [4][3540/3757] lr: 1.000e-02, eta: 23:58:06, time: 0.431, data_time: 0.034, memory: 7076, top1_acc: 0.4969, top5_acc: 0.7398, loss_cls: 2.1843, loss: 2.1843, grad_norm: 5.4570 2021-02-10 17:43:12,453 - mmaction - INFO - Epoch [4][3560/3757] lr: 1.000e-02, eta: 23:57:40, time: 0.432, data_time: 0.001, memory: 7076, top1_acc: 0.4656, top5_acc: 0.7477, loss_cls: 2.2276, loss: 2.2276, grad_norm: 5.4036 2021-02-10 17:43:21,460 - mmaction - INFO - Epoch [4][3580/3757] lr: 1.000e-02, eta: 23:57:19, time: 0.449, data_time: 0.004, memory: 7076, top1_acc: 0.4703, top5_acc: 0.7273, loss_cls: 2.2646, loss: 2.2646, grad_norm: 5.4612 2021-02-10 17:43:30,169 - mmaction - INFO - Epoch [4][3600/3757] lr: 1.000e-02, eta: 23:56:54, time: 0.436, data_time: 0.003, memory: 7076, top1_acc: 0.4734, top5_acc: 0.7352, loss_cls: 2.2760, loss: 2.2760, grad_norm: 5.3321 2021-02-10 17:43:39,888 - mmaction - INFO - Epoch [4][3620/3757] lr: 1.000e-02, eta: 23:56:40, time: 0.481, data_time: 0.002, memory: 7076, top1_acc: 0.4797, top5_acc: 0.7195, loss_cls: 2.2631, loss: 2.2631, grad_norm: 5.3281 2021-02-10 17:43:47,605 - mmaction - INFO - Epoch [4][3640/3757] lr: 1.000e-02, eta: 23:56:05, time: 0.392, data_time: 0.008, memory: 7076, top1_acc: 0.4813, top5_acc: 0.7453, loss_cls: 2.2008, loss: 2.2008, grad_norm: 5.4749 2021-02-10 17:43:57,301 - mmaction - INFO - Epoch [4][3660/3757] lr: 1.000e-02, eta: 23:55:51, time: 0.478, data_time: 0.003, memory: 7076, top1_acc: 0.4711, top5_acc: 0.7367, loss_cls: 2.1972, loss: 2.1972, grad_norm: 5.3762 2021-02-10 17:44:05,752 - mmaction - INFO - Epoch [4][3680/3757] lr: 1.000e-02, eta: 23:55:25, time: 0.430, data_time: 0.009, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7578, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.1829 2021-02-10 17:44:15,178 - mmaction - INFO - Epoch [4][3700/3757] lr: 1.000e-02, eta: 23:55:09, time: 0.471, data_time: 0.003, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7477, loss_cls: 2.1852, loss: 2.1852, grad_norm: 5.3353 2021-02-10 17:44:23,142 - mmaction - INFO - Epoch [4][3720/3757] lr: 1.000e-02, eta: 23:54:36, time: 0.398, data_time: 0.006, memory: 7076, top1_acc: 0.4734, top5_acc: 0.7195, loss_cls: 2.2492, loss: 2.2492, grad_norm: 5.4728 2021-02-10 17:44:31,920 - mmaction - INFO - Epoch [4][3740/3757] lr: 1.000e-02, eta: 23:54:12, time: 0.440, data_time: 0.018, memory: 7076, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.1848, loss: 2.1848, grad_norm: 5.3235 2021-02-10 17:48:03,611 - mmaction - INFO - Epoch [5][20/3757] lr: 1.000e-02, eta: 1 day, 0:27:22, time: 9.665, data_time: 9.171, memory: 7076, top1_acc: 0.4961, top5_acc: 0.7648, loss_cls: 2.0772, loss: 2.0772, grad_norm: 5.3039 2021-02-10 17:48:12,738 - mmaction - INFO - Epoch [5][40/3757] lr: 1.000e-02, eta: 1 day, 0:27:00, time: 0.460, data_time: 0.007, memory: 7076, top1_acc: 0.4758, top5_acc: 0.7477, loss_cls: 2.1983, loss: 2.1983, grad_norm: 5.4222 2021-02-10 17:48:22,055 - mmaction - INFO - Epoch [5][60/3757] lr: 1.000e-02, eta: 1 day, 0:26:40, time: 0.465, data_time: 0.013, memory: 7076, top1_acc: 0.4734, top5_acc: 0.7406, loss_cls: 2.2078, loss: 2.2078, grad_norm: 5.5020 2021-02-10 17:48:31,771 - mmaction - INFO - Epoch [5][80/3757] lr: 1.000e-02, eta: 1 day, 0:26:23, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.4758, top5_acc: 0.7219, loss_cls: 2.2605, loss: 2.2605, grad_norm: 5.3167 2021-02-10 17:48:41,340 - mmaction - INFO - Epoch [5][100/3757] lr: 1.000e-02, eta: 1 day, 0:26:07, time: 0.483, data_time: 0.008, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7609, loss_cls: 2.0662, loss: 2.0662, grad_norm: 5.3819 2021-02-10 17:48:49,986 - mmaction - INFO - Epoch [5][120/3757] lr: 1.000e-02, eta: 1 day, 0:25:40, time: 0.434, data_time: 0.007, memory: 7076, top1_acc: 0.4758, top5_acc: 0.7430, loss_cls: 2.1914, loss: 2.1914, grad_norm: 5.5829 2021-02-10 17:48:59,601 - mmaction - INFO - Epoch [5][140/3757] lr: 1.000e-02, eta: 1 day, 0:25:23, time: 0.481, data_time: 0.017, memory: 7076, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.2436, loss: 2.2436, grad_norm: 5.6752 2021-02-10 17:49:08,577 - mmaction - INFO - Epoch [5][160/3757] lr: 1.000e-02, eta: 1 day, 0:24:58, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7633, loss_cls: 2.0870, loss: 2.0870, grad_norm: 5.2269 2021-02-10 17:49:18,364 - mmaction - INFO - Epoch [5][180/3757] lr: 1.000e-02, eta: 1 day, 0:24:44, time: 0.493, data_time: 0.010, memory: 7076, top1_acc: 0.4898, top5_acc: 0.7453, loss_cls: 2.2003, loss: 2.2003, grad_norm: 5.4311 2021-02-10 17:49:26,999 - mmaction - INFO - Epoch [5][200/3757] lr: 1.000e-02, eta: 1 day, 0:24:16, time: 0.432, data_time: 0.004, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7570, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.2618 2021-02-10 17:49:35,987 - mmaction - INFO - Epoch [5][220/3757] lr: 1.000e-02, eta: 1 day, 0:23:53, time: 0.450, data_time: 0.003, memory: 7076, top1_acc: 0.4641, top5_acc: 0.7227, loss_cls: 2.2503, loss: 2.2503, grad_norm: 5.6009 2021-02-10 17:49:46,274 - mmaction - INFO - Epoch [5][240/3757] lr: 1.000e-02, eta: 1 day, 0:23:43, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.4969, top5_acc: 0.7586, loss_cls: 2.1001, loss: 2.1001, grad_norm: 5.4512 2021-02-10 17:49:54,121 - mmaction - INFO - Epoch [5][260/3757] lr: 1.000e-02, eta: 1 day, 0:23:07, time: 0.395, data_time: 0.008, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7562, loss_cls: 2.1136, loss: 2.1136, grad_norm: 5.3388 2021-02-10 17:50:02,288 - mmaction - INFO - Epoch [5][280/3757] lr: 1.000e-02, eta: 1 day, 0:22:35, time: 0.409, data_time: 0.002, memory: 7076, top1_acc: 0.4938, top5_acc: 0.7273, loss_cls: 2.1924, loss: 2.1924, grad_norm: 5.5580 2021-02-10 17:50:11,255 - mmaction - INFO - Epoch [5][300/3757] lr: 1.000e-02, eta: 1 day, 0:22:11, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.4938, top5_acc: 0.7430, loss_cls: 2.1453, loss: 2.1453, grad_norm: 5.3591 2021-02-10 17:50:19,723 - mmaction - INFO - Epoch [5][320/3757] lr: 1.000e-02, eta: 1 day, 0:21:42, time: 0.424, data_time: 0.015, memory: 7076, top1_acc: 0.4867, top5_acc: 0.7570, loss_cls: 2.1123, loss: 2.1123, grad_norm: 5.2928 2021-02-10 17:50:29,472 - mmaction - INFO - Epoch [5][340/3757] lr: 1.000e-02, eta: 1 day, 0:21:27, time: 0.488, data_time: 0.002, memory: 7076, top1_acc: 0.5328, top5_acc: 0.7688, loss_cls: 1.9713, loss: 1.9713, grad_norm: 5.3011 2021-02-10 17:50:38,488 - mmaction - INFO - Epoch [5][360/3757] lr: 1.000e-02, eta: 1 day, 0:21:04, time: 0.450, data_time: 0.009, memory: 7076, top1_acc: 0.4914, top5_acc: 0.7641, loss_cls: 2.0905, loss: 2.0905, grad_norm: 5.5486 2021-02-10 17:50:46,871 - mmaction - INFO - Epoch [5][380/3757] lr: 1.000e-02, eta: 1 day, 0:20:33, time: 0.418, data_time: 0.002, memory: 7076, top1_acc: 0.5016, top5_acc: 0.7516, loss_cls: 2.1488, loss: 2.1488, grad_norm: 5.3157 2021-02-10 17:50:55,149 - mmaction - INFO - Epoch [5][400/3757] lr: 1.000e-02, eta: 1 day, 0:20:02, time: 0.416, data_time: 0.005, memory: 7076, top1_acc: 0.4773, top5_acc: 0.7234, loss_cls: 2.2303, loss: 2.2303, grad_norm: 5.4487 2021-02-10 17:51:04,592 - mmaction - INFO - Epoch [5][420/3757] lr: 1.000e-02, eta: 1 day, 0:19:44, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.1599, loss: 2.1599, grad_norm: 5.2519 2021-02-10 17:51:11,802 - mmaction - INFO - Epoch [5][440/3757] lr: 1.000e-02, eta: 1 day, 0:19:01, time: 0.362, data_time: 0.004, memory: 7076, top1_acc: 0.4953, top5_acc: 0.7547, loss_cls: 2.0991, loss: 2.0991, grad_norm: 5.2883 2021-02-10 17:51:25,392 - mmaction - INFO - Epoch [5][460/3757] lr: 1.000e-02, eta: 1 day, 0:19:29, time: 0.677, data_time: 0.225, memory: 7076, top1_acc: 0.5000, top5_acc: 0.7523, loss_cls: 2.0957, loss: 2.0957, grad_norm: 5.3513 2021-02-10 17:51:32,998 - mmaction - INFO - Epoch [5][480/3757] lr: 1.000e-02, eta: 1 day, 0:18:51, time: 0.383, data_time: 0.003, memory: 7076, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.1462, loss: 2.1462, grad_norm: 5.4441 2021-02-10 17:51:41,967 - mmaction - INFO - Epoch [5][500/3757] lr: 1.000e-02, eta: 1 day, 0:18:27, time: 0.448, data_time: 0.014, memory: 7076, top1_acc: 0.4969, top5_acc: 0.7555, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.4031 2021-02-10 17:51:51,059 - mmaction - INFO - Epoch [5][520/3757] lr: 1.000e-02, eta: 1 day, 0:18:05, time: 0.454, data_time: 0.005, memory: 7076, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.5208 2021-02-10 17:51:59,684 - mmaction - INFO - Epoch [5][540/3757] lr: 1.000e-02, eta: 1 day, 0:17:38, time: 0.432, data_time: 0.006, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.1454, loss: 2.1454, grad_norm: 5.3270 2021-02-10 17:52:10,685 - mmaction - INFO - Epoch [5][560/3757] lr: 1.000e-02, eta: 1 day, 0:17:37, time: 0.547, data_time: 0.001, memory: 7076, top1_acc: 0.4867, top5_acc: 0.7453, loss_cls: 2.1331, loss: 2.1331, grad_norm: 5.4863 2021-02-10 17:52:19,258 - mmaction - INFO - Epoch [5][580/3757] lr: 1.000e-02, eta: 1 day, 0:17:10, time: 0.432, data_time: 0.007, memory: 7076, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.2629 2021-02-10 17:52:27,248 - mmaction - INFO - Epoch [5][600/3757] lr: 1.000e-02, eta: 1 day, 0:16:36, time: 0.398, data_time: 0.019, memory: 7076, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.1959, loss: 2.1959, grad_norm: 5.3459 2021-02-10 17:52:37,170 - mmaction - INFO - Epoch [5][620/3757] lr: 1.000e-02, eta: 1 day, 0:16:23, time: 0.498, data_time: 0.102, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7766, loss_cls: 2.0374, loss: 2.0374, grad_norm: 5.1941 2021-02-10 17:52:46,069 - mmaction - INFO - Epoch [5][640/3757] lr: 1.000e-02, eta: 1 day, 0:15:59, time: 0.442, data_time: 0.001, memory: 7076, top1_acc: 0.4523, top5_acc: 0.7336, loss_cls: 2.2873, loss: 2.2873, grad_norm: 5.6823 2021-02-10 17:52:55,344 - mmaction - INFO - Epoch [5][660/3757] lr: 1.000e-02, eta: 1 day, 0:15:40, time: 0.467, data_time: 0.005, memory: 7076, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1741, loss: 2.1741, grad_norm: 5.3275 2021-02-10 17:53:02,850 - mmaction - INFO - Epoch [5][680/3757] lr: 1.000e-02, eta: 1 day, 0:15:00, time: 0.375, data_time: 0.001, memory: 7076, top1_acc: 0.4516, top5_acc: 0.7109, loss_cls: 2.3320, loss: 2.3320, grad_norm: 5.2340 2021-02-10 17:53:11,914 - mmaction - INFO - Epoch [5][700/3757] lr: 1.000e-02, eta: 1 day, 0:14:37, time: 0.447, data_time: 0.005, memory: 7076, top1_acc: 0.4883, top5_acc: 0.7430, loss_cls: 2.1620, loss: 2.1620, grad_norm: 5.3166 2021-02-10 17:53:23,700 - mmaction - INFO - Epoch [5][720/3757] lr: 1.000e-02, eta: 1 day, 0:14:46, time: 0.593, data_time: 0.008, memory: 7076, top1_acc: 0.5016, top5_acc: 0.7531, loss_cls: 2.0953, loss: 2.0953, grad_norm: 5.4787 2021-02-10 17:53:32,455 - mmaction - INFO - Epoch [5][740/3757] lr: 1.000e-02, eta: 1 day, 0:14:21, time: 0.441, data_time: 0.005, memory: 7076, top1_acc: 0.4766, top5_acc: 0.7336, loss_cls: 2.1452, loss: 2.1452, grad_norm: 5.5084 2021-02-10 17:53:40,740 - mmaction - INFO - Epoch [5][760/3757] lr: 1.000e-02, eta: 1 day, 0:13:51, time: 0.414, data_time: 0.026, memory: 7076, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.1819 2021-02-10 17:53:49,490 - mmaction - INFO - Epoch [5][780/3757] lr: 1.000e-02, eta: 1 day, 0:13:25, time: 0.437, data_time: 0.002, memory: 7076, top1_acc: 0.4711, top5_acc: 0.7406, loss_cls: 2.2078, loss: 2.2078, grad_norm: 5.4987 2021-02-10 17:53:58,793 - mmaction - INFO - Epoch [5][800/3757] lr: 1.000e-02, eta: 1 day, 0:13:06, time: 0.464, data_time: 0.071, memory: 7076, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2535, loss: 2.2535, grad_norm: 5.3903 2021-02-10 17:54:06,950 - mmaction - INFO - Epoch [5][820/3757] lr: 1.000e-02, eta: 1 day, 0:12:34, time: 0.408, data_time: 0.006, memory: 7076, top1_acc: 0.4922, top5_acc: 0.7555, loss_cls: 2.1231, loss: 2.1231, grad_norm: 5.3499 2021-02-10 17:54:18,824 - mmaction - INFO - Epoch [5][840/3757] lr: 1.000e-02, eta: 1 day, 0:12:43, time: 0.592, data_time: 0.007, memory: 7076, top1_acc: 0.4883, top5_acc: 0.7523, loss_cls: 2.1829, loss: 2.1829, grad_norm: 5.3131 2021-02-10 17:54:26,480 - mmaction - INFO - Epoch [5][860/3757] lr: 1.000e-02, eta: 1 day, 0:12:06, time: 0.385, data_time: 0.005, memory: 7076, top1_acc: 0.4852, top5_acc: 0.7539, loss_cls: 2.0985, loss: 2.0985, grad_norm: 5.3888 2021-02-10 17:54:38,850 - mmaction - INFO - Epoch [5][880/3757] lr: 1.000e-02, eta: 1 day, 0:12:19, time: 0.614, data_time: 0.004, memory: 7076, top1_acc: 0.4984, top5_acc: 0.7531, loss_cls: 2.0809, loss: 2.0809, grad_norm: 5.4653 2021-02-10 17:54:46,953 - mmaction - INFO - Epoch [5][900/3757] lr: 1.000e-02, eta: 1 day, 0:11:47, time: 0.404, data_time: 0.007, memory: 7076, top1_acc: 0.5039, top5_acc: 0.7648, loss_cls: 2.1174, loss: 2.1174, grad_norm: 5.5281 2021-02-10 17:54:55,289 - mmaction - INFO - Epoch [5][920/3757] lr: 1.000e-02, eta: 1 day, 0:11:19, time: 0.424, data_time: 0.012, memory: 7076, top1_acc: 0.4711, top5_acc: 0.7375, loss_cls: 2.2153, loss: 2.2153, grad_norm: 5.4470 2021-02-10 17:55:04,401 - mmaction - INFO - Epoch [5][940/3757] lr: 1.000e-02, eta: 1 day, 0:10:58, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.1251, loss: 2.1251, grad_norm: 5.3306 2021-02-10 17:55:13,158 - mmaction - INFO - Epoch [5][960/3757] lr: 1.000e-02, eta: 1 day, 0:10:33, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.4898, top5_acc: 0.7547, loss_cls: 2.0943, loss: 2.0943, grad_norm: 5.3850 2021-02-10 17:55:21,538 - mmaction - INFO - Epoch [5][980/3757] lr: 1.000e-02, eta: 1 day, 0:10:04, time: 0.419, data_time: 0.002, memory: 7076, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1976, loss: 2.1976, grad_norm: 5.4245 2021-02-10 17:55:31,565 - mmaction - INFO - Epoch [5][1000/3757] lr: 1.000e-02, eta: 1 day, 0:09:53, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7516, loss_cls: 2.1364, loss: 2.1364, grad_norm: 5.4270 2021-02-10 17:55:41,144 - mmaction - INFO - Epoch [5][1020/3757] lr: 1.000e-02, eta: 1 day, 0:09:37, time: 0.480, data_time: 0.003, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7508, loss_cls: 2.1118, loss: 2.1118, grad_norm: 5.3490 2021-02-10 17:55:49,154 - mmaction - INFO - Epoch [5][1040/3757] lr: 1.000e-02, eta: 1 day, 0:09:03, time: 0.397, data_time: 0.002, memory: 7076, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.5267 2021-02-10 17:56:00,970 - mmaction - INFO - Epoch [5][1060/3757] lr: 1.000e-02, eta: 1 day, 0:09:12, time: 0.593, data_time: 0.008, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7477, loss_cls: 2.0751, loss: 2.0751, grad_norm: 5.3423 2021-02-10 17:56:09,323 - mmaction - INFO - Epoch [5][1080/3757] lr: 1.000e-02, eta: 1 day, 0:08:43, time: 0.418, data_time: 0.003, memory: 7076, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.3452 2021-02-10 17:56:23,253 - mmaction - INFO - Epoch [5][1100/3757] lr: 1.000e-02, eta: 1 day, 0:09:13, time: 0.695, data_time: 0.003, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7484, loss_cls: 2.0944, loss: 2.0944, grad_norm: 5.2150 2021-02-10 17:56:32,329 - mmaction - INFO - Epoch [5][1120/3757] lr: 1.000e-02, eta: 1 day, 0:08:46, time: 0.429, data_time: 0.004, memory: 7076, top1_acc: 0.4766, top5_acc: 0.7328, loss_cls: 2.1865, loss: 2.1865, grad_norm: 5.4119 2021-02-10 17:56:41,469 - mmaction - INFO - Epoch [5][1140/3757] lr: 1.000e-02, eta: 1 day, 0:08:31, time: 0.483, data_time: 0.029, memory: 7076, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.0812, loss: 2.0812, grad_norm: 5.3803 2021-02-10 17:56:49,497 - mmaction - INFO - Epoch [5][1160/3757] lr: 1.000e-02, eta: 1 day, 0:07:59, time: 0.402, data_time: 0.003, memory: 7076, top1_acc: 0.4742, top5_acc: 0.7445, loss_cls: 2.1682, loss: 2.1682, grad_norm: 5.4188 2021-02-10 17:56:58,622 - mmaction - INFO - Epoch [5][1180/3757] lr: 1.000e-02, eta: 1 day, 0:07:38, time: 0.457, data_time: 0.003, memory: 7076, top1_acc: 0.4664, top5_acc: 0.7320, loss_cls: 2.2288, loss: 2.2288, grad_norm: 5.4780 2021-02-10 17:57:06,762 - mmaction - INFO - Epoch [5][1200/3757] lr: 1.000e-02, eta: 1 day, 0:07:07, time: 0.404, data_time: 0.001, memory: 7076, top1_acc: 0.4898, top5_acc: 0.7461, loss_cls: 2.1762, loss: 2.1762, grad_norm: 5.3667 2021-02-10 17:57:16,831 - mmaction - INFO - Epoch [5][1220/3757] lr: 1.000e-02, eta: 1 day, 0:06:57, time: 0.506, data_time: 0.009, memory: 7076, top1_acc: 0.4961, top5_acc: 0.7500, loss_cls: 2.1836, loss: 2.1836, grad_norm: 5.3768 2021-02-10 17:57:24,670 - mmaction - INFO - Epoch [5][1240/3757] lr: 1.000e-02, eta: 1 day, 0:06:22, time: 0.391, data_time: 0.002, memory: 7076, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1514, loss: 2.1514, grad_norm: 5.4104 2021-02-10 17:57:33,193 - mmaction - INFO - Epoch [5][1260/3757] lr: 1.000e-02, eta: 1 day, 0:05:56, time: 0.427, data_time: 0.005, memory: 7076, top1_acc: 0.4836, top5_acc: 0.7398, loss_cls: 2.2070, loss: 2.2070, grad_norm: 5.4671 2021-02-10 17:57:42,232 - mmaction - INFO - Epoch [5][1280/3757] lr: 1.000e-02, eta: 1 day, 0:05:34, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.4695, top5_acc: 0.7523, loss_cls: 2.1860, loss: 2.1860, grad_norm: 5.4836 2021-02-10 17:57:51,255 - mmaction - INFO - Epoch [5][1300/3757] lr: 1.000e-02, eta: 1 day, 0:05:13, time: 0.453, data_time: 0.004, memory: 7076, top1_acc: 0.4891, top5_acc: 0.7414, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.3985 2021-02-10 17:58:00,369 - mmaction - INFO - Epoch [5][1320/3757] lr: 1.000e-02, eta: 1 day, 0:04:52, time: 0.456, data_time: 0.003, memory: 7076, top1_acc: 0.4859, top5_acc: 0.7391, loss_cls: 2.2476, loss: 2.2476, grad_norm: 5.5265 2021-02-10 17:58:08,976 - mmaction - INFO - Epoch [5][1340/3757] lr: 1.000e-02, eta: 1 day, 0:04:26, time: 0.429, data_time: 0.052, memory: 7076, top1_acc: 0.4664, top5_acc: 0.7211, loss_cls: 2.2504, loss: 2.2504, grad_norm: 5.3986 2021-02-10 17:58:19,088 - mmaction - INFO - Epoch [5][1360/3757] lr: 1.000e-02, eta: 1 day, 0:04:16, time: 0.507, data_time: 0.003, memory: 7076, top1_acc: 0.5031, top5_acc: 0.7602, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.3323 2021-02-10 17:58:27,492 - mmaction - INFO - Epoch [5][1380/3757] lr: 1.000e-02, eta: 1 day, 0:03:48, time: 0.421, data_time: 0.003, memory: 7076, top1_acc: 0.4969, top5_acc: 0.7508, loss_cls: 2.0893, loss: 2.0893, grad_norm: 5.4823 2021-02-10 17:58:36,504 - mmaction - INFO - Epoch [5][1400/3757] lr: 1.000e-02, eta: 1 day, 0:03:26, time: 0.448, data_time: 0.005, memory: 7076, top1_acc: 0.4859, top5_acc: 0.7383, loss_cls: 2.1868, loss: 2.1868, grad_norm: 5.5280 2021-02-10 17:58:45,221 - mmaction - INFO - Epoch [5][1420/3757] lr: 1.000e-02, eta: 1 day, 0:03:02, time: 0.438, data_time: 0.004, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.1391, loss: 2.1391, grad_norm: 5.2915 2021-02-10 17:58:55,185 - mmaction - INFO - Epoch [5][1440/3757] lr: 1.000e-02, eta: 1 day, 0:02:50, time: 0.497, data_time: 0.003, memory: 7076, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.1762, loss: 2.1762, grad_norm: 5.3834 2021-02-10 17:59:04,076 - mmaction - INFO - Epoch [5][1460/3757] lr: 1.000e-02, eta: 1 day, 0:02:28, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.4805, top5_acc: 0.7375, loss_cls: 2.2464, loss: 2.2464, grad_norm: 5.2938 2021-02-10 17:59:12,393 - mmaction - INFO - Epoch [5][1480/3757] lr: 1.000e-02, eta: 1 day, 0:01:59, time: 0.416, data_time: 0.001, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7375, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.3702 2021-02-10 17:59:23,803 - mmaction - INFO - Epoch [5][1500/3757] lr: 1.000e-02, eta: 1 day, 0:02:02, time: 0.569, data_time: 0.027, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7578, loss_cls: 2.0992, loss: 2.0992, grad_norm: 5.2961 2021-02-10 17:59:32,947 - mmaction - INFO - Epoch [5][1520/3757] lr: 1.000e-02, eta: 1 day, 0:01:43, time: 0.458, data_time: 0.003, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7508, loss_cls: 2.1439, loss: 2.1439, grad_norm: 5.2626 2021-02-10 17:59:41,945 - mmaction - INFO - Epoch [5][1540/3757] lr: 1.000e-02, eta: 1 day, 0:01:21, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.4930, top5_acc: 0.7477, loss_cls: 2.1564, loss: 2.1564, grad_norm: 5.3617 2021-02-10 17:59:50,451 - mmaction - INFO - Epoch [5][1560/3757] lr: 1.000e-02, eta: 1 day, 0:00:55, time: 0.426, data_time: 0.002, memory: 7076, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.1025, loss: 2.1025, grad_norm: 5.4047 2021-02-10 17:59:59,110 - mmaction - INFO - Epoch [5][1580/3757] lr: 1.000e-02, eta: 1 day, 0:00:30, time: 0.431, data_time: 0.042, memory: 7076, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.1985, loss: 2.1985, grad_norm: 5.3481 2021-02-10 18:00:08,292 - mmaction - INFO - Epoch [5][1600/3757] lr: 1.000e-02, eta: 1 day, 0:00:10, time: 0.461, data_time: 0.041, memory: 7076, top1_acc: 0.4844, top5_acc: 0.7164, loss_cls: 2.2141, loss: 2.2141, grad_norm: 5.2781 2021-02-10 18:00:21,540 - mmaction - INFO - Epoch [5][1620/3757] lr: 1.000e-02, eta: 1 day, 0:00:30, time: 0.651, data_time: 0.001, memory: 7076, top1_acc: 0.5258, top5_acc: 0.7750, loss_cls: 2.0318, loss: 2.0318, grad_norm: 5.3174 2021-02-10 18:00:29,321 - mmaction - INFO - Epoch [5][1640/3757] lr: 1.000e-02, eta: 23:59:59, time: 0.400, data_time: 0.015, memory: 7076, top1_acc: 0.5008, top5_acc: 0.7500, loss_cls: 2.0814, loss: 2.0814, grad_norm: 5.1901 2021-02-10 18:00:41,897 - mmaction - INFO - Epoch [5][1660/3757] lr: 1.000e-02, eta: 1 day, 0:00:13, time: 0.625, data_time: 0.003, memory: 7076, top1_acc: 0.5016, top5_acc: 0.7602, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.3217 2021-02-10 18:00:51,333 - mmaction - INFO - Epoch [5][1680/3757] lr: 1.000e-02, eta: 23:59:57, time: 0.476, data_time: 0.007, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7578, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.4234 2021-02-10 18:00:59,456 - mmaction - INFO - Epoch [5][1700/3757] lr: 1.000e-02, eta: 23:59:27, time: 0.405, data_time: 0.001, memory: 7076, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1679, loss: 2.1679, grad_norm: 5.3502 2021-02-10 18:01:09,401 - mmaction - INFO - Epoch [5][1720/3757] lr: 1.000e-02, eta: 23:59:15, time: 0.498, data_time: 0.004, memory: 7076, top1_acc: 0.4672, top5_acc: 0.7086, loss_cls: 2.3097, loss: 2.3097, grad_norm: 5.5745 2021-02-10 18:01:18,602 - mmaction - INFO - Epoch [5][1740/3757] lr: 1.000e-02, eta: 23:58:56, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.1173, loss: 2.1173, grad_norm: 5.2348 2021-02-10 18:01:27,222 - mmaction - INFO - Epoch [5][1760/3757] lr: 1.000e-02, eta: 23:58:31, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.4883, top5_acc: 0.7461, loss_cls: 2.1754, loss: 2.1754, grad_norm: 5.4394 2021-02-10 18:01:37,430 - mmaction - INFO - Epoch [5][1780/3757] lr: 1.000e-02, eta: 23:58:22, time: 0.511, data_time: 0.002, memory: 7076, top1_acc: 0.4844, top5_acc: 0.7523, loss_cls: 2.1275, loss: 2.1275, grad_norm: 5.3871 2021-02-10 18:01:45,493 - mmaction - INFO - Epoch [5][1800/3757] lr: 1.000e-02, eta: 23:57:51, time: 0.403, data_time: 0.018, memory: 7076, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1516, loss: 2.1516, grad_norm: 5.5252 2021-02-10 18:01:54,282 - mmaction - INFO - Epoch [5][1820/3757] lr: 1.000e-02, eta: 23:57:28, time: 0.440, data_time: 0.005, memory: 7076, top1_acc: 0.4844, top5_acc: 0.7352, loss_cls: 2.1974, loss: 2.1974, grad_norm: 5.4729 2021-02-10 18:02:04,108 - mmaction - INFO - Epoch [5][1840/3757] lr: 1.000e-02, eta: 23:57:14, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.1044, loss: 2.1044, grad_norm: 5.1794 2021-02-10 18:02:12,670 - mmaction - INFO - Epoch [5][1860/3757] lr: 1.000e-02, eta: 23:56:50, time: 0.436, data_time: 0.009, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7633, loss_cls: 2.0249, loss: 2.0249, grad_norm: 5.3750 2021-02-10 18:02:22,511 - mmaction - INFO - Epoch [5][1880/3757] lr: 1.000e-02, eta: 23:56:37, time: 0.489, data_time: 0.005, memory: 7076, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1179, loss: 2.1179, grad_norm: 5.3328 2021-02-10 18:02:31,453 - mmaction - INFO - Epoch [5][1900/3757] lr: 1.000e-02, eta: 23:56:16, time: 0.450, data_time: 0.076, memory: 7076, top1_acc: 0.4922, top5_acc: 0.7664, loss_cls: 2.0977, loss: 2.0977, grad_norm: 5.4617 2021-02-10 18:02:40,733 - mmaction - INFO - Epoch [5][1920/3757] lr: 1.000e-02, eta: 23:55:57, time: 0.462, data_time: 0.024, memory: 7076, top1_acc: 0.4797, top5_acc: 0.7359, loss_cls: 2.2097, loss: 2.2097, grad_norm: 5.4264 2021-02-10 18:02:50,153 - mmaction - INFO - Epoch [5][1940/3757] lr: 1.000e-02, eta: 23:55:41, time: 0.473, data_time: 0.092, memory: 7076, top1_acc: 0.4828, top5_acc: 0.7484, loss_cls: 2.2267, loss: 2.2267, grad_norm: 5.4100 2021-02-10 18:02:58,346 - mmaction - INFO - Epoch [5][1960/3757] lr: 1.000e-02, eta: 23:55:11, time: 0.408, data_time: 0.001, memory: 7076, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.2030, loss: 2.2030, grad_norm: 5.3200 2021-02-10 18:03:08,793 - mmaction - INFO - Epoch [5][1980/3757] lr: 1.000e-02, eta: 23:55:05, time: 0.524, data_time: 0.003, memory: 7076, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.1770, loss: 2.1770, grad_norm: 5.5031 2021-02-10 18:03:16,283 - mmaction - INFO - Epoch [5][2000/3757] lr: 1.000e-02, eta: 23:54:29, time: 0.374, data_time: 0.004, memory: 7076, top1_acc: 0.4875, top5_acc: 0.7445, loss_cls: 2.1951, loss: 2.1951, grad_norm: 5.5489 2021-02-10 18:03:25,322 - mmaction - INFO - Epoch [5][2020/3757] lr: 1.000e-02, eta: 23:54:09, time: 0.452, data_time: 0.002, memory: 7076, top1_acc: 0.4977, top5_acc: 0.7430, loss_cls: 2.1301, loss: 2.1301, grad_norm: 5.4049 2021-02-10 18:03:33,393 - mmaction - INFO - Epoch [5][2040/3757] lr: 1.000e-02, eta: 23:53:39, time: 0.404, data_time: 0.010, memory: 7076, top1_acc: 0.4789, top5_acc: 0.7336, loss_cls: 2.2536, loss: 2.2536, grad_norm: 5.6136 2021-02-10 18:03:41,683 - mmaction - INFO - Epoch [5][2060/3757] lr: 1.000e-02, eta: 23:53:11, time: 0.414, data_time: 0.001, memory: 7076, top1_acc: 0.4898, top5_acc: 0.7500, loss_cls: 2.1500, loss: 2.1500, grad_norm: 5.4815 2021-02-10 18:03:50,804 - mmaction - INFO - Epoch [5][2080/3757] lr: 1.000e-02, eta: 23:52:50, time: 0.452, data_time: 0.011, memory: 7076, top1_acc: 0.4875, top5_acc: 0.7141, loss_cls: 2.2755, loss: 2.2755, grad_norm: 5.4849 2021-02-10 18:04:00,709 - mmaction - INFO - Epoch [5][2100/3757] lr: 1.000e-02, eta: 23:52:39, time: 0.498, data_time: 0.006, memory: 7076, top1_acc: 0.4758, top5_acc: 0.7625, loss_cls: 2.1346, loss: 2.1346, grad_norm: 5.2960 2021-02-10 18:04:08,575 - mmaction - INFO - Epoch [5][2120/3757] lr: 1.000e-02, eta: 23:52:07, time: 0.394, data_time: 0.003, memory: 7076, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.1305, loss: 2.1305, grad_norm: 5.5283 2021-02-10 18:04:18,678 - mmaction - INFO - Epoch [5][2140/3757] lr: 1.000e-02, eta: 23:51:57, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.4669 2021-02-10 18:04:28,302 - mmaction - INFO - Epoch [5][2160/3757] lr: 1.000e-02, eta: 23:51:43, time: 0.485, data_time: 0.006, memory: 7076, top1_acc: 0.4930, top5_acc: 0.7477, loss_cls: 2.1179, loss: 2.1179, grad_norm: 5.2916 2021-02-10 18:04:37,519 - mmaction - INFO - Epoch [5][2180/3757] lr: 1.000e-02, eta: 23:51:24, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1524, loss: 2.1524, grad_norm: 5.3945 2021-02-10 18:04:45,140 - mmaction - INFO - Epoch [5][2200/3757] lr: 1.000e-02, eta: 23:50:51, time: 0.387, data_time: 0.007, memory: 7076, top1_acc: 0.5273, top5_acc: 0.7562, loss_cls: 2.0727, loss: 2.0727, grad_norm: 5.3064 2021-02-10 18:04:53,538 - mmaction - INFO - Epoch [5][2220/3757] lr: 1.000e-02, eta: 23:50:24, time: 0.420, data_time: 0.001, memory: 7076, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.0768, loss: 2.0768, grad_norm: 5.3725 2021-02-10 18:05:03,343 - mmaction - INFO - Epoch [5][2240/3757] lr: 1.000e-02, eta: 23:50:11, time: 0.489, data_time: 0.012, memory: 7076, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.0804, loss: 2.0804, grad_norm: 5.3761 2021-02-10 18:05:11,691 - mmaction - INFO - Epoch [5][2260/3757] lr: 1.000e-02, eta: 23:49:44, time: 0.416, data_time: 0.002, memory: 7076, top1_acc: 0.4953, top5_acc: 0.7508, loss_cls: 2.1377, loss: 2.1377, grad_norm: 5.2508 2021-02-10 18:05:23,502 - mmaction - INFO - Epoch [5][2280/3757] lr: 1.000e-02, eta: 23:49:49, time: 0.582, data_time: 0.044, memory: 7076, top1_acc: 0.5039, top5_acc: 0.7297, loss_cls: 2.1929, loss: 2.1929, grad_norm: 5.4788 2021-02-10 18:05:31,251 - mmaction - INFO - Epoch [5][2300/3757] lr: 1.000e-02, eta: 23:49:19, time: 0.398, data_time: 0.013, memory: 7076, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.1900, loss: 2.1900, grad_norm: 5.2743 2021-02-10 18:05:41,179 - mmaction - INFO - Epoch [5][2320/3757] lr: 1.000e-02, eta: 23:49:07, time: 0.497, data_time: 0.003, memory: 7076, top1_acc: 0.4836, top5_acc: 0.7367, loss_cls: 2.1587, loss: 2.1587, grad_norm: 5.3392 2021-02-10 18:05:49,918 - mmaction - INFO - Epoch [5][2340/3757] lr: 1.000e-02, eta: 23:48:44, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.4891, top5_acc: 0.7398, loss_cls: 2.1843, loss: 2.1843, grad_norm: 5.4515 2021-02-10 18:05:59,733 - mmaction - INFO - Epoch [5][2360/3757] lr: 1.000e-02, eta: 23:48:32, time: 0.491, data_time: 0.057, memory: 7076, top1_acc: 0.4734, top5_acc: 0.7367, loss_cls: 2.2073, loss: 2.2073, grad_norm: 5.3259 2021-02-10 18:06:07,669 - mmaction - INFO - Epoch [5][2380/3757] lr: 1.000e-02, eta: 23:48:01, time: 0.398, data_time: 0.033, memory: 7076, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.0978, loss: 2.0978, grad_norm: 5.1764 2021-02-10 18:06:17,223 - mmaction - INFO - Epoch [5][2400/3757] lr: 1.000e-02, eta: 23:47:46, time: 0.475, data_time: 0.010, memory: 7076, top1_acc: 0.5023, top5_acc: 0.7742, loss_cls: 2.0410, loss: 2.0410, grad_norm: 5.3610 2021-02-10 18:06:25,892 - mmaction - INFO - Epoch [5][2420/3757] lr: 1.000e-02, eta: 23:47:23, time: 0.435, data_time: 0.041, memory: 7076, top1_acc: 0.4852, top5_acc: 0.7695, loss_cls: 2.0780, loss: 2.0780, grad_norm: 5.2342 2021-02-10 18:06:33,778 - mmaction - INFO - Epoch [5][2440/3757] lr: 1.000e-02, eta: 23:46:51, time: 0.395, data_time: 0.030, memory: 7076, top1_acc: 0.5016, top5_acc: 0.7672, loss_cls: 2.0740, loss: 2.0740, grad_norm: 5.3621 2021-02-10 18:06:43,145 - mmaction - INFO - Epoch [5][2460/3757] lr: 1.000e-02, eta: 23:46:34, time: 0.464, data_time: 0.016, memory: 7076, top1_acc: 0.4906, top5_acc: 0.7578, loss_cls: 2.1160, loss: 2.1160, grad_norm: 5.5523 2021-02-10 18:06:51,987 - mmaction - INFO - Epoch [5][2480/3757] lr: 1.000e-02, eta: 23:46:13, time: 0.444, data_time: 0.005, memory: 7076, top1_acc: 0.4750, top5_acc: 0.7422, loss_cls: 2.2060, loss: 2.2060, grad_norm: 5.5338 2021-02-10 18:07:00,855 - mmaction - INFO - Epoch [5][2500/3757] lr: 1.000e-02, eta: 23:45:51, time: 0.444, data_time: 0.004, memory: 7076, top1_acc: 0.4836, top5_acc: 0.7453, loss_cls: 2.1857, loss: 2.1857, grad_norm: 5.2822 2021-02-10 18:07:09,653 - mmaction - INFO - Epoch [5][2520/3757] lr: 1.000e-02, eta: 23:45:29, time: 0.441, data_time: 0.003, memory: 7076, top1_acc: 0.4953, top5_acc: 0.7375, loss_cls: 2.1608, loss: 2.1608, grad_norm: 5.4391 2021-02-10 18:07:18,537 - mmaction - INFO - Epoch [5][2540/3757] lr: 1.000e-02, eta: 23:45:08, time: 0.444, data_time: 0.054, memory: 7076, top1_acc: 0.4938, top5_acc: 0.7430, loss_cls: 2.1759, loss: 2.1759, grad_norm: 5.4684 2021-02-10 18:07:26,966 - mmaction - INFO - Epoch [5][2560/3757] lr: 1.000e-02, eta: 23:44:42, time: 0.421, data_time: 0.039, memory: 7076, top1_acc: 0.5172, top5_acc: 0.7414, loss_cls: 2.1236, loss: 2.1236, grad_norm: 5.2853 2021-02-10 18:07:36,324 - mmaction - INFO - Epoch [5][2580/3757] lr: 1.000e-02, eta: 23:44:25, time: 0.466, data_time: 0.005, memory: 7076, top1_acc: 0.4883, top5_acc: 0.7555, loss_cls: 2.1066, loss: 2.1066, grad_norm: 5.6473 2021-02-10 18:07:44,550 - mmaction - INFO - Epoch [5][2600/3757] lr: 1.000e-02, eta: 23:43:58, time: 0.413, data_time: 0.003, memory: 7076, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2275, loss: 2.2275, grad_norm: 5.5604 2021-02-10 18:07:53,406 - mmaction - INFO - Epoch [5][2620/3757] lr: 1.000e-02, eta: 23:43:37, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.4906, top5_acc: 0.7414, loss_cls: 2.2019, loss: 2.2019, grad_norm: 5.7565 2021-02-10 18:08:01,807 - mmaction - INFO - Epoch [5][2640/3757] lr: 1.000e-02, eta: 23:43:11, time: 0.419, data_time: 0.002, memory: 7076, top1_acc: 0.4672, top5_acc: 0.7227, loss_cls: 2.2384, loss: 2.2384, grad_norm: 5.3607 2021-02-10 18:08:10,890 - mmaction - INFO - Epoch [5][2660/3757] lr: 1.000e-02, eta: 23:42:51, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.4930, top5_acc: 0.7680, loss_cls: 2.0962, loss: 2.0962, grad_norm: 5.3041 2021-02-10 18:08:19,524 - mmaction - INFO - Epoch [5][2680/3757] lr: 1.000e-02, eta: 23:42:28, time: 0.433, data_time: 0.005, memory: 7076, top1_acc: 0.4859, top5_acc: 0.7422, loss_cls: 2.1193, loss: 2.1193, grad_norm: 5.3051 2021-02-10 18:08:28,068 - mmaction - INFO - Epoch [5][2700/3757] lr: 1.000e-02, eta: 23:42:04, time: 0.430, data_time: 0.003, memory: 7076, top1_acc: 0.4836, top5_acc: 0.7352, loss_cls: 2.2388, loss: 2.2388, grad_norm: 5.3980 2021-02-10 18:08:36,978 - mmaction - INFO - Epoch [5][2720/3757] lr: 1.000e-02, eta: 23:41:43, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.4836, top5_acc: 0.7500, loss_cls: 2.1932, loss: 2.1932, grad_norm: 5.3812 2021-02-10 18:08:44,996 - mmaction - INFO - Epoch [5][2740/3757] lr: 1.000e-02, eta: 23:41:14, time: 0.402, data_time: 0.002, memory: 7076, top1_acc: 0.4648, top5_acc: 0.7383, loss_cls: 2.1706, loss: 2.1706, grad_norm: 5.4248 2021-02-10 18:08:54,067 - mmaction - INFO - Epoch [5][2760/3757] lr: 1.000e-02, eta: 23:40:54, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.4711, top5_acc: 0.7297, loss_cls: 2.2328, loss: 2.2328, grad_norm: 5.3744 2021-02-10 18:09:02,812 - mmaction - INFO - Epoch [5][2780/3757] lr: 1.000e-02, eta: 23:40:32, time: 0.438, data_time: 0.004, memory: 7076, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.1122, loss: 2.1122, grad_norm: 5.5110 2021-02-10 18:09:11,779 - mmaction - INFO - Epoch [5][2800/3757] lr: 1.000e-02, eta: 23:40:12, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.4961, top5_acc: 0.7711, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.3493 2021-02-10 18:09:20,980 - mmaction - INFO - Epoch [5][2820/3757] lr: 1.000e-02, eta: 23:39:54, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2284, loss: 2.2284, grad_norm: 5.4051 2021-02-10 18:09:28,996 - mmaction - INFO - Epoch [5][2840/3757] lr: 1.000e-02, eta: 23:39:25, time: 0.401, data_time: 0.001, memory: 7076, top1_acc: 0.4672, top5_acc: 0.7227, loss_cls: 2.2203, loss: 2.2203, grad_norm: 5.3150 2021-02-10 18:09:38,122 - mmaction - INFO - Epoch [5][2860/3757] lr: 1.000e-02, eta: 23:39:07, time: 0.456, data_time: 0.003, memory: 7076, top1_acc: 0.5078, top5_acc: 0.7344, loss_cls: 2.1703, loss: 2.1703, grad_norm: 5.2618 2021-02-10 18:09:46,915 - mmaction - INFO - Epoch [5][2880/3757] lr: 1.000e-02, eta: 23:38:45, time: 0.439, data_time: 0.001, memory: 7076, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.1260 2021-02-10 18:09:54,768 - mmaction - INFO - Epoch [5][2900/3757] lr: 1.000e-02, eta: 23:38:14, time: 0.392, data_time: 0.002, memory: 7076, top1_acc: 0.4805, top5_acc: 0.7414, loss_cls: 2.1725, loss: 2.1725, grad_norm: 5.2408 2021-02-10 18:10:03,975 - mmaction - INFO - Epoch [5][2920/3757] lr: 1.000e-02, eta: 23:37:57, time: 0.462, data_time: 0.003, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7656, loss_cls: 2.0744, loss: 2.0744, grad_norm: 5.3537 2021-02-10 18:10:12,927 - mmaction - INFO - Epoch [5][2940/3757] lr: 1.000e-02, eta: 23:37:37, time: 0.446, data_time: 0.005, memory: 7076, top1_acc: 0.4734, top5_acc: 0.7266, loss_cls: 2.2385, loss: 2.2385, grad_norm: 5.3689 2021-02-10 18:10:22,805 - mmaction - INFO - Epoch [5][2960/3757] lr: 1.000e-02, eta: 23:37:25, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.4891, top5_acc: 0.7453, loss_cls: 2.1334, loss: 2.1334, grad_norm: 5.2620 2021-02-10 18:10:32,042 - mmaction - INFO - Epoch [5][2980/3757] lr: 1.000e-02, eta: 23:37:08, time: 0.462, data_time: 0.003, memory: 7076, top1_acc: 0.4844, top5_acc: 0.7516, loss_cls: 2.1745, loss: 2.1745, grad_norm: 5.5459 2021-02-10 18:10:45,018 - mmaction - INFO - Epoch [5][3000/3757] lr: 1.000e-02, eta: 23:37:26, time: 0.648, data_time: 0.003, memory: 7076, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.1591, loss: 2.1591, grad_norm: 5.4114 2021-02-10 18:10:53,203 - mmaction - INFO - Epoch [5][3020/3757] lr: 1.000e-02, eta: 23:36:59, time: 0.412, data_time: 0.044, memory: 7076, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1959, loss: 2.1959, grad_norm: 5.2769 2021-02-10 18:11:01,984 - mmaction - INFO - Epoch [5][3040/3757] lr: 1.000e-02, eta: 23:36:37, time: 0.437, data_time: 0.005, memory: 7076, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1709, loss: 2.1709, grad_norm: 5.4785 2021-02-10 18:11:11,277 - mmaction - INFO - Epoch [5][3060/3757] lr: 1.000e-02, eta: 23:36:20, time: 0.464, data_time: 0.012, memory: 7076, top1_acc: 0.4961, top5_acc: 0.7492, loss_cls: 2.1220, loss: 2.1220, grad_norm: 5.3797 2021-02-10 18:11:20,642 - mmaction - INFO - Epoch [5][3080/3757] lr: 1.000e-02, eta: 23:36:04, time: 0.467, data_time: 0.003, memory: 7076, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1460, loss: 2.1460, grad_norm: 5.3938 2021-02-10 18:11:29,315 - mmaction - INFO - Epoch [5][3100/3757] lr: 1.000e-02, eta: 23:35:40, time: 0.427, data_time: 0.006, memory: 7076, top1_acc: 0.4852, top5_acc: 0.7461, loss_cls: 2.1776, loss: 2.1776, grad_norm: 5.4785 2021-02-10 18:11:40,156 - mmaction - INFO - Epoch [5][3120/3757] lr: 1.000e-02, eta: 23:35:40, time: 0.551, data_time: 0.017, memory: 7076, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.1467, loss: 2.1467, grad_norm: 5.4362 2021-02-10 18:11:48,031 - mmaction - INFO - Epoch [5][3140/3757] lr: 1.000e-02, eta: 23:35:09, time: 0.392, data_time: 0.002, memory: 7076, top1_acc: 0.5164, top5_acc: 0.7617, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.0679 2021-02-10 18:11:57,744 - mmaction - INFO - Epoch [5][3160/3757] lr: 1.000e-02, eta: 23:34:57, time: 0.487, data_time: 0.004, memory: 7076, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1495, loss: 2.1495, grad_norm: 5.3366 2021-02-10 18:12:05,145 - mmaction - INFO - Epoch [5][3180/3757] lr: 1.000e-02, eta: 23:34:23, time: 0.372, data_time: 0.002, memory: 7076, top1_acc: 0.5016, top5_acc: 0.7539, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.4544 2021-02-10 18:12:14,386 - mmaction - INFO - Epoch [5][3200/3757] lr: 1.000e-02, eta: 23:34:05, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.1771, loss: 2.1771, grad_norm: 5.2617 2021-02-10 18:12:25,929 - mmaction - INFO - Epoch [5][3220/3757] lr: 1.000e-02, eta: 23:34:09, time: 0.571, data_time: 0.003, memory: 7076, top1_acc: 0.4875, top5_acc: 0.7516, loss_cls: 2.1138, loss: 2.1138, grad_norm: 5.3499 2021-02-10 18:12:33,993 - mmaction - INFO - Epoch [5][3240/3757] lr: 1.000e-02, eta: 23:33:42, time: 0.410, data_time: 0.016, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7719, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.3582 2021-02-10 18:12:43,292 - mmaction - INFO - Epoch [5][3260/3757] lr: 1.000e-02, eta: 23:33:25, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.4898, top5_acc: 0.7461, loss_cls: 2.1326, loss: 2.1326, grad_norm: 5.4841 2021-02-10 18:12:51,700 - mmaction - INFO - Epoch [5][3280/3757] lr: 1.000e-02, eta: 23:33:00, time: 0.419, data_time: 0.004, memory: 7076, top1_acc: 0.4789, top5_acc: 0.7438, loss_cls: 2.1939, loss: 2.1939, grad_norm: 5.3564 2021-02-10 18:13:02,294 - mmaction - INFO - Epoch [5][3300/3757] lr: 1.000e-02, eta: 23:32:56, time: 0.531, data_time: 0.075, memory: 7076, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.1887, loss: 2.1887, grad_norm: 5.4320 2021-02-10 18:13:10,641 - mmaction - INFO - Epoch [5][3320/3757] lr: 1.000e-02, eta: 23:32:30, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.5078, top5_acc: 0.7602, loss_cls: 2.0946, loss: 2.0946, grad_norm: 5.3291 2021-02-10 18:13:19,602 - mmaction - INFO - Epoch [5][3340/3757] lr: 1.000e-02, eta: 23:32:11, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7570, loss_cls: 2.0903, loss: 2.0903, grad_norm: 5.1527 2021-02-10 18:13:29,062 - mmaction - INFO - Epoch [5][3360/3757] lr: 1.000e-02, eta: 23:31:54, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.1404, loss: 2.1404, grad_norm: 5.3706 2021-02-10 18:13:38,984 - mmaction - INFO - Epoch [5][3380/3757] lr: 1.000e-02, eta: 23:31:45, time: 0.509, data_time: 0.016, memory: 7076, top1_acc: 0.4891, top5_acc: 0.7484, loss_cls: 2.1403, loss: 2.1403, grad_norm: 5.5220 2021-02-10 18:13:46,242 - mmaction - INFO - Epoch [5][3400/3757] lr: 1.000e-02, eta: 23:31:10, time: 0.363, data_time: 0.002, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1427, loss: 2.1427, grad_norm: 5.4364 2021-02-10 18:13:57,414 - mmaction - INFO - Epoch [5][3420/3757] lr: 1.000e-02, eta: 23:31:11, time: 0.559, data_time: 0.107, memory: 7076, top1_acc: 0.4836, top5_acc: 0.7391, loss_cls: 2.2012, loss: 2.2012, grad_norm: 5.3885 2021-02-10 18:14:05,014 - mmaction - INFO - Epoch [5][3440/3757] lr: 1.000e-02, eta: 23:30:39, time: 0.380, data_time: 0.002, memory: 7076, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.1270, loss: 2.1270, grad_norm: 5.1248 2021-02-10 18:14:13,554 - mmaction - INFO - Epoch [5][3460/3757] lr: 1.000e-02, eta: 23:30:15, time: 0.425, data_time: 0.001, memory: 7076, top1_acc: 0.4922, top5_acc: 0.7516, loss_cls: 2.1414, loss: 2.1414, grad_norm: 5.4387 2021-02-10 18:14:22,327 - mmaction - INFO - Epoch [5][3480/3757] lr: 1.000e-02, eta: 23:29:55, time: 0.441, data_time: 0.005, memory: 7076, top1_acc: 0.4859, top5_acc: 0.7414, loss_cls: 2.1537, loss: 2.1537, grad_norm: 5.4682 2021-02-10 18:14:31,875 - mmaction - INFO - Epoch [5][3500/3757] lr: 1.000e-02, eta: 23:29:40, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.4617, top5_acc: 0.7336, loss_cls: 2.2786, loss: 2.2786, grad_norm: 5.4426 2021-02-10 18:14:40,831 - mmaction - INFO - Epoch [5][3520/3757] lr: 1.000e-02, eta: 23:29:21, time: 0.449, data_time: 0.005, memory: 7076, top1_acc: 0.4859, top5_acc: 0.7148, loss_cls: 2.2953, loss: 2.2953, grad_norm: 5.4423 2021-02-10 18:14:50,050 - mmaction - INFO - Epoch [5][3540/3757] lr: 1.000e-02, eta: 23:29:04, time: 0.461, data_time: 0.003, memory: 7076, top1_acc: 0.5023, top5_acc: 0.7555, loss_cls: 2.1225, loss: 2.1225, grad_norm: 5.1388 2021-02-10 18:14:59,080 - mmaction - INFO - Epoch [5][3560/3757] lr: 1.000e-02, eta: 23:28:45, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2497, loss: 2.2497, grad_norm: 5.4228 2021-02-10 18:15:08,810 - mmaction - INFO - Epoch [5][3580/3757] lr: 1.000e-02, eta: 23:28:33, time: 0.490, data_time: 0.004, memory: 7076, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.1939, loss: 2.1939, grad_norm: 5.4770 2021-02-10 18:15:17,184 - mmaction - INFO - Epoch [5][3600/3757] lr: 1.000e-02, eta: 23:28:08, time: 0.419, data_time: 0.002, memory: 7076, top1_acc: 0.4883, top5_acc: 0.7508, loss_cls: 2.1963, loss: 2.1963, grad_norm: 5.3357 2021-02-10 18:15:25,071 - mmaction - INFO - Epoch [5][3620/3757] lr: 1.000e-02, eta: 23:27:39, time: 0.394, data_time: 0.001, memory: 7076, top1_acc: 0.4773, top5_acc: 0.7375, loss_cls: 2.2419, loss: 2.2419, grad_norm: 5.3118 2021-02-10 18:15:33,688 - mmaction - INFO - Epoch [5][3640/3757] lr: 1.000e-02, eta: 23:27:17, time: 0.430, data_time: 0.004, memory: 7076, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.1393, loss: 2.1393, grad_norm: 5.3364 2021-02-10 18:15:43,045 - mmaction - INFO - Epoch [5][3660/3757] lr: 1.000e-02, eta: 23:27:01, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.4898, top5_acc: 0.7508, loss_cls: 2.1534, loss: 2.1534, grad_norm: 5.4046 2021-02-10 18:15:51,150 - mmaction - INFO - Epoch [5][3680/3757] lr: 1.000e-02, eta: 23:26:34, time: 0.405, data_time: 0.003, memory: 7076, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.1596, loss: 2.1596, grad_norm: 5.2098 2021-02-10 18:16:00,930 - mmaction - INFO - Epoch [5][3700/3757] lr: 1.000e-02, eta: 23:26:23, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1426, loss: 2.1426, grad_norm: 5.2523 2021-02-10 18:16:09,543 - mmaction - INFO - Epoch [5][3720/3757] lr: 1.000e-02, eta: 23:26:00, time: 0.427, data_time: 0.005, memory: 7076, top1_acc: 0.4898, top5_acc: 0.7430, loss_cls: 2.1588, loss: 2.1588, grad_norm: 5.5315 2021-02-10 18:16:18,220 - mmaction - INFO - Epoch [5][3740/3757] lr: 1.000e-02, eta: 23:25:38, time: 0.437, data_time: 0.004, memory: 7076, top1_acc: 0.5008, top5_acc: 0.7477, loss_cls: 2.1382, loss: 2.1382, grad_norm: 5.2144 2021-02-10 18:16:36,399 - mmaction - INFO - Saving checkpoint at 5 epochs 2021-02-10 18:22:44,300 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-02-10 18:22:45,078 - mmaction - INFO - top1_acc 0.5240 top5_acc 0.7799 2021-02-10 18:22:45,078 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-02-10 18:22:45,114 - mmaction - INFO - mean_acc 0.5240 2021-02-10 18:22:45,121 - mmaction - INFO - Epoch(val) [5][3757] top1_acc: 0.5240, top5_acc: 0.7799, mean_class_accuracy: 0.5240 2021-02-10 18:25:28,236 - mmaction - INFO - Epoch [6][20/3757] lr: 1.000e-02, eta: 23:46:57, time: 8.138, data_time: 7.681, memory: 7076, top1_acc: 0.4883, top5_acc: 0.7477, loss_cls: 2.1239, loss: 2.1239, grad_norm: 5.4218 2021-02-10 18:25:37,750 - mmaction - INFO - Epoch [6][40/3757] lr: 1.000e-02, eta: 23:46:44, time: 0.491, data_time: 0.019, memory: 7076, top1_acc: 0.5234, top5_acc: 0.7734, loss_cls: 2.0613, loss: 2.0613, grad_norm: 5.3695 2021-02-10 18:25:45,166 - mmaction - INFO - Epoch [6][60/3757] lr: 1.000e-02, eta: 23:46:10, time: 0.371, data_time: 0.004, memory: 7076, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.1024, loss: 2.1024, grad_norm: 5.3406 2021-02-10 18:25:54,668 - mmaction - INFO - Epoch [6][80/3757] lr: 1.000e-02, eta: 23:45:53, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.5250, top5_acc: 0.7703, loss_cls: 2.0220, loss: 2.0220, grad_norm: 5.2667 2021-02-10 18:26:03,421 - mmaction - INFO - Epoch [6][100/3757] lr: 1.000e-02, eta: 23:45:32, time: 0.444, data_time: 0.008, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 2.0207, loss: 2.0207, grad_norm: 5.3706 2021-02-10 18:26:11,849 - mmaction - INFO - Epoch [6][120/3757] lr: 1.000e-02, eta: 23:45:06, time: 0.418, data_time: 0.002, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7633, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.3152 2021-02-10 18:26:22,394 - mmaction - INFO - Epoch [6][140/3757] lr: 1.000e-02, eta: 23:45:00, time: 0.530, data_time: 0.005, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7445, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.3580 2021-02-10 18:26:30,367 - mmaction - INFO - Epoch [6][160/3757] lr: 1.000e-02, eta: 23:44:31, time: 0.400, data_time: 0.004, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7828, loss_cls: 1.9591, loss: 1.9591, grad_norm: 5.0985 2021-02-10 18:26:41,724 - mmaction - INFO - Epoch [6][180/3757] lr: 1.000e-02, eta: 23:44:32, time: 0.567, data_time: 0.001, memory: 7076, top1_acc: 0.5195, top5_acc: 0.7586, loss_cls: 2.0697, loss: 2.0697, grad_norm: 5.4115 2021-02-10 18:26:49,509 - mmaction - INFO - Epoch [6][200/3757] lr: 1.000e-02, eta: 23:44:01, time: 0.389, data_time: 0.002, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 1.9752, loss: 1.9752, grad_norm: 5.4585 2021-02-10 18:26:59,046 - mmaction - INFO - Epoch [6][220/3757] lr: 1.000e-02, eta: 23:43:45, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.5109, top5_acc: 0.7664, loss_cls: 2.0677, loss: 2.0677, grad_norm: 5.4033 2021-02-10 18:27:06,835 - mmaction - INFO - Epoch [6][240/3757] lr: 1.000e-02, eta: 23:43:15, time: 0.391, data_time: 0.005, memory: 7076, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1472, loss: 2.1472, grad_norm: 5.4136 2021-02-10 18:27:16,023 - mmaction - INFO - Epoch [6][260/3757] lr: 1.000e-02, eta: 23:42:56, time: 0.459, data_time: 0.027, memory: 7076, top1_acc: 0.5109, top5_acc: 0.7586, loss_cls: 2.0355, loss: 2.0355, grad_norm: 5.2392 2021-02-10 18:27:25,862 - mmaction - INFO - Epoch [6][280/3757] lr: 1.000e-02, eta: 23:42:43, time: 0.490, data_time: 0.003, memory: 7076, top1_acc: 0.5039, top5_acc: 0.7570, loss_cls: 2.1064, loss: 2.1064, grad_norm: 5.3440 2021-02-10 18:27:35,139 - mmaction - INFO - Epoch [6][300/3757] lr: 1.000e-02, eta: 23:42:26, time: 0.465, data_time: 0.003, memory: 7076, top1_acc: 0.5141, top5_acc: 0.7578, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.4009 2021-02-10 18:27:45,501 - mmaction - INFO - Epoch [6][320/3757] lr: 1.000e-02, eta: 23:42:18, time: 0.517, data_time: 0.002, memory: 7076, top1_acc: 0.5055, top5_acc: 0.7773, loss_cls: 2.0535, loss: 2.0535, grad_norm: 5.1946 2021-02-10 18:27:54,012 - mmaction - INFO - Epoch [6][340/3757] lr: 1.000e-02, eta: 23:41:54, time: 0.427, data_time: 0.064, memory: 7076, top1_acc: 0.5047, top5_acc: 0.7672, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.3945 2021-02-10 18:28:04,267 - mmaction - INFO - Epoch [6][360/3757] lr: 1.000e-02, eta: 23:41:45, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.0903, loss: 2.0903, grad_norm: 5.3501 2021-02-10 18:28:12,528 - mmaction - INFO - Epoch [6][380/3757] lr: 1.000e-02, eta: 23:41:19, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.4875, top5_acc: 0.7586, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.4612 2021-02-10 18:28:22,971 - mmaction - INFO - Epoch [6][400/3757] lr: 1.000e-02, eta: 23:41:11, time: 0.521, data_time: 0.001, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7797, loss_cls: 2.0156, loss: 2.0156, grad_norm: 5.3193 2021-02-10 18:28:30,691 - mmaction - INFO - Epoch [6][420/3757] lr: 1.000e-02, eta: 23:40:40, time: 0.386, data_time: 0.005, memory: 7076, top1_acc: 0.5008, top5_acc: 0.7594, loss_cls: 2.0434, loss: 2.0434, grad_norm: 5.3146 2021-02-10 18:28:41,188 - mmaction - INFO - Epoch [6][440/3757] lr: 1.000e-02, eta: 23:40:33, time: 0.524, data_time: 0.058, memory: 7076, top1_acc: 0.5211, top5_acc: 0.7508, loss_cls: 2.0710, loss: 2.0710, grad_norm: 5.3292 2021-02-10 18:28:48,894 - mmaction - INFO - Epoch [6][460/3757] lr: 1.000e-02, eta: 23:40:02, time: 0.386, data_time: 0.003, memory: 7076, top1_acc: 0.5039, top5_acc: 0.7617, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.5564 2021-02-10 18:29:02,032 - mmaction - INFO - Epoch [6][480/3757] lr: 1.000e-02, eta: 23:40:18, time: 0.655, data_time: 0.002, memory: 7076, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1097, loss: 2.1097, grad_norm: 5.2903 2021-02-10 18:29:09,324 - mmaction - INFO - Epoch [6][500/3757] lr: 1.000e-02, eta: 23:39:44, time: 0.367, data_time: 0.004, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7695, loss_cls: 2.0215, loss: 2.0215, grad_norm: 5.3833 2021-02-10 18:29:22,820 - mmaction - INFO - Epoch [6][520/3757] lr: 1.000e-02, eta: 23:40:03, time: 0.672, data_time: 0.103, memory: 7076, top1_acc: 0.5188, top5_acc: 0.7695, loss_cls: 2.0042, loss: 2.0042, grad_norm: 5.2112 2021-02-10 18:29:30,106 - mmaction - INFO - Epoch [6][540/3757] lr: 1.000e-02, eta: 23:39:29, time: 0.367, data_time: 0.006, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.0529, loss: 2.0529, grad_norm: 5.3916 2021-02-10 18:29:40,122 - mmaction - INFO - Epoch [6][560/3757] lr: 1.000e-02, eta: 23:39:18, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0318, loss: 2.0318, grad_norm: 5.3710 2021-02-10 18:29:48,376 - mmaction - INFO - Epoch [6][580/3757] lr: 1.000e-02, eta: 23:38:52, time: 0.412, data_time: 0.004, memory: 7076, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1395, loss: 2.1395, grad_norm: 5.5265 2021-02-10 18:29:57,043 - mmaction - INFO - Epoch [6][600/3757] lr: 1.000e-02, eta: 23:38:29, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0811, loss: 2.0811, grad_norm: 5.1822 2021-02-10 18:30:05,711 - mmaction - INFO - Epoch [6][620/3757] lr: 1.000e-02, eta: 23:38:06, time: 0.432, data_time: 0.000, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0248, loss: 2.0248, grad_norm: 5.3300 2021-02-10 18:30:15,059 - mmaction - INFO - Epoch [6][640/3757] lr: 1.000e-02, eta: 23:37:50, time: 0.469, data_time: 0.004, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7688, loss_cls: 2.0393, loss: 2.0393, grad_norm: 5.5546 2021-02-10 18:30:24,413 - mmaction - INFO - Epoch [6][660/3757] lr: 1.000e-02, eta: 23:37:33, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.5172, top5_acc: 0.7656, loss_cls: 2.0841, loss: 2.0841, grad_norm: 5.2653 2021-02-10 18:30:33,159 - mmaction - INFO - Epoch [6][680/3757] lr: 1.000e-02, eta: 23:37:12, time: 0.440, data_time: 0.004, memory: 7076, top1_acc: 0.5266, top5_acc: 0.7898, loss_cls: 1.9652, loss: 1.9652, grad_norm: 5.2176 2021-02-10 18:30:42,922 - mmaction - INFO - Epoch [6][700/3757] lr: 1.000e-02, eta: 23:36:58, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7641, loss_cls: 2.0628, loss: 2.0628, grad_norm: 5.5479 2021-02-10 18:30:51,207 - mmaction - INFO - Epoch [6][720/3757] lr: 1.000e-02, eta: 23:36:33, time: 0.414, data_time: 0.002, memory: 7076, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.1377, loss: 2.1377, grad_norm: 5.3866 2021-02-10 18:31:00,801 - mmaction - INFO - Epoch [6][740/3757] lr: 1.000e-02, eta: 23:36:17, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.5078, top5_acc: 0.7562, loss_cls: 2.0949, loss: 2.0949, grad_norm: 5.2940 2021-02-10 18:31:09,321 - mmaction - INFO - Epoch [6][760/3757] lr: 1.000e-02, eta: 23:35:54, time: 0.432, data_time: 0.010, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7656, loss_cls: 2.0256, loss: 2.0256, grad_norm: 5.3670 2021-02-10 18:31:17,131 - mmaction - INFO - Epoch [6][780/3757] lr: 1.000e-02, eta: 23:35:25, time: 0.392, data_time: 0.004, memory: 7076, top1_acc: 0.5000, top5_acc: 0.7508, loss_cls: 2.1172, loss: 2.1172, grad_norm: 5.5234 2021-02-10 18:31:26,595 - mmaction - INFO - Epoch [6][800/3757] lr: 1.000e-02, eta: 23:35:03, time: 0.433, data_time: 0.001, memory: 7076, top1_acc: 0.4977, top5_acc: 0.7555, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.5144 2021-02-10 18:31:34,984 - mmaction - INFO - Epoch [6][820/3757] lr: 1.000e-02, eta: 23:34:45, time: 0.460, data_time: 0.042, memory: 7076, top1_acc: 0.4930, top5_acc: 0.7430, loss_cls: 2.1352, loss: 2.1352, grad_norm: 5.5725 2021-02-10 18:31:44,140 - mmaction - INFO - Epoch [6][840/3757] lr: 1.000e-02, eta: 23:34:27, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.5094, top5_acc: 0.7570, loss_cls: 2.0571, loss: 2.0571, grad_norm: 5.4670 2021-02-10 18:31:52,765 - mmaction - INFO - Epoch [6][860/3757] lr: 1.000e-02, eta: 23:34:04, time: 0.431, data_time: 0.001, memory: 7076, top1_acc: 0.5250, top5_acc: 0.7711, loss_cls: 1.9721, loss: 1.9721, grad_norm: 5.2083 2021-02-10 18:32:02,564 - mmaction - INFO - Epoch [6][880/3757] lr: 1.000e-02, eta: 23:33:51, time: 0.484, data_time: 0.005, memory: 7076, top1_acc: 0.4977, top5_acc: 0.7648, loss_cls: 2.0966, loss: 2.0966, grad_norm: 5.3247 2021-02-10 18:32:11,334 - mmaction - INFO - Epoch [6][900/3757] lr: 1.000e-02, eta: 23:33:30, time: 0.442, data_time: 0.006, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.5154 2021-02-10 18:32:20,692 - mmaction - INFO - Epoch [6][920/3757] lr: 1.000e-02, eta: 23:33:13, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7609, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.5012 2021-02-10 18:32:28,459 - mmaction - INFO - Epoch [6][940/3757] lr: 1.000e-02, eta: 23:32:43, time: 0.390, data_time: 0.007, memory: 7076, top1_acc: 0.5273, top5_acc: 0.7789, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.2641 2021-02-10 18:32:37,274 - mmaction - INFO - Epoch [6][960/3757] lr: 1.000e-02, eta: 23:32:23, time: 0.444, data_time: 0.004, memory: 7076, top1_acc: 0.5062, top5_acc: 0.7609, loss_cls: 2.0491, loss: 2.0491, grad_norm: 5.4975 2021-02-10 18:32:48,778 - mmaction - INFO - Epoch [6][980/3757] lr: 1.000e-02, eta: 23:32:25, time: 0.573, data_time: 0.001, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9908, loss: 1.9908, grad_norm: 5.2934 2021-02-10 18:32:57,713 - mmaction - INFO - Epoch [6][1000/3757] lr: 1.000e-02, eta: 23:32:05, time: 0.449, data_time: 0.003, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 1.9924, loss: 1.9924, grad_norm: 5.4184 2021-02-10 18:33:06,838 - mmaction - INFO - Epoch [6][1020/3757] lr: 1.000e-02, eta: 23:31:47, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.5273, top5_acc: 0.7750, loss_cls: 1.9900, loss: 1.9900, grad_norm: 5.3821 2021-02-10 18:33:15,571 - mmaction - INFO - Epoch [6][1040/3757] lr: 1.000e-02, eta: 23:31:25, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.4773, top5_acc: 0.7492, loss_cls: 2.1530, loss: 2.1530, grad_norm: 5.5225 2021-02-10 18:33:27,658 - mmaction - INFO - Epoch [6][1060/3757] lr: 1.000e-02, eta: 23:31:32, time: 0.604, data_time: 0.007, memory: 7076, top1_acc: 0.5148, top5_acc: 0.7727, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.3387 2021-02-10 18:33:36,185 - mmaction - INFO - Epoch [6][1080/3757] lr: 1.000e-02, eta: 23:31:09, time: 0.429, data_time: 0.007, memory: 7076, top1_acc: 0.5258, top5_acc: 0.7680, loss_cls: 2.0353, loss: 2.0353, grad_norm: 5.4429 2021-02-10 18:33:46,038 - mmaction - INFO - Epoch [6][1100/3757] lr: 1.000e-02, eta: 23:30:57, time: 0.492, data_time: 0.104, memory: 7076, top1_acc: 0.5109, top5_acc: 0.7742, loss_cls: 2.0442, loss: 2.0442, grad_norm: 5.4712 2021-02-10 18:33:56,021 - mmaction - INFO - Epoch [6][1120/3757] lr: 1.000e-02, eta: 23:30:45, time: 0.490, data_time: 0.004, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7594, loss_cls: 2.0601, loss: 2.0601, grad_norm: 5.4469 2021-02-10 18:34:04,293 - mmaction - INFO - Epoch [6][1140/3757] lr: 1.000e-02, eta: 23:30:21, time: 0.422, data_time: 0.014, memory: 7076, top1_acc: 0.5047, top5_acc: 0.7766, loss_cls: 2.0385, loss: 2.0385, grad_norm: 5.3865 2021-02-10 18:34:14,001 - mmaction - INFO - Epoch [6][1160/3757] lr: 1.000e-02, eta: 23:30:07, time: 0.481, data_time: 0.002, memory: 7076, top1_acc: 0.4992, top5_acc: 0.7680, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.3903 2021-02-10 18:34:23,016 - mmaction - INFO - Epoch [6][1180/3757] lr: 1.000e-02, eta: 23:29:49, time: 0.455, data_time: 0.006, memory: 7076, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.5522 2021-02-10 18:34:31,488 - mmaction - INFO - Epoch [6][1200/3757] lr: 1.000e-02, eta: 23:29:25, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.5266, top5_acc: 0.7734, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.2712 2021-02-10 18:34:39,530 - mmaction - INFO - Epoch [6][1220/3757] lr: 1.000e-02, eta: 23:28:58, time: 0.405, data_time: 0.004, memory: 7076, top1_acc: 0.4813, top5_acc: 0.7336, loss_cls: 2.1513, loss: 2.1513, grad_norm: 5.4251 2021-02-10 18:34:51,058 - mmaction - INFO - Epoch [6][1240/3757] lr: 1.000e-02, eta: 23:29:00, time: 0.574, data_time: 0.001, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7578, loss_cls: 2.1137, loss: 2.1137, grad_norm: 5.3235 2021-02-10 18:34:58,809 - mmaction - INFO - Epoch [6][1260/3757] lr: 1.000e-02, eta: 23:28:31, time: 0.390, data_time: 0.005, memory: 7076, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.2123, loss: 2.2123, grad_norm: 5.5548 2021-02-10 18:35:09,230 - mmaction - INFO - Epoch [6][1280/3757] lr: 1.000e-02, eta: 23:28:21, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.1840, loss: 2.1840, grad_norm: 5.4566 2021-02-10 18:35:16,656 - mmaction - INFO - Epoch [6][1300/3757] lr: 1.000e-02, eta: 23:27:51, time: 0.385, data_time: 0.017, memory: 7076, top1_acc: 0.4883, top5_acc: 0.7570, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.3880 2021-02-10 18:35:25,851 - mmaction - INFO - Epoch [6][1320/3757] lr: 1.000e-02, eta: 23:27:34, time: 0.460, data_time: 0.026, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7766, loss_cls: 2.0107, loss: 2.0107, grad_norm: 5.2715 2021-02-10 18:35:34,947 - mmaction - INFO - Epoch [6][1340/3757] lr: 1.000e-02, eta: 23:27:15, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.0956, loss: 2.0956, grad_norm: 5.4246 2021-02-10 18:35:44,022 - mmaction - INFO - Epoch [6][1360/3757] lr: 1.000e-02, eta: 23:26:57, time: 0.457, data_time: 0.004, memory: 7076, top1_acc: 0.5266, top5_acc: 0.7586, loss_cls: 2.0456, loss: 2.0456, grad_norm: 5.2661 2021-02-10 18:35:53,355 - mmaction - INFO - Epoch [6][1380/3757] lr: 1.000e-02, eta: 23:26:41, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0727, loss: 2.0727, grad_norm: 5.2531 2021-02-10 18:36:02,238 - mmaction - INFO - Epoch [6][1400/3757] lr: 1.000e-02, eta: 23:26:21, time: 0.445, data_time: 0.021, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7531, loss_cls: 2.1293, loss: 2.1293, grad_norm: 5.5304 2021-02-10 18:36:12,321 - mmaction - INFO - Epoch [6][1420/3757] lr: 1.000e-02, eta: 23:26:11, time: 0.505, data_time: 0.102, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7789, loss_cls: 2.0065, loss: 2.0065, grad_norm: 5.1546 2021-02-10 18:36:20,629 - mmaction - INFO - Epoch [6][1440/3757] lr: 1.000e-02, eta: 23:25:47, time: 0.415, data_time: 0.004, memory: 7076, top1_acc: 0.4961, top5_acc: 0.7477, loss_cls: 2.0963, loss: 2.0963, grad_norm: 5.2665 2021-02-10 18:36:30,291 - mmaction - INFO - Epoch [6][1460/3757] lr: 1.000e-02, eta: 23:25:33, time: 0.484, data_time: 0.003, memory: 7076, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1168, loss: 2.1168, grad_norm: 5.3259 2021-02-10 18:36:38,404 - mmaction - INFO - Epoch [6][1480/3757] lr: 1.000e-02, eta: 23:25:07, time: 0.406, data_time: 0.004, memory: 7076, top1_acc: 0.5273, top5_acc: 0.7641, loss_cls: 2.0496, loss: 2.0496, grad_norm: 5.2544 2021-02-10 18:36:46,562 - mmaction - INFO - Epoch [6][1500/3757] lr: 1.000e-02, eta: 23:24:41, time: 0.408, data_time: 0.002, memory: 7076, top1_acc: 0.5273, top5_acc: 0.7570, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.2462 2021-02-10 18:36:56,153 - mmaction - INFO - Epoch [6][1520/3757] lr: 1.000e-02, eta: 23:24:26, time: 0.473, data_time: 0.042, memory: 7076, top1_acc: 0.5164, top5_acc: 0.7656, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.1480 2021-02-10 18:37:04,847 - mmaction - INFO - Epoch [6][1540/3757] lr: 1.000e-02, eta: 23:24:06, time: 0.438, data_time: 0.019, memory: 7076, top1_acc: 0.5055, top5_acc: 0.7484, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.4322 2021-02-10 18:37:14,233 - mmaction - INFO - Epoch [6][1560/3757] lr: 1.000e-02, eta: 23:23:50, time: 0.472, data_time: 0.035, memory: 7076, top1_acc: 0.5047, top5_acc: 0.7633, loss_cls: 2.0569, loss: 2.0569, grad_norm: 5.3061 2021-02-10 18:37:22,481 - mmaction - INFO - Epoch [6][1580/3757] lr: 1.000e-02, eta: 23:23:25, time: 0.412, data_time: 0.014, memory: 7076, top1_acc: 0.5164, top5_acc: 0.7664, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.3047 2021-02-10 18:37:30,787 - mmaction - INFO - Epoch [6][1600/3757] lr: 1.000e-02, eta: 23:23:01, time: 0.415, data_time: 0.040, memory: 7076, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.0748, loss: 2.0748, grad_norm: 5.3455 2021-02-10 18:37:40,074 - mmaction - INFO - Epoch [6][1620/3757] lr: 1.000e-02, eta: 23:22:45, time: 0.465, data_time: 0.004, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7664, loss_cls: 2.0304, loss: 2.0304, grad_norm: 5.3426 2021-02-10 18:37:50,444 - mmaction - INFO - Epoch [6][1640/3757] lr: 1.000e-02, eta: 23:22:37, time: 0.517, data_time: 0.002, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7758, loss_cls: 2.0375, loss: 2.0375, grad_norm: 5.4476 2021-02-10 18:37:58,156 - mmaction - INFO - Epoch [6][1660/3757] lr: 1.000e-02, eta: 23:22:08, time: 0.387, data_time: 0.018, memory: 7076, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0480, loss: 2.0480, grad_norm: 5.3034 2021-02-10 18:38:06,885 - mmaction - INFO - Epoch [6][1680/3757] lr: 1.000e-02, eta: 23:21:47, time: 0.436, data_time: 0.035, memory: 7076, top1_acc: 0.5000, top5_acc: 0.7570, loss_cls: 2.1250, loss: 2.1250, grad_norm: 5.2498 2021-02-10 18:38:15,514 - mmaction - INFO - Epoch [6][1700/3757] lr: 1.000e-02, eta: 23:21:26, time: 0.432, data_time: 0.003, memory: 7076, top1_acc: 0.5031, top5_acc: 0.7688, loss_cls: 2.0494, loss: 2.0494, grad_norm: 5.3364 2021-02-10 18:38:24,239 - mmaction - INFO - Epoch [6][1720/3757] lr: 1.000e-02, eta: 23:21:05, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0192, loss: 2.0192, grad_norm: 5.1500 2021-02-10 18:38:34,317 - mmaction - INFO - Epoch [6][1740/3757] lr: 1.000e-02, eta: 23:20:55, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.5094, top5_acc: 0.7578, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.2302 2021-02-10 18:38:43,110 - mmaction - INFO - Epoch [6][1760/3757] lr: 1.000e-02, eta: 23:20:35, time: 0.440, data_time: 0.003, memory: 7076, top1_acc: 0.5016, top5_acc: 0.7523, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.4113 2021-02-10 18:38:51,905 - mmaction - INFO - Epoch [6][1780/3757] lr: 1.000e-02, eta: 23:20:14, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.4820, top5_acc: 0.7469, loss_cls: 2.1403, loss: 2.1403, grad_norm: 5.3547 2021-02-10 18:38:59,703 - mmaction - INFO - Epoch [6][1800/3757] lr: 1.000e-02, eta: 23:19:46, time: 0.393, data_time: 0.007, memory: 7076, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1294, loss: 2.1294, grad_norm: 5.3084 2021-02-10 18:39:09,039 - mmaction - INFO - Epoch [6][1820/3757] lr: 1.000e-02, eta: 23:19:30, time: 0.467, data_time: 0.015, memory: 7076, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.1996 2021-02-10 18:39:16,386 - mmaction - INFO - Epoch [6][1840/3757] lr: 1.000e-02, eta: 23:18:59, time: 0.368, data_time: 0.004, memory: 7076, top1_acc: 0.5297, top5_acc: 0.7695, loss_cls: 1.9785, loss: 1.9785, grad_norm: 5.3455 2021-02-10 18:39:26,050 - mmaction - INFO - Epoch [6][1860/3757] lr: 1.000e-02, eta: 23:18:45, time: 0.480, data_time: 0.010, memory: 7076, top1_acc: 0.5148, top5_acc: 0.7641, loss_cls: 2.0506, loss: 2.0506, grad_norm: 5.4776 2021-02-10 18:39:35,624 - mmaction - INFO - Epoch [6][1880/3757] lr: 1.000e-02, eta: 23:18:32, time: 0.481, data_time: 0.004, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.0885, loss: 2.0885, grad_norm: 5.3087 2021-02-10 18:39:44,929 - mmaction - INFO - Epoch [6][1900/3757] lr: 1.000e-02, eta: 23:18:15, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.4969, top5_acc: 0.7617, loss_cls: 2.1396, loss: 2.1396, grad_norm: 5.5564 2021-02-10 18:39:53,379 - mmaction - INFO - Epoch [6][1920/3757] lr: 1.000e-02, eta: 23:17:53, time: 0.424, data_time: 0.002, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7703, loss_cls: 2.0248, loss: 2.0248, grad_norm: 5.2652 2021-02-10 18:40:02,752 - mmaction - INFO - Epoch [6][1940/3757] lr: 1.000e-02, eta: 23:17:37, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7523, loss_cls: 2.1515, loss: 2.1515, grad_norm: 5.3602 2021-02-10 18:40:11,655 - mmaction - INFO - Epoch [6][1960/3757] lr: 1.000e-02, eta: 23:17:18, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.5023, top5_acc: 0.7516, loss_cls: 2.0906, loss: 2.0906, grad_norm: 5.3221 2021-02-10 18:40:19,735 - mmaction - INFO - Epoch [6][1980/3757] lr: 1.000e-02, eta: 23:16:52, time: 0.405, data_time: 0.002, memory: 7076, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1147, loss: 2.1147, grad_norm: 5.4239 2021-02-10 18:40:29,243 - mmaction - INFO - Epoch [6][2000/3757] lr: 1.000e-02, eta: 23:16:38, time: 0.476, data_time: 0.004, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7711, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.2763 2021-02-10 18:40:37,309 - mmaction - INFO - Epoch [6][2020/3757] lr: 1.000e-02, eta: 23:16:12, time: 0.403, data_time: 0.004, memory: 7076, top1_acc: 0.5133, top5_acc: 0.7625, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.4500 2021-02-10 18:40:46,348 - mmaction - INFO - Epoch [6][2040/3757] lr: 1.000e-02, eta: 23:15:54, time: 0.450, data_time: 0.010, memory: 7076, top1_acc: 0.5062, top5_acc: 0.7547, loss_cls: 2.0777, loss: 2.0777, grad_norm: 5.3308 2021-02-10 18:40:55,941 - mmaction - INFO - Epoch [6][2060/3757] lr: 1.000e-02, eta: 23:15:41, time: 0.481, data_time: 0.010, memory: 7076, top1_acc: 0.4859, top5_acc: 0.7438, loss_cls: 2.1959, loss: 2.1959, grad_norm: 5.4779 2021-02-10 18:41:04,582 - mmaction - INFO - Epoch [6][2080/3757] lr: 1.000e-02, eta: 23:15:19, time: 0.432, data_time: 0.004, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7539, loss_cls: 2.1168, loss: 2.1168, grad_norm: 5.3598 2021-02-10 18:41:13,687 - mmaction - INFO - Epoch [6][2100/3757] lr: 1.000e-02, eta: 23:15:02, time: 0.457, data_time: 0.015, memory: 7076, top1_acc: 0.5055, top5_acc: 0.7508, loss_cls: 2.1331, loss: 2.1331, grad_norm: 5.3775 2021-02-10 18:41:22,482 - mmaction - INFO - Epoch [6][2120/3757] lr: 1.000e-02, eta: 23:14:42, time: 0.440, data_time: 0.037, memory: 7076, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1058, loss: 2.1058, grad_norm: 5.4715 2021-02-10 18:41:31,139 - mmaction - INFO - Epoch [6][2140/3757] lr: 1.000e-02, eta: 23:14:22, time: 0.433, data_time: 0.001, memory: 7076, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0221, loss: 2.0221, grad_norm: 5.3206 2021-02-10 18:41:40,083 - mmaction - INFO - Epoch [6][2160/3757] lr: 1.000e-02, eta: 23:14:03, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.4953, top5_acc: 0.7609, loss_cls: 2.0940, loss: 2.0940, grad_norm: 5.3240 2021-02-10 18:41:48,945 - mmaction - INFO - Epoch [6][2180/3757] lr: 1.000e-02, eta: 23:13:44, time: 0.445, data_time: 0.006, memory: 7076, top1_acc: 0.5008, top5_acc: 0.7516, loss_cls: 2.1109, loss: 2.1109, grad_norm: 5.4785 2021-02-10 18:41:56,868 - mmaction - INFO - Epoch [6][2200/3757] lr: 1.000e-02, eta: 23:13:17, time: 0.396, data_time: 0.024, memory: 7076, top1_acc: 0.4984, top5_acc: 0.7641, loss_cls: 2.0945, loss: 2.0945, grad_norm: 5.5218 2021-02-10 18:42:06,694 - mmaction - INFO - Epoch [6][2220/3757] lr: 1.000e-02, eta: 23:13:05, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.5039, top5_acc: 0.7539, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.2653 2021-02-10 18:42:15,664 - mmaction - INFO - Epoch [6][2240/3757] lr: 1.000e-02, eta: 23:12:47, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.4641, top5_acc: 0.7531, loss_cls: 2.1744, loss: 2.1744, grad_norm: 5.5334 2021-02-10 18:42:25,100 - mmaction - INFO - Epoch [6][2260/3757] lr: 1.000e-02, eta: 23:12:32, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.4930, top5_acc: 0.7461, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.4176 2021-02-10 18:42:33,967 - mmaction - INFO - Epoch [6][2280/3757] lr: 1.000e-02, eta: 23:12:13, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7617, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.4951 2021-02-10 18:42:43,491 - mmaction - INFO - Epoch [6][2300/3757] lr: 1.000e-02, eta: 23:11:59, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.4820, top5_acc: 0.7609, loss_cls: 2.1384, loss: 2.1384, grad_norm: 5.4661 2021-02-10 18:42:53,278 - mmaction - INFO - Epoch [6][2320/3757] lr: 1.000e-02, eta: 23:11:40, time: 0.443, data_time: 0.005, memory: 7076, top1_acc: 0.5047, top5_acc: 0.7625, loss_cls: 2.0591, loss: 2.0591, grad_norm: 5.3737 2021-02-10 18:43:02,459 - mmaction - INFO - Epoch [6][2340/3757] lr: 1.000e-02, eta: 23:11:31, time: 0.506, data_time: 0.052, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7641, loss_cls: 2.0684, loss: 2.0684, grad_norm: 5.4441 2021-02-10 18:43:09,773 - mmaction - INFO - Epoch [6][2360/3757] lr: 1.000e-02, eta: 23:10:59, time: 0.366, data_time: 0.002, memory: 7076, top1_acc: 0.5195, top5_acc: 0.7648, loss_cls: 2.0265, loss: 2.0265, grad_norm: 5.2523 2021-02-10 18:43:19,300 - mmaction - INFO - Epoch [6][2380/3757] lr: 1.000e-02, eta: 23:10:46, time: 0.477, data_time: 0.018, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7828, loss_cls: 2.0477, loss: 2.0477, grad_norm: 5.4330 2021-02-10 18:43:27,519 - mmaction - INFO - Epoch [6][2400/3757] lr: 1.000e-02, eta: 23:10:22, time: 0.411, data_time: 0.001, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7688, loss_cls: 2.0416, loss: 2.0416, grad_norm: 5.3309 2021-02-10 18:43:36,877 - mmaction - INFO - Epoch [6][2420/3757] lr: 1.000e-02, eta: 23:10:06, time: 0.467, data_time: 0.000, memory: 7076, top1_acc: 0.5109, top5_acc: 0.7602, loss_cls: 2.0988, loss: 2.0988, grad_norm: 5.5308 2021-02-10 18:43:46,541 - mmaction - INFO - Epoch [6][2440/3757] lr: 1.000e-02, eta: 23:09:54, time: 0.483, data_time: 0.002, memory: 7076, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0675, loss: 2.0675, grad_norm: 5.2046 2021-02-10 18:43:55,501 - mmaction - INFO - Epoch [6][2460/3757] lr: 1.000e-02, eta: 23:09:35, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.5047, top5_acc: 0.7578, loss_cls: 2.0832, loss: 2.0832, grad_norm: 5.3391 2021-02-10 18:44:04,791 - mmaction - INFO - Epoch [6][2480/3757] lr: 1.000e-02, eta: 23:09:20, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.5227, top5_acc: 0.7672, loss_cls: 2.0194, loss: 2.0194, grad_norm: 5.3571 2021-02-10 18:44:13,319 - mmaction - INFO - Epoch [6][2500/3757] lr: 1.000e-02, eta: 23:08:58, time: 0.428, data_time: 0.003, memory: 7076, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1206, loss: 2.1206, grad_norm: 5.2723 2021-02-10 18:44:22,709 - mmaction - INFO - Epoch [6][2520/3757] lr: 1.000e-02, eta: 23:08:43, time: 0.468, data_time: 0.002, memory: 7076, top1_acc: 0.5148, top5_acc: 0.7570, loss_cls: 2.0859, loss: 2.0859, grad_norm: 5.3253 2021-02-10 18:44:30,613 - mmaction - INFO - Epoch [6][2540/3757] lr: 1.000e-02, eta: 23:08:15, time: 0.386, data_time: 0.005, memory: 7076, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.1625, loss: 2.1625, grad_norm: 5.2839 2021-02-10 18:44:42,057 - mmaction - INFO - Epoch [6][2560/3757] lr: 1.000e-02, eta: 23:08:18, time: 0.583, data_time: 0.018, memory: 7076, top1_acc: 0.5164, top5_acc: 0.7734, loss_cls: 1.9971, loss: 1.9971, grad_norm: 5.2069 2021-02-10 18:44:49,347 - mmaction - INFO - Epoch [6][2580/3757] lr: 1.000e-02, eta: 23:07:47, time: 0.365, data_time: 0.002, memory: 7076, top1_acc: 0.4883, top5_acc: 0.7414, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.4580 2021-02-10 18:44:58,438 - mmaction - INFO - Epoch [6][2600/3757] lr: 1.000e-02, eta: 23:07:30, time: 0.455, data_time: 0.001, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7609, loss_cls: 2.0777, loss: 2.0777, grad_norm: 5.1728 2021-02-10 18:45:08,616 - mmaction - INFO - Epoch [6][2620/3757] lr: 1.000e-02, eta: 23:07:20, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.4945, top5_acc: 0.7500, loss_cls: 2.0940, loss: 2.0940, grad_norm: 5.2952 2021-02-10 18:45:17,335 - mmaction - INFO - Epoch [6][2640/3757] lr: 1.000e-02, eta: 23:07:01, time: 0.444, data_time: 0.028, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7648, loss_cls: 2.0034, loss: 2.0034, grad_norm: 5.1729 2021-02-10 18:45:27,075 - mmaction - INFO - Epoch [6][2660/3757] lr: 1.000e-02, eta: 23:06:49, time: 0.483, data_time: 0.003, memory: 7076, top1_acc: 0.5078, top5_acc: 0.7609, loss_cls: 2.1035, loss: 2.1035, grad_norm: 5.4464 2021-02-10 18:45:36,305 - mmaction - INFO - Epoch [6][2680/3757] lr: 1.000e-02, eta: 23:06:33, time: 0.465, data_time: 0.004, memory: 7076, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.0820, loss: 2.0820, grad_norm: 5.1864 2021-02-10 18:45:44,621 - mmaction - INFO - Epoch [6][2700/3757] lr: 1.000e-02, eta: 23:06:10, time: 0.414, data_time: 0.003, memory: 7076, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 2.0376, loss: 2.0376, grad_norm: 5.3822 2021-02-10 18:45:54,037 - mmaction - INFO - Epoch [6][2720/3757] lr: 1.000e-02, eta: 23:05:56, time: 0.473, data_time: 0.005, memory: 7076, top1_acc: 0.4898, top5_acc: 0.7484, loss_cls: 2.1363, loss: 2.1363, grad_norm: 5.4684 2021-02-10 18:46:03,811 - mmaction - INFO - Epoch [6][2740/3757] lr: 1.000e-02, eta: 23:05:42, time: 0.476, data_time: 0.004, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7664, loss_cls: 2.1292, loss: 2.1292, grad_norm: 5.3465 2021-02-10 18:46:12,186 - mmaction - INFO - Epoch [6][2760/3757] lr: 1.000e-02, eta: 23:05:21, time: 0.431, data_time: 0.014, memory: 7076, top1_acc: 0.4992, top5_acc: 0.7609, loss_cls: 2.0956, loss: 2.0956, grad_norm: 5.3037 2021-02-10 18:46:23,737 - mmaction - INFO - Epoch [6][2780/3757] lr: 1.000e-02, eta: 23:05:23, time: 0.575, data_time: 0.002, memory: 7076, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.1326, loss: 2.1326, grad_norm: 5.3279 2021-02-10 18:46:31,997 - mmaction - INFO - Epoch [6][2800/3757] lr: 1.000e-02, eta: 23:05:00, time: 0.415, data_time: 0.004, memory: 7076, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 1.9845, loss: 1.9845, grad_norm: 5.3088 2021-02-10 18:46:45,506 - mmaction - INFO - Epoch [6][2820/3757] lr: 1.000e-02, eta: 23:05:14, time: 0.658, data_time: 0.001, memory: 7076, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0732, loss: 2.0732, grad_norm: 5.1788 2021-02-10 18:46:53,054 - mmaction - INFO - Epoch [6][2840/3757] lr: 1.000e-02, eta: 23:04:48, time: 0.395, data_time: 0.019, memory: 7076, top1_acc: 0.4766, top5_acc: 0.7359, loss_cls: 2.2791, loss: 2.2791, grad_norm: 5.5244 2021-02-10 18:47:01,997 - mmaction - INFO - Epoch [6][2860/3757] lr: 1.000e-02, eta: 23:04:30, time: 0.447, data_time: 0.005, memory: 7076, top1_acc: 0.5172, top5_acc: 0.7719, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.5143 2021-02-10 18:47:10,590 - mmaction - INFO - Epoch [6][2880/3757] lr: 1.000e-02, eta: 23:04:09, time: 0.430, data_time: 0.013, memory: 7076, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0664, loss: 2.0664, grad_norm: 5.2851 2021-02-10 18:47:19,512 - mmaction - INFO - Epoch [6][2900/3757] lr: 1.000e-02, eta: 23:03:50, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.0640, loss: 2.0640, grad_norm: 5.2896 2021-02-10 18:47:27,802 - mmaction - INFO - Epoch [6][2920/3757] lr: 1.000e-02, eta: 23:03:28, time: 0.421, data_time: 0.007, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7711, loss_cls: 2.0435, loss: 2.0435, grad_norm: 5.3489 2021-02-10 18:47:37,299 - mmaction - INFO - Epoch [6][2940/3757] lr: 1.000e-02, eta: 23:03:14, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.5008, top5_acc: 0.7719, loss_cls: 2.0295, loss: 2.0295, grad_norm: 5.2623 2021-02-10 18:47:46,452 - mmaction - INFO - Epoch [6][2960/3757] lr: 1.000e-02, eta: 23:02:58, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.4906, top5_acc: 0.7641, loss_cls: 2.1251, loss: 2.1251, grad_norm: 5.4546 2021-02-10 18:47:54,865 - mmaction - INFO - Epoch [6][2980/3757] lr: 1.000e-02, eta: 23:02:36, time: 0.422, data_time: 0.002, memory: 7076, top1_acc: 0.4953, top5_acc: 0.7594, loss_cls: 2.0857, loss: 2.0857, grad_norm: 5.4227 2021-02-10 18:48:04,140 - mmaction - INFO - Epoch [6][3000/3757] lr: 1.000e-02, eta: 23:02:20, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7680, loss_cls: 2.0871, loss: 2.0871, grad_norm: 5.3671 2021-02-10 18:48:12,702 - mmaction - INFO - Epoch [6][3020/3757] lr: 1.000e-02, eta: 23:02:00, time: 0.430, data_time: 0.003, memory: 7076, top1_acc: 0.4617, top5_acc: 0.7461, loss_cls: 2.2369, loss: 2.2369, grad_norm: 5.5067 2021-02-10 18:48:21,984 - mmaction - INFO - Epoch [6][3040/3757] lr: 1.000e-02, eta: 23:01:43, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.0811, loss: 2.0811, grad_norm: 5.3513 2021-02-10 18:48:29,628 - mmaction - INFO - Epoch [6][3060/3757] lr: 1.000e-02, eta: 23:01:17, time: 0.389, data_time: 0.008, memory: 7076, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0114, loss: 2.0114, grad_norm: 5.1557 2021-02-10 18:48:39,732 - mmaction - INFO - Epoch [6][3080/3757] lr: 1.000e-02, eta: 23:01:07, time: 0.499, data_time: 0.003, memory: 7076, top1_acc: 0.5039, top5_acc: 0.7672, loss_cls: 2.0961, loss: 2.0961, grad_norm: 5.4364 2021-02-10 18:48:47,370 - mmaction - INFO - Epoch [6][3100/3757] lr: 1.000e-02, eta: 23:00:40, time: 0.387, data_time: 0.006, memory: 7076, top1_acc: 0.4969, top5_acc: 0.7680, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.3880 2021-02-10 18:48:56,871 - mmaction - INFO - Epoch [6][3120/3757] lr: 1.000e-02, eta: 23:00:26, time: 0.475, data_time: 0.006, memory: 7076, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1016, loss: 2.1016, grad_norm: 5.3305 2021-02-10 18:49:06,288 - mmaction - INFO - Epoch [6][3140/3757] lr: 1.000e-02, eta: 23:00:12, time: 0.471, data_time: 0.003, memory: 7076, top1_acc: 0.4992, top5_acc: 0.7570, loss_cls: 2.0894, loss: 2.0894, grad_norm: 5.2419 2021-02-10 18:49:14,813 - mmaction - INFO - Epoch [6][3160/3757] lr: 1.000e-02, eta: 22:59:50, time: 0.422, data_time: 0.001, memory: 7076, top1_acc: 0.4859, top5_acc: 0.7547, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.1999 2021-02-10 18:49:23,994 - mmaction - INFO - Epoch [6][3180/3757] lr: 1.000e-02, eta: 22:59:34, time: 0.461, data_time: 0.006, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7547, loss_cls: 2.0781, loss: 2.0781, grad_norm: 5.2166 2021-02-10 18:49:32,303 - mmaction - INFO - Epoch [6][3200/3757] lr: 1.000e-02, eta: 22:59:12, time: 0.417, data_time: 0.003, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7688, loss_cls: 2.0170, loss: 2.0170, grad_norm: 5.1741 2021-02-10 18:49:44,373 - mmaction - INFO - Epoch [6][3220/3757] lr: 1.000e-02, eta: 22:59:18, time: 0.602, data_time: 0.003, memory: 7076, top1_acc: 0.5188, top5_acc: 0.7641, loss_cls: 2.0655, loss: 2.0655, grad_norm: 5.3533 2021-02-10 18:49:51,844 - mmaction - INFO - Epoch [6][3240/3757] lr: 1.000e-02, eta: 22:58:49, time: 0.374, data_time: 0.004, memory: 7076, top1_acc: 0.5242, top5_acc: 0.7547, loss_cls: 2.0565, loss: 2.0565, grad_norm: 5.3120 2021-02-10 18:50:02,123 - mmaction - INFO - Epoch [6][3260/3757] lr: 1.000e-02, eta: 22:58:40, time: 0.504, data_time: 0.009, memory: 7076, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.0898, loss: 2.0898, grad_norm: 5.3940 2021-02-10 18:50:09,995 - mmaction - INFO - Epoch [6][3280/3757] lr: 1.000e-02, eta: 22:58:16, time: 0.405, data_time: 0.013, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7664, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.3980 2021-02-10 18:50:18,422 - mmaction - INFO - Epoch [6][3300/3757] lr: 1.000e-02, eta: 22:57:54, time: 0.422, data_time: 0.001, memory: 7076, top1_acc: 0.5227, top5_acc: 0.7789, loss_cls: 2.0082, loss: 2.0082, grad_norm: 5.2814 2021-02-10 18:50:27,807 - mmaction - INFO - Epoch [6][3320/3757] lr: 1.000e-02, eta: 22:57:39, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7617, loss_cls: 2.0322, loss: 2.0322, grad_norm: 5.2441 2021-02-10 18:50:37,010 - mmaction - INFO - Epoch [6][3340/3757] lr: 1.000e-02, eta: 22:57:23, time: 0.458, data_time: 0.055, memory: 7076, top1_acc: 0.4953, top5_acc: 0.7516, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.4116 2021-02-10 18:50:46,026 - mmaction - INFO - Epoch [6][3360/3757] lr: 1.000e-02, eta: 22:57:07, time: 0.452, data_time: 0.006, memory: 7076, top1_acc: 0.5062, top5_acc: 0.7641, loss_cls: 2.0324, loss: 2.0324, grad_norm: 5.2241 2021-02-10 18:50:55,435 - mmaction - INFO - Epoch [6][3380/3757] lr: 1.000e-02, eta: 22:56:52, time: 0.470, data_time: 0.002, memory: 7076, top1_acc: 0.5141, top5_acc: 0.7680, loss_cls: 2.0743, loss: 2.0743, grad_norm: 5.4737 2021-02-10 18:51:04,672 - mmaction - INFO - Epoch [6][3400/3757] lr: 1.000e-02, eta: 22:56:36, time: 0.459, data_time: 0.007, memory: 7076, top1_acc: 0.5297, top5_acc: 0.7664, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.3290 2021-02-10 18:51:13,581 - mmaction - INFO - Epoch [6][3420/3757] lr: 1.000e-02, eta: 22:56:19, time: 0.449, data_time: 0.011, memory: 7076, top1_acc: 0.4930, top5_acc: 0.7703, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.4496 2021-02-10 18:51:24,140 - mmaction - INFO - Epoch [6][3440/3757] lr: 1.000e-02, eta: 22:56:13, time: 0.523, data_time: 0.004, memory: 7076, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.1356, loss: 2.1356, grad_norm: 5.3683 2021-02-10 18:51:31,654 - mmaction - INFO - Epoch [6][3460/3757] lr: 1.000e-02, eta: 22:55:45, time: 0.380, data_time: 0.006, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.0982, loss: 2.0982, grad_norm: 5.1580 2021-02-10 18:51:44,345 - mmaction - INFO - Epoch [6][3480/3757] lr: 1.000e-02, eta: 22:55:55, time: 0.632, data_time: 0.002, memory: 7076, top1_acc: 0.5328, top5_acc: 0.7797, loss_cls: 1.9147, loss: 1.9147, grad_norm: 5.1029 2021-02-10 18:51:51,693 - mmaction - INFO - Epoch [6][3500/3757] lr: 1.000e-02, eta: 22:55:26, time: 0.370, data_time: 0.006, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.0832, loss: 2.0832, grad_norm: 5.4681 2021-02-10 18:52:03,502 - mmaction - INFO - Epoch [6][3520/3757] lr: 1.000e-02, eta: 22:55:30, time: 0.590, data_time: 0.006, memory: 7076, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0522, loss: 2.0522, grad_norm: 4.9698 2021-02-10 18:52:10,913 - mmaction - INFO - Epoch [6][3540/3757] lr: 1.000e-02, eta: 22:55:01, time: 0.371, data_time: 0.002, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7719, loss_cls: 1.9951, loss: 1.9951, grad_norm: 5.3006 2021-02-10 18:52:23,031 - mmaction - INFO - Epoch [6][3560/3757] lr: 1.000e-02, eta: 22:55:06, time: 0.601, data_time: 0.046, memory: 7076, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1813, loss: 2.1813, grad_norm: 5.3351 2021-02-10 18:52:31,986 - mmaction - INFO - Epoch [6][3580/3757] lr: 1.000e-02, eta: 22:54:49, time: 0.452, data_time: 0.010, memory: 7076, top1_acc: 0.5437, top5_acc: 0.7734, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.2002 2021-02-10 18:52:43,269 - mmaction - INFO - Epoch [6][3600/3757] lr: 1.000e-02, eta: 22:54:49, time: 0.565, data_time: 0.002, memory: 7076, top1_acc: 0.5000, top5_acc: 0.7555, loss_cls: 2.0875, loss: 2.0875, grad_norm: 5.3315 2021-02-10 18:52:50,655 - mmaction - INFO - Epoch [6][3620/3757] lr: 1.000e-02, eta: 22:54:20, time: 0.370, data_time: 0.002, memory: 7076, top1_acc: 0.4805, top5_acc: 0.7461, loss_cls: 2.1806, loss: 2.1806, grad_norm: 5.4220 2021-02-10 18:52:59,597 - mmaction - INFO - Epoch [6][3640/3757] lr: 1.000e-02, eta: 22:54:02, time: 0.443, data_time: 0.073, memory: 7076, top1_acc: 0.5094, top5_acc: 0.7703, loss_cls: 2.0148, loss: 2.0148, grad_norm: 5.2638 2021-02-10 18:53:08,770 - mmaction - INFO - Epoch [6][3660/3757] lr: 1.000e-02, eta: 22:53:47, time: 0.462, data_time: 0.066, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 2.0596, loss: 2.0596, grad_norm: 5.4749 2021-02-10 18:53:19,187 - mmaction - INFO - Epoch [6][3680/3757] lr: 1.000e-02, eta: 22:53:40, time: 0.520, data_time: 0.093, memory: 7076, top1_acc: 0.5039, top5_acc: 0.7523, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.2258 2021-02-10 18:53:28,155 - mmaction - INFO - Epoch [6][3700/3757] lr: 1.000e-02, eta: 22:53:23, time: 0.449, data_time: 0.004, memory: 7076, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1997, loss: 2.1997, grad_norm: 5.2099 2021-02-10 18:53:37,485 - mmaction - INFO - Epoch [6][3720/3757] lr: 1.000e-02, eta: 22:53:08, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1622, loss: 2.1622, grad_norm: 5.4591 2021-02-10 18:53:47,492 - mmaction - INFO - Epoch [6][3740/3757] lr: 1.000e-02, eta: 22:52:57, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.4758, top5_acc: 0.7336, loss_cls: 2.1839, loss: 2.1839, grad_norm: 5.3322 2021-02-10 18:57:29,614 - mmaction - INFO - Epoch [7][20/3757] lr: 1.000e-02, eta: 23:14:23, time: 9.823, data_time: 9.338, memory: 7076, top1_acc: 0.5078, top5_acc: 0.7602, loss_cls: 2.0239, loss: 2.0239, grad_norm: 5.1736 2021-02-10 18:57:38,683 - mmaction - INFO - Epoch [7][40/3757] lr: 1.000e-02, eta: 23:14:05, time: 0.457, data_time: 0.052, memory: 7076, top1_acc: 0.5211, top5_acc: 0.7680, loss_cls: 2.0175, loss: 2.0175, grad_norm: 5.4235 2021-02-10 18:57:48,405 - mmaction - INFO - Epoch [7][60/3757] lr: 1.000e-02, eta: 23:13:50, time: 0.469, data_time: 0.003, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7812, loss_cls: 1.9147, loss: 1.9147, grad_norm: 5.2578 2021-02-10 18:57:56,592 - mmaction - INFO - Epoch [7][80/3757] lr: 1.000e-02, eta: 23:13:28, time: 0.426, data_time: 0.020, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7602, loss_cls: 2.0961, loss: 2.0961, grad_norm: 5.4389 2021-02-10 18:58:04,951 - mmaction - INFO - Epoch [7][100/3757] lr: 1.000e-02, eta: 23:13:05, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7937, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.4557 2021-02-10 18:58:15,322 - mmaction - INFO - Epoch [7][120/3757] lr: 1.000e-02, eta: 23:12:57, time: 0.520, data_time: 0.002, memory: 7076, top1_acc: 0.5266, top5_acc: 0.7789, loss_cls: 1.9577, loss: 1.9577, grad_norm: 5.2733 2021-02-10 18:58:23,726 - mmaction - INFO - Epoch [7][140/3757] lr: 1.000e-02, eta: 23:12:34, time: 0.419, data_time: 0.001, memory: 7076, top1_acc: 0.5094, top5_acc: 0.7492, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.2549 2021-02-10 18:58:34,376 - mmaction - INFO - Epoch [7][160/3757] lr: 1.000e-02, eta: 23:12:28, time: 0.532, data_time: 0.005, memory: 7076, top1_acc: 0.5250, top5_acc: 0.7789, loss_cls: 1.9585, loss: 1.9585, grad_norm: 5.2590 2021-02-10 18:58:42,615 - mmaction - INFO - Epoch [7][180/3757] lr: 1.000e-02, eta: 23:12:04, time: 0.413, data_time: 0.004, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 1.9630, loss: 1.9630, grad_norm: 5.1677 2021-02-10 18:58:51,766 - mmaction - INFO - Epoch [7][200/3757] lr: 1.000e-02, eta: 23:11:47, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7867, loss_cls: 1.9296, loss: 1.9296, grad_norm: 5.2465 2021-02-10 18:59:02,624 - mmaction - INFO - Epoch [7][220/3757] lr: 1.000e-02, eta: 23:11:42, time: 0.540, data_time: 0.001, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7797, loss_cls: 1.8627, loss: 1.8627, grad_norm: 5.0894 2021-02-10 18:59:10,582 - mmaction - INFO - Epoch [7][240/3757] lr: 1.000e-02, eta: 23:11:17, time: 0.401, data_time: 0.004, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7867, loss_cls: 1.9395, loss: 1.9395, grad_norm: 5.2037 2021-02-10 18:59:18,794 - mmaction - INFO - Epoch [7][260/3757] lr: 1.000e-02, eta: 23:10:53, time: 0.410, data_time: 0.002, memory: 7076, top1_acc: 0.5148, top5_acc: 0.7688, loss_cls: 1.9828, loss: 1.9828, grad_norm: 5.2626 2021-02-10 18:59:27,067 - mmaction - INFO - Epoch [7][280/3757] lr: 1.000e-02, eta: 23:10:29, time: 0.413, data_time: 0.001, memory: 7076, top1_acc: 0.5359, top5_acc: 0.7859, loss_cls: 1.9658, loss: 1.9658, grad_norm: 5.3068 2021-02-10 18:59:36,661 - mmaction - INFO - Epoch [7][300/3757] lr: 1.000e-02, eta: 23:10:15, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.5258, top5_acc: 0.7695, loss_cls: 1.9865, loss: 1.9865, grad_norm: 5.2914 2021-02-10 18:59:45,796 - mmaction - INFO - Epoch [7][320/3757] lr: 1.000e-02, eta: 23:09:58, time: 0.456, data_time: 0.007, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7797, loss_cls: 1.9739, loss: 1.9739, grad_norm: 5.3540 2021-02-10 18:59:54,810 - mmaction - INFO - Epoch [7][340/3757] lr: 1.000e-02, eta: 23:09:40, time: 0.455, data_time: 0.008, memory: 7076, top1_acc: 0.5188, top5_acc: 0.7805, loss_cls: 2.0262, loss: 2.0262, grad_norm: 5.4529 2021-02-10 19:00:03,911 - mmaction - INFO - Epoch [7][360/3757] lr: 1.000e-02, eta: 23:09:21, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.5211, top5_acc: 0.7789, loss_cls: 1.9600, loss: 1.9600, grad_norm: 5.2959 2021-02-10 19:00:11,488 - mmaction - INFO - Epoch [7][380/3757] lr: 1.000e-02, eta: 23:08:54, time: 0.388, data_time: 0.010, memory: 7076, top1_acc: 0.5078, top5_acc: 0.7625, loss_cls: 2.0544, loss: 2.0544, grad_norm: 5.2904 2021-02-10 19:00:21,699 - mmaction - INFO - Epoch [7][400/3757] lr: 1.000e-02, eta: 23:08:45, time: 0.510, data_time: 0.078, memory: 7076, top1_acc: 0.5359, top5_acc: 0.7656, loss_cls: 1.9947, loss: 1.9947, grad_norm: 5.2403 2021-02-10 19:00:29,559 - mmaction - INFO - Epoch [7][420/3757] lr: 1.000e-02, eta: 23:08:19, time: 0.393, data_time: 0.019, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9236, loss: 1.9236, grad_norm: 5.3660 2021-02-10 19:00:38,320 - mmaction - INFO - Epoch [7][440/3757] lr: 1.000e-02, eta: 23:07:59, time: 0.438, data_time: 0.001, memory: 7076, top1_acc: 0.5094, top5_acc: 0.7578, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.4075 2021-02-10 19:00:49,406 - mmaction - INFO - Epoch [7][460/3757] lr: 1.000e-02, eta: 23:07:56, time: 0.552, data_time: 0.002, memory: 7076, top1_acc: 0.5328, top5_acc: 0.7586, loss_cls: 2.0332, loss: 2.0332, grad_norm: 5.4551 2021-02-10 19:00:58,846 - mmaction - INFO - Epoch [7][480/3757] lr: 1.000e-02, eta: 23:07:41, time: 0.474, data_time: 0.004, memory: 7076, top1_acc: 0.5031, top5_acc: 0.7578, loss_cls: 2.0612, loss: 2.0612, grad_norm: 5.3217 2021-02-10 19:01:07,006 - mmaction - INFO - Epoch [7][500/3757] lr: 1.000e-02, eta: 23:07:17, time: 0.408, data_time: 0.001, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7773, loss_cls: 1.9802, loss: 1.9802, grad_norm: 5.1177 2021-02-10 19:01:15,507 - mmaction - INFO - Epoch [7][520/3757] lr: 1.000e-02, eta: 23:06:56, time: 0.425, data_time: 0.003, memory: 7076, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 1.9771, loss: 1.9771, grad_norm: 5.2893 2021-02-10 19:01:26,850 - mmaction - INFO - Epoch [7][540/3757] lr: 1.000e-02, eta: 23:06:54, time: 0.567, data_time: 0.001, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7820, loss_cls: 1.9334, loss: 1.9334, grad_norm: 5.2496 2021-02-10 19:01:35,103 - mmaction - INFO - Epoch [7][560/3757] lr: 1.000e-02, eta: 23:06:31, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7734, loss_cls: 1.9756, loss: 1.9756, grad_norm: 5.3405 2021-02-10 19:01:44,872 - mmaction - INFO - Epoch [7][580/3757] lr: 1.000e-02, eta: 23:06:19, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7672, loss_cls: 1.9763, loss: 1.9763, grad_norm: 5.3351 2021-02-10 19:01:53,041 - mmaction - INFO - Epoch [7][600/3757] lr: 1.000e-02, eta: 23:05:54, time: 0.404, data_time: 0.002, memory: 7076, top1_acc: 0.5164, top5_acc: 0.7680, loss_cls: 2.0064, loss: 2.0064, grad_norm: 5.2911 2021-02-10 19:02:03,751 - mmaction - INFO - Epoch [7][620/3757] lr: 1.000e-02, eta: 23:05:49, time: 0.539, data_time: 0.006, memory: 7076, top1_acc: 0.5055, top5_acc: 0.7547, loss_cls: 2.1324, loss: 2.1324, grad_norm: 5.4163 2021-02-10 19:02:12,505 - mmaction - INFO - Epoch [7][640/3757] lr: 1.000e-02, eta: 23:05:30, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.0095, loss: 2.0095, grad_norm: 5.2661 2021-02-10 19:02:22,556 - mmaction - INFO - Epoch [7][660/3757] lr: 1.000e-02, eta: 23:05:19, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 1.9255, loss: 1.9255, grad_norm: 5.2938 2021-02-10 19:02:29,771 - mmaction - INFO - Epoch [7][680/3757] lr: 1.000e-02, eta: 23:04:49, time: 0.361, data_time: 0.005, memory: 7076, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0026, loss: 2.0026, grad_norm: 5.3832 2021-02-10 19:02:38,775 - mmaction - INFO - Epoch [7][700/3757] lr: 1.000e-02, eta: 23:04:31, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.5234, top5_acc: 0.7672, loss_cls: 1.9835, loss: 1.9835, grad_norm: 5.4238 2021-02-10 19:02:50,840 - mmaction - INFO - Epoch [7][720/3757] lr: 1.000e-02, eta: 23:04:34, time: 0.598, data_time: 0.002, memory: 7076, top1_acc: 0.5148, top5_acc: 0.7688, loss_cls: 2.0555, loss: 2.0555, grad_norm: 5.4625 2021-02-10 19:02:59,277 - mmaction - INFO - Epoch [7][740/3757] lr: 1.000e-02, eta: 23:04:13, time: 0.427, data_time: 0.007, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0470, loss: 2.0470, grad_norm: 5.3922 2021-02-10 19:03:08,351 - mmaction - INFO - Epoch [7][760/3757] lr: 1.000e-02, eta: 23:03:55, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7734, loss_cls: 1.9693, loss: 1.9693, grad_norm: 5.2432 2021-02-10 19:03:16,683 - mmaction - INFO - Epoch [7][780/3757] lr: 1.000e-02, eta: 23:03:33, time: 0.419, data_time: 0.004, memory: 7076, top1_acc: 0.5195, top5_acc: 0.7539, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.3130 2021-02-10 19:03:28,474 - mmaction - INFO - Epoch [7][800/3757] lr: 1.000e-02, eta: 23:03:33, time: 0.579, data_time: 0.003, memory: 7076, top1_acc: 0.5234, top5_acc: 0.7672, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.4063 2021-02-10 19:03:36,966 - mmaction - INFO - Epoch [7][820/3757] lr: 1.000e-02, eta: 23:03:13, time: 0.435, data_time: 0.023, memory: 7076, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.0923, loss: 2.0923, grad_norm: 5.4003 2021-02-10 19:03:45,767 - mmaction - INFO - Epoch [7][840/3757] lr: 1.000e-02, eta: 23:02:54, time: 0.438, data_time: 0.003, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7680, loss_cls: 2.0861, loss: 2.0861, grad_norm: 5.5341 2021-02-10 19:03:54,158 - mmaction - INFO - Epoch [7][860/3757] lr: 1.000e-02, eta: 23:02:32, time: 0.422, data_time: 0.004, memory: 7076, top1_acc: 0.5047, top5_acc: 0.7586, loss_cls: 2.0594, loss: 2.0594, grad_norm: 5.2511 2021-02-10 19:04:03,570 - mmaction - INFO - Epoch [7][880/3757] lr: 1.000e-02, eta: 23:02:17, time: 0.468, data_time: 0.003, memory: 7076, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.1882, loss: 2.1882, grad_norm: 5.3720 2021-02-10 19:04:12,703 - mmaction - INFO - Epoch [7][900/3757] lr: 1.000e-02, eta: 23:02:00, time: 0.457, data_time: 0.003, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7859, loss_cls: 1.8831, loss: 1.8831, grad_norm: 5.0266 2021-02-10 19:04:20,040 - mmaction - INFO - Epoch [7][920/3757] lr: 1.000e-02, eta: 23:01:31, time: 0.368, data_time: 0.003, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.2805 2021-02-10 19:04:32,180 - mmaction - INFO - Epoch [7][940/3757] lr: 1.000e-02, eta: 23:01:35, time: 0.605, data_time: 0.002, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7688, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.4037 2021-02-10 19:04:44,915 - mmaction - INFO - Epoch [7][960/3757] lr: 1.000e-02, eta: 23:01:44, time: 0.638, data_time: 0.005, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7836, loss_cls: 1.9982, loss: 1.9982, grad_norm: 5.5106 2021-02-10 19:04:52,671 - mmaction - INFO - Epoch [7][980/3757] lr: 1.000e-02, eta: 23:01:17, time: 0.382, data_time: 0.003, memory: 7076, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.0732, loss: 2.0732, grad_norm: 5.4615 2021-02-10 19:05:03,462 - mmaction - INFO - Epoch [7][1000/3757] lr: 1.000e-02, eta: 23:01:13, time: 0.547, data_time: 0.011, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0171, loss: 2.0171, grad_norm: 5.2261 2021-02-10 19:05:11,038 - mmaction - INFO - Epoch [7][1020/3757] lr: 1.000e-02, eta: 23:00:44, time: 0.372, data_time: 0.001, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7664, loss_cls: 2.0284, loss: 2.0284, grad_norm: 5.2957 2021-02-10 19:05:20,389 - mmaction - INFO - Epoch [7][1040/3757] lr: 1.000e-02, eta: 23:00:30, time: 0.474, data_time: 0.010, memory: 7076, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1007, loss: 2.1007, grad_norm: 5.4191 2021-02-10 19:05:31,685 - mmaction - INFO - Epoch [7][1060/3757] lr: 1.000e-02, eta: 23:00:28, time: 0.562, data_time: 0.001, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 1.9996, loss: 1.9996, grad_norm: 5.1772 2021-02-10 19:05:40,216 - mmaction - INFO - Epoch [7][1080/3757] lr: 1.000e-02, eta: 23:00:07, time: 0.429, data_time: 0.005, memory: 7076, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.0221, loss: 2.0221, grad_norm: 5.2188 2021-02-10 19:05:51,839 - mmaction - INFO - Epoch [7][1100/3757] lr: 1.000e-02, eta: 23:00:07, time: 0.576, data_time: 0.002, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7789, loss_cls: 1.9756, loss: 1.9756, grad_norm: 5.3793 2021-02-10 19:05:59,963 - mmaction - INFO - Epoch [7][1120/3757] lr: 1.000e-02, eta: 22:59:44, time: 0.411, data_time: 0.007, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7680, loss_cls: 1.9747, loss: 1.9747, grad_norm: 5.2667 2021-02-10 19:06:08,742 - mmaction - INFO - Epoch [7][1140/3757] lr: 1.000e-02, eta: 22:59:25, time: 0.439, data_time: 0.001, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7625, loss_cls: 2.0791, loss: 2.0791, grad_norm: 5.2928 2021-02-10 19:06:17,813 - mmaction - INFO - Epoch [7][1160/3757] lr: 1.000e-02, eta: 22:59:08, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7836, loss_cls: 1.9000, loss: 1.9000, grad_norm: 5.2507 2021-02-10 19:06:27,107 - mmaction - INFO - Epoch [7][1180/3757] lr: 1.000e-02, eta: 22:58:52, time: 0.466, data_time: 0.050, memory: 7076, top1_acc: 0.5133, top5_acc: 0.7656, loss_cls: 2.0772, loss: 2.0772, grad_norm: 5.2974 2021-02-10 19:06:35,053 - mmaction - INFO - Epoch [7][1200/3757] lr: 1.000e-02, eta: 22:58:27, time: 0.396, data_time: 0.002, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7820, loss_cls: 1.9778, loss: 1.9778, grad_norm: 5.2318 2021-02-10 19:06:44,871 - mmaction - INFO - Epoch [7][1220/3757] lr: 1.000e-02, eta: 22:58:16, time: 0.493, data_time: 0.033, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7648, loss_cls: 2.0452, loss: 2.0452, grad_norm: 5.5029 2021-02-10 19:06:53,027 - mmaction - INFO - Epoch [7][1240/3757] lr: 1.000e-02, eta: 22:57:52, time: 0.406, data_time: 0.001, memory: 7076, top1_acc: 0.5266, top5_acc: 0.7586, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.3798 2021-02-10 19:07:01,747 - mmaction - INFO - Epoch [7][1260/3757] lr: 1.000e-02, eta: 22:57:33, time: 0.438, data_time: 0.003, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7664, loss_cls: 2.0717, loss: 2.0717, grad_norm: 5.3246 2021-02-10 19:07:10,437 - mmaction - INFO - Epoch [7][1280/3757] lr: 1.000e-02, eta: 22:57:13, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 2.0391, loss: 2.0391, grad_norm: 5.3990 2021-02-10 19:07:19,159 - mmaction - INFO - Epoch [7][1300/3757] lr: 1.000e-02, eta: 22:56:54, time: 0.435, data_time: 0.001, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7656, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.2031 2021-02-10 19:07:27,690 - mmaction - INFO - Epoch [7][1320/3757] lr: 1.000e-02, eta: 22:56:33, time: 0.426, data_time: 0.005, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7609, loss_cls: 2.0749, loss: 2.0749, grad_norm: 5.3918 2021-02-10 19:07:36,255 - mmaction - INFO - Epoch [7][1340/3757] lr: 1.000e-02, eta: 22:56:13, time: 0.428, data_time: 0.002, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7812, loss_cls: 2.0467, loss: 2.0467, grad_norm: 5.3827 2021-02-10 19:07:45,239 - mmaction - INFO - Epoch [7][1360/3757] lr: 1.000e-02, eta: 22:55:55, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0160, loss: 2.0160, grad_norm: 5.4359 2021-02-10 19:07:54,440 - mmaction - INFO - Epoch [7][1380/3757] lr: 1.000e-02, eta: 22:55:39, time: 0.459, data_time: 0.001, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7859, loss_cls: 1.9714, loss: 1.9714, grad_norm: 5.2825 2021-02-10 19:08:02,324 - mmaction - INFO - Epoch [7][1400/3757] lr: 1.000e-02, eta: 22:55:14, time: 0.395, data_time: 0.006, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7875, loss_cls: 1.9309, loss: 1.9309, grad_norm: 5.1604 2021-02-10 19:08:11,634 - mmaction - INFO - Epoch [7][1420/3757] lr: 1.000e-02, eta: 22:54:59, time: 0.465, data_time: 0.029, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7742, loss_cls: 1.9565, loss: 1.9565, grad_norm: 5.3690 2021-02-10 19:08:21,173 - mmaction - INFO - Epoch [7][1440/3757] lr: 1.000e-02, eta: 22:54:45, time: 0.477, data_time: 0.047, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7953, loss_cls: 1.9145, loss: 1.9145, grad_norm: 5.1573 2021-02-10 19:08:29,142 - mmaction - INFO - Epoch [7][1460/3757] lr: 1.000e-02, eta: 22:54:21, time: 0.399, data_time: 0.024, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7742, loss_cls: 2.0179, loss: 2.0179, grad_norm: 5.2767 2021-02-10 19:08:37,617 - mmaction - INFO - Epoch [7][1480/3757] lr: 1.000e-02, eta: 22:54:00, time: 0.423, data_time: 0.055, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7688, loss_cls: 2.0321, loss: 2.0321, grad_norm: 5.3290 2021-02-10 19:08:47,153 - mmaction - INFO - Epoch [7][1500/3757] lr: 1.000e-02, eta: 22:53:46, time: 0.477, data_time: 0.004, memory: 7076, top1_acc: 0.5062, top5_acc: 0.7734, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.3799 2021-02-10 19:08:55,144 - mmaction - INFO - Epoch [7][1520/3757] lr: 1.000e-02, eta: 22:53:22, time: 0.399, data_time: 0.002, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7727, loss_cls: 2.0111, loss: 2.0111, grad_norm: 5.1958 2021-02-10 19:09:04,777 - mmaction - INFO - Epoch [7][1540/3757] lr: 1.000e-02, eta: 22:53:09, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.5039, top5_acc: 0.7609, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.1276 2021-02-10 19:09:15,590 - mmaction - INFO - Epoch [7][1560/3757] lr: 1.000e-02, eta: 22:53:03, time: 0.536, data_time: 0.001, memory: 7076, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.0854, loss: 2.0854, grad_norm: 5.2920 2021-02-10 19:09:23,334 - mmaction - INFO - Epoch [7][1580/3757] lr: 1.000e-02, eta: 22:52:38, time: 0.392, data_time: 0.010, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7906, loss_cls: 1.8722, loss: 1.8722, grad_norm: 5.0383 2021-02-10 19:09:32,656 - mmaction - INFO - Epoch [7][1600/3757] lr: 1.000e-02, eta: 22:52:23, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7711, loss_cls: 2.0017, loss: 2.0017, grad_norm: 5.3293 2021-02-10 19:09:42,095 - mmaction - INFO - Epoch [7][1620/3757] lr: 1.000e-02, eta: 22:52:09, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7758, loss_cls: 2.0330, loss: 2.0330, grad_norm: 5.3993 2021-02-10 19:09:50,001 - mmaction - INFO - Epoch [7][1640/3757] lr: 1.000e-02, eta: 22:51:44, time: 0.397, data_time: 0.003, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7836, loss_cls: 1.9272, loss: 1.9272, grad_norm: 5.2668 2021-02-10 19:09:59,645 - mmaction - INFO - Epoch [7][1660/3757] lr: 1.000e-02, eta: 22:51:31, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.5227, top5_acc: 0.7734, loss_cls: 1.9810, loss: 1.9810, grad_norm: 5.2900 2021-02-10 19:10:07,004 - mmaction - INFO - Epoch [7][1680/3757] lr: 1.000e-02, eta: 22:51:03, time: 0.370, data_time: 0.004, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7805, loss_cls: 1.9815, loss: 1.9815, grad_norm: 5.3600 2021-02-10 19:10:16,097 - mmaction - INFO - Epoch [7][1700/3757] lr: 1.000e-02, eta: 22:50:46, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.5211, top5_acc: 0.7680, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.2851 2021-02-10 19:10:24,952 - mmaction - INFO - Epoch [7][1720/3757] lr: 1.000e-02, eta: 22:50:28, time: 0.443, data_time: 0.003, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7742, loss_cls: 2.0296, loss: 2.0296, grad_norm: 5.2186 2021-02-10 19:10:33,658 - mmaction - INFO - Epoch [7][1740/3757] lr: 1.000e-02, eta: 22:50:09, time: 0.435, data_time: 0.003, memory: 7076, top1_acc: 0.5078, top5_acc: 0.7406, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.2757 2021-02-10 19:10:43,949 - mmaction - INFO - Epoch [7][1760/3757] lr: 1.000e-02, eta: 22:50:01, time: 0.514, data_time: 0.006, memory: 7076, top1_acc: 0.5172, top5_acc: 0.7672, loss_cls: 2.0391, loss: 2.0391, grad_norm: 5.3836 2021-02-10 19:10:52,065 - mmaction - INFO - Epoch [7][1780/3757] lr: 1.000e-02, eta: 22:49:38, time: 0.407, data_time: 0.003, memory: 7076, top1_acc: 0.5164, top5_acc: 0.7797, loss_cls: 1.9923, loss: 1.9923, grad_norm: 5.3949 2021-02-10 19:11:00,773 - mmaction - INFO - Epoch [7][1800/3757] lr: 1.000e-02, eta: 22:49:19, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.5047, top5_acc: 0.7516, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.3596 2021-02-10 19:11:09,565 - mmaction - INFO - Epoch [7][1820/3757] lr: 1.000e-02, eta: 22:49:00, time: 0.440, data_time: 0.002, memory: 7076, top1_acc: 0.4828, top5_acc: 0.7578, loss_cls: 2.1532, loss: 2.1532, grad_norm: 5.5226 2021-02-10 19:11:18,670 - mmaction - INFO - Epoch [7][1840/3757] lr: 1.000e-02, eta: 22:48:43, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.5062, top5_acc: 0.7570, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.2344 2021-02-10 19:11:27,192 - mmaction - INFO - Epoch [7][1860/3757] lr: 1.000e-02, eta: 22:48:24, time: 0.435, data_time: 0.011, memory: 7076, top1_acc: 0.5211, top5_acc: 0.7688, loss_cls: 1.9863, loss: 1.9863, grad_norm: 5.2808 2021-02-10 19:11:35,486 - mmaction - INFO - Epoch [7][1880/3757] lr: 1.000e-02, eta: 22:48:01, time: 0.412, data_time: 0.003, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7664, loss_cls: 2.0448, loss: 2.0448, grad_norm: 5.2487 2021-02-10 19:11:44,875 - mmaction - INFO - Epoch [7][1900/3757] lr: 1.000e-02, eta: 22:47:47, time: 0.473, data_time: 0.004, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0085, loss: 2.0085, grad_norm: 5.3180 2021-02-10 19:11:54,192 - mmaction - INFO - Epoch [7][1920/3757] lr: 1.000e-02, eta: 22:47:32, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7688, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.3417 2021-02-10 19:12:03,950 - mmaction - INFO - Epoch [7][1940/3757] lr: 1.000e-02, eta: 22:47:21, time: 0.490, data_time: 0.006, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7937, loss_cls: 1.9106, loss: 1.9106, grad_norm: 5.3036 2021-02-10 19:12:12,684 - mmaction - INFO - Epoch [7][1960/3757] lr: 1.000e-02, eta: 22:47:01, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7609, loss_cls: 2.0406, loss: 2.0406, grad_norm: 5.3099 2021-02-10 19:12:20,156 - mmaction - INFO - Epoch [7][1980/3757] lr: 1.000e-02, eta: 22:46:35, time: 0.376, data_time: 0.003, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7555, loss_cls: 2.1127, loss: 2.1127, grad_norm: 5.4293 2021-02-10 19:12:29,772 - mmaction - INFO - Epoch [7][2000/3757] lr: 1.000e-02, eta: 22:46:22, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7625, loss_cls: 1.9581, loss: 1.9581, grad_norm: 5.1623 2021-02-10 19:12:39,789 - mmaction - INFO - Epoch [7][2020/3757] lr: 1.000e-02, eta: 22:46:09, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7664, loss_cls: 2.0179, loss: 2.0179, grad_norm: 5.3104 2021-02-10 19:12:47,699 - mmaction - INFO - Epoch [7][2040/3757] lr: 1.000e-02, eta: 22:45:47, time: 0.413, data_time: 0.026, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 1.9934, loss: 1.9934, grad_norm: 5.2770 2021-02-10 19:12:57,673 - mmaction - INFO - Epoch [7][2060/3757] lr: 1.000e-02, eta: 22:45:37, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7742, loss_cls: 1.9855, loss: 1.9855, grad_norm: 5.3599 2021-02-10 19:13:05,989 - mmaction - INFO - Epoch [7][2080/3757] lr: 1.000e-02, eta: 22:45:15, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.4583 2021-02-10 19:13:15,481 - mmaction - INFO - Epoch [7][2100/3757] lr: 1.000e-02, eta: 22:45:01, time: 0.470, data_time: 0.002, memory: 7076, top1_acc: 0.5359, top5_acc: 0.7758, loss_cls: 2.0025, loss: 2.0025, grad_norm: 5.3484 2021-02-10 19:13:25,215 - mmaction - INFO - Epoch [7][2120/3757] lr: 1.000e-02, eta: 22:44:50, time: 0.490, data_time: 0.008, memory: 7076, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.6157 2021-02-10 19:13:33,588 - mmaction - INFO - Epoch [7][2140/3757] lr: 1.000e-02, eta: 22:44:27, time: 0.410, data_time: 0.001, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7758, loss_cls: 2.0308, loss: 2.0308, grad_norm: 5.3596 2021-02-10 19:13:42,793 - mmaction - INFO - Epoch [7][2160/3757] lr: 1.000e-02, eta: 22:44:13, time: 0.468, data_time: 0.011, memory: 7076, top1_acc: 0.5164, top5_acc: 0.7742, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.4221 2021-02-10 19:13:50,870 - mmaction - INFO - Epoch [7][2180/3757] lr: 1.000e-02, eta: 22:43:50, time: 0.405, data_time: 0.002, memory: 7076, top1_acc: 0.5219, top5_acc: 0.7773, loss_cls: 2.0002, loss: 2.0002, grad_norm: 5.3228 2021-02-10 19:13:59,487 - mmaction - INFO - Epoch [7][2200/3757] lr: 1.000e-02, eta: 22:43:30, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.5148, top5_acc: 0.7711, loss_cls: 1.9909, loss: 1.9909, grad_norm: 5.2356 2021-02-10 19:14:08,559 - mmaction - INFO - Epoch [7][2220/3757] lr: 1.000e-02, eta: 22:43:14, time: 0.458, data_time: 0.011, memory: 7076, top1_acc: 0.5000, top5_acc: 0.7641, loss_cls: 2.0416, loss: 2.0416, grad_norm: 5.3320 2021-02-10 19:14:18,073 - mmaction - INFO - Epoch [7][2240/3757] lr: 1.000e-02, eta: 22:43:01, time: 0.480, data_time: 0.006, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7742, loss_cls: 2.0128, loss: 2.0128, grad_norm: 5.2037 2021-02-10 19:14:27,643 - mmaction - INFO - Epoch [7][2260/3757] lr: 1.000e-02, eta: 22:42:48, time: 0.478, data_time: 0.005, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7820, loss_cls: 1.9386, loss: 1.9386, grad_norm: 5.2462 2021-02-10 19:14:36,477 - mmaction - INFO - Epoch [7][2280/3757] lr: 1.000e-02, eta: 22:42:30, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7969, loss_cls: 1.9345, loss: 1.9345, grad_norm: 5.3989 2021-02-10 19:14:46,372 - mmaction - INFO - Epoch [7][2300/3757] lr: 1.000e-02, eta: 22:42:19, time: 0.495, data_time: 0.017, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7961, loss_cls: 1.8392, loss: 1.8392, grad_norm: 5.1897 2021-02-10 19:14:56,029 - mmaction - INFO - Epoch [7][2320/3757] lr: 1.000e-02, eta: 22:42:07, time: 0.482, data_time: 0.003, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 1.9873, loss: 1.9873, grad_norm: 5.4065 2021-02-10 19:15:04,442 - mmaction - INFO - Epoch [7][2340/3757] lr: 1.000e-02, eta: 22:41:46, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.5250, top5_acc: 0.7703, loss_cls: 2.0076, loss: 2.0076, grad_norm: 5.5470 2021-02-10 19:15:13,834 - mmaction - INFO - Epoch [7][2360/3757] lr: 1.000e-02, eta: 22:41:31, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7781, loss_cls: 2.0076, loss: 2.0076, grad_norm: 5.3832 2021-02-10 19:15:21,969 - mmaction - INFO - Epoch [7][2380/3757] lr: 1.000e-02, eta: 22:41:09, time: 0.408, data_time: 0.006, memory: 7076, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.3794 2021-02-10 19:15:30,160 - mmaction - INFO - Epoch [7][2400/3757] lr: 1.000e-02, eta: 22:40:48, time: 0.413, data_time: 0.005, memory: 7076, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0054, loss: 2.0054, grad_norm: 5.2514 2021-02-10 19:15:40,170 - mmaction - INFO - Epoch [7][2420/3757] lr: 1.000e-02, eta: 22:40:35, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7695, loss_cls: 1.9455, loss: 1.9455, grad_norm: 5.2383 2021-02-10 19:15:49,100 - mmaction - INFO - Epoch [7][2440/3757] lr: 1.000e-02, eta: 22:40:20, time: 0.467, data_time: 0.027, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7625, loss_cls: 2.0393, loss: 2.0393, grad_norm: 5.3713 2021-02-10 19:15:58,666 - mmaction - INFO - Epoch [7][2460/3757] lr: 1.000e-02, eta: 22:40:04, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7672, loss_cls: 1.9967, loss: 1.9967, grad_norm: 5.2599 2021-02-10 19:16:06,968 - mmaction - INFO - Epoch [7][2480/3757] lr: 1.000e-02, eta: 22:39:46, time: 0.437, data_time: 0.026, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0457, loss: 2.0457, grad_norm: 5.3532 2021-02-10 19:16:15,265 - mmaction - INFO - Epoch [7][2500/3757] lr: 1.000e-02, eta: 22:39:25, time: 0.414, data_time: 0.001, memory: 7076, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.5121 2021-02-10 19:16:26,005 - mmaction - INFO - Epoch [7][2520/3757] lr: 1.000e-02, eta: 22:39:19, time: 0.536, data_time: 0.027, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 2.0362, loss: 2.0362, grad_norm: 5.4799 2021-02-10 19:16:34,249 - mmaction - INFO - Epoch [7][2540/3757] lr: 1.000e-02, eta: 22:38:58, time: 0.414, data_time: 0.007, memory: 7076, top1_acc: 0.4969, top5_acc: 0.7547, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.1807 2021-02-10 19:16:43,732 - mmaction - INFO - Epoch [7][2560/3757] lr: 1.000e-02, eta: 22:38:44, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.4961, top5_acc: 0.7703, loss_cls: 2.0807, loss: 2.0807, grad_norm: 5.3014 2021-02-10 19:16:51,340 - mmaction - INFO - Epoch [7][2580/3757] lr: 1.000e-02, eta: 22:38:19, time: 0.381, data_time: 0.001, memory: 7076, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.2753 2021-02-10 19:17:00,461 - mmaction - INFO - Epoch [7][2600/3757] lr: 1.000e-02, eta: 22:38:01, time: 0.442, data_time: 0.000, memory: 7076, top1_acc: 0.5078, top5_acc: 0.7789, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.1869 2021-02-10 19:17:08,622 - mmaction - INFO - Epoch [7][2620/3757] lr: 1.000e-02, eta: 22:37:41, time: 0.422, data_time: 0.015, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7703, loss_cls: 2.0337, loss: 2.0337, grad_norm: 5.5085 2021-02-10 19:17:17,826 - mmaction - INFO - Epoch [7][2640/3757] lr: 1.000e-02, eta: 22:37:25, time: 0.458, data_time: 0.003, memory: 7076, top1_acc: 0.5031, top5_acc: 0.7602, loss_cls: 2.0624, loss: 2.0624, grad_norm: 5.5324 2021-02-10 19:17:26,528 - mmaction - INFO - Epoch [7][2660/3757] lr: 1.000e-02, eta: 22:37:07, time: 0.436, data_time: 0.011, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 2.0246, loss: 2.0246, grad_norm: 5.2655 2021-02-10 19:17:37,029 - mmaction - INFO - Epoch [7][2680/3757] lr: 1.000e-02, eta: 22:37:00, time: 0.524, data_time: 0.001, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7594, loss_cls: 2.0098, loss: 2.0098, grad_norm: 5.3042 2021-02-10 19:17:46,069 - mmaction - INFO - Epoch [7][2700/3757] lr: 1.000e-02, eta: 22:36:44, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7656, loss_cls: 1.9605, loss: 1.9605, grad_norm: 5.2539 2021-02-10 19:17:54,060 - mmaction - INFO - Epoch [7][2720/3757] lr: 1.000e-02, eta: 22:36:21, time: 0.399, data_time: 0.009, memory: 7076, top1_acc: 0.5266, top5_acc: 0.7680, loss_cls: 2.0289, loss: 2.0289, grad_norm: 5.2584 2021-02-10 19:18:02,898 - mmaction - INFO - Epoch [7][2740/3757] lr: 1.000e-02, eta: 22:36:04, time: 0.443, data_time: 0.003, memory: 7076, top1_acc: 0.4922, top5_acc: 0.7711, loss_cls: 2.0317, loss: 2.0317, grad_norm: 5.4976 2021-02-10 19:18:10,929 - mmaction - INFO - Epoch [7][2760/3757] lr: 1.000e-02, eta: 22:35:41, time: 0.402, data_time: 0.001, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.2880 2021-02-10 19:18:21,138 - mmaction - INFO - Epoch [7][2780/3757] lr: 1.000e-02, eta: 22:35:32, time: 0.509, data_time: 0.003, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7672, loss_cls: 1.9724, loss: 1.9724, grad_norm: 5.2182 2021-02-10 19:18:30,639 - mmaction - INFO - Epoch [7][2800/3757] lr: 1.000e-02, eta: 22:35:18, time: 0.472, data_time: 0.003, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7609, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.2044 2021-02-10 19:18:40,099 - mmaction - INFO - Epoch [7][2820/3757] lr: 1.000e-02, eta: 22:35:05, time: 0.475, data_time: 0.004, memory: 7076, top1_acc: 0.4992, top5_acc: 0.7555, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.2954 2021-02-10 19:18:49,087 - mmaction - INFO - Epoch [7][2840/3757] lr: 1.000e-02, eta: 22:34:49, time: 0.451, data_time: 0.086, memory: 7076, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 2.0537, loss: 2.0537, grad_norm: 5.3931 2021-02-10 19:18:59,485 - mmaction - INFO - Epoch [7][2860/3757] lr: 1.000e-02, eta: 22:34:40, time: 0.513, data_time: 0.037, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7734, loss_cls: 2.0062, loss: 2.0062, grad_norm: 5.1224 2021-02-10 19:19:08,149 - mmaction - INFO - Epoch [7][2880/3757] lr: 1.000e-02, eta: 22:34:23, time: 0.440, data_time: 0.008, memory: 7076, top1_acc: 0.5297, top5_acc: 0.7633, loss_cls: 2.0583, loss: 2.0583, grad_norm: 5.3118 2021-02-10 19:19:18,791 - mmaction - INFO - Epoch [7][2900/3757] lr: 1.000e-02, eta: 22:34:16, time: 0.529, data_time: 0.004, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7648, loss_cls: 1.9753, loss: 1.9753, grad_norm: 5.2037 2021-02-10 19:19:26,617 - mmaction - INFO - Epoch [7][2920/3757] lr: 1.000e-02, eta: 22:33:53, time: 0.394, data_time: 0.006, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.0223, loss: 2.0223, grad_norm: 5.2434 2021-02-10 19:19:36,596 - mmaction - INFO - Epoch [7][2940/3757] lr: 1.000e-02, eta: 22:33:43, time: 0.499, data_time: 0.046, memory: 7076, top1_acc: 0.5094, top5_acc: 0.7695, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.2415 2021-02-10 19:19:45,704 - mmaction - INFO - Epoch [7][2960/3757] lr: 1.000e-02, eta: 22:33:27, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.5234, top5_acc: 0.7719, loss_cls: 2.0462, loss: 2.0462, grad_norm: 5.2384 2021-02-10 19:19:57,010 - mmaction - INFO - Epoch [7][2980/3757] lr: 1.000e-02, eta: 22:33:25, time: 0.567, data_time: 0.003, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7672, loss_cls: 1.9616, loss: 1.9616, grad_norm: 5.2825 2021-02-10 19:20:04,821 - mmaction - INFO - Epoch [7][3000/3757] lr: 1.000e-02, eta: 22:33:01, time: 0.391, data_time: 0.007, memory: 7076, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.3774 2021-02-10 19:20:14,188 - mmaction - INFO - Epoch [7][3020/3757] lr: 1.000e-02, eta: 22:32:47, time: 0.467, data_time: 0.025, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7703, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.2867 2021-02-10 19:20:24,208 - mmaction - INFO - Epoch [7][3040/3757] lr: 1.000e-02, eta: 22:32:37, time: 0.500, data_time: 0.005, memory: 7076, top1_acc: 0.5062, top5_acc: 0.7727, loss_cls: 2.0676, loss: 2.0676, grad_norm: 5.2797 2021-02-10 19:20:31,695 - mmaction - INFO - Epoch [7][3060/3757] lr: 1.000e-02, eta: 22:32:11, time: 0.377, data_time: 0.004, memory: 7076, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 1.9613, loss: 1.9613, grad_norm: 5.0680 2021-02-10 19:20:40,855 - mmaction - INFO - Epoch [7][3080/3757] lr: 1.000e-02, eta: 22:31:56, time: 0.458, data_time: 0.007, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7719, loss_cls: 1.9654, loss: 1.9654, grad_norm: 5.1611 2021-02-10 19:20:49,430 - mmaction - INFO - Epoch [7][3100/3757] lr: 1.000e-02, eta: 22:31:37, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.5234, top5_acc: 0.7711, loss_cls: 1.9860, loss: 1.9860, grad_norm: 5.3048 2021-02-10 19:21:00,619 - mmaction - INFO - Epoch [7][3120/3757] lr: 1.000e-02, eta: 22:31:34, time: 0.557, data_time: 0.001, memory: 7076, top1_acc: 0.5211, top5_acc: 0.7672, loss_cls: 1.9807, loss: 1.9807, grad_norm: 5.3154 2021-02-10 19:21:09,217 - mmaction - INFO - Epoch [7][3140/3757] lr: 1.000e-02, eta: 22:31:16, time: 0.433, data_time: 0.006, memory: 7076, top1_acc: 0.5211, top5_acc: 0.7758, loss_cls: 1.9790, loss: 1.9790, grad_norm: 5.3432 2021-02-10 19:21:18,043 - mmaction - INFO - Epoch [7][3160/3757] lr: 1.000e-02, eta: 22:30:58, time: 0.437, data_time: 0.000, memory: 7076, top1_acc: 0.5328, top5_acc: 0.7734, loss_cls: 1.9521, loss: 1.9521, grad_norm: 5.1482 2021-02-10 19:21:27,761 - mmaction - INFO - Epoch [7][3180/3757] lr: 1.000e-02, eta: 22:30:47, time: 0.490, data_time: 0.007, memory: 7076, top1_acc: 0.5266, top5_acc: 0.7633, loss_cls: 1.9976, loss: 1.9976, grad_norm: 5.1848 2021-02-10 19:21:36,700 - mmaction - INFO - Epoch [7][3200/3757] lr: 1.000e-02, eta: 22:30:30, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7672, loss_cls: 1.9923, loss: 1.9923, grad_norm: 5.2368 2021-02-10 19:21:46,813 - mmaction - INFO - Epoch [7][3220/3757] lr: 1.000e-02, eta: 22:30:21, time: 0.507, data_time: 0.009, memory: 7076, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.1172, loss: 2.1172, grad_norm: 5.3025 2021-02-10 19:21:55,649 - mmaction - INFO - Epoch [7][3240/3757] lr: 1.000e-02, eta: 22:30:03, time: 0.442, data_time: 0.003, memory: 7076, top1_acc: 0.5258, top5_acc: 0.7703, loss_cls: 1.9974, loss: 1.9974, grad_norm: 5.1208 2021-02-10 19:22:03,663 - mmaction - INFO - Epoch [7][3260/3757] lr: 1.000e-02, eta: 22:29:41, time: 0.401, data_time: 0.030, memory: 7076, top1_acc: 0.5273, top5_acc: 0.7625, loss_cls: 1.9694, loss: 1.9694, grad_norm: 5.2411 2021-02-10 19:22:14,441 - mmaction - INFO - Epoch [7][3280/3757] lr: 1.000e-02, eta: 22:29:35, time: 0.536, data_time: 0.042, memory: 7076, top1_acc: 0.5219, top5_acc: 0.7664, loss_cls: 2.0261, loss: 2.0261, grad_norm: 5.2624 2021-02-10 19:22:21,788 - mmaction - INFO - Epoch [7][3300/3757] lr: 1.000e-02, eta: 22:29:09, time: 0.370, data_time: 0.006, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7773, loss_cls: 1.9609, loss: 1.9609, grad_norm: 5.3117 2021-02-10 19:22:31,058 - mmaction - INFO - Epoch [7][3320/3757] lr: 1.000e-02, eta: 22:28:55, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.0851, loss: 2.0851, grad_norm: 5.4794 2021-02-10 19:22:40,389 - mmaction - INFO - Epoch [7][3340/3757] lr: 1.000e-02, eta: 22:28:40, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.5211, top5_acc: 0.7797, loss_cls: 1.9895, loss: 1.9895, grad_norm: 5.2216 2021-02-10 19:22:48,412 - mmaction - INFO - Epoch [7][3360/3757] lr: 1.000e-02, eta: 22:28:18, time: 0.400, data_time: 0.006, memory: 7076, top1_acc: 0.4961, top5_acc: 0.7477, loss_cls: 2.1534, loss: 2.1534, grad_norm: 5.5266 2021-02-10 19:22:59,005 - mmaction - INFO - Epoch [7][3380/3757] lr: 1.000e-02, eta: 22:28:12, time: 0.530, data_time: 0.005, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7820, loss_cls: 1.9562, loss: 1.9562, grad_norm: 5.3876 2021-02-10 19:23:07,413 - mmaction - INFO - Epoch [7][3400/3757] lr: 1.000e-02, eta: 22:27:52, time: 0.423, data_time: 0.006, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7898, loss_cls: 1.8980, loss: 1.8980, grad_norm: 5.2404 2021-02-10 19:23:18,857 - mmaction - INFO - Epoch [7][3420/3757] lr: 1.000e-02, eta: 22:27:51, time: 0.570, data_time: 0.003, memory: 7076, top1_acc: 0.5008, top5_acc: 0.7609, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.4090 2021-02-10 19:23:26,535 - mmaction - INFO - Epoch [7][3440/3757] lr: 1.000e-02, eta: 22:27:27, time: 0.386, data_time: 0.003, memory: 7076, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0250, loss: 2.0250, grad_norm: 5.3495 2021-02-10 19:23:35,584 - mmaction - INFO - Epoch [7][3460/3757] lr: 1.000e-02, eta: 22:27:11, time: 0.452, data_time: 0.002, memory: 7076, top1_acc: 0.5000, top5_acc: 0.7617, loss_cls: 2.0936, loss: 2.0936, grad_norm: 5.5061 2021-02-10 19:23:44,952 - mmaction - INFO - Epoch [7][3480/3757] lr: 1.000e-02, eta: 22:26:56, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0924, loss: 2.0924, grad_norm: 5.5169 2021-02-10 19:23:55,197 - mmaction - INFO - Epoch [7][3500/3757] lr: 1.000e-02, eta: 22:26:49, time: 0.517, data_time: 0.007, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7609, loss_cls: 2.0538, loss: 2.0538, grad_norm: 5.4007 2021-02-10 19:24:03,438 - mmaction - INFO - Epoch [7][3520/3757] lr: 1.000e-02, eta: 22:26:28, time: 0.411, data_time: 0.004, memory: 7076, top1_acc: 0.5047, top5_acc: 0.7609, loss_cls: 2.1022, loss: 2.1022, grad_norm: 5.3086 2021-02-10 19:24:11,785 - mmaction - INFO - Epoch [7][3540/3757] lr: 1.000e-02, eta: 22:26:08, time: 0.419, data_time: 0.004, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7812, loss_cls: 1.9374, loss: 1.9374, grad_norm: 5.1375 2021-02-10 19:24:20,142 - mmaction - INFO - Epoch [7][3560/3757] lr: 1.000e-02, eta: 22:25:48, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0224, loss: 2.0224, grad_norm: 5.4749 2021-02-10 19:24:29,922 - mmaction - INFO - Epoch [7][3580/3757] lr: 1.000e-02, eta: 22:25:36, time: 0.488, data_time: 0.004, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9470, loss: 1.9470, grad_norm: 5.2038 2021-02-10 19:24:38,703 - mmaction - INFO - Epoch [7][3600/3757] lr: 1.000e-02, eta: 22:25:19, time: 0.438, data_time: 0.002, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0068, loss: 2.0068, grad_norm: 5.0677 2021-02-10 19:24:46,871 - mmaction - INFO - Epoch [7][3620/3757] lr: 1.000e-02, eta: 22:24:58, time: 0.410, data_time: 0.004, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7852, loss_cls: 1.9647, loss: 1.9647, grad_norm: 5.4518 2021-02-10 19:24:55,710 - mmaction - INFO - Epoch [7][3640/3757] lr: 1.000e-02, eta: 22:24:41, time: 0.442, data_time: 0.032, memory: 7076, top1_acc: 0.5000, top5_acc: 0.7516, loss_cls: 2.0962, loss: 2.0962, grad_norm: 5.2706 2021-02-10 19:25:05,264 - mmaction - INFO - Epoch [7][3660/3757] lr: 1.000e-02, eta: 22:24:28, time: 0.477, data_time: 0.027, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7891, loss_cls: 1.9405, loss: 1.9405, grad_norm: 5.1390 2021-02-10 19:25:13,520 - mmaction - INFO - Epoch [7][3680/3757] lr: 1.000e-02, eta: 22:24:07, time: 0.412, data_time: 0.032, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7805, loss_cls: 1.9871, loss: 1.9871, grad_norm: 5.3279 2021-02-10 19:25:22,385 - mmaction - INFO - Epoch [7][3700/3757] lr: 1.000e-02, eta: 22:23:51, time: 0.445, data_time: 0.004, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7367, loss_cls: 2.1190, loss: 2.1190, grad_norm: 5.2208 2021-02-10 19:25:30,876 - mmaction - INFO - Epoch [7][3720/3757] lr: 1.000e-02, eta: 22:23:31, time: 0.424, data_time: 0.000, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0679, loss: 2.0679, grad_norm: 5.2233 2021-02-10 19:25:40,273 - mmaction - INFO - Epoch [7][3740/3757] lr: 1.000e-02, eta: 22:23:17, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0216, loss: 2.0216, grad_norm: 5.1530 2021-02-10 19:29:03,967 - mmaction - INFO - Epoch [8][20/3757] lr: 1.000e-02, eta: 22:39:56, time: 9.210, data_time: 8.734, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7961, loss_cls: 1.8479, loss: 1.8479, grad_norm: 5.1403 2021-02-10 19:29:14,297 - mmaction - INFO - Epoch [8][40/3757] lr: 1.000e-02, eta: 22:39:48, time: 0.519, data_time: 0.008, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7773, loss_cls: 1.9271, loss: 1.9271, grad_norm: 5.2659 2021-02-10 19:29:21,696 - mmaction - INFO - Epoch [8][60/3757] lr: 1.000e-02, eta: 22:39:21, time: 0.368, data_time: 0.002, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7812, loss_cls: 1.9554, loss: 1.9554, grad_norm: 5.1424 2021-02-10 19:29:31,038 - mmaction - INFO - Epoch [8][80/3757] lr: 1.000e-02, eta: 22:39:06, time: 0.469, data_time: 0.036, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7930, loss_cls: 1.8991, loss: 1.8991, grad_norm: 5.2583 2021-02-10 19:29:39,381 - mmaction - INFO - Epoch [8][100/3757] lr: 1.000e-02, eta: 22:38:45, time: 0.417, data_time: 0.047, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7812, loss_cls: 1.9146, loss: 1.9146, grad_norm: 5.2743 2021-02-10 19:29:49,607 - mmaction - INFO - Epoch [8][120/3757] lr: 1.000e-02, eta: 22:38:36, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.5297, top5_acc: 0.8086, loss_cls: 1.8646, loss: 1.8646, grad_norm: 5.1987 2021-02-10 19:29:58,406 - mmaction - INFO - Epoch [8][140/3757] lr: 1.000e-02, eta: 22:38:18, time: 0.442, data_time: 0.027, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7883, loss_cls: 1.9232, loss: 1.9232, grad_norm: 5.3510 2021-02-10 19:30:07,867 - mmaction - INFO - Epoch [8][160/3757] lr: 1.000e-02, eta: 22:38:02, time: 0.454, data_time: 0.005, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7766, loss_cls: 1.9547, loss: 1.9547, grad_norm: 5.3621 2021-02-10 19:30:16,193 - mmaction - INFO - Epoch [8][180/3757] lr: 1.000e-02, eta: 22:37:43, time: 0.433, data_time: 0.020, memory: 7076, top1_acc: 0.5148, top5_acc: 0.7586, loss_cls: 2.0478, loss: 2.0478, grad_norm: 5.4832 2021-02-10 19:30:26,254 - mmaction - INFO - Epoch [8][200/3757] lr: 1.000e-02, eta: 22:37:32, time: 0.495, data_time: 0.003, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7773, loss_cls: 1.9500, loss: 1.9500, grad_norm: 5.2892 2021-02-10 19:30:33,707 - mmaction - INFO - Epoch [8][220/3757] lr: 1.000e-02, eta: 22:37:07, time: 0.383, data_time: 0.011, memory: 7076, top1_acc: 0.5227, top5_acc: 0.7656, loss_cls: 2.0375, loss: 2.0375, grad_norm: 5.3744 2021-02-10 19:30:42,713 - mmaction - INFO - Epoch [8][240/3757] lr: 1.000e-02, eta: 22:36:50, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7828, loss_cls: 1.9181, loss: 1.9181, grad_norm: 5.3534 2021-02-10 19:30:50,939 - mmaction - INFO - Epoch [8][260/3757] lr: 1.000e-02, eta: 22:36:28, time: 0.409, data_time: 0.001, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 1.9890, loss: 1.9890, grad_norm: 5.2338 2021-02-10 19:31:00,115 - mmaction - INFO - Epoch [8][280/3757] lr: 1.000e-02, eta: 22:36:13, time: 0.461, data_time: 0.004, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7875, loss_cls: 1.9434, loss: 1.9434, grad_norm: 5.2282 2021-02-10 19:31:08,290 - mmaction - INFO - Epoch [8][300/3757] lr: 1.000e-02, eta: 22:35:51, time: 0.407, data_time: 0.001, memory: 7076, top1_acc: 0.5195, top5_acc: 0.7617, loss_cls: 2.0533, loss: 2.0533, grad_norm: 5.2238 2021-02-10 19:31:18,133 - mmaction - INFO - Epoch [8][320/3757] lr: 1.000e-02, eta: 22:35:40, time: 0.494, data_time: 0.003, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.8428, loss: 1.8428, grad_norm: 5.2079 2021-02-10 19:31:26,600 - mmaction - INFO - Epoch [8][340/3757] lr: 1.000e-02, eta: 22:35:20, time: 0.423, data_time: 0.005, memory: 7076, top1_acc: 0.5188, top5_acc: 0.7852, loss_cls: 1.9161, loss: 1.9161, grad_norm: 5.3550 2021-02-10 19:31:36,171 - mmaction - INFO - Epoch [8][360/3757] lr: 1.000e-02, eta: 22:35:06, time: 0.479, data_time: 0.004, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7570, loss_cls: 1.9943, loss: 1.9943, grad_norm: 5.4073 2021-02-10 19:31:43,563 - mmaction - INFO - Epoch [8][380/3757] lr: 1.000e-02, eta: 22:34:40, time: 0.369, data_time: 0.002, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7781, loss_cls: 1.9227, loss: 1.9227, grad_norm: 5.3773 2021-02-10 19:31:52,829 - mmaction - INFO - Epoch [8][400/3757] lr: 1.000e-02, eta: 22:34:25, time: 0.464, data_time: 0.003, memory: 7076, top1_acc: 0.5219, top5_acc: 0.7664, loss_cls: 1.9317, loss: 1.9317, grad_norm: 5.3024 2021-02-10 19:32:01,158 - mmaction - INFO - Epoch [8][420/3757] lr: 1.000e-02, eta: 22:34:04, time: 0.416, data_time: 0.001, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7852, loss_cls: 1.9757, loss: 1.9757, grad_norm: 5.3470 2021-02-10 19:32:11,126 - mmaction - INFO - Epoch [8][440/3757] lr: 1.000e-02, eta: 22:33:52, time: 0.488, data_time: 0.002, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7773, loss_cls: 1.9850, loss: 1.9850, grad_norm: 5.3144 2021-02-10 19:32:19,277 - mmaction - INFO - Epoch [8][460/3757] lr: 1.000e-02, eta: 22:33:32, time: 0.419, data_time: 0.012, memory: 7076, top1_acc: 0.5266, top5_acc: 0.7727, loss_cls: 1.9535, loss: 1.9535, grad_norm: 5.4495 2021-02-10 19:32:28,412 - mmaction - INFO - Epoch [8][480/3757] lr: 1.000e-02, eta: 22:33:16, time: 0.454, data_time: 0.019, memory: 7076, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.9309, loss: 1.9309, grad_norm: 5.2896 2021-02-10 19:32:39,843 - mmaction - INFO - Epoch [8][500/3757] lr: 1.000e-02, eta: 22:33:14, time: 0.573, data_time: 0.005, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7930, loss_cls: 1.8797, loss: 1.8797, grad_norm: 5.2678 2021-02-10 19:32:47,961 - mmaction - INFO - Epoch [8][520/3757] lr: 1.000e-02, eta: 22:32:52, time: 0.407, data_time: 0.004, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7703, loss_cls: 1.9475, loss: 1.9475, grad_norm: 5.1812 2021-02-10 19:32:57,469 - mmaction - INFO - Epoch [8][540/3757] lr: 1.000e-02, eta: 22:32:39, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7836, loss_cls: 1.8807, loss: 1.8807, grad_norm: 5.2927 2021-02-10 19:33:05,626 - mmaction - INFO - Epoch [8][560/3757] lr: 1.000e-02, eta: 22:32:17, time: 0.409, data_time: 0.002, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7922, loss_cls: 1.8876, loss: 1.8876, grad_norm: 5.2063 2021-02-10 19:33:16,534 - mmaction - INFO - Epoch [8][580/3757] lr: 1.000e-02, eta: 22:32:12, time: 0.545, data_time: 0.005, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7992, loss_cls: 1.8456, loss: 1.8456, grad_norm: 5.3417 2021-02-10 19:33:24,106 - mmaction - INFO - Epoch [8][600/3757] lr: 1.000e-02, eta: 22:31:47, time: 0.379, data_time: 0.003, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7578, loss_cls: 1.9800, loss: 1.9800, grad_norm: 5.2777 2021-02-10 19:33:32,884 - mmaction - INFO - Epoch [8][620/3757] lr: 1.000e-02, eta: 22:31:29, time: 0.440, data_time: 0.002, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7805, loss_cls: 1.9362, loss: 1.9362, grad_norm: 5.2538 2021-02-10 19:33:43,930 - mmaction - INFO - Epoch [8][640/3757] lr: 1.000e-02, eta: 22:31:25, time: 0.550, data_time: 0.001, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7937, loss_cls: 1.9004, loss: 1.9004, grad_norm: 5.4043 2021-02-10 19:33:52,482 - mmaction - INFO - Epoch [8][660/3757] lr: 1.000e-02, eta: 22:31:06, time: 0.430, data_time: 0.008, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.8889, loss: 1.8889, grad_norm: 5.3139 2021-02-10 19:34:02,409 - mmaction - INFO - Epoch [8][680/3757] lr: 1.000e-02, eta: 22:30:55, time: 0.496, data_time: 0.112, memory: 7076, top1_acc: 0.5422, top5_acc: 0.7875, loss_cls: 1.9349, loss: 1.9349, grad_norm: 5.1810 2021-02-10 19:34:10,591 - mmaction - INFO - Epoch [8][700/3757] lr: 1.000e-02, eta: 22:30:33, time: 0.409, data_time: 0.001, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7719, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.2576 2021-02-10 19:34:18,775 - mmaction - INFO - Epoch [8][720/3757] lr: 1.000e-02, eta: 22:30:12, time: 0.410, data_time: 0.003, memory: 7076, top1_acc: 0.5273, top5_acc: 0.7742, loss_cls: 1.9357, loss: 1.9357, grad_norm: 5.1334 2021-02-10 19:34:27,351 - mmaction - INFO - Epoch [8][740/3757] lr: 1.000e-02, eta: 22:29:53, time: 0.428, data_time: 0.028, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0409, loss: 2.0409, grad_norm: 5.2897 2021-02-10 19:34:36,549 - mmaction - INFO - Epoch [8][760/3757] lr: 1.000e-02, eta: 22:29:37, time: 0.459, data_time: 0.003, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7617, loss_cls: 2.0052, loss: 2.0052, grad_norm: 5.4012 2021-02-10 19:34:45,774 - mmaction - INFO - Epoch [8][780/3757] lr: 1.000e-02, eta: 22:29:22, time: 0.462, data_time: 0.004, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7781, loss_cls: 1.9517, loss: 1.9517, grad_norm: 5.3448 2021-02-10 19:34:54,146 - mmaction - INFO - Epoch [8][800/3757] lr: 1.000e-02, eta: 22:29:02, time: 0.419, data_time: 0.004, memory: 7076, top1_acc: 0.5234, top5_acc: 0.7922, loss_cls: 1.8944, loss: 1.8944, grad_norm: 5.2055 2021-02-10 19:35:03,491 - mmaction - INFO - Epoch [8][820/3757] lr: 1.000e-02, eta: 22:28:48, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7891, loss_cls: 1.8962, loss: 1.8962, grad_norm: 5.3016 2021-02-10 19:35:11,865 - mmaction - INFO - Epoch [8][840/3757] lr: 1.000e-02, eta: 22:28:28, time: 0.419, data_time: 0.001, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7797, loss_cls: 1.9075, loss: 1.9075, grad_norm: 5.1753 2021-02-10 19:35:21,126 - mmaction - INFO - Epoch [8][860/3757] lr: 1.000e-02, eta: 22:28:13, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.9174, loss: 1.9174, grad_norm: 5.2680 2021-02-10 19:35:30,549 - mmaction - INFO - Epoch [8][880/3757] lr: 1.000e-02, eta: 22:27:59, time: 0.474, data_time: 0.004, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7602, loss_cls: 2.0048, loss: 2.0048, grad_norm: 5.3321 2021-02-10 19:35:39,504 - mmaction - INFO - Epoch [8][900/3757] lr: 1.000e-02, eta: 22:27:42, time: 0.442, data_time: 0.005, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7734, loss_cls: 1.9773, loss: 1.9773, grad_norm: 5.2813 2021-02-10 19:35:47,284 - mmaction - INFO - Epoch [8][920/3757] lr: 1.000e-02, eta: 22:27:19, time: 0.394, data_time: 0.008, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0399, loss: 2.0399, grad_norm: 5.3332 2021-02-10 19:35:56,370 - mmaction - INFO - Epoch [8][940/3757] lr: 1.000e-02, eta: 22:27:03, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 1.9993, loss: 1.9993, grad_norm: 5.3622 2021-02-10 19:36:05,233 - mmaction - INFO - Epoch [8][960/3757] lr: 1.000e-02, eta: 22:26:46, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7898, loss_cls: 1.9187, loss: 1.9187, grad_norm: 5.3098 2021-02-10 19:36:13,963 - mmaction - INFO - Epoch [8][980/3757] lr: 1.000e-02, eta: 22:26:27, time: 0.430, data_time: 0.024, memory: 7076, top1_acc: 0.5227, top5_acc: 0.7734, loss_cls: 1.9741, loss: 1.9741, grad_norm: 5.4346 2021-02-10 19:36:22,319 - mmaction - INFO - Epoch [8][1000/3757] lr: 1.000e-02, eta: 22:26:08, time: 0.425, data_time: 0.008, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7727, loss_cls: 1.9370, loss: 1.9370, grad_norm: 5.2618 2021-02-10 19:36:30,926 - mmaction - INFO - Epoch [8][1020/3757] lr: 1.000e-02, eta: 22:25:49, time: 0.429, data_time: 0.049, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7648, loss_cls: 1.9655, loss: 1.9655, grad_norm: 5.2515 2021-02-10 19:36:40,438 - mmaction - INFO - Epoch [8][1040/3757] lr: 1.000e-02, eta: 22:25:36, time: 0.477, data_time: 0.069, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9205, loss: 1.9205, grad_norm: 5.2508 2021-02-10 19:36:49,383 - mmaction - INFO - Epoch [8][1060/3757] lr: 1.000e-02, eta: 22:25:19, time: 0.447, data_time: 0.051, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9063, loss: 1.9063, grad_norm: 5.2405 2021-02-10 19:36:57,611 - mmaction - INFO - Epoch [8][1080/3757] lr: 1.000e-02, eta: 22:24:59, time: 0.411, data_time: 0.042, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7789, loss_cls: 1.9852, loss: 1.9852, grad_norm: 5.5020 2021-02-10 19:37:07,325 - mmaction - INFO - Epoch [8][1100/3757] lr: 1.000e-02, eta: 22:24:46, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7766, loss_cls: 1.9367, loss: 1.9367, grad_norm: 5.1314 2021-02-10 19:37:16,070 - mmaction - INFO - Epoch [8][1120/3757] lr: 1.000e-02, eta: 22:24:29, time: 0.438, data_time: 0.003, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7922, loss_cls: 1.8443, loss: 1.8443, grad_norm: 5.1504 2021-02-10 19:37:23,418 - mmaction - INFO - Epoch [8][1140/3757] lr: 1.000e-02, eta: 22:24:03, time: 0.367, data_time: 0.001, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7812, loss_cls: 1.8804, loss: 1.8804, grad_norm: 5.2470 2021-02-10 19:37:32,920 - mmaction - INFO - Epoch [8][1160/3757] lr: 1.000e-02, eta: 22:23:50, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7937, loss_cls: 1.8776, loss: 1.8776, grad_norm: 5.1740 2021-02-10 19:37:41,354 - mmaction - INFO - Epoch [8][1180/3757] lr: 1.000e-02, eta: 22:23:27, time: 0.395, data_time: 0.001, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.9296, loss: 1.9296, grad_norm: 5.4859 2021-02-10 19:37:49,435 - mmaction - INFO - Epoch [8][1200/3757] lr: 1.000e-02, eta: 22:23:09, time: 0.431, data_time: 0.028, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7930, loss_cls: 1.8815, loss: 1.8815, grad_norm: 5.2235 2021-02-10 19:37:58,833 - mmaction - INFO - Epoch [8][1220/3757] lr: 1.000e-02, eta: 22:22:55, time: 0.470, data_time: 0.002, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7805, loss_cls: 1.9893, loss: 1.9893, grad_norm: 5.3673 2021-02-10 19:38:07,015 - mmaction - INFO - Epoch [8][1240/3757] lr: 1.000e-02, eta: 22:22:34, time: 0.409, data_time: 0.022, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7641, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.3601 2021-02-10 19:38:15,656 - mmaction - INFO - Epoch [8][1260/3757] lr: 1.000e-02, eta: 22:22:16, time: 0.432, data_time: 0.002, memory: 7076, top1_acc: 0.5039, top5_acc: 0.7703, loss_cls: 2.0452, loss: 2.0452, grad_norm: 5.4592 2021-02-10 19:38:26,558 - mmaction - INFO - Epoch [8][1280/3757] lr: 1.000e-02, eta: 22:22:10, time: 0.545, data_time: 0.015, memory: 7076, top1_acc: 0.5219, top5_acc: 0.7711, loss_cls: 2.0133, loss: 2.0133, grad_norm: 5.3738 2021-02-10 19:38:34,296 - mmaction - INFO - Epoch [8][1300/3757] lr: 1.000e-02, eta: 22:21:46, time: 0.378, data_time: 0.001, memory: 7076, top1_acc: 0.5430, top5_acc: 0.7758, loss_cls: 1.9619, loss: 1.9619, grad_norm: 5.2790 2021-02-10 19:38:43,157 - mmaction - INFO - Epoch [8][1320/3757] lr: 1.000e-02, eta: 22:21:30, time: 0.451, data_time: 0.072, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7758, loss_cls: 1.9476, loss: 1.9476, grad_norm: 5.2678 2021-02-10 19:38:51,646 - mmaction - INFO - Epoch [8][1340/3757] lr: 1.000e-02, eta: 22:21:11, time: 0.425, data_time: 0.022, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7633, loss_cls: 1.9533, loss: 1.9533, grad_norm: 5.2737 2021-02-10 19:38:59,853 - mmaction - INFO - Epoch [8][1360/3757] lr: 1.000e-02, eta: 22:20:50, time: 0.409, data_time: 0.002, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7820, loss_cls: 1.9373, loss: 1.9373, grad_norm: 5.1418 2021-02-10 19:39:10,200 - mmaction - INFO - Epoch [8][1380/3757] lr: 1.000e-02, eta: 22:20:42, time: 0.519, data_time: 0.003, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7609, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.3590 2021-02-10 19:39:18,667 - mmaction - INFO - Epoch [8][1400/3757] lr: 1.000e-02, eta: 22:20:22, time: 0.416, data_time: 0.015, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7844, loss_cls: 1.9203, loss: 1.9203, grad_norm: 5.3103 2021-02-10 19:39:28,190 - mmaction - INFO - Epoch [8][1420/3757] lr: 1.000e-02, eta: 22:20:10, time: 0.483, data_time: 0.012, memory: 7076, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0060, loss: 2.0060, grad_norm: 5.3491 2021-02-10 19:39:37,889 - mmaction - INFO - Epoch [8][1440/3757] lr: 1.000e-02, eta: 22:19:57, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 1.9721, loss: 1.9721, grad_norm: 5.3081 2021-02-10 19:39:47,306 - mmaction - INFO - Epoch [8][1460/3757] lr: 1.000e-02, eta: 22:19:44, time: 0.475, data_time: 0.007, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7820, loss_cls: 1.9789, loss: 1.9789, grad_norm: 5.3024 2021-02-10 19:39:55,234 - mmaction - INFO - Epoch [8][1480/3757] lr: 1.000e-02, eta: 22:19:21, time: 0.391, data_time: 0.009, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7672, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.3815 2021-02-10 19:40:03,947 - mmaction - INFO - Epoch [8][1500/3757] lr: 1.000e-02, eta: 22:19:04, time: 0.441, data_time: 0.058, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7867, loss_cls: 1.9522, loss: 1.9522, grad_norm: 5.3992 2021-02-10 19:40:12,267 - mmaction - INFO - Epoch [8][1520/3757] lr: 1.000e-02, eta: 22:18:44, time: 0.416, data_time: 0.007, memory: 7076, top1_acc: 0.5078, top5_acc: 0.7570, loss_cls: 2.0252, loss: 2.0252, grad_norm: 5.3797 2021-02-10 19:40:21,652 - mmaction - INFO - Epoch [8][1540/3757] lr: 1.000e-02, eta: 22:18:30, time: 0.465, data_time: 0.016, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7883, loss_cls: 1.9152, loss: 1.9152, grad_norm: 5.2077 2021-02-10 19:40:30,037 - mmaction - INFO - Epoch [8][1560/3757] lr: 1.000e-02, eta: 22:18:11, time: 0.423, data_time: 0.008, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7773, loss_cls: 2.0340, loss: 2.0340, grad_norm: 5.3475 2021-02-10 19:40:38,753 - mmaction - INFO - Epoch [8][1580/3757] lr: 1.000e-02, eta: 22:17:53, time: 0.431, data_time: 0.021, memory: 7076, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.3481 2021-02-10 19:40:47,153 - mmaction - INFO - Epoch [8][1600/3757] lr: 1.000e-02, eta: 22:17:34, time: 0.426, data_time: 0.007, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 2.0446, loss: 2.0446, grad_norm: 5.1974 2021-02-10 19:40:57,169 - mmaction - INFO - Epoch [8][1620/3757] lr: 1.000e-02, eta: 22:17:23, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.5430, top5_acc: 0.7719, loss_cls: 1.9775, loss: 1.9775, grad_norm: 5.2658 2021-02-10 19:41:05,562 - mmaction - INFO - Epoch [8][1640/3757] lr: 1.000e-02, eta: 22:17:04, time: 0.422, data_time: 0.005, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7742, loss_cls: 1.9539, loss: 1.9539, grad_norm: 5.1831 2021-02-10 19:41:13,597 - mmaction - INFO - Epoch [8][1660/3757] lr: 1.000e-02, eta: 22:16:43, time: 0.401, data_time: 0.001, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7922, loss_cls: 1.8346, loss: 1.8346, grad_norm: 5.1571 2021-02-10 19:41:22,744 - mmaction - INFO - Epoch [8][1680/3757] lr: 1.000e-02, eta: 22:16:27, time: 0.454, data_time: 0.008, memory: 7076, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.4955 2021-02-10 19:41:31,404 - mmaction - INFO - Epoch [8][1700/3757] lr: 1.000e-02, eta: 22:16:10, time: 0.437, data_time: 0.005, memory: 7076, top1_acc: 0.5359, top5_acc: 0.7727, loss_cls: 1.9671, loss: 1.9671, grad_norm: 5.1867 2021-02-10 19:41:39,969 - mmaction - INFO - Epoch [8][1720/3757] lr: 1.000e-02, eta: 22:15:51, time: 0.425, data_time: 0.001, memory: 7076, top1_acc: 0.5078, top5_acc: 0.7680, loss_cls: 2.0468, loss: 2.0468, grad_norm: 5.2477 2021-02-10 19:41:48,969 - mmaction - INFO - Epoch [8][1740/3757] lr: 1.000e-02, eta: 22:15:36, time: 0.452, data_time: 0.009, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7750, loss_cls: 1.9640, loss: 1.9640, grad_norm: 5.1151 2021-02-10 19:41:57,543 - mmaction - INFO - Epoch [8][1760/3757] lr: 1.000e-02, eta: 22:15:17, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7859, loss_cls: 1.9081, loss: 1.9081, grad_norm: 5.3297 2021-02-10 19:42:06,738 - mmaction - INFO - Epoch [8][1780/3757] lr: 1.000e-02, eta: 22:15:03, time: 0.461, data_time: 0.003, memory: 7076, top1_acc: 0.5258, top5_acc: 0.7797, loss_cls: 1.9424, loss: 1.9424, grad_norm: 5.2919 2021-02-10 19:42:15,936 - mmaction - INFO - Epoch [8][1800/3757] lr: 1.000e-02, eta: 22:14:48, time: 0.459, data_time: 0.001, memory: 7076, top1_acc: 0.5258, top5_acc: 0.7836, loss_cls: 1.8778, loss: 1.8778, grad_norm: 5.3748 2021-02-10 19:42:24,561 - mmaction - INFO - Epoch [8][1820/3757] lr: 1.000e-02, eta: 22:14:29, time: 0.426, data_time: 0.002, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7688, loss_cls: 1.9551, loss: 1.9551, grad_norm: 5.2244 2021-02-10 19:42:32,870 - mmaction - INFO - Epoch [8][1840/3757] lr: 1.000e-02, eta: 22:14:10, time: 0.422, data_time: 0.007, memory: 7076, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.0851, loss: 2.0851, grad_norm: 5.3028 2021-02-10 19:42:41,859 - mmaction - INFO - Epoch [8][1860/3757] lr: 1.000e-02, eta: 22:13:53, time: 0.442, data_time: 0.038, memory: 7076, top1_acc: 0.5359, top5_acc: 0.7781, loss_cls: 1.9636, loss: 1.9636, grad_norm: 5.4413 2021-02-10 19:42:52,107 - mmaction - INFO - Epoch [8][1880/3757] lr: 1.000e-02, eta: 22:13:45, time: 0.519, data_time: 0.009, memory: 7076, top1_acc: 0.5430, top5_acc: 0.8000, loss_cls: 1.8608, loss: 1.8608, grad_norm: 5.3088 2021-02-10 19:43:00,340 - mmaction - INFO - Epoch [8][1900/3757] lr: 1.000e-02, eta: 22:13:25, time: 0.407, data_time: 0.006, memory: 7076, top1_acc: 0.4992, top5_acc: 0.7562, loss_cls: 2.0406, loss: 2.0406, grad_norm: 5.5579 2021-02-10 19:43:08,840 - mmaction - INFO - Epoch [8][1920/3757] lr: 1.000e-02, eta: 22:13:07, time: 0.430, data_time: 0.005, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7797, loss_cls: 1.8803, loss: 1.8803, grad_norm: 5.2214 2021-02-10 19:43:17,993 - mmaction - INFO - Epoch [8][1940/3757] lr: 1.000e-02, eta: 22:12:52, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7742, loss_cls: 1.9960, loss: 1.9960, grad_norm: 5.4021 2021-02-10 19:43:26,837 - mmaction - INFO - Epoch [8][1960/3757] lr: 1.000e-02, eta: 22:12:35, time: 0.443, data_time: 0.003, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7773, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.3355 2021-02-10 19:43:35,610 - mmaction - INFO - Epoch [8][1980/3757] lr: 1.000e-02, eta: 22:12:18, time: 0.438, data_time: 0.002, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7680, loss_cls: 2.0137, loss: 2.0137, grad_norm: 5.3111 2021-02-10 19:43:43,652 - mmaction - INFO - Epoch [8][2000/3757] lr: 1.000e-02, eta: 22:11:57, time: 0.403, data_time: 0.008, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7828, loss_cls: 1.9280, loss: 1.9280, grad_norm: 5.2295 2021-02-10 19:43:51,972 - mmaction - INFO - Epoch [8][2020/3757] lr: 1.000e-02, eta: 22:11:37, time: 0.412, data_time: 0.001, memory: 7076, top1_acc: 0.5414, top5_acc: 0.8094, loss_cls: 1.9210, loss: 1.9210, grad_norm: 5.3100 2021-02-10 19:44:00,820 - mmaction - INFO - Epoch [8][2040/3757] lr: 1.000e-02, eta: 22:11:21, time: 0.446, data_time: 0.007, memory: 7076, top1_acc: 0.5258, top5_acc: 0.7797, loss_cls: 1.9409, loss: 1.9409, grad_norm: 5.3710 2021-02-10 19:44:09,747 - mmaction - INFO - Epoch [8][2060/3757] lr: 1.000e-02, eta: 22:11:04, time: 0.445, data_time: 0.029, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7766, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.2918 2021-02-10 19:44:17,916 - mmaction - INFO - Epoch [8][2080/3757] lr: 1.000e-02, eta: 22:10:44, time: 0.408, data_time: 0.009, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7906, loss_cls: 1.8832, loss: 1.8832, grad_norm: 5.3059 2021-02-10 19:44:27,214 - mmaction - INFO - Epoch [8][2100/3757] lr: 1.000e-02, eta: 22:10:30, time: 0.466, data_time: 0.026, memory: 7076, top1_acc: 0.5008, top5_acc: 0.7680, loss_cls: 2.0246, loss: 2.0246, grad_norm: 5.4791 2021-02-10 19:44:36,334 - mmaction - INFO - Epoch [8][2120/3757] lr: 1.000e-02, eta: 22:10:14, time: 0.445, data_time: 0.052, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7641, loss_cls: 2.0047, loss: 2.0047, grad_norm: 5.3988 2021-02-10 19:44:43,992 - mmaction - INFO - Epoch [8][2140/3757] lr: 1.000e-02, eta: 22:09:52, time: 0.394, data_time: 0.012, memory: 7076, top1_acc: 0.5227, top5_acc: 0.7914, loss_cls: 1.9427, loss: 1.9427, grad_norm: 5.2593 2021-02-10 19:44:52,904 - mmaction - INFO - Epoch [8][2160/3757] lr: 1.000e-02, eta: 22:09:36, time: 0.445, data_time: 0.003, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7781, loss_cls: 1.9853, loss: 1.9853, grad_norm: 5.2426 2021-02-10 19:45:02,519 - mmaction - INFO - Epoch [8][2180/3757] lr: 1.000e-02, eta: 22:09:23, time: 0.479, data_time: 0.038, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7789, loss_cls: 1.9970, loss: 1.9970, grad_norm: 5.3376 2021-02-10 19:45:11,518 - mmaction - INFO - Epoch [8][2200/3757] lr: 1.000e-02, eta: 22:09:08, time: 0.452, data_time: 0.003, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7828, loss_cls: 1.9053, loss: 1.9053, grad_norm: 5.3406 2021-02-10 19:45:19,967 - mmaction - INFO - Epoch [8][2220/3757] lr: 1.000e-02, eta: 22:08:49, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 1.9479, loss: 1.9479, grad_norm: 5.3333 2021-02-10 19:45:28,868 - mmaction - INFO - Epoch [8][2240/3757] lr: 1.000e-02, eta: 22:08:33, time: 0.447, data_time: 0.002, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7945, loss_cls: 1.8798, loss: 1.8798, grad_norm: 5.0738 2021-02-10 19:45:38,058 - mmaction - INFO - Epoch [8][2260/3757] lr: 1.000e-02, eta: 22:08:18, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.5766, top5_acc: 0.7930, loss_cls: 1.7977, loss: 1.7977, grad_norm: 5.2428 2021-02-10 19:45:46,720 - mmaction - INFO - Epoch [8][2280/3757] lr: 1.000e-02, eta: 22:08:01, time: 0.436, data_time: 0.010, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7820, loss_cls: 1.9013, loss: 1.9013, grad_norm: 5.2862 2021-02-10 19:45:56,047 - mmaction - INFO - Epoch [8][2300/3757] lr: 1.000e-02, eta: 22:07:47, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7648, loss_cls: 2.0192, loss: 2.0192, grad_norm: 5.4052 2021-02-10 19:46:03,962 - mmaction - INFO - Epoch [8][2320/3757] lr: 1.000e-02, eta: 22:07:25, time: 0.396, data_time: 0.002, memory: 7076, top1_acc: 0.5250, top5_acc: 0.7852, loss_cls: 1.9832, loss: 1.9832, grad_norm: 5.2591 2021-02-10 19:46:12,794 - mmaction - INFO - Epoch [8][2340/3757] lr: 1.000e-02, eta: 22:07:09, time: 0.441, data_time: 0.020, memory: 7076, top1_acc: 0.5008, top5_acc: 0.7617, loss_cls: 2.0952, loss: 2.0952, grad_norm: 5.4727 2021-02-10 19:46:21,853 - mmaction - INFO - Epoch [8][2360/3757] lr: 1.000e-02, eta: 22:06:53, time: 0.452, data_time: 0.003, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7703, loss_cls: 1.9635, loss: 1.9635, grad_norm: 5.2062 2021-02-10 19:46:30,258 - mmaction - INFO - Epoch [8][2380/3757] lr: 1.000e-02, eta: 22:06:35, time: 0.421, data_time: 0.003, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7797, loss_cls: 1.9455, loss: 1.9455, grad_norm: 5.2338 2021-02-10 19:46:39,375 - mmaction - INFO - Epoch [8][2400/3757] lr: 1.000e-02, eta: 22:06:20, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.5180, top5_acc: 0.7719, loss_cls: 2.0238, loss: 2.0238, grad_norm: 5.3638 2021-02-10 19:46:47,141 - mmaction - INFO - Epoch [8][2420/3757] lr: 1.000e-02, eta: 22:05:57, time: 0.389, data_time: 0.003, memory: 7076, top1_acc: 0.5133, top5_acc: 0.7617, loss_cls: 1.9840, loss: 1.9840, grad_norm: 5.2891 2021-02-10 19:46:56,197 - mmaction - INFO - Epoch [8][2440/3757] lr: 1.000e-02, eta: 22:05:42, time: 0.452, data_time: 0.002, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7898, loss_cls: 1.9194, loss: 1.9194, grad_norm: 5.1960 2021-02-10 19:47:04,715 - mmaction - INFO - Epoch [8][2460/3757] lr: 1.000e-02, eta: 22:05:24, time: 0.426, data_time: 0.002, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7734, loss_cls: 1.9304, loss: 1.9304, grad_norm: 5.3882 2021-02-10 19:47:13,911 - mmaction - INFO - Epoch [8][2480/3757] lr: 1.000e-02, eta: 22:05:10, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.5266, top5_acc: 0.7836, loss_cls: 1.9721, loss: 1.9721, grad_norm: 5.2728 2021-02-10 19:47:23,726 - mmaction - INFO - Epoch [8][2500/3757] lr: 1.000e-02, eta: 22:04:58, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7852, loss_cls: 1.9157, loss: 1.9157, grad_norm: 5.2054 2021-02-10 19:47:32,630 - mmaction - INFO - Epoch [8][2520/3757] lr: 1.000e-02, eta: 22:04:43, time: 0.448, data_time: 0.005, memory: 7076, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0303, loss: 2.0303, grad_norm: 5.4314 2021-02-10 19:47:42,087 - mmaction - INFO - Epoch [8][2540/3757] lr: 1.000e-02, eta: 22:04:29, time: 0.472, data_time: 0.029, memory: 7076, top1_acc: 0.5422, top5_acc: 0.7852, loss_cls: 1.9548, loss: 1.9548, grad_norm: 5.3938 2021-02-10 19:47:51,615 - mmaction - INFO - Epoch [8][2560/3757] lr: 1.000e-02, eta: 22:04:17, time: 0.476, data_time: 0.020, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7633, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.3670 2021-02-10 19:48:01,125 - mmaction - INFO - Epoch [8][2580/3757] lr: 1.000e-02, eta: 22:04:04, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.5359, top5_acc: 0.7781, loss_cls: 1.9802, loss: 1.9802, grad_norm: 5.2848 2021-02-10 19:48:11,045 - mmaction - INFO - Epoch [8][2600/3757] lr: 1.000e-02, eta: 22:03:54, time: 0.495, data_time: 0.002, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 2.0084, loss: 2.0084, grad_norm: 5.2328 2021-02-10 19:48:20,151 - mmaction - INFO - Epoch [8][2620/3757] lr: 1.000e-02, eta: 22:03:39, time: 0.457, data_time: 0.003, memory: 7076, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 2.0312, loss: 2.0312, grad_norm: 5.3254 2021-02-10 19:48:29,036 - mmaction - INFO - Epoch [8][2640/3757] lr: 1.000e-02, eta: 22:03:23, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7781, loss_cls: 1.9067, loss: 1.9067, grad_norm: 5.2714 2021-02-10 19:48:38,623 - mmaction - INFO - Epoch [8][2660/3757] lr: 1.000e-02, eta: 22:03:11, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7812, loss_cls: 1.9121, loss: 1.9121, grad_norm: 5.1391 2021-02-10 19:48:47,608 - mmaction - INFO - Epoch [8][2680/3757] lr: 1.000e-02, eta: 22:02:55, time: 0.450, data_time: 0.038, memory: 7076, top1_acc: 0.4992, top5_acc: 0.7688, loss_cls: 2.0542, loss: 2.0542, grad_norm: 5.4700 2021-02-10 19:48:56,503 - mmaction - INFO - Epoch [8][2700/3757] lr: 1.000e-02, eta: 22:02:39, time: 0.444, data_time: 0.003, memory: 7076, top1_acc: 0.5055, top5_acc: 0.7461, loss_cls: 2.1069, loss: 2.1069, grad_norm: 5.2464 2021-02-10 19:49:05,340 - mmaction - INFO - Epoch [8][2720/3757] lr: 1.000e-02, eta: 22:02:23, time: 0.441, data_time: 0.002, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 1.9935, loss: 1.9935, grad_norm: 5.2039 2021-02-10 19:49:13,120 - mmaction - INFO - Epoch [8][2740/3757] lr: 1.000e-02, eta: 22:02:01, time: 0.390, data_time: 0.003, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7859, loss_cls: 1.9466, loss: 1.9466, grad_norm: 5.2784 2021-02-10 19:49:22,902 - mmaction - INFO - Epoch [8][2760/3757] lr: 1.000e-02, eta: 22:01:50, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7570, loss_cls: 2.0636, loss: 2.0636, grad_norm: 5.4119 2021-02-10 19:49:31,081 - mmaction - INFO - Epoch [8][2780/3757] lr: 1.000e-02, eta: 22:01:30, time: 0.410, data_time: 0.002, memory: 7076, top1_acc: 0.5164, top5_acc: 0.7727, loss_cls: 1.9895, loss: 1.9895, grad_norm: 5.2001 2021-02-10 19:49:39,495 - mmaction - INFO - Epoch [8][2800/3757] lr: 1.000e-02, eta: 22:01:11, time: 0.420, data_time: 0.003, memory: 7076, top1_acc: 0.5469, top5_acc: 0.8008, loss_cls: 1.9090, loss: 1.9090, grad_norm: 5.2093 2021-02-10 19:49:47,697 - mmaction - INFO - Epoch [8][2820/3757] lr: 1.000e-02, eta: 22:00:51, time: 0.411, data_time: 0.004, memory: 7076, top1_acc: 0.5242, top5_acc: 0.7758, loss_cls: 1.9570, loss: 1.9570, grad_norm: 5.2924 2021-02-10 19:49:57,496 - mmaction - INFO - Epoch [8][2840/3757] lr: 1.000e-02, eta: 22:00:40, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7711, loss_cls: 1.9803, loss: 1.9803, grad_norm: 5.2994 2021-02-10 19:50:06,473 - mmaction - INFO - Epoch [8][2860/3757] lr: 1.000e-02, eta: 22:00:24, time: 0.444, data_time: 0.003, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7820, loss_cls: 1.9380, loss: 1.9380, grad_norm: 5.3484 2021-02-10 19:50:14,092 - mmaction - INFO - Epoch [8][2880/3757] lr: 1.000e-02, eta: 22:00:02, time: 0.386, data_time: 0.015, memory: 7076, top1_acc: 0.5164, top5_acc: 0.7875, loss_cls: 1.9738, loss: 1.9738, grad_norm: 5.3911 2021-02-10 19:50:22,874 - mmaction - INFO - Epoch [8][2900/3757] lr: 1.000e-02, eta: 21:59:45, time: 0.437, data_time: 0.016, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7914, loss_cls: 1.8952, loss: 1.8952, grad_norm: 5.2443 2021-02-10 19:50:32,052 - mmaction - INFO - Epoch [8][2920/3757] lr: 1.000e-02, eta: 21:59:31, time: 0.461, data_time: 0.040, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7719, loss_cls: 2.0222, loss: 2.0222, grad_norm: 5.2901 2021-02-10 19:50:42,231 - mmaction - INFO - Epoch [8][2940/3757] lr: 1.000e-02, eta: 21:59:22, time: 0.507, data_time: 0.056, memory: 7076, top1_acc: 0.5188, top5_acc: 0.7734, loss_cls: 1.9777, loss: 1.9777, grad_norm: 5.2157 2021-02-10 19:50:50,605 - mmaction - INFO - Epoch [8][2960/3757] lr: 1.000e-02, eta: 21:59:04, time: 0.421, data_time: 0.004, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7641, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.3435 2021-02-10 19:51:01,033 - mmaction - INFO - Epoch [8][2980/3757] lr: 1.000e-02, eta: 21:58:56, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7836, loss_cls: 1.9581, loss: 1.9581, grad_norm: 5.4072 2021-02-10 19:51:09,390 - mmaction - INFO - Epoch [8][3000/3757] lr: 1.000e-02, eta: 21:58:37, time: 0.417, data_time: 0.013, memory: 7076, top1_acc: 0.5172, top5_acc: 0.7781, loss_cls: 1.9771, loss: 1.9771, grad_norm: 5.3473 2021-02-10 19:51:19,044 - mmaction - INFO - Epoch [8][3020/3757] lr: 1.000e-02, eta: 21:58:26, time: 0.485, data_time: 0.033, memory: 7076, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.0595, loss: 2.0595, grad_norm: 5.4689 2021-02-10 19:51:27,583 - mmaction - INFO - Epoch [8][3040/3757] lr: 1.000e-02, eta: 21:58:08, time: 0.427, data_time: 0.002, memory: 7076, top1_acc: 0.5242, top5_acc: 0.7750, loss_cls: 1.9506, loss: 1.9506, grad_norm: 5.2541 2021-02-10 19:51:38,696 - mmaction - INFO - Epoch [8][3060/3757] lr: 1.000e-02, eta: 21:58:04, time: 0.552, data_time: 0.001, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7633, loss_cls: 1.9553, loss: 1.9553, grad_norm: 5.4478 2021-02-10 19:51:46,067 - mmaction - INFO - Epoch [8][3080/3757] lr: 1.000e-02, eta: 21:57:40, time: 0.373, data_time: 0.005, memory: 7076, top1_acc: 0.5000, top5_acc: 0.7555, loss_cls: 2.0565, loss: 2.0565, grad_norm: 5.4515 2021-02-10 19:51:56,780 - mmaction - INFO - Epoch [8][3100/3757] lr: 1.000e-02, eta: 21:57:34, time: 0.534, data_time: 0.001, memory: 7076, top1_acc: 0.5250, top5_acc: 0.7664, loss_cls: 2.0043, loss: 2.0043, grad_norm: 5.1518 2021-02-10 19:52:03,990 - mmaction - INFO - Epoch [8][3120/3757] lr: 1.000e-02, eta: 21:57:09, time: 0.360, data_time: 0.005, memory: 7076, top1_acc: 0.5117, top5_acc: 0.7625, loss_cls: 2.0313, loss: 2.0313, grad_norm: 5.2437 2021-02-10 19:52:13,039 - mmaction - INFO - Epoch [8][3140/3757] lr: 1.000e-02, eta: 21:56:54, time: 0.455, data_time: 0.055, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7891, loss_cls: 1.9503, loss: 1.9503, grad_norm: 5.2676 2021-02-10 19:52:21,428 - mmaction - INFO - Epoch [8][3160/3757] lr: 1.000e-02, eta: 21:56:36, time: 0.419, data_time: 0.012, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7711, loss_cls: 1.9971, loss: 1.9971, grad_norm: 5.2986 2021-02-10 19:52:30,562 - mmaction - INFO - Epoch [8][3180/3757] lr: 1.000e-02, eta: 21:56:21, time: 0.454, data_time: 0.016, memory: 7076, top1_acc: 0.5133, top5_acc: 0.7641, loss_cls: 1.9975, loss: 1.9975, grad_norm: 5.3884 2021-02-10 19:52:40,011 - mmaction - INFO - Epoch [8][3200/3757] lr: 1.000e-02, eta: 21:56:08, time: 0.474, data_time: 0.045, memory: 7076, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 2.0188, loss: 2.0188, grad_norm: 5.4167 2021-02-10 19:52:48,111 - mmaction - INFO - Epoch [8][3220/3757] lr: 1.000e-02, eta: 21:55:48, time: 0.406, data_time: 0.004, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7805, loss_cls: 1.9083, loss: 1.9083, grad_norm: 5.0042 2021-02-10 19:52:57,316 - mmaction - INFO - Epoch [8][3240/3757] lr: 1.000e-02, eta: 21:55:34, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8420, loss: 1.8420, grad_norm: 5.1766 2021-02-10 19:53:06,400 - mmaction - INFO - Epoch [8][3260/3757] lr: 1.000e-02, eta: 21:55:19, time: 0.455, data_time: 0.003, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7781, loss_cls: 1.9429, loss: 1.9429, grad_norm: 5.2678 2021-02-10 19:53:14,681 - mmaction - INFO - Epoch [8][3280/3757] lr: 1.000e-02, eta: 21:55:00, time: 0.414, data_time: 0.004, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7766, loss_cls: 1.9579, loss: 1.9579, grad_norm: 5.2268 2021-02-10 19:53:22,779 - mmaction - INFO - Epoch [8][3300/3757] lr: 1.000e-02, eta: 21:54:40, time: 0.403, data_time: 0.001, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7633, loss_cls: 2.0435, loss: 2.0435, grad_norm: 5.3077 2021-02-10 19:53:31,305 - mmaction - INFO - Epoch [8][3320/3757] lr: 1.000e-02, eta: 21:54:23, time: 0.427, data_time: 0.044, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7992, loss_cls: 1.8256, loss: 1.8256, grad_norm: 5.1013 2021-02-10 19:53:40,501 - mmaction - INFO - Epoch [8][3340/3757] lr: 1.000e-02, eta: 21:54:08, time: 0.457, data_time: 0.004, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7875, loss_cls: 1.9305, loss: 1.9305, grad_norm: 5.1879 2021-02-10 19:53:48,552 - mmaction - INFO - Epoch [8][3360/3757] lr: 1.000e-02, eta: 21:53:48, time: 0.405, data_time: 0.007, memory: 7076, top1_acc: 0.5227, top5_acc: 0.7836, loss_cls: 1.9221, loss: 1.9221, grad_norm: 5.4248 2021-02-10 19:53:57,368 - mmaction - INFO - Epoch [8][3380/3757] lr: 1.000e-02, eta: 21:53:32, time: 0.441, data_time: 0.002, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7570, loss_cls: 2.0231, loss: 2.0231, grad_norm: 5.5156 2021-02-10 19:54:06,213 - mmaction - INFO - Epoch [8][3400/3757] lr: 1.000e-02, eta: 21:53:16, time: 0.443, data_time: 0.038, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7633, loss_cls: 2.0428, loss: 2.0428, grad_norm: 5.3473 2021-02-10 19:54:17,366 - mmaction - INFO - Epoch [8][3420/3757] lr: 1.000e-02, eta: 21:53:13, time: 0.558, data_time: 0.008, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7719, loss_cls: 1.9823, loss: 1.9823, grad_norm: 5.3842 2021-02-10 19:54:25,387 - mmaction - INFO - Epoch [8][3440/3757] lr: 1.000e-02, eta: 21:52:52, time: 0.402, data_time: 0.002, memory: 7076, top1_acc: 0.5328, top5_acc: 0.7719, loss_cls: 2.0023, loss: 2.0023, grad_norm: 5.3187 2021-02-10 19:54:34,223 - mmaction - INFO - Epoch [8][3460/3757] lr: 1.000e-02, eta: 21:52:37, time: 0.442, data_time: 0.001, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7805, loss_cls: 1.9617, loss: 1.9617, grad_norm: 5.1258 2021-02-10 19:54:44,406 - mmaction - INFO - Epoch [8][3480/3757] lr: 1.000e-02, eta: 21:52:27, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.5219, top5_acc: 0.7742, loss_cls: 2.0115, loss: 2.0115, grad_norm: 5.4347 2021-02-10 19:54:53,224 - mmaction - INFO - Epoch [8][3500/3757] lr: 1.000e-02, eta: 21:52:12, time: 0.443, data_time: 0.004, memory: 7076, top1_acc: 0.5219, top5_acc: 0.7852, loss_cls: 1.9445, loss: 1.9445, grad_norm: 5.3246 2021-02-10 19:55:02,036 - mmaction - INFO - Epoch [8][3520/3757] lr: 1.000e-02, eta: 21:51:56, time: 0.440, data_time: 0.004, memory: 7076, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 1.9893, loss: 1.9893, grad_norm: 5.2778 2021-02-10 19:55:10,976 - mmaction - INFO - Epoch [8][3540/3757] lr: 1.000e-02, eta: 21:51:40, time: 0.447, data_time: 0.002, memory: 7076, top1_acc: 0.5328, top5_acc: 0.7789, loss_cls: 1.9994, loss: 1.9994, grad_norm: 5.4171 2021-02-10 19:55:19,869 - mmaction - INFO - Epoch [8][3560/3757] lr: 1.000e-02, eta: 21:51:25, time: 0.445, data_time: 0.003, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7883, loss_cls: 1.8691, loss: 1.8691, grad_norm: 5.1853 2021-02-10 19:55:28,619 - mmaction - INFO - Epoch [8][3580/3757] lr: 1.000e-02, eta: 21:51:08, time: 0.437, data_time: 0.002, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7641, loss_cls: 1.9657, loss: 1.9657, grad_norm: 5.0656 2021-02-10 19:55:38,100 - mmaction - INFO - Epoch [8][3600/3757] lr: 1.000e-02, eta: 21:50:56, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.5250, top5_acc: 0.7734, loss_cls: 1.9853, loss: 1.9853, grad_norm: 5.2201 2021-02-10 19:55:46,739 - mmaction - INFO - Epoch [8][3620/3757] lr: 1.000e-02, eta: 21:50:39, time: 0.431, data_time: 0.001, memory: 7076, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.1255, loss: 2.1255, grad_norm: 5.3418 2021-02-10 19:55:55,114 - mmaction - INFO - Epoch [8][3640/3757] lr: 1.000e-02, eta: 21:50:21, time: 0.420, data_time: 0.003, memory: 7076, top1_acc: 0.5109, top5_acc: 0.7555, loss_cls: 2.0489, loss: 2.0489, grad_norm: 5.1975 2021-02-10 19:56:03,932 - mmaction - INFO - Epoch [8][3660/3757] lr: 1.000e-02, eta: 21:50:04, time: 0.440, data_time: 0.002, memory: 7076, top1_acc: 0.5359, top5_acc: 0.7609, loss_cls: 2.0049, loss: 2.0049, grad_norm: 5.2565 2021-02-10 19:56:12,903 - mmaction - INFO - Epoch [8][3680/3757] lr: 1.000e-02, eta: 21:49:49, time: 0.450, data_time: 0.063, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7633, loss_cls: 1.9640, loss: 1.9640, grad_norm: 5.0659 2021-02-10 19:56:22,202 - mmaction - INFO - Epoch [8][3700/3757] lr: 1.000e-02, eta: 21:49:36, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7906, loss_cls: 1.9050, loss: 1.9050, grad_norm: 5.3425 2021-02-10 19:56:30,574 - mmaction - INFO - Epoch [8][3720/3757] lr: 1.000e-02, eta: 21:49:18, time: 0.419, data_time: 0.007, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7727, loss_cls: 1.9734, loss: 1.9734, grad_norm: 5.2515 2021-02-10 19:56:39,100 - mmaction - INFO - Epoch [8][3740/3757] lr: 1.000e-02, eta: 21:49:00, time: 0.421, data_time: 0.002, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 1.9233, loss: 1.9233, grad_norm: 5.2102 2021-02-10 19:59:47,621 - mmaction - INFO - Epoch [9][20/3757] lr: 1.000e-02, eta: 22:02:03, time: 8.562, data_time: 8.086, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7742, loss_cls: 1.8988, loss: 1.8988, grad_norm: 5.1213 2021-02-10 19:59:57,695 - mmaction - INFO - Epoch [9][40/3757] lr: 1.000e-02, eta: 22:01:53, time: 0.504, data_time: 0.006, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7867, loss_cls: 1.8854, loss: 1.8854, grad_norm: 5.2439 2021-02-10 20:00:05,418 - mmaction - INFO - Epoch [9][60/3757] lr: 1.000e-02, eta: 22:01:31, time: 0.386, data_time: 0.002, memory: 7076, top1_acc: 0.5617, top5_acc: 0.7969, loss_cls: 1.8605, loss: 1.8605, grad_norm: 5.2919 2021-02-10 20:00:14,827 - mmaction - INFO - Epoch [9][80/3757] lr: 1.000e-02, eta: 22:01:17, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7977, loss_cls: 1.8675, loss: 1.8675, grad_norm: 5.2298 2021-02-10 20:00:23,436 - mmaction - INFO - Epoch [9][100/3757] lr: 1.000e-02, eta: 22:01:00, time: 0.429, data_time: 0.002, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7680, loss_cls: 1.9840, loss: 1.9840, grad_norm: 5.5014 2021-02-10 20:00:32,181 - mmaction - INFO - Epoch [9][120/3757] lr: 1.000e-02, eta: 22:00:43, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7805, loss_cls: 1.8806, loss: 1.8806, grad_norm: 5.1238 2021-02-10 20:00:40,886 - mmaction - INFO - Epoch [9][140/3757] lr: 1.000e-02, eta: 22:00:26, time: 0.435, data_time: 0.003, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7789, loss_cls: 1.9158, loss: 1.9158, grad_norm: 5.2534 2021-02-10 20:00:50,032 - mmaction - INFO - Epoch [9][160/3757] lr: 1.000e-02, eta: 22:00:11, time: 0.457, data_time: 0.048, memory: 7076, top1_acc: 0.5430, top5_acc: 0.7812, loss_cls: 1.8937, loss: 1.8937, grad_norm: 5.1294 2021-02-10 20:00:58,739 - mmaction - INFO - Epoch [9][180/3757] lr: 1.000e-02, eta: 21:59:54, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.5070, top5_acc: 0.7789, loss_cls: 1.9592, loss: 1.9592, grad_norm: 5.4226 2021-02-10 20:01:06,539 - mmaction - INFO - Epoch [9][200/3757] lr: 1.000e-02, eta: 21:59:32, time: 0.391, data_time: 0.003, memory: 7076, top1_acc: 0.5266, top5_acc: 0.7875, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.3927 2021-02-10 20:01:15,570 - mmaction - INFO - Epoch [9][220/3757] lr: 1.000e-02, eta: 21:59:17, time: 0.452, data_time: 0.002, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7742, loss_cls: 1.9159, loss: 1.9159, grad_norm: 5.3995 2021-02-10 20:01:23,876 - mmaction - INFO - Epoch [9][240/3757] lr: 1.000e-02, eta: 21:58:58, time: 0.412, data_time: 0.001, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7820, loss_cls: 1.8834, loss: 1.8834, grad_norm: 5.3242 2021-02-10 20:01:33,197 - mmaction - INFO - Epoch [9][260/3757] lr: 1.000e-02, eta: 21:58:44, time: 0.469, data_time: 0.005, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7820, loss_cls: 1.8964, loss: 1.8964, grad_norm: 5.2910 2021-02-10 20:01:41,500 - mmaction - INFO - Epoch [9][280/3757] lr: 1.000e-02, eta: 21:58:25, time: 0.413, data_time: 0.000, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 1.9098, loss: 1.9098, grad_norm: 5.2099 2021-02-10 20:01:50,547 - mmaction - INFO - Epoch [9][300/3757] lr: 1.000e-02, eta: 21:58:10, time: 0.454, data_time: 0.004, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7750, loss_cls: 1.9410, loss: 1.9410, grad_norm: 5.2766 2021-02-10 20:01:59,314 - mmaction - INFO - Epoch [9][320/3757] lr: 1.000e-02, eta: 21:57:53, time: 0.437, data_time: 0.004, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7969, loss_cls: 1.8156, loss: 1.8156, grad_norm: 5.2282 2021-02-10 20:02:08,325 - mmaction - INFO - Epoch [9][340/3757] lr: 1.000e-02, eta: 21:57:37, time: 0.450, data_time: 0.004, memory: 7076, top1_acc: 0.5430, top5_acc: 0.7914, loss_cls: 1.8483, loss: 1.8483, grad_norm: 5.2552 2021-02-10 20:02:16,654 - mmaction - INFO - Epoch [9][360/3757] lr: 1.000e-02, eta: 21:57:19, time: 0.418, data_time: 0.004, memory: 7076, top1_acc: 0.5359, top5_acc: 0.7711, loss_cls: 1.9782, loss: 1.9782, grad_norm: 5.3048 2021-02-10 20:02:25,447 - mmaction - INFO - Epoch [9][380/3757] lr: 1.000e-02, eta: 21:57:02, time: 0.440, data_time: 0.003, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7930, loss_cls: 1.8725, loss: 1.8725, grad_norm: 5.2472 2021-02-10 20:02:33,820 - mmaction - INFO - Epoch [9][400/3757] lr: 1.000e-02, eta: 21:56:44, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7937, loss_cls: 1.8505, loss: 1.8505, grad_norm: 5.2872 2021-02-10 20:02:42,718 - mmaction - INFO - Epoch [9][420/3757] lr: 1.000e-02, eta: 21:56:26, time: 0.434, data_time: 0.003, memory: 7076, top1_acc: 0.5437, top5_acc: 0.7766, loss_cls: 1.9125, loss: 1.9125, grad_norm: 5.3984 2021-02-10 20:02:52,160 - mmaction - INFO - Epoch [9][440/3757] lr: 1.000e-02, eta: 21:56:14, time: 0.484, data_time: 0.018, memory: 7076, top1_acc: 0.5672, top5_acc: 0.7969, loss_cls: 1.8764, loss: 1.8764, grad_norm: 5.2951 2021-02-10 20:03:01,162 - mmaction - INFO - Epoch [9][460/3757] lr: 1.000e-02, eta: 21:55:59, time: 0.450, data_time: 0.003, memory: 7076, top1_acc: 0.5656, top5_acc: 0.8039, loss_cls: 1.8346, loss: 1.8346, grad_norm: 5.2926 2021-02-10 20:03:09,631 - mmaction - INFO - Epoch [9][480/3757] lr: 1.000e-02, eta: 21:55:41, time: 0.424, data_time: 0.006, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7953, loss_cls: 1.8485, loss: 1.8485, grad_norm: 5.1841 2021-02-10 20:03:17,732 - mmaction - INFO - Epoch [9][500/3757] lr: 1.000e-02, eta: 21:55:21, time: 0.404, data_time: 0.002, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7867, loss_cls: 1.8879, loss: 1.8879, grad_norm: 5.3938 2021-02-10 20:03:27,407 - mmaction - INFO - Epoch [9][520/3757] lr: 1.000e-02, eta: 21:55:09, time: 0.484, data_time: 0.004, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7734, loss_cls: 1.9430, loss: 1.9430, grad_norm: 5.3617 2021-02-10 20:03:34,607 - mmaction - INFO - Epoch [9][540/3757] lr: 1.000e-02, eta: 21:54:45, time: 0.361, data_time: 0.004, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7797, loss_cls: 1.9289, loss: 1.9289, grad_norm: 5.2410 2021-02-10 20:03:44,447 - mmaction - INFO - Epoch [9][560/3757] lr: 1.000e-02, eta: 21:54:33, time: 0.492, data_time: 0.078, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7922, loss_cls: 1.8619, loss: 1.8619, grad_norm: 5.1852 2021-02-10 20:03:52,545 - mmaction - INFO - Epoch [9][580/3757] lr: 1.000e-02, eta: 21:54:13, time: 0.405, data_time: 0.002, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7805, loss_cls: 1.9038, loss: 1.9038, grad_norm: 5.2308 2021-02-10 20:04:01,966 - mmaction - INFO - Epoch [9][600/3757] lr: 1.000e-02, eta: 21:54:00, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7641, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.3262 2021-02-10 20:04:11,111 - mmaction - INFO - Epoch [9][620/3757] lr: 1.000e-02, eta: 21:53:46, time: 0.460, data_time: 0.007, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8133, loss_cls: 1.7943, loss: 1.7943, grad_norm: 5.1271 2021-02-10 20:04:20,029 - mmaction - INFO - Epoch [9][640/3757] lr: 1.000e-02, eta: 21:53:30, time: 0.444, data_time: 0.003, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9226, loss: 1.9226, grad_norm: 5.3646 2021-02-10 20:04:28,973 - mmaction - INFO - Epoch [9][660/3757] lr: 1.000e-02, eta: 21:53:15, time: 0.451, data_time: 0.029, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7773, loss_cls: 1.9172, loss: 1.9172, grad_norm: 5.2551 2021-02-10 20:04:37,011 - mmaction - INFO - Epoch [9][680/3757] lr: 1.000e-02, eta: 21:52:54, time: 0.399, data_time: 0.001, memory: 7076, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8437, loss: 1.8437, grad_norm: 5.2675 2021-02-10 20:04:45,405 - mmaction - INFO - Epoch [9][700/3757] lr: 1.000e-02, eta: 21:52:36, time: 0.422, data_time: 0.008, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.0126, loss: 2.0126, grad_norm: 5.6385 2021-02-10 20:04:54,220 - mmaction - INFO - Epoch [9][720/3757] lr: 1.000e-02, eta: 21:52:20, time: 0.441, data_time: 0.021, memory: 7076, top1_acc: 0.5297, top5_acc: 0.7875, loss_cls: 1.9363, loss: 1.9363, grad_norm: 5.2389 2021-02-10 20:05:03,086 - mmaction - INFO - Epoch [9][740/3757] lr: 1.000e-02, eta: 21:52:04, time: 0.443, data_time: 0.003, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7789, loss_cls: 1.9351, loss: 1.9351, grad_norm: 5.3240 2021-02-10 20:05:12,444 - mmaction - INFO - Epoch [9][760/3757] lr: 1.000e-02, eta: 21:51:50, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7812, loss_cls: 1.8651, loss: 1.8651, grad_norm: 5.2915 2021-02-10 20:05:21,375 - mmaction - INFO - Epoch [9][780/3757] lr: 1.000e-02, eta: 21:51:35, time: 0.446, data_time: 0.004, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.9114, loss: 1.9114, grad_norm: 5.2673 2021-02-10 20:05:29,938 - mmaction - INFO - Epoch [9][800/3757] lr: 1.000e-02, eta: 21:51:17, time: 0.429, data_time: 0.004, memory: 7076, top1_acc: 0.5422, top5_acc: 0.7742, loss_cls: 1.9272, loss: 1.9272, grad_norm: 5.2655 2021-02-10 20:05:40,795 - mmaction - INFO - Epoch [9][820/3757] lr: 1.000e-02, eta: 21:51:11, time: 0.541, data_time: 0.040, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7625, loss_cls: 1.9525, loss: 1.9525, grad_norm: 5.2999 2021-02-10 20:05:48,883 - mmaction - INFO - Epoch [9][840/3757] lr: 1.000e-02, eta: 21:50:52, time: 0.406, data_time: 0.004, memory: 7076, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 1.9687, loss: 1.9687, grad_norm: 5.2852 2021-02-10 20:05:58,967 - mmaction - INFO - Epoch [9][860/3757] lr: 1.000e-02, eta: 21:50:42, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7953, loss_cls: 1.8862, loss: 1.8862, grad_norm: 5.2676 2021-02-10 20:06:06,766 - mmaction - INFO - Epoch [9][880/3757] lr: 1.000e-02, eta: 21:50:21, time: 0.392, data_time: 0.005, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7797, loss_cls: 1.9131, loss: 1.9131, grad_norm: 5.2405 2021-02-10 20:06:15,389 - mmaction - INFO - Epoch [9][900/3757] lr: 1.000e-02, eta: 21:50:03, time: 0.431, data_time: 0.005, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7867, loss_cls: 1.8797, loss: 1.8797, grad_norm: 5.1511 2021-02-10 20:06:24,973 - mmaction - INFO - Epoch [9][920/3757] lr: 1.000e-02, eta: 21:49:51, time: 0.481, data_time: 0.003, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.8989, loss: 1.8989, grad_norm: 5.2067 2021-02-10 20:06:33,900 - mmaction - INFO - Epoch [9][940/3757] lr: 1.000e-02, eta: 21:49:36, time: 0.447, data_time: 0.086, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7836, loss_cls: 1.8909, loss: 1.8909, grad_norm: 5.2280 2021-02-10 20:06:42,242 - mmaction - INFO - Epoch [9][960/3757] lr: 1.000e-02, eta: 21:49:17, time: 0.416, data_time: 0.004, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7945, loss_cls: 1.9202, loss: 1.9202, grad_norm: 5.4198 2021-02-10 20:06:50,982 - mmaction - INFO - Epoch [9][980/3757] lr: 1.000e-02, eta: 21:49:01, time: 0.437, data_time: 0.002, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7961, loss_cls: 1.8536, loss: 1.8536, grad_norm: 5.2111 2021-02-10 20:07:00,033 - mmaction - INFO - Epoch [9][1000/3757] lr: 1.000e-02, eta: 21:48:46, time: 0.452, data_time: 0.007, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7820, loss_cls: 1.9645, loss: 1.9645, grad_norm: 5.3958 2021-02-10 20:07:08,803 - mmaction - INFO - Epoch [9][1020/3757] lr: 1.000e-02, eta: 21:48:30, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.5633, top5_acc: 0.8000, loss_cls: 1.8790, loss: 1.8790, grad_norm: 5.2597 2021-02-10 20:07:17,139 - mmaction - INFO - Epoch [9][1040/3757] lr: 1.000e-02, eta: 21:48:11, time: 0.414, data_time: 0.001, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7883, loss_cls: 1.8870, loss: 1.8870, grad_norm: 5.2631 2021-02-10 20:07:25,900 - mmaction - INFO - Epoch [9][1060/3757] lr: 1.000e-02, eta: 21:47:55, time: 0.441, data_time: 0.004, memory: 7076, top1_acc: 0.5453, top5_acc: 0.8078, loss_cls: 1.8834, loss: 1.8834, grad_norm: 5.1019 2021-02-10 20:07:34,377 - mmaction - INFO - Epoch [9][1080/3757] lr: 1.000e-02, eta: 21:47:37, time: 0.424, data_time: 0.016, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7641, loss_cls: 1.9786, loss: 1.9786, grad_norm: 5.2331 2021-02-10 20:07:43,384 - mmaction - INFO - Epoch [9][1100/3757] lr: 1.000e-02, eta: 21:47:22, time: 0.450, data_time: 0.034, memory: 7076, top1_acc: 0.5594, top5_acc: 0.7922, loss_cls: 1.8525, loss: 1.8525, grad_norm: 5.2409 2021-02-10 20:07:52,406 - mmaction - INFO - Epoch [9][1120/3757] lr: 1.000e-02, eta: 21:47:07, time: 0.451, data_time: 0.036, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7852, loss_cls: 1.9030, loss: 1.9030, grad_norm: 5.1859 2021-02-10 20:08:01,882 - mmaction - INFO - Epoch [9][1140/3757] lr: 1.000e-02, eta: 21:46:54, time: 0.472, data_time: 0.012, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7930, loss_cls: 1.8833, loss: 1.8833, grad_norm: 5.3464 2021-02-10 20:08:10,431 - mmaction - INFO - Epoch [9][1160/3757] lr: 1.000e-02, eta: 21:46:37, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 2.0061, loss: 2.0061, grad_norm: 5.4775 2021-02-10 20:08:19,544 - mmaction - INFO - Epoch [9][1180/3757] lr: 1.000e-02, eta: 21:46:22, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7883, loss_cls: 1.9382, loss: 1.9382, grad_norm: 5.4308 2021-02-10 20:08:28,344 - mmaction - INFO - Epoch [9][1200/3757] lr: 1.000e-02, eta: 21:46:06, time: 0.441, data_time: 0.002, memory: 7076, top1_acc: 0.5148, top5_acc: 0.7711, loss_cls: 2.0168, loss: 2.0168, grad_norm: 5.4480 2021-02-10 20:08:36,307 - mmaction - INFO - Epoch [9][1220/3757] lr: 1.000e-02, eta: 21:45:46, time: 0.398, data_time: 0.004, memory: 7076, top1_acc: 0.4992, top5_acc: 0.7539, loss_cls: 2.1155, loss: 2.1155, grad_norm: 5.3034 2021-02-10 20:08:45,191 - mmaction - INFO - Epoch [9][1240/3757] lr: 1.000e-02, eta: 21:45:30, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7719, loss_cls: 1.9254, loss: 1.9254, grad_norm: 5.1406 2021-02-10 20:08:53,551 - mmaction - INFO - Epoch [9][1260/3757] lr: 1.000e-02, eta: 21:45:12, time: 0.419, data_time: 0.002, memory: 7076, top1_acc: 0.5234, top5_acc: 0.7812, loss_cls: 2.0011, loss: 2.0011, grad_norm: 5.1755 2021-02-10 20:09:02,869 - mmaction - INFO - Epoch [9][1280/3757] lr: 1.000e-02, eta: 21:44:59, time: 0.466, data_time: 0.096, memory: 7076, top1_acc: 0.5430, top5_acc: 0.7961, loss_cls: 1.8403, loss: 1.8403, grad_norm: 5.3966 2021-02-10 20:09:11,530 - mmaction - INFO - Epoch [9][1300/3757] lr: 1.000e-02, eta: 21:44:42, time: 0.432, data_time: 0.033, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7953, loss_cls: 1.8144, loss: 1.8144, grad_norm: 5.2436 2021-02-10 20:09:19,824 - mmaction - INFO - Epoch [9][1320/3757] lr: 1.000e-02, eta: 21:44:23, time: 0.412, data_time: 0.003, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7883, loss_cls: 1.8788, loss: 1.8788, grad_norm: 5.3852 2021-02-10 20:09:28,703 - mmaction - INFO - Epoch [9][1340/3757] lr: 1.000e-02, eta: 21:44:08, time: 0.448, data_time: 0.005, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7922, loss_cls: 1.8558, loss: 1.8558, grad_norm: 5.1633 2021-02-10 20:09:37,938 - mmaction - INFO - Epoch [9][1360/3757] lr: 1.000e-02, eta: 21:43:54, time: 0.460, data_time: 0.005, memory: 7076, top1_acc: 0.5328, top5_acc: 0.7797, loss_cls: 1.9128, loss: 1.9128, grad_norm: 5.4046 2021-02-10 20:09:45,374 - mmaction - INFO - Epoch [9][1380/3757] lr: 1.000e-02, eta: 21:43:31, time: 0.374, data_time: 0.004, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8265, loss: 1.8265, grad_norm: 5.3174 2021-02-10 20:09:53,954 - mmaction - INFO - Epoch [9][1400/3757] lr: 1.000e-02, eta: 21:43:14, time: 0.429, data_time: 0.002, memory: 7076, top1_acc: 0.5430, top5_acc: 0.7594, loss_cls: 1.9739, loss: 1.9739, grad_norm: 5.3816 2021-02-10 20:10:04,194 - mmaction - INFO - Epoch [9][1420/3757] lr: 1.000e-02, eta: 21:43:05, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.5453, top5_acc: 0.8000, loss_cls: 1.9025, loss: 1.9025, grad_norm: 5.1781 2021-02-10 20:10:12,489 - mmaction - INFO - Epoch [9][1440/3757] lr: 1.000e-02, eta: 21:42:47, time: 0.419, data_time: 0.009, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7961, loss_cls: 1.8964, loss: 1.8964, grad_norm: 5.1592 2021-02-10 20:10:22,545 - mmaction - INFO - Epoch [9][1460/3757] lr: 1.000e-02, eta: 21:42:37, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7711, loss_cls: 1.9389, loss: 1.9389, grad_norm: 5.3289 2021-02-10 20:10:30,940 - mmaction - INFO - Epoch [9][1480/3757] lr: 1.000e-02, eta: 21:42:19, time: 0.419, data_time: 0.003, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7945, loss_cls: 1.9231, loss: 1.9231, grad_norm: 5.1699 2021-02-10 20:10:40,502 - mmaction - INFO - Epoch [9][1500/3757] lr: 1.000e-02, eta: 21:42:07, time: 0.477, data_time: 0.004, memory: 7076, top1_acc: 0.5211, top5_acc: 0.7695, loss_cls: 1.9896, loss: 1.9896, grad_norm: 5.2074 2021-02-10 20:10:48,902 - mmaction - INFO - Epoch [9][1520/3757] lr: 1.000e-02, eta: 21:41:49, time: 0.421, data_time: 0.004, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7984, loss_cls: 1.9130, loss: 1.9130, grad_norm: 5.2236 2021-02-10 20:10:56,507 - mmaction - INFO - Epoch [9][1540/3757] lr: 1.000e-02, eta: 21:41:27, time: 0.382, data_time: 0.003, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7937, loss_cls: 1.9044, loss: 1.9044, grad_norm: 5.4138 2021-02-10 20:11:05,679 - mmaction - INFO - Epoch [9][1560/3757] lr: 1.000e-02, eta: 21:41:13, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7766, loss_cls: 1.9193, loss: 1.9193, grad_norm: 5.2747 2021-02-10 20:11:13,728 - mmaction - INFO - Epoch [9][1580/3757] lr: 1.000e-02, eta: 21:40:54, time: 0.405, data_time: 0.003, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7766, loss_cls: 1.9139, loss: 1.9139, grad_norm: 5.1994 2021-02-10 20:11:24,242 - mmaction - INFO - Epoch [9][1600/3757] lr: 1.000e-02, eta: 21:40:46, time: 0.525, data_time: 0.002, memory: 7076, top1_acc: 0.5477, top5_acc: 0.8039, loss_cls: 1.8303, loss: 1.8303, grad_norm: 5.1482 2021-02-10 20:11:33,289 - mmaction - INFO - Epoch [9][1620/3757] lr: 1.000e-02, eta: 21:40:32, time: 0.453, data_time: 0.084, memory: 7076, top1_acc: 0.5219, top5_acc: 0.7797, loss_cls: 2.0153, loss: 2.0153, grad_norm: 5.5265 2021-02-10 20:11:43,907 - mmaction - INFO - Epoch [9][1640/3757] lr: 1.000e-02, eta: 21:40:25, time: 0.528, data_time: 0.048, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7789, loss_cls: 2.0284, loss: 2.0284, grad_norm: 5.4545 2021-02-10 20:11:53,348 - mmaction - INFO - Epoch [9][1660/3757] lr: 1.000e-02, eta: 21:40:12, time: 0.474, data_time: 0.058, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7727, loss_cls: 1.9847, loss: 1.9847, grad_norm: 5.3885 2021-02-10 20:12:01,916 - mmaction - INFO - Epoch [9][1680/3757] lr: 1.000e-02, eta: 21:39:55, time: 0.428, data_time: 0.003, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7844, loss_cls: 1.8621, loss: 1.8621, grad_norm: 5.2138 2021-02-10 20:12:10,089 - mmaction - INFO - Epoch [9][1700/3757] lr: 1.000e-02, eta: 21:39:36, time: 0.406, data_time: 0.002, memory: 7076, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8461, loss: 1.8461, grad_norm: 5.1234 2021-02-10 20:12:20,613 - mmaction - INFO - Epoch [9][1720/3757] lr: 1.000e-02, eta: 21:39:29, time: 0.528, data_time: 0.005, memory: 7076, top1_acc: 0.5586, top5_acc: 0.8016, loss_cls: 1.8281, loss: 1.8281, grad_norm: 5.1256 2021-02-10 20:12:28,307 - mmaction - INFO - Epoch [9][1740/3757] lr: 1.000e-02, eta: 21:39:07, time: 0.386, data_time: 0.003, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7656, loss_cls: 2.0304, loss: 2.0304, grad_norm: 5.3242 2021-02-10 20:12:37,968 - mmaction - INFO - Epoch [9][1760/3757] lr: 1.000e-02, eta: 21:38:56, time: 0.482, data_time: 0.002, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7789, loss_cls: 1.9507, loss: 1.9507, grad_norm: 5.4422 2021-02-10 20:12:45,892 - mmaction - INFO - Epoch [9][1780/3757] lr: 1.000e-02, eta: 21:38:36, time: 0.397, data_time: 0.002, memory: 7076, top1_acc: 0.5258, top5_acc: 0.7789, loss_cls: 1.9959, loss: 1.9959, grad_norm: 5.3294 2021-02-10 20:12:54,550 - mmaction - INFO - Epoch [9][1800/3757] lr: 1.000e-02, eta: 21:38:19, time: 0.432, data_time: 0.001, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7695, loss_cls: 1.9981, loss: 1.9981, grad_norm: 5.2528 2021-02-10 20:13:03,702 - mmaction - INFO - Epoch [9][1820/3757] lr: 1.000e-02, eta: 21:38:05, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7820, loss_cls: 1.9122, loss: 1.9122, grad_norm: 5.3009 2021-02-10 20:13:12,640 - mmaction - INFO - Epoch [9][1840/3757] lr: 1.000e-02, eta: 21:37:50, time: 0.448, data_time: 0.004, memory: 7076, top1_acc: 0.5234, top5_acc: 0.7594, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.3455 2021-02-10 20:13:21,124 - mmaction - INFO - Epoch [9][1860/3757] lr: 1.000e-02, eta: 21:37:32, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.5523, top5_acc: 0.8000, loss_cls: 1.8524, loss: 1.8524, grad_norm: 5.2738 2021-02-10 20:13:31,003 - mmaction - INFO - Epoch [9][1880/3757] lr: 1.000e-02, eta: 21:37:22, time: 0.497, data_time: 0.004, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 2.0299, loss: 2.0299, grad_norm: 5.3427 2021-02-10 20:13:39,596 - mmaction - INFO - Epoch [9][1900/3757] lr: 1.000e-02, eta: 21:37:05, time: 0.430, data_time: 0.001, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7883, loss_cls: 1.9164, loss: 1.9164, grad_norm: 5.1713 2021-02-10 20:13:48,545 - mmaction - INFO - Epoch [9][1920/3757] lr: 1.000e-02, eta: 21:36:50, time: 0.441, data_time: 0.002, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7578, loss_cls: 2.0146, loss: 2.0146, grad_norm: 5.2345 2021-02-10 20:13:56,385 - mmaction - INFO - Epoch [9][1940/3757] lr: 1.000e-02, eta: 21:36:30, time: 0.398, data_time: 0.008, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7766, loss_cls: 1.9340, loss: 1.9340, grad_norm: 5.3593 2021-02-10 20:14:05,565 - mmaction - INFO - Epoch [9][1960/3757] lr: 1.000e-02, eta: 21:36:16, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7906, loss_cls: 1.8599, loss: 1.8599, grad_norm: 5.1431 2021-02-10 20:14:14,796 - mmaction - INFO - Epoch [9][1980/3757] lr: 1.000e-02, eta: 21:36:02, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.5539, top5_acc: 0.8055, loss_cls: 1.8501, loss: 1.8501, grad_norm: 5.2391 2021-02-10 20:14:23,850 - mmaction - INFO - Epoch [9][2000/3757] lr: 1.000e-02, eta: 21:35:48, time: 0.453, data_time: 0.020, memory: 7076, top1_acc: 0.5195, top5_acc: 0.7711, loss_cls: 2.0150, loss: 2.0150, grad_norm: 5.4451 2021-02-10 20:14:32,378 - mmaction - INFO - Epoch [9][2020/3757] lr: 1.000e-02, eta: 21:35:31, time: 0.425, data_time: 0.003, memory: 7076, top1_acc: 0.5437, top5_acc: 0.7898, loss_cls: 1.8847, loss: 1.8847, grad_norm: 5.2310 2021-02-10 20:14:41,429 - mmaction - INFO - Epoch [9][2040/3757] lr: 1.000e-02, eta: 21:35:16, time: 0.453, data_time: 0.003, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7875, loss_cls: 1.9139, loss: 1.9139, grad_norm: 5.4086 2021-02-10 20:14:50,063 - mmaction - INFO - Epoch [9][2060/3757] lr: 1.000e-02, eta: 21:35:00, time: 0.432, data_time: 0.002, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7867, loss_cls: 1.8774, loss: 1.8774, grad_norm: 5.1259 2021-02-10 20:15:00,636 - mmaction - INFO - Epoch [9][2080/3757] lr: 1.000e-02, eta: 21:34:53, time: 0.529, data_time: 0.021, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7758, loss_cls: 1.8769, loss: 1.8769, grad_norm: 5.2270 2021-02-10 20:15:08,547 - mmaction - INFO - Epoch [9][2100/3757] lr: 1.000e-02, eta: 21:34:33, time: 0.395, data_time: 0.002, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7797, loss_cls: 1.9018, loss: 1.9018, grad_norm: 5.1461 2021-02-10 20:15:17,213 - mmaction - INFO - Epoch [9][2120/3757] lr: 1.000e-02, eta: 21:34:17, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.5273, top5_acc: 0.7617, loss_cls: 1.9543, loss: 1.9543, grad_norm: 5.1599 2021-02-10 20:15:25,665 - mmaction - INFO - Epoch [9][2140/3757] lr: 1.000e-02, eta: 21:33:59, time: 0.423, data_time: 0.004, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7922, loss_cls: 1.8795, loss: 1.8795, grad_norm: 5.1303 2021-02-10 20:15:34,355 - mmaction - INFO - Epoch [9][2160/3757] lr: 1.000e-02, eta: 21:33:43, time: 0.433, data_time: 0.001, memory: 7076, top1_acc: 0.5344, top5_acc: 0.8125, loss_cls: 1.9033, loss: 1.9033, grad_norm: 5.1998 2021-02-10 20:15:43,319 - mmaction - INFO - Epoch [9][2180/3757] lr: 1.000e-02, eta: 21:33:28, time: 0.449, data_time: 0.003, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7688, loss_cls: 1.9496, loss: 1.9496, grad_norm: 5.4071 2021-02-10 20:15:52,969 - mmaction - INFO - Epoch [9][2200/3757] lr: 1.000e-02, eta: 21:33:16, time: 0.480, data_time: 0.019, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7773, loss_cls: 1.9330, loss: 1.9330, grad_norm: 5.2356 2021-02-10 20:16:00,492 - mmaction - INFO - Epoch [9][2220/3757] lr: 1.000e-02, eta: 21:32:55, time: 0.379, data_time: 0.008, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7758, loss_cls: 1.9458, loss: 1.9458, grad_norm: 5.2828 2021-02-10 20:16:11,619 - mmaction - INFO - Epoch [9][2240/3757] lr: 1.000e-02, eta: 21:32:50, time: 0.552, data_time: 0.020, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7805, loss_cls: 1.9409, loss: 1.9409, grad_norm: 5.2964 2021-02-10 20:16:19,673 - mmaction - INFO - Epoch [9][2260/3757] lr: 1.000e-02, eta: 21:32:31, time: 0.407, data_time: 0.006, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7891, loss_cls: 1.8906, loss: 1.8906, grad_norm: 5.3506 2021-02-10 20:16:29,458 - mmaction - INFO - Epoch [9][2280/3757] lr: 1.000e-02, eta: 21:32:20, time: 0.488, data_time: 0.003, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7680, loss_cls: 1.9935, loss: 1.9935, grad_norm: 5.3409 2021-02-10 20:16:36,663 - mmaction - INFO - Epoch [9][2300/3757] lr: 1.000e-02, eta: 21:31:57, time: 0.362, data_time: 0.003, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7766, loss_cls: 1.8596, loss: 1.8596, grad_norm: 5.1990 2021-02-10 20:16:46,633 - mmaction - INFO - Epoch [9][2320/3757] lr: 1.000e-02, eta: 21:31:47, time: 0.498, data_time: 0.017, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7875, loss_cls: 1.9208, loss: 1.9208, grad_norm: 5.3977 2021-02-10 20:16:54,764 - mmaction - INFO - Epoch [9][2340/3757] lr: 1.000e-02, eta: 21:31:28, time: 0.406, data_time: 0.002, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7867, loss_cls: 1.9437, loss: 1.9437, grad_norm: 5.3392 2021-02-10 20:17:03,729 - mmaction - INFO - Epoch [9][2360/3757] lr: 1.000e-02, eta: 21:31:13, time: 0.449, data_time: 0.069, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7766, loss_cls: 1.9516, loss: 1.9516, grad_norm: 5.2827 2021-02-10 20:17:13,326 - mmaction - INFO - Epoch [9][2380/3757] lr: 1.000e-02, eta: 21:31:02, time: 0.480, data_time: 0.014, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7836, loss_cls: 1.9188, loss: 1.9188, grad_norm: 5.4234 2021-02-10 20:17:22,279 - mmaction - INFO - Epoch [9][2400/3757] lr: 1.000e-02, eta: 21:30:47, time: 0.448, data_time: 0.069, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7750, loss_cls: 1.9442, loss: 1.9442, grad_norm: 5.2375 2021-02-10 20:17:30,992 - mmaction - INFO - Epoch [9][2420/3757] lr: 1.000e-02, eta: 21:30:31, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7773, loss_cls: 1.9804, loss: 1.9804, grad_norm: 5.4476 2021-02-10 20:17:39,392 - mmaction - INFO - Epoch [9][2440/3757] lr: 1.000e-02, eta: 21:30:13, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.5328, top5_acc: 0.7930, loss_cls: 1.9093, loss: 1.9093, grad_norm: 5.1351 2021-02-10 20:17:49,643 - mmaction - INFO - Epoch [9][2460/3757] lr: 1.000e-02, eta: 21:30:05, time: 0.511, data_time: 0.001, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7742, loss_cls: 1.9650, loss: 1.9650, grad_norm: 5.1547 2021-02-10 20:17:56,963 - mmaction - INFO - Epoch [9][2480/3757] lr: 1.000e-02, eta: 21:29:42, time: 0.368, data_time: 0.004, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7859, loss_cls: 1.8964, loss: 1.8964, grad_norm: 5.3086 2021-02-10 20:18:06,255 - mmaction - INFO - Epoch [9][2500/3757] lr: 1.000e-02, eta: 21:29:29, time: 0.464, data_time: 0.066, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.0100, loss: 2.0100, grad_norm: 5.3182 2021-02-10 20:18:14,434 - mmaction - INFO - Epoch [9][2520/3757] lr: 1.000e-02, eta: 21:29:11, time: 0.409, data_time: 0.005, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7852, loss_cls: 1.8649, loss: 1.8649, grad_norm: 5.2978 2021-02-10 20:18:24,141 - mmaction - INFO - Epoch [9][2540/3757] lr: 1.000e-02, eta: 21:28:59, time: 0.486, data_time: 0.053, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7812, loss_cls: 1.9036, loss: 1.9036, grad_norm: 5.3696 2021-02-10 20:18:33,121 - mmaction - INFO - Epoch [9][2560/3757] lr: 1.000e-02, eta: 21:28:45, time: 0.447, data_time: 0.002, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7914, loss_cls: 1.8614, loss: 1.8614, grad_norm: 5.3907 2021-02-10 20:18:42,093 - mmaction - INFO - Epoch [9][2580/3757] lr: 1.000e-02, eta: 21:28:30, time: 0.451, data_time: 0.031, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7688, loss_cls: 1.9587, loss: 1.9587, grad_norm: 5.3531 2021-02-10 20:18:51,392 - mmaction - INFO - Epoch [9][2600/3757] lr: 1.000e-02, eta: 21:28:17, time: 0.464, data_time: 0.025, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7758, loss_cls: 1.9453, loss: 1.9453, grad_norm: 5.3060 2021-02-10 20:19:00,367 - mmaction - INFO - Epoch [9][2620/3757] lr: 1.000e-02, eta: 21:28:02, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.8784, loss: 1.8784, grad_norm: 5.2380 2021-02-10 20:19:09,755 - mmaction - INFO - Epoch [9][2640/3757] lr: 1.000e-02, eta: 21:27:50, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7937, loss_cls: 1.8872, loss: 1.8872, grad_norm: 5.1985 2021-02-10 20:19:17,134 - mmaction - INFO - Epoch [9][2660/3757] lr: 1.000e-02, eta: 21:27:27, time: 0.370, data_time: 0.003, memory: 7076, top1_acc: 0.5539, top5_acc: 0.8000, loss_cls: 1.8702, loss: 1.8702, grad_norm: 5.2208 2021-02-10 20:19:26,834 - mmaction - INFO - Epoch [9][2680/3757] lr: 1.000e-02, eta: 21:27:16, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7758, loss_cls: 1.8998, loss: 1.8998, grad_norm: 5.3603 2021-02-10 20:19:34,790 - mmaction - INFO - Epoch [9][2700/3757] lr: 1.000e-02, eta: 21:26:57, time: 0.400, data_time: 0.004, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7812, loss_cls: 1.9652, loss: 1.9652, grad_norm: 5.4228 2021-02-10 20:19:43,571 - mmaction - INFO - Epoch [9][2720/3757] lr: 1.000e-02, eta: 21:26:41, time: 0.438, data_time: 0.007, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8979, loss: 1.8979, grad_norm: 5.0909 2021-02-10 20:19:53,720 - mmaction - INFO - Epoch [9][2740/3757] lr: 1.000e-02, eta: 21:26:32, time: 0.506, data_time: 0.006, memory: 7076, top1_acc: 0.5211, top5_acc: 0.7750, loss_cls: 1.9417, loss: 1.9417, grad_norm: 5.3344 2021-02-10 20:20:02,612 - mmaction - INFO - Epoch [9][2760/3757] lr: 1.000e-02, eta: 21:26:17, time: 0.447, data_time: 0.006, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7937, loss_cls: 1.9055, loss: 1.9055, grad_norm: 5.2651 2021-02-10 20:20:12,100 - mmaction - INFO - Epoch [9][2780/3757] lr: 1.000e-02, eta: 21:26:05, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9707, loss: 1.9707, grad_norm: 5.3285 2021-02-10 20:20:20,367 - mmaction - INFO - Epoch [9][2800/3757] lr: 1.000e-02, eta: 21:25:47, time: 0.415, data_time: 0.004, memory: 7076, top1_acc: 0.5172, top5_acc: 0.7711, loss_cls: 2.0197, loss: 2.0197, grad_norm: 5.0926 2021-02-10 20:20:29,517 - mmaction - INFO - Epoch [9][2820/3757] lr: 1.000e-02, eta: 21:25:33, time: 0.455, data_time: 0.075, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7992, loss_cls: 1.8478, loss: 1.8478, grad_norm: 5.2451 2021-02-10 20:20:36,814 - mmaction - INFO - Epoch [9][2840/3757] lr: 1.000e-02, eta: 21:25:11, time: 0.368, data_time: 0.004, memory: 7076, top1_acc: 0.5328, top5_acc: 0.7773, loss_cls: 1.9565, loss: 1.9565, grad_norm: 5.3595 2021-02-10 20:20:47,616 - mmaction - INFO - Epoch [9][2860/3757] lr: 1.000e-02, eta: 21:25:05, time: 0.539, data_time: 0.000, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7781, loss_cls: 1.9412, loss: 1.9412, grad_norm: 5.2544 2021-02-10 20:20:56,258 - mmaction - INFO - Epoch [9][2880/3757] lr: 1.000e-02, eta: 21:24:49, time: 0.433, data_time: 0.076, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7867, loss_cls: 1.8630, loss: 1.8630, grad_norm: 5.1743 2021-02-10 20:21:04,750 - mmaction - INFO - Epoch [9][2900/3757] lr: 1.000e-02, eta: 21:24:32, time: 0.423, data_time: 0.021, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7898, loss_cls: 1.9135, loss: 1.9135, grad_norm: 5.1968 2021-02-10 20:21:14,238 - mmaction - INFO - Epoch [9][2920/3757] lr: 1.000e-02, eta: 21:24:20, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.3632 2021-02-10 20:21:24,199 - mmaction - INFO - Epoch [9][2940/3757] lr: 1.000e-02, eta: 21:24:10, time: 0.497, data_time: 0.002, memory: 7076, top1_acc: 0.5570, top5_acc: 0.8000, loss_cls: 1.8442, loss: 1.8442, grad_norm: 5.1027 2021-02-10 20:21:32,093 - mmaction - INFO - Epoch [9][2960/3757] lr: 1.000e-02, eta: 21:23:50, time: 0.396, data_time: 0.004, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7758, loss_cls: 1.9611, loss: 1.9611, grad_norm: 5.2184 2021-02-10 20:21:44,275 - mmaction - INFO - Epoch [9][2980/3757] lr: 1.000e-02, eta: 21:23:51, time: 0.607, data_time: 0.027, memory: 7076, top1_acc: 0.5195, top5_acc: 0.7797, loss_cls: 1.9802, loss: 1.9802, grad_norm: 5.2999 2021-02-10 20:21:52,008 - mmaction - INFO - Epoch [9][3000/3757] lr: 1.000e-02, eta: 21:23:31, time: 0.388, data_time: 0.004, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7961, loss_cls: 1.8732, loss: 1.8732, grad_norm: 5.1883 2021-02-10 20:22:01,669 - mmaction - INFO - Epoch [9][3020/3757] lr: 1.000e-02, eta: 21:23:19, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7867, loss_cls: 1.9354, loss: 1.9354, grad_norm: 5.2910 2021-02-10 20:22:10,572 - mmaction - INFO - Epoch [9][3040/3757] lr: 1.000e-02, eta: 21:23:04, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7914, loss_cls: 1.8916, loss: 1.8916, grad_norm: 5.1340 2021-02-10 20:22:22,196 - mmaction - INFO - Epoch [9][3060/3757] lr: 1.000e-02, eta: 21:23:02, time: 0.578, data_time: 0.001, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7883, loss_cls: 1.9368, loss: 1.9368, grad_norm: 5.2462 2021-02-10 20:22:30,095 - mmaction - INFO - Epoch [9][3080/3757] lr: 1.000e-02, eta: 21:22:43, time: 0.398, data_time: 0.005, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7961, loss_cls: 1.8832, loss: 1.8832, grad_norm: 5.2736 2021-02-10 20:22:39,594 - mmaction - INFO - Epoch [9][3100/3757] lr: 1.000e-02, eta: 21:22:31, time: 0.474, data_time: 0.002, memory: 7076, top1_acc: 0.5195, top5_acc: 0.7945, loss_cls: 1.9510, loss: 1.9510, grad_norm: 5.4320 2021-02-10 20:22:47,131 - mmaction - INFO - Epoch [9][3120/3757] lr: 1.000e-02, eta: 21:22:10, time: 0.379, data_time: 0.003, memory: 7076, top1_acc: 0.5188, top5_acc: 0.7852, loss_cls: 1.9104, loss: 1.9104, grad_norm: 5.3886 2021-02-10 20:22:55,592 - mmaction - INFO - Epoch [9][3140/3757] lr: 1.000e-02, eta: 21:21:53, time: 0.423, data_time: 0.000, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7844, loss_cls: 1.9339, loss: 1.9339, grad_norm: 5.2928 2021-02-10 20:23:04,298 - mmaction - INFO - Epoch [9][3160/3757] lr: 1.000e-02, eta: 21:21:37, time: 0.435, data_time: 0.001, memory: 7076, top1_acc: 0.5437, top5_acc: 0.7953, loss_cls: 1.9236, loss: 1.9236, grad_norm: 5.2590 2021-02-10 20:23:13,538 - mmaction - INFO - Epoch [9][3180/3757] lr: 1.000e-02, eta: 21:21:24, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7891, loss_cls: 1.8944, loss: 1.8944, grad_norm: 5.3614 2021-02-10 20:23:23,741 - mmaction - INFO - Epoch [9][3200/3757] lr: 1.000e-02, eta: 21:21:15, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9410, loss: 1.9410, grad_norm: 5.2919 2021-02-10 20:23:32,378 - mmaction - INFO - Epoch [9][3220/3757] lr: 1.000e-02, eta: 21:20:59, time: 0.433, data_time: 0.010, memory: 7076, top1_acc: 0.5234, top5_acc: 0.7773, loss_cls: 2.0108, loss: 2.0108, grad_norm: 5.4517 2021-02-10 20:23:41,279 - mmaction - INFO - Epoch [9][3240/3757] lr: 1.000e-02, eta: 21:20:44, time: 0.445, data_time: 0.003, memory: 7076, top1_acc: 0.5305, top5_acc: 0.8023, loss_cls: 1.8451, loss: 1.8451, grad_norm: 5.3406 2021-02-10 20:23:51,407 - mmaction - INFO - Epoch [9][3260/3757] lr: 1.000e-02, eta: 21:20:35, time: 0.506, data_time: 0.002, memory: 7076, top1_acc: 0.5625, top5_acc: 0.7945, loss_cls: 1.8243, loss: 1.8243, grad_norm: 5.1150 2021-02-10 20:23:59,883 - mmaction - INFO - Epoch [9][3280/3757] lr: 1.000e-02, eta: 21:20:18, time: 0.423, data_time: 0.004, memory: 7076, top1_acc: 0.5672, top5_acc: 0.7984, loss_cls: 1.8082, loss: 1.8082, grad_norm: 5.0474 2021-02-10 20:24:07,295 - mmaction - INFO - Epoch [9][3300/3757] lr: 1.000e-02, eta: 21:19:57, time: 0.372, data_time: 0.003, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7992, loss_cls: 1.8398, loss: 1.8398, grad_norm: 5.2629 2021-02-10 20:24:16,374 - mmaction - INFO - Epoch [9][3320/3757] lr: 1.000e-02, eta: 21:19:43, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.7783, loss: 1.7783, grad_norm: 5.1365 2021-02-10 20:24:25,063 - mmaction - INFO - Epoch [9][3340/3757] lr: 1.000e-02, eta: 21:19:27, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.5422, top5_acc: 0.7820, loss_cls: 1.9128, loss: 1.9128, grad_norm: 5.3655 2021-02-10 20:24:34,227 - mmaction - INFO - Epoch [9][3360/3757] lr: 1.000e-02, eta: 21:19:13, time: 0.458, data_time: 0.003, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7812, loss_cls: 1.8957, loss: 1.8957, grad_norm: 5.2727 2021-02-10 20:24:42,691 - mmaction - INFO - Epoch [9][3380/3757] lr: 1.000e-02, eta: 21:18:56, time: 0.415, data_time: 0.001, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7797, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.3445 2021-02-10 20:24:51,410 - mmaction - INFO - Epoch [9][3400/3757] lr: 1.000e-02, eta: 21:18:41, time: 0.443, data_time: 0.012, memory: 7076, top1_acc: 0.5242, top5_acc: 0.7820, loss_cls: 1.9281, loss: 1.9281, grad_norm: 5.3740 2021-02-10 20:25:00,784 - mmaction - INFO - Epoch [9][3420/3757] lr: 1.000e-02, eta: 21:18:28, time: 0.470, data_time: 0.003, memory: 7076, top1_acc: 0.5437, top5_acc: 0.7961, loss_cls: 1.8815, loss: 1.8815, grad_norm: 5.2272 2021-02-10 20:25:08,402 - mmaction - INFO - Epoch [9][3440/3757] lr: 1.000e-02, eta: 21:18:08, time: 0.381, data_time: 0.012, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7797, loss_cls: 1.9752, loss: 1.9752, grad_norm: 5.3642 2021-02-10 20:25:17,449 - mmaction - INFO - Epoch [9][3460/3757] lr: 1.000e-02, eta: 21:17:54, time: 0.453, data_time: 0.064, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7664, loss_cls: 1.9325, loss: 1.9325, grad_norm: 5.1260 2021-02-10 20:25:26,561 - mmaction - INFO - Epoch [9][3480/3757] lr: 1.000e-02, eta: 21:17:39, time: 0.446, data_time: 0.000, memory: 7076, top1_acc: 0.5055, top5_acc: 0.7547, loss_cls: 2.0748, loss: 2.0748, grad_norm: 5.4366 2021-02-10 20:25:34,922 - mmaction - INFO - Epoch [9][3500/3757] lr: 1.000e-02, eta: 21:17:23, time: 0.424, data_time: 0.010, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9968, loss: 1.9968, grad_norm: 5.4398 2021-02-10 20:25:43,749 - mmaction - INFO - Epoch [9][3520/3757] lr: 1.000e-02, eta: 21:17:08, time: 0.441, data_time: 0.004, memory: 7076, top1_acc: 0.5430, top5_acc: 0.7906, loss_cls: 1.8716, loss: 1.8716, grad_norm: 5.1191 2021-02-10 20:25:53,031 - mmaction - INFO - Epoch [9][3540/3757] lr: 1.000e-02, eta: 21:16:55, time: 0.468, data_time: 0.005, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7875, loss_cls: 1.9002, loss: 1.9002, grad_norm: 5.0785 2021-02-10 20:26:01,935 - mmaction - INFO - Epoch [9][3560/3757] lr: 1.000e-02, eta: 21:16:40, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 2.0035, loss: 2.0035, grad_norm: 5.4433 2021-02-10 20:26:10,086 - mmaction - INFO - Epoch [9][3580/3757] lr: 1.000e-02, eta: 21:16:22, time: 0.411, data_time: 0.005, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7750, loss_cls: 1.9553, loss: 1.9553, grad_norm: 5.1124 2021-02-10 20:26:19,724 - mmaction - INFO - Epoch [9][3600/3757] lr: 1.000e-02, eta: 21:16:11, time: 0.481, data_time: 0.014, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7953, loss_cls: 1.9305, loss: 1.9305, grad_norm: 5.3012 2021-02-10 20:26:27,286 - mmaction - INFO - Epoch [9][3620/3757] lr: 1.000e-02, eta: 21:15:50, time: 0.380, data_time: 0.002, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7820, loss_cls: 1.9516, loss: 1.9516, grad_norm: 5.2167 2021-02-10 20:26:36,963 - mmaction - INFO - Epoch [9][3640/3757] lr: 1.000e-02, eta: 21:15:39, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7922, loss_cls: 1.9264, loss: 1.9264, grad_norm: 5.0269 2021-02-10 20:26:46,264 - mmaction - INFO - Epoch [9][3660/3757] lr: 1.000e-02, eta: 21:15:26, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.5086, top5_acc: 0.7734, loss_cls: 1.9836, loss: 1.9836, grad_norm: 5.1125 2021-02-10 20:26:55,009 - mmaction - INFO - Epoch [9][3680/3757] lr: 1.000e-02, eta: 21:15:11, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7844, loss_cls: 1.8630, loss: 1.8630, grad_norm: 5.1370 2021-02-10 20:27:03,565 - mmaction - INFO - Epoch [9][3700/3757] lr: 1.000e-02, eta: 21:14:55, time: 0.428, data_time: 0.001, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7688, loss_cls: 1.9880, loss: 1.9880, grad_norm: 5.2754 2021-02-10 20:27:12,449 - mmaction - INFO - Epoch [9][3720/3757] lr: 1.000e-02, eta: 21:14:40, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7937, loss_cls: 1.8749, loss: 1.8749, grad_norm: 5.1079 2021-02-10 20:27:21,690 - mmaction - INFO - Epoch [9][3740/3757] lr: 1.000e-02, eta: 21:14:27, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7812, loss_cls: 1.9426, loss: 1.9426, grad_norm: 5.3528 2021-02-10 20:30:21,617 - mmaction - INFO - Epoch [10][20/3757] lr: 1.000e-02, eta: 21:25:11, time: 8.194, data_time: 7.701, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7930, loss_cls: 1.8399, loss: 1.8399, grad_norm: 5.1841 2021-02-10 20:30:30,896 - mmaction - INFO - Epoch [10][40/3757] lr: 1.000e-02, eta: 21:24:58, time: 0.465, data_time: 0.008, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 1.9628, loss: 1.9628, grad_norm: 5.3386 2021-02-10 20:30:40,030 - mmaction - INFO - Epoch [10][60/3757] lr: 1.000e-02, eta: 21:24:44, time: 0.457, data_time: 0.007, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7906, loss_cls: 1.8767, loss: 1.8767, grad_norm: 5.2266 2021-02-10 20:30:47,351 - mmaction - INFO - Epoch [10][80/3757] lr: 1.000e-02, eta: 21:24:22, time: 0.366, data_time: 0.001, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.7850, loss: 1.7850, grad_norm: 5.2401 2021-02-10 20:30:56,641 - mmaction - INFO - Epoch [10][100/3757] lr: 1.000e-02, eta: 21:24:08, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8008, loss_cls: 1.7626, loss: 1.7626, grad_norm: 5.0109 2021-02-10 20:31:05,735 - mmaction - INFO - Epoch [10][120/3757] lr: 1.000e-02, eta: 21:23:54, time: 0.456, data_time: 0.002, memory: 7076, top1_acc: 0.5547, top5_acc: 0.8148, loss_cls: 1.7981, loss: 1.7981, grad_norm: 5.3089 2021-02-10 20:31:14,720 - mmaction - INFO - Epoch [10][140/3757] lr: 1.000e-02, eta: 21:23:39, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7875, loss_cls: 1.9296, loss: 1.9296, grad_norm: 5.3267 2021-02-10 20:31:24,140 - mmaction - INFO - Epoch [10][160/3757] lr: 1.000e-02, eta: 21:23:27, time: 0.473, data_time: 0.003, memory: 7076, top1_acc: 0.5430, top5_acc: 0.8023, loss_cls: 1.8451, loss: 1.8451, grad_norm: 5.2379 2021-02-10 20:31:32,203 - mmaction - INFO - Epoch [10][180/3757] lr: 1.000e-02, eta: 21:23:08, time: 0.403, data_time: 0.004, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7859, loss_cls: 1.8992, loss: 1.8992, grad_norm: 5.4806 2021-02-10 20:31:42,316 - mmaction - INFO - Epoch [10][200/3757] lr: 1.000e-02, eta: 21:22:58, time: 0.505, data_time: 0.053, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7758, loss_cls: 1.9640, loss: 1.9640, grad_norm: 5.3348 2021-02-10 20:31:50,766 - mmaction - INFO - Epoch [10][220/3757] lr: 1.000e-02, eta: 21:22:41, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7914, loss_cls: 1.8830, loss: 1.8830, grad_norm: 5.2591 2021-02-10 20:32:00,390 - mmaction - INFO - Epoch [10][240/3757] lr: 1.000e-02, eta: 21:22:30, time: 0.483, data_time: 0.003, memory: 7076, top1_acc: 0.5836, top5_acc: 0.7930, loss_cls: 1.7882, loss: 1.7882, grad_norm: 5.2160 2021-02-10 20:32:07,848 - mmaction - INFO - Epoch [10][260/3757] lr: 1.000e-02, eta: 21:22:08, time: 0.372, data_time: 0.002, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7977, loss_cls: 1.8289, loss: 1.8289, grad_norm: 5.3210 2021-02-10 20:32:16,288 - mmaction - INFO - Epoch [10][280/3757] lr: 1.000e-02, eta: 21:21:51, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8070, loss_cls: 1.8203, loss: 1.8203, grad_norm: 5.3279 2021-02-10 20:32:25,292 - mmaction - INFO - Epoch [10][300/3757] lr: 1.000e-02, eta: 21:21:36, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.5617, top5_acc: 0.7711, loss_cls: 1.8617, loss: 1.8617, grad_norm: 5.2197 2021-02-10 20:32:35,618 - mmaction - INFO - Epoch [10][320/3757] lr: 1.000e-02, eta: 21:21:28, time: 0.513, data_time: 0.004, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.2615 2021-02-10 20:32:44,150 - mmaction - INFO - Epoch [10][340/3757] lr: 1.000e-02, eta: 21:21:11, time: 0.429, data_time: 0.005, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8730, loss: 1.8730, grad_norm: 5.1546 2021-02-10 20:32:54,968 - mmaction - INFO - Epoch [10][360/3757] lr: 1.000e-02, eta: 21:21:05, time: 0.540, data_time: 0.002, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7812, loss_cls: 1.9118, loss: 1.9118, grad_norm: 5.2297 2021-02-10 20:33:03,105 - mmaction - INFO - Epoch [10][380/3757] lr: 1.000e-02, eta: 21:20:47, time: 0.408, data_time: 0.004, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7922, loss_cls: 1.8821, loss: 1.8821, grad_norm: 5.2661 2021-02-10 20:33:12,889 - mmaction - INFO - Epoch [10][400/3757] lr: 1.000e-02, eta: 21:20:36, time: 0.490, data_time: 0.004, memory: 7076, top1_acc: 0.5516, top5_acc: 0.8047, loss_cls: 1.8032, loss: 1.8032, grad_norm: 5.1939 2021-02-10 20:33:21,433 - mmaction - INFO - Epoch [10][420/3757] lr: 1.000e-02, eta: 21:20:19, time: 0.428, data_time: 0.002, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9682, loss: 1.9682, grad_norm: 5.3870 2021-02-10 20:33:30,299 - mmaction - INFO - Epoch [10][440/3757] lr: 1.000e-02, eta: 21:20:04, time: 0.441, data_time: 0.003, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9089, loss: 1.9089, grad_norm: 5.3479 2021-02-10 20:33:37,697 - mmaction - INFO - Epoch [10][460/3757] lr: 1.000e-02, eta: 21:19:42, time: 0.372, data_time: 0.003, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8187, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.0899 2021-02-10 20:33:47,206 - mmaction - INFO - Epoch [10][480/3757] lr: 1.000e-02, eta: 21:19:30, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7797, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.2864 2021-02-10 20:33:55,946 - mmaction - INFO - Epoch [10][500/3757] lr: 1.000e-02, eta: 21:19:14, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8039, loss_cls: 1.7743, loss: 1.7743, grad_norm: 5.2699 2021-02-10 20:34:04,100 - mmaction - INFO - Epoch [10][520/3757] lr: 1.000e-02, eta: 21:18:56, time: 0.409, data_time: 0.004, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7906, loss_cls: 1.8990, loss: 1.8990, grad_norm: 5.3147 2021-02-10 20:34:13,538 - mmaction - INFO - Epoch [10][540/3757] lr: 1.000e-02, eta: 21:18:44, time: 0.470, data_time: 0.002, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8063, loss_cls: 1.7793, loss: 1.7793, grad_norm: 5.1465 2021-02-10 20:34:21,309 - mmaction - INFO - Epoch [10][560/3757] lr: 1.000e-02, eta: 21:18:24, time: 0.390, data_time: 0.003, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7992, loss_cls: 1.8559, loss: 1.8559, grad_norm: 5.4108 2021-02-10 20:34:30,214 - mmaction - INFO - Epoch [10][580/3757] lr: 1.000e-02, eta: 21:18:09, time: 0.444, data_time: 0.005, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8156, loss_cls: 1.7391, loss: 1.7391, grad_norm: 5.1772 2021-02-10 20:34:38,796 - mmaction - INFO - Epoch [10][600/3757] lr: 1.000e-02, eta: 21:17:53, time: 0.430, data_time: 0.001, memory: 7076, top1_acc: 0.5617, top5_acc: 0.7812, loss_cls: 1.8508, loss: 1.8508, grad_norm: 5.2244 2021-02-10 20:34:48,987 - mmaction - INFO - Epoch [10][620/3757] lr: 1.000e-02, eta: 21:17:43, time: 0.507, data_time: 0.002, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7969, loss_cls: 1.8116, loss: 1.8116, grad_norm: 5.2512 2021-02-10 20:34:57,946 - mmaction - INFO - Epoch [10][640/3757] lr: 1.000e-02, eta: 21:17:29, time: 0.450, data_time: 0.012, memory: 7076, top1_acc: 0.5445, top5_acc: 0.8047, loss_cls: 1.8689, loss: 1.8689, grad_norm: 5.2982 2021-02-10 20:35:06,750 - mmaction - INFO - Epoch [10][660/3757] lr: 1.000e-02, eta: 21:17:14, time: 0.440, data_time: 0.002, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8063, loss_cls: 1.7724, loss: 1.7724, grad_norm: 5.1141 2021-02-10 20:35:16,616 - mmaction - INFO - Epoch [10][680/3757] lr: 1.000e-02, eta: 21:17:03, time: 0.492, data_time: 0.002, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7758, loss_cls: 1.8801, loss: 1.8801, grad_norm: 5.0341 2021-02-10 20:35:25,808 - mmaction - INFO - Epoch [10][700/3757] lr: 1.000e-02, eta: 21:16:49, time: 0.461, data_time: 0.003, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7883, loss_cls: 1.8805, loss: 1.8805, grad_norm: 5.0932 2021-02-10 20:35:34,716 - mmaction - INFO - Epoch [10][720/3757] lr: 1.000e-02, eta: 21:16:35, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7945, loss_cls: 1.8662, loss: 1.8662, grad_norm: 5.3263 2021-02-10 20:35:43,445 - mmaction - INFO - Epoch [10][740/3757] lr: 1.000e-02, eta: 21:16:19, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7883, loss_cls: 1.8531, loss: 1.8531, grad_norm: 5.1571 2021-02-10 20:35:51,728 - mmaction - INFO - Epoch [10][760/3757] lr: 1.000e-02, eta: 21:16:02, time: 0.414, data_time: 0.012, memory: 7076, top1_acc: 0.5437, top5_acc: 0.7859, loss_cls: 1.8775, loss: 1.8775, grad_norm: 5.5489 2021-02-10 20:36:01,076 - mmaction - INFO - Epoch [10][780/3757] lr: 1.000e-02, eta: 21:15:49, time: 0.468, data_time: 0.098, memory: 7076, top1_acc: 0.5547, top5_acc: 0.8031, loss_cls: 1.8178, loss: 1.8178, grad_norm: 5.1531 2021-02-10 20:36:09,986 - mmaction - INFO - Epoch [10][800/3757] lr: 1.000e-02, eta: 21:15:34, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.5273, top5_acc: 0.7836, loss_cls: 1.9408, loss: 1.9408, grad_norm: 5.4368 2021-02-10 20:36:18,328 - mmaction - INFO - Epoch [10][820/3757] lr: 1.000e-02, eta: 21:15:17, time: 0.419, data_time: 0.003, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7750, loss_cls: 1.9369, loss: 1.9369, grad_norm: 5.2269 2021-02-10 20:36:26,760 - mmaction - INFO - Epoch [10][840/3757] lr: 1.000e-02, eta: 21:15:00, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7961, loss_cls: 1.8238, loss: 1.8238, grad_norm: 5.1337 2021-02-10 20:36:36,653 - mmaction - INFO - Epoch [10][860/3757] lr: 1.000e-02, eta: 21:14:49, time: 0.494, data_time: 0.003, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7742, loss_cls: 1.9221, loss: 1.9221, grad_norm: 5.4205 2021-02-10 20:36:45,647 - mmaction - INFO - Epoch [10][880/3757] lr: 1.000e-02, eta: 21:14:35, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.5531, top5_acc: 0.8117, loss_cls: 1.7818, loss: 1.7818, grad_norm: 5.2482 2021-02-10 20:36:53,750 - mmaction - INFO - Epoch [10][900/3757] lr: 1.000e-02, eta: 21:14:17, time: 0.404, data_time: 0.006, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7922, loss_cls: 1.9001, loss: 1.9001, grad_norm: 5.3385 2021-02-10 20:37:03,684 - mmaction - INFO - Epoch [10][920/3757] lr: 1.000e-02, eta: 21:14:06, time: 0.498, data_time: 0.004, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7977, loss_cls: 1.7919, loss: 1.7919, grad_norm: 5.1458 2021-02-10 20:37:12,232 - mmaction - INFO - Epoch [10][940/3757] lr: 1.000e-02, eta: 21:13:50, time: 0.429, data_time: 0.027, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.9051, loss: 1.9051, grad_norm: 5.2360 2021-02-10 20:37:21,024 - mmaction - INFO - Epoch [10][960/3757] lr: 1.000e-02, eta: 21:13:35, time: 0.439, data_time: 0.015, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7852, loss_cls: 1.9139, loss: 1.9139, grad_norm: 5.3809 2021-02-10 20:37:29,742 - mmaction - INFO - Epoch [10][980/3757] lr: 1.000e-02, eta: 21:13:19, time: 0.429, data_time: 0.010, memory: 7076, top1_acc: 0.5820, top5_acc: 0.7883, loss_cls: 1.7699, loss: 1.7699, grad_norm: 4.9631 2021-02-10 20:37:37,855 - mmaction - INFO - Epoch [10][1000/3757] lr: 1.000e-02, eta: 21:13:01, time: 0.413, data_time: 0.037, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.8949, loss: 1.8949, grad_norm: 5.2774 2021-02-10 20:37:46,564 - mmaction - INFO - Epoch [10][1020/3757] lr: 1.000e-02, eta: 21:12:46, time: 0.436, data_time: 0.060, memory: 7076, top1_acc: 0.5547, top5_acc: 0.7898, loss_cls: 1.9080, loss: 1.9080, grad_norm: 5.4972 2021-02-10 20:37:55,238 - mmaction - INFO - Epoch [10][1040/3757] lr: 1.000e-02, eta: 21:12:30, time: 0.433, data_time: 0.003, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7789, loss_cls: 1.9532, loss: 1.9532, grad_norm: 5.3356 2021-02-10 20:38:04,339 - mmaction - INFO - Epoch [10][1060/3757] lr: 1.000e-02, eta: 21:12:16, time: 0.455, data_time: 0.007, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7883, loss_cls: 1.9557, loss: 1.9557, grad_norm: 5.4429 2021-02-10 20:38:12,914 - mmaction - INFO - Epoch [10][1080/3757] lr: 1.000e-02, eta: 21:12:00, time: 0.430, data_time: 0.003, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7758, loss_cls: 1.9333, loss: 1.9333, grad_norm: 5.3325 2021-02-10 20:38:22,600 - mmaction - INFO - Epoch [10][1100/3757] lr: 1.000e-02, eta: 21:11:49, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7570, loss_cls: 2.0569, loss: 2.0569, grad_norm: 5.3983 2021-02-10 20:38:30,664 - mmaction - INFO - Epoch [10][1120/3757] lr: 1.000e-02, eta: 21:11:30, time: 0.404, data_time: 0.008, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7875, loss_cls: 1.8664, loss: 1.8664, grad_norm: 5.0576 2021-02-10 20:38:39,760 - mmaction - INFO - Epoch [10][1140/3757] lr: 1.000e-02, eta: 21:11:16, time: 0.452, data_time: 0.002, memory: 7076, top1_acc: 0.5687, top5_acc: 0.7922, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.1077 2021-02-10 20:38:48,188 - mmaction - INFO - Epoch [10][1160/3757] lr: 1.000e-02, eta: 21:11:00, time: 0.425, data_time: 0.006, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8031, loss_cls: 1.8358, loss: 1.8358, grad_norm: 5.2128 2021-02-10 20:38:56,277 - mmaction - INFO - Epoch [10][1180/3757] lr: 1.000e-02, eta: 21:10:41, time: 0.404, data_time: 0.001, memory: 7076, top1_acc: 0.5695, top5_acc: 0.7859, loss_cls: 1.8166, loss: 1.8166, grad_norm: 5.1747 2021-02-10 20:39:05,182 - mmaction - INFO - Epoch [10][1200/3757] lr: 1.000e-02, eta: 21:10:27, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7891, loss_cls: 1.8627, loss: 1.8627, grad_norm: 5.3170 2021-02-10 20:39:14,142 - mmaction - INFO - Epoch [10][1220/3757] lr: 1.000e-02, eta: 21:10:12, time: 0.446, data_time: 0.003, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7758, loss_cls: 1.9597, loss: 1.9597, grad_norm: 5.2567 2021-02-10 20:39:22,450 - mmaction - INFO - Epoch [10][1240/3757] lr: 1.000e-02, eta: 21:09:55, time: 0.417, data_time: 0.003, memory: 7076, top1_acc: 0.5437, top5_acc: 0.7945, loss_cls: 1.8515, loss: 1.8515, grad_norm: 5.1472 2021-02-10 20:39:32,443 - mmaction - INFO - Epoch [10][1260/3757] lr: 1.000e-02, eta: 21:09:45, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.5617, top5_acc: 0.7961, loss_cls: 1.8459, loss: 1.8459, grad_norm: 5.2968 2021-02-10 20:39:41,126 - mmaction - INFO - Epoch [10][1280/3757] lr: 1.000e-02, eta: 21:09:30, time: 0.437, data_time: 0.007, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7891, loss_cls: 1.8630, loss: 1.8630, grad_norm: 5.4094 2021-02-10 20:39:48,875 - mmaction - INFO - Epoch [10][1300/3757] lr: 1.000e-02, eta: 21:09:10, time: 0.389, data_time: 0.003, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7984, loss_cls: 1.8263, loss: 1.8263, grad_norm: 5.3127 2021-02-10 20:39:57,793 - mmaction - INFO - Epoch [10][1320/3757] lr: 1.000e-02, eta: 21:08:55, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7844, loss_cls: 1.9832, loss: 1.9832, grad_norm: 5.4795 2021-02-10 20:40:06,934 - mmaction - INFO - Epoch [10][1340/3757] lr: 1.000e-02, eta: 21:08:42, time: 0.454, data_time: 0.003, memory: 7076, top1_acc: 0.5359, top5_acc: 0.7859, loss_cls: 1.9056, loss: 1.9056, grad_norm: 5.5352 2021-02-10 20:40:16,360 - mmaction - INFO - Epoch [10][1360/3757] lr: 1.000e-02, eta: 21:08:29, time: 0.474, data_time: 0.005, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8890, loss: 1.8890, grad_norm: 5.4053 2021-02-10 20:40:25,131 - mmaction - INFO - Epoch [10][1380/3757] lr: 1.000e-02, eta: 21:08:14, time: 0.438, data_time: 0.004, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9360, loss: 1.9360, grad_norm: 5.3201 2021-02-10 20:40:33,727 - mmaction - INFO - Epoch [10][1400/3757] lr: 1.000e-02, eta: 21:07:58, time: 0.431, data_time: 0.004, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7859, loss_cls: 1.9072, loss: 1.9072, grad_norm: 5.3822 2021-02-10 20:40:44,195 - mmaction - INFO - Epoch [10][1420/3757] lr: 1.000e-02, eta: 21:07:51, time: 0.523, data_time: 0.011, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8016, loss_cls: 1.8073, loss: 1.8073, grad_norm: 4.9880 2021-02-10 20:40:52,641 - mmaction - INFO - Epoch [10][1440/3757] lr: 1.000e-02, eta: 21:07:34, time: 0.420, data_time: 0.002, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7859, loss_cls: 1.8910, loss: 1.8910, grad_norm: 5.1993 2021-02-10 20:41:02,889 - mmaction - INFO - Epoch [10][1460/3757] lr: 1.000e-02, eta: 21:07:25, time: 0.515, data_time: 0.005, memory: 7076, top1_acc: 0.5211, top5_acc: 0.7844, loss_cls: 1.9675, loss: 1.9675, grad_norm: 5.3533 2021-02-10 20:41:10,513 - mmaction - INFO - Epoch [10][1480/3757] lr: 1.000e-02, eta: 21:07:05, time: 0.380, data_time: 0.002, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7930, loss_cls: 1.8855, loss: 1.8855, grad_norm: 5.2739 2021-02-10 20:41:20,225 - mmaction - INFO - Epoch [10][1500/3757] lr: 1.000e-02, eta: 21:06:54, time: 0.483, data_time: 0.004, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7937, loss_cls: 1.8739, loss: 1.8739, grad_norm: 5.4120 2021-02-10 20:41:28,176 - mmaction - INFO - Epoch [10][1520/3757] lr: 1.000e-02, eta: 21:06:35, time: 0.401, data_time: 0.005, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7906, loss_cls: 1.9168, loss: 1.9168, grad_norm: 5.3054 2021-02-10 20:41:37,363 - mmaction - INFO - Epoch [10][1540/3757] lr: 1.000e-02, eta: 21:06:22, time: 0.459, data_time: 0.001, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7766, loss_cls: 1.8857, loss: 1.8857, grad_norm: 5.1991 2021-02-10 20:41:46,505 - mmaction - INFO - Epoch [10][1560/3757] lr: 1.000e-02, eta: 21:06:09, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7898, loss_cls: 1.8838, loss: 1.8838, grad_norm: 5.2092 2021-02-10 20:41:55,314 - mmaction - INFO - Epoch [10][1580/3757] lr: 1.000e-02, eta: 21:05:54, time: 0.439, data_time: 0.001, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8094, loss_cls: 1.8072, loss: 1.8072, grad_norm: 5.2356 2021-02-10 20:42:04,617 - mmaction - INFO - Epoch [10][1600/3757] lr: 1.000e-02, eta: 21:05:41, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7828, loss_cls: 1.9466, loss: 1.9466, grad_norm: 5.3417 2021-02-10 20:42:14,064 - mmaction - INFO - Epoch [10][1620/3757] lr: 1.000e-02, eta: 21:05:28, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7859, loss_cls: 1.9007, loss: 1.9007, grad_norm: 5.3555 2021-02-10 20:42:22,183 - mmaction - INFO - Epoch [10][1640/3757] lr: 1.000e-02, eta: 21:05:11, time: 0.411, data_time: 0.007, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7812, loss_cls: 1.8539, loss: 1.8539, grad_norm: 5.1627 2021-02-10 20:42:31,125 - mmaction - INFO - Epoch [10][1660/3757] lr: 1.000e-02, eta: 21:04:56, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7906, loss_cls: 1.9234, loss: 1.9234, grad_norm: 5.2816 2021-02-10 20:42:40,695 - mmaction - INFO - Epoch [10][1680/3757] lr: 1.000e-02, eta: 21:04:45, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7820, loss_cls: 1.9293, loss: 1.9293, grad_norm: 5.3527 2021-02-10 20:42:48,682 - mmaction - INFO - Epoch [10][1700/3757] lr: 1.000e-02, eta: 21:04:26, time: 0.401, data_time: 0.003, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7984, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.3049 2021-02-10 20:42:58,298 - mmaction - INFO - Epoch [10][1720/3757] lr: 1.000e-02, eta: 21:04:15, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.8750, loss: 1.8750, grad_norm: 5.3034 2021-02-10 20:43:07,405 - mmaction - INFO - Epoch [10][1740/3757] lr: 1.000e-02, eta: 21:04:01, time: 0.457, data_time: 0.004, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7930, loss_cls: 1.8324, loss: 1.8324, grad_norm: 5.3008 2021-02-10 20:43:15,939 - mmaction - INFO - Epoch [10][1760/3757] lr: 1.000e-02, eta: 21:03:45, time: 0.425, data_time: 0.002, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7883, loss_cls: 1.8607, loss: 1.8607, grad_norm: 5.3348 2021-02-10 20:43:24,340 - mmaction - INFO - Epoch [10][1780/3757] lr: 1.000e-02, eta: 21:03:29, time: 0.422, data_time: 0.002, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7805, loss_cls: 1.8952, loss: 1.8952, grad_norm: 5.4398 2021-02-10 20:43:32,878 - mmaction - INFO - Epoch [10][1800/3757] lr: 1.000e-02, eta: 21:03:13, time: 0.427, data_time: 0.001, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8086, loss_cls: 1.8292, loss: 1.8292, grad_norm: 5.3362 2021-02-10 20:43:42,989 - mmaction - INFO - Epoch [10][1820/3757] lr: 1.000e-02, eta: 21:03:03, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.4344 2021-02-10 20:43:50,701 - mmaction - INFO - Epoch [10][1840/3757] lr: 1.000e-02, eta: 21:02:44, time: 0.385, data_time: 0.003, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8094, loss_cls: 1.7913, loss: 1.7913, grad_norm: 5.0684 2021-02-10 20:43:59,339 - mmaction - INFO - Epoch [10][1860/3757] lr: 1.000e-02, eta: 21:02:28, time: 0.433, data_time: 0.003, memory: 7076, top1_acc: 0.5750, top5_acc: 0.7977, loss_cls: 1.8028, loss: 1.8028, grad_norm: 5.2791 2021-02-10 20:44:07,732 - mmaction - INFO - Epoch [10][1880/3757] lr: 1.000e-02, eta: 21:02:12, time: 0.419, data_time: 0.001, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7805, loss_cls: 1.9216, loss: 1.9216, grad_norm: 5.3623 2021-02-10 20:44:17,336 - mmaction - INFO - Epoch [10][1900/3757] lr: 1.000e-02, eta: 21:02:00, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7977, loss_cls: 1.8902, loss: 1.8902, grad_norm: 5.3916 2021-02-10 20:44:25,603 - mmaction - INFO - Epoch [10][1920/3757] lr: 1.000e-02, eta: 21:01:43, time: 0.414, data_time: 0.005, memory: 7076, top1_acc: 0.5016, top5_acc: 0.7578, loss_cls: 2.0718, loss: 2.0718, grad_norm: 5.3155 2021-02-10 20:44:35,270 - mmaction - INFO - Epoch [10][1940/3757] lr: 1.000e-02, eta: 21:01:32, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.5648, top5_acc: 0.7930, loss_cls: 1.8435, loss: 1.8435, grad_norm: 5.1868 2021-02-10 20:44:43,652 - mmaction - INFO - Epoch [10][1960/3757] lr: 1.000e-02, eta: 21:01:15, time: 0.420, data_time: 0.003, memory: 7076, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 1.9336, loss: 1.9336, grad_norm: 5.4237 2021-02-10 20:44:52,462 - mmaction - INFO - Epoch [10][1980/3757] lr: 1.000e-02, eta: 21:01:00, time: 0.440, data_time: 0.001, memory: 7076, top1_acc: 0.5359, top5_acc: 0.7773, loss_cls: 2.0018, loss: 2.0018, grad_norm: 5.4655 2021-02-10 20:45:00,749 - mmaction - INFO - Epoch [10][2000/3757] lr: 1.000e-02, eta: 21:00:42, time: 0.403, data_time: 0.001, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7867, loss_cls: 1.8988, loss: 1.8988, grad_norm: 5.3346 2021-02-10 20:45:08,983 - mmaction - INFO - Epoch [10][2020/3757] lr: 1.000e-02, eta: 21:00:26, time: 0.423, data_time: 0.013, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7844, loss_cls: 1.9135, loss: 1.9135, grad_norm: 5.3330 2021-02-10 20:45:17,849 - mmaction - INFO - Epoch [10][2040/3757] lr: 1.000e-02, eta: 21:00:12, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.8641, loss: 1.8641, grad_norm: 5.1634 2021-02-10 20:45:27,494 - mmaction - INFO - Epoch [10][2060/3757] lr: 1.000e-02, eta: 21:00:00, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7805, loss_cls: 1.9269, loss: 1.9269, grad_norm: 5.3505 2021-02-10 20:45:36,075 - mmaction - INFO - Epoch [10][2080/3757] lr: 1.000e-02, eta: 20:59:45, time: 0.428, data_time: 0.002, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.8138, loss: 1.8138, grad_norm: 5.2687 2021-02-10 20:45:45,151 - mmaction - INFO - Epoch [10][2100/3757] lr: 1.000e-02, eta: 20:59:31, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.5594, top5_acc: 0.7766, loss_cls: 1.9106, loss: 1.9106, grad_norm: 5.3418 2021-02-10 20:45:53,972 - mmaction - INFO - Epoch [10][2120/3757] lr: 1.000e-02, eta: 20:59:16, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7820, loss_cls: 1.9814, loss: 1.9814, grad_norm: 5.3394 2021-02-10 20:46:03,281 - mmaction - INFO - Epoch [10][2140/3757] lr: 1.000e-02, eta: 20:59:04, time: 0.469, data_time: 0.006, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7766, loss_cls: 1.8676, loss: 1.8676, grad_norm: 5.3943 2021-02-10 20:46:10,837 - mmaction - INFO - Epoch [10][2160/3757] lr: 1.000e-02, eta: 20:58:44, time: 0.378, data_time: 0.004, memory: 7076, top1_acc: 0.5430, top5_acc: 0.8016, loss_cls: 1.8553, loss: 1.8553, grad_norm: 5.2982 2021-02-10 20:46:19,476 - mmaction - INFO - Epoch [10][2180/3757] lr: 1.000e-02, eta: 20:58:28, time: 0.433, data_time: 0.002, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8055, loss_cls: 1.8199, loss: 1.8199, grad_norm: 5.3816 2021-02-10 20:46:28,947 - mmaction - INFO - Epoch [10][2200/3757] lr: 1.000e-02, eta: 20:58:16, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.5594, top5_acc: 0.7961, loss_cls: 1.8483, loss: 1.8483, grad_norm: 5.1322 2021-02-10 20:46:37,538 - mmaction - INFO - Epoch [10][2220/3757] lr: 1.000e-02, eta: 20:58:01, time: 0.429, data_time: 0.002, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7883, loss_cls: 1.8624, loss: 1.8624, grad_norm: 5.1736 2021-02-10 20:46:46,752 - mmaction - INFO - Epoch [10][2240/3757] lr: 1.000e-02, eta: 20:57:48, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.5586, top5_acc: 0.8023, loss_cls: 1.8512, loss: 1.8512, grad_norm: 5.1884 2021-02-10 20:46:55,485 - mmaction - INFO - Epoch [10][2260/3757] lr: 1.000e-02, eta: 20:57:32, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.5453, top5_acc: 0.8008, loss_cls: 1.8701, loss: 1.8701, grad_norm: 5.2605 2021-02-10 20:47:04,501 - mmaction - INFO - Epoch [10][2280/3757] lr: 1.000e-02, eta: 20:57:19, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.5250, top5_acc: 0.7766, loss_cls: 1.9699, loss: 1.9699, grad_norm: 5.4090 2021-02-10 20:47:13,542 - mmaction - INFO - Epoch [10][2300/3757] lr: 1.000e-02, eta: 20:57:05, time: 0.452, data_time: 0.003, memory: 7076, top1_acc: 0.5437, top5_acc: 0.7898, loss_cls: 1.8670, loss: 1.8670, grad_norm: 5.2242 2021-02-10 20:47:21,691 - mmaction - INFO - Epoch [10][2320/3757] lr: 1.000e-02, eta: 20:56:47, time: 0.408, data_time: 0.001, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7719, loss_cls: 1.9189, loss: 1.9189, grad_norm: 5.1458 2021-02-10 20:47:31,696 - mmaction - INFO - Epoch [10][2340/3757] lr: 1.000e-02, eta: 20:56:38, time: 0.498, data_time: 0.017, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7992, loss_cls: 1.8583, loss: 1.8583, grad_norm: 5.2513 2021-02-10 20:47:39,245 - mmaction - INFO - Epoch [10][2360/3757] lr: 1.000e-02, eta: 20:56:18, time: 0.379, data_time: 0.004, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9065, loss: 1.9065, grad_norm: 5.1975 2021-02-10 20:47:48,427 - mmaction - INFO - Epoch [10][2380/3757] lr: 1.000e-02, eta: 20:56:05, time: 0.459, data_time: 0.001, memory: 7076, top1_acc: 0.5250, top5_acc: 0.7570, loss_cls: 1.9928, loss: 1.9928, grad_norm: 5.2002 2021-02-10 20:47:57,443 - mmaction - INFO - Epoch [10][2400/3757] lr: 1.000e-02, eta: 20:55:51, time: 0.451, data_time: 0.003, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7922, loss_cls: 1.9353, loss: 1.9353, grad_norm: 5.4370 2021-02-10 20:48:06,245 - mmaction - INFO - Epoch [10][2420/3757] lr: 1.000e-02, eta: 20:55:36, time: 0.440, data_time: 0.002, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7867, loss_cls: 1.8984, loss: 1.8984, grad_norm: 5.2359 2021-02-10 20:48:15,147 - mmaction - INFO - Epoch [10][2440/3757] lr: 1.000e-02, eta: 20:55:22, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7937, loss_cls: 1.9154, loss: 1.9154, grad_norm: 5.2998 2021-02-10 20:48:23,931 - mmaction - INFO - Epoch [10][2460/3757] lr: 1.000e-02, eta: 20:55:07, time: 0.437, data_time: 0.007, memory: 7076, top1_acc: 0.5492, top5_acc: 0.8070, loss_cls: 1.8268, loss: 1.8268, grad_norm: 5.2215 2021-02-10 20:48:32,866 - mmaction - INFO - Epoch [10][2480/3757] lr: 1.000e-02, eta: 20:54:53, time: 0.447, data_time: 0.003, memory: 7076, top1_acc: 0.5555, top5_acc: 0.8055, loss_cls: 1.7964, loss: 1.7964, grad_norm: 5.1734 2021-02-10 20:48:41,269 - mmaction - INFO - Epoch [10][2500/3757] lr: 1.000e-02, eta: 20:54:37, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.5242, top5_acc: 0.7820, loss_cls: 1.9588, loss: 1.9588, grad_norm: 5.3672 2021-02-10 20:48:50,123 - mmaction - INFO - Epoch [10][2520/3757] lr: 1.000e-02, eta: 20:54:22, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7844, loss_cls: 1.8542, loss: 1.8542, grad_norm: 5.2491 2021-02-10 20:48:58,996 - mmaction - INFO - Epoch [10][2540/3757] lr: 1.000e-02, eta: 20:54:08, time: 0.443, data_time: 0.003, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7867, loss_cls: 1.9297, loss: 1.9297, grad_norm: 5.4760 2021-02-10 20:49:08,324 - mmaction - INFO - Epoch [10][2560/3757] lr: 1.000e-02, eta: 20:53:55, time: 0.467, data_time: 0.005, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7773, loss_cls: 1.8667, loss: 1.8667, grad_norm: 5.1984 2021-02-10 20:49:18,037 - mmaction - INFO - Epoch [10][2580/3757] lr: 1.000e-02, eta: 20:53:44, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.5617, top5_acc: 0.7820, loss_cls: 1.8581, loss: 1.8581, grad_norm: 5.1250 2021-02-10 20:49:26,935 - mmaction - INFO - Epoch [10][2600/3757] lr: 1.000e-02, eta: 20:53:30, time: 0.445, data_time: 0.003, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7945, loss_cls: 1.8604, loss: 1.8604, grad_norm: 5.4485 2021-02-10 20:49:34,918 - mmaction - INFO - Epoch [10][2620/3757] lr: 1.000e-02, eta: 20:53:12, time: 0.400, data_time: 0.003, memory: 7076, top1_acc: 0.5492, top5_acc: 0.8008, loss_cls: 1.8853, loss: 1.8853, grad_norm: 5.2565 2021-02-10 20:49:44,619 - mmaction - INFO - Epoch [10][2640/3757] lr: 1.000e-02, eta: 20:53:01, time: 0.485, data_time: 0.003, memory: 7076, top1_acc: 0.5430, top5_acc: 0.7750, loss_cls: 1.9007, loss: 1.9007, grad_norm: 5.3774 2021-02-10 20:49:52,350 - mmaction - INFO - Epoch [10][2660/3757] lr: 1.000e-02, eta: 20:52:42, time: 0.387, data_time: 0.010, memory: 7076, top1_acc: 0.5508, top5_acc: 0.8039, loss_cls: 1.8114, loss: 1.8114, grad_norm: 5.2391 2021-02-10 20:50:02,102 - mmaction - INFO - Epoch [10][2680/3757] lr: 1.000e-02, eta: 20:52:32, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7852, loss_cls: 1.8952, loss: 1.8952, grad_norm: 5.2691 2021-02-10 20:50:10,528 - mmaction - INFO - Epoch [10][2700/3757] lr: 1.000e-02, eta: 20:52:16, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.5383, top5_acc: 0.7742, loss_cls: 1.9635, loss: 1.9635, grad_norm: 5.2907 2021-02-10 20:50:18,820 - mmaction - INFO - Epoch [10][2720/3757] lr: 1.000e-02, eta: 20:51:59, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7711, loss_cls: 1.9348, loss: 1.9348, grad_norm: 5.3080 2021-02-10 20:50:28,080 - mmaction - INFO - Epoch [10][2740/3757] lr: 1.000e-02, eta: 20:51:46, time: 0.464, data_time: 0.003, memory: 7076, top1_acc: 0.5555, top5_acc: 0.8000, loss_cls: 1.8674, loss: 1.8674, grad_norm: 5.3373 2021-02-10 20:50:36,861 - mmaction - INFO - Epoch [10][2760/3757] lr: 1.000e-02, eta: 20:51:31, time: 0.433, data_time: 0.002, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7602, loss_cls: 1.9618, loss: 1.9618, grad_norm: 5.1851 2021-02-10 20:50:45,603 - mmaction - INFO - Epoch [10][2780/3757] lr: 1.000e-02, eta: 20:51:17, time: 0.444, data_time: 0.008, memory: 7076, top1_acc: 0.5641, top5_acc: 0.7898, loss_cls: 1.8940, loss: 1.8940, grad_norm: 5.3240 2021-02-10 20:50:53,617 - mmaction - INFO - Epoch [10][2800/3757] lr: 1.000e-02, eta: 20:50:59, time: 0.398, data_time: 0.001, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7937, loss_cls: 1.8242, loss: 1.8242, grad_norm: 5.1719 2021-02-10 20:51:02,565 - mmaction - INFO - Epoch [10][2820/3757] lr: 1.000e-02, eta: 20:50:45, time: 0.450, data_time: 0.004, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7812, loss_cls: 1.9024, loss: 1.9024, grad_norm: 5.2152 2021-02-10 20:51:10,935 - mmaction - INFO - Epoch [10][2840/3757] lr: 1.000e-02, eta: 20:50:28, time: 0.415, data_time: 0.002, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7906, loss_cls: 1.8789, loss: 1.8789, grad_norm: 5.1577 2021-02-10 20:51:19,047 - mmaction - INFO - Epoch [10][2860/3757] lr: 1.000e-02, eta: 20:50:11, time: 0.409, data_time: 0.005, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7742, loss_cls: 1.9629, loss: 1.9629, grad_norm: 5.2682 2021-02-10 20:51:28,448 - mmaction - INFO - Epoch [10][2880/3757] lr: 1.000e-02, eta: 20:49:59, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7859, loss_cls: 1.9254, loss: 1.9254, grad_norm: 5.4128 2021-02-10 20:51:36,881 - mmaction - INFO - Epoch [10][2900/3757] lr: 1.000e-02, eta: 20:49:43, time: 0.417, data_time: 0.004, memory: 7076, top1_acc: 0.5758, top5_acc: 0.7859, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.3176 2021-02-10 20:51:45,957 - mmaction - INFO - Epoch [10][2920/3757] lr: 1.000e-02, eta: 20:49:29, time: 0.456, data_time: 0.006, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9017, loss: 1.9017, grad_norm: 5.1536 2021-02-10 20:51:54,525 - mmaction - INFO - Epoch [10][2940/3757] lr: 1.000e-02, eta: 20:49:14, time: 0.430, data_time: 0.004, memory: 7076, top1_acc: 0.5359, top5_acc: 0.7742, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.3005 2021-02-10 20:52:05,320 - mmaction - INFO - Epoch [10][2960/3757] lr: 1.000e-02, eta: 20:49:08, time: 0.539, data_time: 0.001, memory: 7076, top1_acc: 0.5422, top5_acc: 0.7852, loss_cls: 1.9256, loss: 1.9256, grad_norm: 5.3719 2021-02-10 20:52:12,983 - mmaction - INFO - Epoch [10][2980/3757] lr: 1.000e-02, eta: 20:48:48, time: 0.383, data_time: 0.003, memory: 7076, top1_acc: 0.5430, top5_acc: 0.7891, loss_cls: 1.9075, loss: 1.9075, grad_norm: 5.3927 2021-02-10 20:52:21,895 - mmaction - INFO - Epoch [10][3000/3757] lr: 1.000e-02, eta: 20:48:34, time: 0.447, data_time: 0.003, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7797, loss_cls: 1.9417, loss: 1.9417, grad_norm: 5.3994 2021-02-10 20:52:30,505 - mmaction - INFO - Epoch [10][3020/3757] lr: 1.000e-02, eta: 20:48:19, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7773, loss_cls: 1.9669, loss: 1.9669, grad_norm: 5.2891 2021-02-10 20:52:39,182 - mmaction - INFO - Epoch [10][3040/3757] lr: 1.000e-02, eta: 20:48:04, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7898, loss_cls: 1.8670, loss: 1.8670, grad_norm: 5.0799 2021-02-10 20:52:48,401 - mmaction - INFO - Epoch [10][3060/3757] lr: 1.000e-02, eta: 20:47:51, time: 0.465, data_time: 0.008, memory: 7076, top1_acc: 0.5430, top5_acc: 0.7922, loss_cls: 1.8856, loss: 1.8856, grad_norm: 5.2261 2021-02-10 20:52:56,929 - mmaction - INFO - Epoch [10][3080/3757] lr: 1.000e-02, eta: 20:47:36, time: 0.426, data_time: 0.001, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7961, loss_cls: 1.8327, loss: 1.8327, grad_norm: 5.0680 2021-02-10 20:53:05,855 - mmaction - INFO - Epoch [10][3100/3757] lr: 1.000e-02, eta: 20:47:22, time: 0.446, data_time: 0.003, memory: 7076, top1_acc: 0.5203, top5_acc: 0.7664, loss_cls: 1.9821, loss: 1.9821, grad_norm: 5.3976 2021-02-10 20:53:14,366 - mmaction - INFO - Epoch [10][3120/3757] lr: 1.000e-02, eta: 20:47:06, time: 0.425, data_time: 0.004, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8094, loss_cls: 1.8099, loss: 1.8099, grad_norm: 5.2461 2021-02-10 20:53:24,275 - mmaction - INFO - Epoch [10][3140/3757] lr: 1.000e-02, eta: 20:46:56, time: 0.497, data_time: 0.003, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.8203, loss: 1.8203, grad_norm: 5.1598 2021-02-10 20:53:31,870 - mmaction - INFO - Epoch [10][3160/3757] lr: 1.000e-02, eta: 20:46:37, time: 0.379, data_time: 0.001, memory: 7076, top1_acc: 0.5328, top5_acc: 0.7734, loss_cls: 1.9514, loss: 1.9514, grad_norm: 5.1573 2021-02-10 20:53:40,872 - mmaction - INFO - Epoch [10][3180/3757] lr: 1.000e-02, eta: 20:46:23, time: 0.451, data_time: 0.007, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7992, loss_cls: 1.8658, loss: 1.8658, grad_norm: 5.1317 2021-02-10 20:53:50,591 - mmaction - INFO - Epoch [10][3200/3757] lr: 1.000e-02, eta: 20:46:12, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.5547, top5_acc: 0.7953, loss_cls: 1.8337, loss: 1.8337, grad_norm: 5.2725 2021-02-10 20:53:59,262 - mmaction - INFO - Epoch [10][3220/3757] lr: 1.000e-02, eta: 20:45:57, time: 0.434, data_time: 0.062, memory: 7076, top1_acc: 0.5289, top5_acc: 0.7727, loss_cls: 1.9961, loss: 1.9961, grad_norm: 5.2546 2021-02-10 20:54:07,632 - mmaction - INFO - Epoch [10][3240/3757] lr: 1.000e-02, eta: 20:45:41, time: 0.418, data_time: 0.027, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8000, loss_cls: 1.7876, loss: 1.7876, grad_norm: 5.1392 2021-02-10 20:54:16,576 - mmaction - INFO - Epoch [10][3260/3757] lr: 1.000e-02, eta: 20:45:27, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7742, loss_cls: 1.9327, loss: 1.9327, grad_norm: 5.3230 2021-02-10 20:54:26,737 - mmaction - INFO - Epoch [10][3280/3757] lr: 1.000e-02, eta: 20:45:18, time: 0.510, data_time: 0.006, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7969, loss_cls: 1.8724, loss: 1.8724, grad_norm: 5.0817 2021-02-10 20:54:34,775 - mmaction - INFO - Epoch [10][3300/3757] lr: 1.000e-02, eta: 20:45:00, time: 0.391, data_time: 0.002, memory: 7076, top1_acc: 0.5547, top5_acc: 0.8055, loss_cls: 1.8235, loss: 1.8235, grad_norm: 5.1228 2021-02-10 20:54:44,675 - mmaction - INFO - Epoch [10][3320/3757] lr: 1.000e-02, eta: 20:44:51, time: 0.507, data_time: 0.013, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7820, loss_cls: 1.9755, loss: 1.9755, grad_norm: 5.4712 2021-02-10 20:54:53,042 - mmaction - INFO - Epoch [10][3340/3757] lr: 1.000e-02, eta: 20:44:35, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7852, loss_cls: 1.9309, loss: 1.9309, grad_norm: 5.4876 2021-02-10 20:55:01,939 - mmaction - INFO - Epoch [10][3360/3757] lr: 1.000e-02, eta: 20:44:21, time: 0.446, data_time: 0.003, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7844, loss_cls: 1.8570, loss: 1.8570, grad_norm: 5.1711 2021-02-10 20:55:09,455 - mmaction - INFO - Epoch [10][3380/3757] lr: 1.000e-02, eta: 20:44:01, time: 0.376, data_time: 0.001, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7883, loss_cls: 1.8535, loss: 1.8535, grad_norm: 5.0808 2021-02-10 20:55:18,495 - mmaction - INFO - Epoch [10][3400/3757] lr: 1.000e-02, eta: 20:43:48, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7781, loss_cls: 1.9346, loss: 1.9346, grad_norm: 5.1718 2021-02-10 20:55:27,280 - mmaction - INFO - Epoch [10][3420/3757] lr: 1.000e-02, eta: 20:43:33, time: 0.441, data_time: 0.005, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7781, loss_cls: 1.9293, loss: 1.9293, grad_norm: 5.2082 2021-02-10 20:55:36,017 - mmaction - INFO - Epoch [10][3440/3757] lr: 1.000e-02, eta: 20:43:19, time: 0.437, data_time: 0.003, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7750, loss_cls: 1.9372, loss: 1.9372, grad_norm: 5.2666 2021-02-10 20:55:45,206 - mmaction - INFO - Epoch [10][3460/3757] lr: 1.000e-02, eta: 20:43:06, time: 0.460, data_time: 0.002, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7711, loss_cls: 1.9541, loss: 1.9541, grad_norm: 5.1447 2021-02-10 20:55:53,962 - mmaction - INFO - Epoch [10][3480/3757] lr: 1.000e-02, eta: 20:42:51, time: 0.438, data_time: 0.028, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7812, loss_cls: 1.9143, loss: 1.9143, grad_norm: 5.1850 2021-02-10 20:56:02,673 - mmaction - INFO - Epoch [10][3500/3757] lr: 1.000e-02, eta: 20:42:37, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.5164, top5_acc: 0.7789, loss_cls: 1.9544, loss: 1.9544, grad_norm: 5.3509 2021-02-10 20:56:11,061 - mmaction - INFO - Epoch [10][3520/3757] lr: 1.000e-02, eta: 20:42:21, time: 0.419, data_time: 0.002, memory: 7076, top1_acc: 0.5281, top5_acc: 0.7867, loss_cls: 1.9364, loss: 1.9364, grad_norm: 5.3546 2021-02-10 20:56:20,519 - mmaction - INFO - Epoch [10][3540/3757] lr: 1.000e-02, eta: 20:42:09, time: 0.474, data_time: 0.002, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7672, loss_cls: 1.9493, loss: 1.9493, grad_norm: 5.2551 2021-02-10 20:56:28,752 - mmaction - INFO - Epoch [10][3560/3757] lr: 1.000e-02, eta: 20:41:52, time: 0.411, data_time: 0.003, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7859, loss_cls: 1.9012, loss: 1.9012, grad_norm: 5.1219 2021-02-10 20:56:37,595 - mmaction - INFO - Epoch [10][3580/3757] lr: 1.000e-02, eta: 20:41:38, time: 0.440, data_time: 0.002, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9357, loss: 1.9357, grad_norm: 5.1224 2021-02-10 20:56:46,805 - mmaction - INFO - Epoch [10][3600/3757] lr: 1.000e-02, eta: 20:41:25, time: 0.463, data_time: 0.005, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7937, loss_cls: 1.8575, loss: 1.8575, grad_norm: 5.1905 2021-02-10 20:56:55,286 - mmaction - INFO - Epoch [10][3620/3757] lr: 1.000e-02, eta: 20:41:10, time: 0.422, data_time: 0.045, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7953, loss_cls: 1.8433, loss: 1.8433, grad_norm: 5.1998 2021-02-10 20:57:04,299 - mmaction - INFO - Epoch [10][3640/3757] lr: 1.000e-02, eta: 20:40:56, time: 0.453, data_time: 0.004, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7773, loss_cls: 1.9138, loss: 1.9138, grad_norm: 5.2592 2021-02-10 20:57:14,085 - mmaction - INFO - Epoch [10][3660/3757] lr: 1.000e-02, eta: 20:40:46, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.5234, top5_acc: 0.7789, loss_cls: 2.0179, loss: 2.0179, grad_norm: 5.6747 2021-02-10 20:57:22,896 - mmaction - INFO - Epoch [10][3680/3757] lr: 1.000e-02, eta: 20:40:32, time: 0.443, data_time: 0.004, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7695, loss_cls: 2.0450, loss: 2.0450, grad_norm: 5.4470 2021-02-10 20:57:30,191 - mmaction - INFO - Epoch [10][3700/3757] lr: 1.000e-02, eta: 20:40:11, time: 0.365, data_time: 0.002, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7680, loss_cls: 1.9502, loss: 1.9502, grad_norm: 5.2192 2021-02-10 20:57:39,840 - mmaction - INFO - Epoch [10][3720/3757] lr: 1.000e-02, eta: 20:40:00, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8039, loss_cls: 1.8221, loss: 1.8221, grad_norm: 5.1172 2021-02-10 20:57:48,118 - mmaction - INFO - Epoch [10][3740/3757] lr: 1.000e-02, eta: 20:39:44, time: 0.415, data_time: 0.004, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7797, loss_cls: 1.9049, loss: 1.9049, grad_norm: 5.2118 2021-02-10 20:58:04,434 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-02-10 21:02:53,007 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-02-10 21:02:53,782 - mmaction - INFO - top1_acc 0.5702 top5_acc 0.8165 2021-02-10 21:02:53,782 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-02-10 21:02:53,817 - mmaction - INFO - mean_acc 0.5702 2021-02-10 21:02:53,823 - mmaction - INFO - Epoch(val) [10][3757] top1_acc: 0.5702, top5_acc: 0.8165, mean_class_accuracy: 0.5702 2021-02-10 21:04:47,568 - mmaction - INFO - Epoch [11][20/3757] lr: 1.000e-02, eta: 20:45:47, time: 5.686, data_time: 5.263, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7797, loss_cls: 1.8624, loss: 1.8624, grad_norm: 5.0583 2021-02-10 21:04:56,442 - mmaction - INFO - Epoch [11][40/3757] lr: 1.000e-02, eta: 20:45:33, time: 0.444, data_time: 0.019, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7984, loss_cls: 1.8554, loss: 1.8554, grad_norm: 5.2224 2021-02-10 21:05:05,232 - mmaction - INFO - Epoch [11][60/3757] lr: 1.000e-02, eta: 20:45:18, time: 0.440, data_time: 0.003, memory: 7076, top1_acc: 0.5719, top5_acc: 0.7805, loss_cls: 1.8430, loss: 1.8430, grad_norm: 5.0534 2021-02-10 21:05:16,006 - mmaction - INFO - Epoch [11][80/3757] lr: 1.000e-02, eta: 20:45:11, time: 0.538, data_time: 0.001, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7867, loss_cls: 1.8354, loss: 1.8354, grad_norm: 5.0798 2021-02-10 21:05:23,757 - mmaction - INFO - Epoch [11][100/3757] lr: 1.000e-02, eta: 20:44:53, time: 0.389, data_time: 0.003, memory: 7076, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.7930, loss: 1.7930, grad_norm: 5.0534 2021-02-10 21:05:33,745 - mmaction - INFO - Epoch [11][120/3757] lr: 1.000e-02, eta: 20:44:43, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.5594, top5_acc: 0.8055, loss_cls: 1.7894, loss: 1.7894, grad_norm: 5.2294 2021-02-10 21:05:41,739 - mmaction - INFO - Epoch [11][140/3757] lr: 1.000e-02, eta: 20:44:25, time: 0.402, data_time: 0.006, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7977, loss_cls: 1.8473, loss: 1.8473, grad_norm: 5.4430 2021-02-10 21:05:50,522 - mmaction - INFO - Epoch [11][160/3757] lr: 1.000e-02, eta: 20:44:11, time: 0.438, data_time: 0.019, memory: 7076, top1_acc: 0.5680, top5_acc: 0.7984, loss_cls: 1.8296, loss: 1.8296, grad_norm: 5.4093 2021-02-10 21:05:59,511 - mmaction - INFO - Epoch [11][180/3757] lr: 1.000e-02, eta: 20:43:57, time: 0.449, data_time: 0.043, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7875, loss_cls: 1.8580, loss: 1.8580, grad_norm: 5.1967 2021-02-10 21:06:08,069 - mmaction - INFO - Epoch [11][200/3757] lr: 1.000e-02, eta: 20:43:41, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7984, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.2624 2021-02-10 21:06:17,331 - mmaction - INFO - Epoch [11][220/3757] lr: 1.000e-02, eta: 20:43:28, time: 0.459, data_time: 0.039, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.8114, loss: 1.8114, grad_norm: 5.1587 2021-02-10 21:06:25,855 - mmaction - INFO - Epoch [11][240/3757] lr: 1.000e-02, eta: 20:43:13, time: 0.430, data_time: 0.018, memory: 7076, top1_acc: 0.5570, top5_acc: 0.8094, loss_cls: 1.8012, loss: 1.8012, grad_norm: 5.3213 2021-02-10 21:06:35,339 - mmaction - INFO - Epoch [11][260/3757] lr: 1.000e-02, eta: 20:43:01, time: 0.474, data_time: 0.003, memory: 7076, top1_acc: 0.5617, top5_acc: 0.7914, loss_cls: 1.8420, loss: 1.8420, grad_norm: 5.2930 2021-02-10 21:06:43,763 - mmaction - INFO - Epoch [11][280/3757] lr: 1.000e-02, eta: 20:42:45, time: 0.420, data_time: 0.002, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8063, loss_cls: 1.7526, loss: 1.7526, grad_norm: 5.2402 2021-02-10 21:06:54,884 - mmaction - INFO - Epoch [11][300/3757] lr: 1.000e-02, eta: 20:42:40, time: 0.557, data_time: 0.004, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7922, loss_cls: 1.8320, loss: 1.8320, grad_norm: 5.1991 2021-02-10 21:07:03,040 - mmaction - INFO - Epoch [11][320/3757] lr: 1.000e-02, eta: 20:42:23, time: 0.407, data_time: 0.041, memory: 7076, top1_acc: 0.5492, top5_acc: 0.8063, loss_cls: 1.8659, loss: 1.8659, grad_norm: 5.3314 2021-02-10 21:07:11,105 - mmaction - INFO - Epoch [11][340/3757] lr: 1.000e-02, eta: 20:42:06, time: 0.404, data_time: 0.040, memory: 7076, top1_acc: 0.5602, top5_acc: 0.8000, loss_cls: 1.8138, loss: 1.8138, grad_norm: 5.1969 2021-02-10 21:07:20,405 - mmaction - INFO - Epoch [11][360/3757] lr: 1.000e-02, eta: 20:41:53, time: 0.465, data_time: 0.062, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8187, loss_cls: 1.7394, loss: 1.7394, grad_norm: 5.0964 2021-02-10 21:07:29,117 - mmaction - INFO - Epoch [11][380/3757] lr: 1.000e-02, eta: 20:41:39, time: 0.435, data_time: 0.022, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8047, loss_cls: 1.8236, loss: 1.8236, grad_norm: 5.4462 2021-02-10 21:07:39,667 - mmaction - INFO - Epoch [11][400/3757] lr: 1.000e-02, eta: 20:41:31, time: 0.527, data_time: 0.078, memory: 7076, top1_acc: 0.5594, top5_acc: 0.8117, loss_cls: 1.7887, loss: 1.7887, grad_norm: 5.1376 2021-02-10 21:07:48,510 - mmaction - INFO - Epoch [11][420/3757] lr: 1.000e-02, eta: 20:41:17, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7891, loss_cls: 1.8349, loss: 1.8349, grad_norm: 5.0523 2021-02-10 21:07:56,988 - mmaction - INFO - Epoch [11][440/3757] lr: 1.000e-02, eta: 20:41:01, time: 0.420, data_time: 0.001, memory: 7076, top1_acc: 0.5539, top5_acc: 0.8031, loss_cls: 1.8156, loss: 1.8156, grad_norm: 5.1847 2021-02-10 21:08:06,262 - mmaction - INFO - Epoch [11][460/3757] lr: 1.000e-02, eta: 20:40:49, time: 0.467, data_time: 0.006, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7844, loss_cls: 1.9090, loss: 1.9090, grad_norm: 5.2461 2021-02-10 21:08:16,216 - mmaction - INFO - Epoch [11][480/3757] lr: 1.000e-02, eta: 20:40:39, time: 0.497, data_time: 0.004, memory: 7076, top1_acc: 0.5641, top5_acc: 0.7969, loss_cls: 1.7826, loss: 1.7826, grad_norm: 5.2264 2021-02-10 21:08:24,326 - mmaction - INFO - Epoch [11][500/3757] lr: 1.000e-02, eta: 20:40:22, time: 0.406, data_time: 0.003, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7891, loss_cls: 1.9006, loss: 1.9006, grad_norm: 5.4341 2021-02-10 21:08:34,280 - mmaction - INFO - Epoch [11][520/3757] lr: 1.000e-02, eta: 20:40:12, time: 0.498, data_time: 0.004, memory: 7076, top1_acc: 0.5578, top5_acc: 0.8016, loss_cls: 1.7833, loss: 1.7833, grad_norm: 5.3334 2021-02-10 21:08:41,529 - mmaction - INFO - Epoch [11][540/3757] lr: 1.000e-02, eta: 20:39:51, time: 0.362, data_time: 0.003, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7914, loss_cls: 1.9012, loss: 1.9012, grad_norm: 5.6425 2021-02-10 21:08:50,809 - mmaction - INFO - Epoch [11][560/3757] lr: 1.000e-02, eta: 20:39:39, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9148, loss: 1.9148, grad_norm: 5.6024 2021-02-10 21:08:59,896 - mmaction - INFO - Epoch [11][580/3757] lr: 1.000e-02, eta: 20:39:25, time: 0.454, data_time: 0.003, memory: 7076, top1_acc: 0.5633, top5_acc: 0.8031, loss_cls: 1.8286, loss: 1.8286, grad_norm: 5.3457 2021-02-10 21:09:08,246 - mmaction - INFO - Epoch [11][600/3757] lr: 1.000e-02, eta: 20:39:09, time: 0.419, data_time: 0.004, memory: 7076, top1_acc: 0.5594, top5_acc: 0.7984, loss_cls: 1.8379, loss: 1.8379, grad_norm: 5.2911 2021-02-10 21:09:16,955 - mmaction - INFO - Epoch [11][620/3757] lr: 1.000e-02, eta: 20:38:54, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.5742, top5_acc: 0.7937, loss_cls: 1.7949, loss: 1.7949, grad_norm: 5.0498 2021-02-10 21:09:25,374 - mmaction - INFO - Epoch [11][640/3757] lr: 1.000e-02, eta: 20:38:39, time: 0.422, data_time: 0.002, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7891, loss_cls: 1.8749, loss: 1.8749, grad_norm: 5.0959 2021-02-10 21:09:36,111 - mmaction - INFO - Epoch [11][660/3757] lr: 1.000e-02, eta: 20:38:32, time: 0.533, data_time: 0.001, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7922, loss_cls: 1.8323, loss: 1.8323, grad_norm: 5.2624 2021-02-10 21:09:44,164 - mmaction - INFO - Epoch [11][680/3757] lr: 1.000e-02, eta: 20:38:14, time: 0.403, data_time: 0.006, memory: 7076, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.8089, loss: 1.8089, grad_norm: 5.0989 2021-02-10 21:09:55,039 - mmaction - INFO - Epoch [11][700/3757] lr: 1.000e-02, eta: 20:38:08, time: 0.545, data_time: 0.003, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7891, loss_cls: 1.8740, loss: 1.8740, grad_norm: 5.2684 2021-02-10 21:10:02,419 - mmaction - INFO - Epoch [11][720/3757] lr: 1.000e-02, eta: 20:37:48, time: 0.370, data_time: 0.004, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8000, loss_cls: 1.7574, loss: 1.7574, grad_norm: 5.1300 2021-02-10 21:10:11,375 - mmaction - INFO - Epoch [11][740/3757] lr: 1.000e-02, eta: 20:37:35, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7844, loss_cls: 1.8570, loss: 1.8570, grad_norm: 5.3590 2021-02-10 21:10:20,424 - mmaction - INFO - Epoch [11][760/3757] lr: 1.000e-02, eta: 20:37:21, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.5648, top5_acc: 0.7805, loss_cls: 1.8826, loss: 1.8826, grad_norm: 5.3880 2021-02-10 21:10:29,373 - mmaction - INFO - Epoch [11][780/3757] lr: 1.000e-02, eta: 20:37:08, time: 0.449, data_time: 0.003, memory: 7076, top1_acc: 0.5539, top5_acc: 0.8063, loss_cls: 1.7547, loss: 1.7547, grad_norm: 5.3524 2021-02-10 21:10:38,527 - mmaction - INFO - Epoch [11][800/3757] lr: 1.000e-02, eta: 20:36:54, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7805, loss_cls: 1.8468, loss: 1.8468, grad_norm: 5.2561 2021-02-10 21:10:47,039 - mmaction - INFO - Epoch [11][820/3757] lr: 1.000e-02, eta: 20:36:39, time: 0.427, data_time: 0.008, memory: 7076, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.8094, loss: 1.8094, grad_norm: 5.1247 2021-02-10 21:10:57,419 - mmaction - INFO - Epoch [11][840/3757] lr: 1.000e-02, eta: 20:36:31, time: 0.516, data_time: 0.003, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8094, loss_cls: 1.7845, loss: 1.7845, grad_norm: 5.0898 2021-02-10 21:11:04,710 - mmaction - INFO - Epoch [11][860/3757] lr: 1.000e-02, eta: 20:36:11, time: 0.367, data_time: 0.004, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7953, loss_cls: 1.8826, loss: 1.8826, grad_norm: 5.3135 2021-02-10 21:11:17,029 - mmaction - INFO - Epoch [11][880/3757] lr: 1.000e-02, eta: 20:36:10, time: 0.615, data_time: 0.001, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7906, loss_cls: 1.8646, loss: 1.8646, grad_norm: 5.2871 2021-02-10 21:11:24,671 - mmaction - INFO - Epoch [11][900/3757] lr: 1.000e-02, eta: 20:35:51, time: 0.383, data_time: 0.006, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7930, loss_cls: 1.8748, loss: 1.8748, grad_norm: 5.2461 2021-02-10 21:11:35,792 - mmaction - INFO - Epoch [11][920/3757] lr: 1.000e-02, eta: 20:35:46, time: 0.553, data_time: 0.001, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7875, loss_cls: 1.8859, loss: 1.8859, grad_norm: 5.1248 2021-02-10 21:11:43,140 - mmaction - INFO - Epoch [11][940/3757] lr: 1.000e-02, eta: 20:35:26, time: 0.371, data_time: 0.005, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7891, loss_cls: 1.8316, loss: 1.8316, grad_norm: 5.0085 2021-02-10 21:11:52,252 - mmaction - INFO - Epoch [11][960/3757] lr: 1.000e-02, eta: 20:35:13, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8236, loss: 1.8236, grad_norm: 5.0307 2021-02-10 21:12:01,267 - mmaction - INFO - Epoch [11][980/3757] lr: 1.000e-02, eta: 20:35:00, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7930, loss_cls: 1.8913, loss: 1.8913, grad_norm: 5.4090 2021-02-10 21:12:10,427 - mmaction - INFO - Epoch [11][1000/3757] lr: 1.000e-02, eta: 20:34:47, time: 0.458, data_time: 0.038, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8094, loss_cls: 1.7412, loss: 1.7412, grad_norm: 5.0986 2021-02-10 21:12:20,462 - mmaction - INFO - Epoch [11][1020/3757] lr: 1.000e-02, eta: 20:34:37, time: 0.500, data_time: 0.063, memory: 7076, top1_acc: 0.5414, top5_acc: 0.8102, loss_cls: 1.8208, loss: 1.8208, grad_norm: 5.2316 2021-02-10 21:12:28,920 - mmaction - INFO - Epoch [11][1040/3757] lr: 1.000e-02, eta: 20:34:21, time: 0.424, data_time: 0.004, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7883, loss_cls: 1.8736, loss: 1.8736, grad_norm: 5.3446 2021-02-10 21:12:39,014 - mmaction - INFO - Epoch [11][1060/3757] lr: 1.000e-02, eta: 20:34:12, time: 0.504, data_time: 0.003, memory: 7076, top1_acc: 0.5430, top5_acc: 0.7852, loss_cls: 1.9191, loss: 1.9191, grad_norm: 5.3719 2021-02-10 21:12:47,598 - mmaction - INFO - Epoch [11][1080/3757] lr: 1.000e-02, eta: 20:33:57, time: 0.427, data_time: 0.005, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7977, loss_cls: 1.8758, loss: 1.8758, grad_norm: 5.4289 2021-02-10 21:12:55,732 - mmaction - INFO - Epoch [11][1100/3757] lr: 1.000e-02, eta: 20:33:40, time: 0.410, data_time: 0.005, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7977, loss_cls: 1.8198, loss: 1.8198, grad_norm: 5.2268 2021-02-10 21:13:05,900 - mmaction - INFO - Epoch [11][1120/3757] lr: 1.000e-02, eta: 20:33:31, time: 0.508, data_time: 0.062, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7820, loss_cls: 1.9485, loss: 1.9485, grad_norm: 5.3529 2021-02-10 21:13:15,034 - mmaction - INFO - Epoch [11][1140/3757] lr: 1.000e-02, eta: 20:33:18, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.5648, top5_acc: 0.7969, loss_cls: 1.8170, loss: 1.8170, grad_norm: 5.0716 2021-02-10 21:13:22,402 - mmaction - INFO - Epoch [11][1160/3757] lr: 1.000e-02, eta: 20:32:59, time: 0.370, data_time: 0.007, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7898, loss_cls: 1.9217, loss: 1.9217, grad_norm: 5.2850 2021-02-10 21:13:32,066 - mmaction - INFO - Epoch [11][1180/3757] lr: 1.000e-02, eta: 20:32:48, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8039, loss_cls: 1.8095, loss: 1.8095, grad_norm: 5.3489 2021-02-10 21:13:41,101 - mmaction - INFO - Epoch [11][1200/3757] lr: 1.000e-02, eta: 20:32:34, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7930, loss_cls: 1.8324, loss: 1.8324, grad_norm: 5.2150 2021-02-10 21:13:51,719 - mmaction - INFO - Epoch [11][1220/3757] lr: 1.000e-02, eta: 20:32:27, time: 0.531, data_time: 0.005, memory: 7076, top1_acc: 0.5305, top5_acc: 0.7844, loss_cls: 1.9156, loss: 1.9156, grad_norm: 5.4469 2021-02-10 21:14:00,342 - mmaction - INFO - Epoch [11][1240/3757] lr: 1.000e-02, eta: 20:32:12, time: 0.432, data_time: 0.042, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7906, loss_cls: 1.8406, loss: 1.8406, grad_norm: 5.2902 2021-02-10 21:14:09,347 - mmaction - INFO - Epoch [11][1260/3757] lr: 1.000e-02, eta: 20:31:59, time: 0.449, data_time: 0.005, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7930, loss_cls: 1.8240, loss: 1.8240, grad_norm: 5.2982 2021-02-10 21:14:18,182 - mmaction - INFO - Epoch [11][1280/3757] lr: 1.000e-02, eta: 20:31:44, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.5547, top5_acc: 0.7922, loss_cls: 1.8832, loss: 1.8832, grad_norm: 5.1950 2021-02-10 21:14:27,286 - mmaction - INFO - Epoch [11][1300/3757] lr: 1.000e-02, eta: 20:31:32, time: 0.457, data_time: 0.006, memory: 7076, top1_acc: 0.5539, top5_acc: 0.8039, loss_cls: 1.8070, loss: 1.8070, grad_norm: 5.2127 2021-02-10 21:14:36,033 - mmaction - INFO - Epoch [11][1320/3757] lr: 1.000e-02, eta: 20:31:17, time: 0.438, data_time: 0.003, memory: 7076, top1_acc: 0.5492, top5_acc: 0.8102, loss_cls: 1.8204, loss: 1.8204, grad_norm: 5.3755 2021-02-10 21:14:45,543 - mmaction - INFO - Epoch [11][1340/3757] lr: 1.000e-02, eta: 20:31:06, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7750, loss_cls: 1.8819, loss: 1.8819, grad_norm: 5.4207 2021-02-10 21:14:53,464 - mmaction - INFO - Epoch [11][1360/3757] lr: 1.000e-02, eta: 20:30:48, time: 0.399, data_time: 0.003, memory: 7076, top1_acc: 0.5633, top5_acc: 0.8102, loss_cls: 1.8021, loss: 1.8021, grad_norm: 5.0901 2021-02-10 21:15:04,226 - mmaction - INFO - Epoch [11][1380/3757] lr: 1.000e-02, eta: 20:30:41, time: 0.537, data_time: 0.005, memory: 7076, top1_acc: 0.5555, top5_acc: 0.8125, loss_cls: 1.8138, loss: 1.8138, grad_norm: 5.2317 2021-02-10 21:15:11,657 - mmaction - INFO - Epoch [11][1400/3757] lr: 1.000e-02, eta: 20:30:22, time: 0.373, data_time: 0.002, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7875, loss_cls: 1.9323, loss: 1.9323, grad_norm: 5.7181 2021-02-10 21:15:20,957 - mmaction - INFO - Epoch [11][1420/3757] lr: 1.000e-02, eta: 20:30:10, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8363, loss: 1.8363, grad_norm: 5.1201 2021-02-10 21:15:29,651 - mmaction - INFO - Epoch [11][1440/3757] lr: 1.000e-02, eta: 20:29:55, time: 0.434, data_time: 0.004, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8055, loss_cls: 1.8105, loss: 1.8105, grad_norm: 5.3239 2021-02-10 21:15:38,425 - mmaction - INFO - Epoch [11][1460/3757] lr: 1.000e-02, eta: 20:29:41, time: 0.438, data_time: 0.014, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7984, loss_cls: 1.8432, loss: 1.8432, grad_norm: 5.5259 2021-02-10 21:15:46,885 - mmaction - INFO - Epoch [11][1480/3757] lr: 1.000e-02, eta: 20:29:25, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.3794 2021-02-10 21:15:56,847 - mmaction - INFO - Epoch [11][1500/3757] lr: 1.000e-02, eta: 20:29:16, time: 0.500, data_time: 0.005, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7883, loss_cls: 1.8670, loss: 1.8670, grad_norm: 5.4516 2021-02-10 21:16:04,585 - mmaction - INFO - Epoch [11][1520/3757] lr: 1.000e-02, eta: 20:28:57, time: 0.387, data_time: 0.014, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7820, loss_cls: 1.9126, loss: 1.9126, grad_norm: 5.3320 2021-02-10 21:16:14,662 - mmaction - INFO - Epoch [11][1540/3757] lr: 1.000e-02, eta: 20:28:48, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7828, loss_cls: 1.8999, loss: 1.8999, grad_norm: 5.2440 2021-02-10 21:16:22,571 - mmaction - INFO - Epoch [11][1560/3757] lr: 1.000e-02, eta: 20:28:31, time: 0.394, data_time: 0.031, memory: 7076, top1_acc: 0.5195, top5_acc: 0.7859, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.2874 2021-02-10 21:16:32,021 - mmaction - INFO - Epoch [11][1580/3757] lr: 1.000e-02, eta: 20:28:19, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7789, loss_cls: 1.9352, loss: 1.9352, grad_norm: 5.3110 2021-02-10 21:16:41,026 - mmaction - INFO - Epoch [11][1600/3757] lr: 1.000e-02, eta: 20:28:06, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.9052, loss: 1.9052, grad_norm: 5.3543 2021-02-10 21:16:49,663 - mmaction - INFO - Epoch [11][1620/3757] lr: 1.000e-02, eta: 20:27:51, time: 0.429, data_time: 0.002, memory: 7076, top1_acc: 0.5719, top5_acc: 0.7898, loss_cls: 1.8631, loss: 1.8631, grad_norm: 5.3055 2021-02-10 21:16:59,615 - mmaction - INFO - Epoch [11][1640/3757] lr: 1.000e-02, eta: 20:27:41, time: 0.500, data_time: 0.004, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7875, loss_cls: 1.8321, loss: 1.8321, grad_norm: 5.2035 2021-02-10 21:17:07,877 - mmaction - INFO - Epoch [11][1660/3757] lr: 1.000e-02, eta: 20:27:25, time: 0.412, data_time: 0.002, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7656, loss_cls: 1.9254, loss: 1.9254, grad_norm: 5.4084 2021-02-10 21:17:16,871 - mmaction - INFO - Epoch [11][1680/3757] lr: 1.000e-02, eta: 20:27:12, time: 0.451, data_time: 0.003, memory: 7076, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8356, loss: 1.8356, grad_norm: 5.3004 2021-02-10 21:17:25,767 - mmaction - INFO - Epoch [11][1700/3757] lr: 1.000e-02, eta: 20:26:58, time: 0.445, data_time: 0.018, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8008, loss_cls: 1.8414, loss: 1.8414, grad_norm: 5.2206 2021-02-10 21:17:34,973 - mmaction - INFO - Epoch [11][1720/3757] lr: 1.000e-02, eta: 20:26:45, time: 0.460, data_time: 0.004, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7883, loss_cls: 1.8957, loss: 1.8957, grad_norm: 5.1810 2021-02-10 21:17:43,462 - mmaction - INFO - Epoch [11][1740/3757] lr: 1.000e-02, eta: 20:26:30, time: 0.425, data_time: 0.002, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7867, loss_cls: 1.8848, loss: 1.8848, grad_norm: 5.2394 2021-02-10 21:17:51,610 - mmaction - INFO - Epoch [11][1760/3757] lr: 1.000e-02, eta: 20:26:13, time: 0.407, data_time: 0.001, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7922, loss_cls: 1.8710, loss: 1.8710, grad_norm: 5.2443 2021-02-10 21:18:01,692 - mmaction - INFO - Epoch [11][1780/3757] lr: 1.000e-02, eta: 20:26:04, time: 0.504, data_time: 0.002, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7867, loss_cls: 1.8805, loss: 1.8805, grad_norm: 5.2150 2021-02-10 21:18:10,432 - mmaction - INFO - Epoch [11][1800/3757] lr: 1.000e-02, eta: 20:25:50, time: 0.435, data_time: 0.004, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7984, loss_cls: 1.8317, loss: 1.8317, grad_norm: 5.4109 2021-02-10 21:18:18,767 - mmaction - INFO - Epoch [11][1820/3757] lr: 1.000e-02, eta: 20:25:34, time: 0.419, data_time: 0.003, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7867, loss_cls: 1.8314, loss: 1.8314, grad_norm: 5.2505 2021-02-10 21:18:27,761 - mmaction - INFO - Epoch [11][1840/3757] lr: 1.000e-02, eta: 20:25:21, time: 0.449, data_time: 0.018, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7734, loss_cls: 1.9070, loss: 1.9070, grad_norm: 5.2757 2021-02-10 21:18:37,091 - mmaction - INFO - Epoch [11][1860/3757] lr: 1.000e-02, eta: 20:25:09, time: 0.466, data_time: 0.008, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7922, loss_cls: 1.9281, loss: 1.9281, grad_norm: 5.2819 2021-02-10 21:18:45,346 - mmaction - INFO - Epoch [11][1880/3757] lr: 1.000e-02, eta: 20:24:52, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.5445, top5_acc: 0.8148, loss_cls: 1.8137, loss: 1.8137, grad_norm: 5.1792 2021-02-10 21:18:55,515 - mmaction - INFO - Epoch [11][1900/3757] lr: 1.000e-02, eta: 20:24:44, time: 0.509, data_time: 0.002, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7883, loss_cls: 1.8596, loss: 1.8596, grad_norm: 5.3005 2021-02-10 21:19:02,991 - mmaction - INFO - Epoch [11][1920/3757] lr: 1.000e-02, eta: 20:24:25, time: 0.374, data_time: 0.001, memory: 7076, top1_acc: 0.5320, top5_acc: 0.7859, loss_cls: 1.9105, loss: 1.9105, grad_norm: 5.3883 2021-02-10 21:19:11,955 - mmaction - INFO - Epoch [11][1940/3757] lr: 1.000e-02, eta: 20:24:11, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7961, loss_cls: 1.8619, loss: 1.8619, grad_norm: 5.1409 2021-02-10 21:19:20,684 - mmaction - INFO - Epoch [11][1960/3757] lr: 1.000e-02, eta: 20:23:57, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7773, loss_cls: 1.9341, loss: 1.9341, grad_norm: 5.1962 2021-02-10 21:19:29,241 - mmaction - INFO - Epoch [11][1980/3757] lr: 1.000e-02, eta: 20:23:42, time: 0.427, data_time: 0.003, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7937, loss_cls: 1.8721, loss: 1.8721, grad_norm: 5.2319 2021-02-10 21:19:38,056 - mmaction - INFO - Epoch [11][2000/3757] lr: 1.000e-02, eta: 20:23:28, time: 0.441, data_time: 0.003, memory: 7076, top1_acc: 0.5625, top5_acc: 0.7891, loss_cls: 1.8182, loss: 1.8182, grad_norm: 5.3904 2021-02-10 21:19:46,759 - mmaction - INFO - Epoch [11][2020/3757] lr: 1.000e-02, eta: 20:23:13, time: 0.435, data_time: 0.067, memory: 7076, top1_acc: 0.5211, top5_acc: 0.7852, loss_cls: 1.9234, loss: 1.9234, grad_norm: 5.1938 2021-02-10 21:19:56,207 - mmaction - INFO - Epoch [11][2040/3757] lr: 1.000e-02, eta: 20:23:02, time: 0.471, data_time: 0.039, memory: 7076, top1_acc: 0.5555, top5_acc: 0.8016, loss_cls: 1.8253, loss: 1.8253, grad_norm: 4.9884 2021-02-10 21:20:03,596 - mmaction - INFO - Epoch [11][2060/3757] lr: 1.000e-02, eta: 20:22:43, time: 0.370, data_time: 0.004, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7303, loss: 1.7303, grad_norm: 5.0704 2021-02-10 21:20:13,375 - mmaction - INFO - Epoch [11][2080/3757] lr: 1.000e-02, eta: 20:22:32, time: 0.490, data_time: 0.009, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8211, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.9330 2021-02-10 21:20:22,146 - mmaction - INFO - Epoch [11][2100/3757] lr: 1.000e-02, eta: 20:22:18, time: 0.438, data_time: 0.002, memory: 7076, top1_acc: 0.5672, top5_acc: 0.7961, loss_cls: 1.8332, loss: 1.8332, grad_norm: 5.2669 2021-02-10 21:20:30,709 - mmaction - INFO - Epoch [11][2120/3757] lr: 1.000e-02, eta: 20:22:03, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.5602, top5_acc: 0.8148, loss_cls: 1.8187, loss: 1.8187, grad_norm: 5.2189 2021-02-10 21:20:39,139 - mmaction - INFO - Epoch [11][2140/3757] lr: 1.000e-02, eta: 20:21:48, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7906, loss_cls: 1.8524, loss: 1.8524, grad_norm: 5.3365 2021-02-10 21:20:47,915 - mmaction - INFO - Epoch [11][2160/3757] lr: 1.000e-02, eta: 20:21:34, time: 0.440, data_time: 0.006, memory: 7076, top1_acc: 0.5727, top5_acc: 0.7977, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.1550 2021-02-10 21:20:56,462 - mmaction - INFO - Epoch [11][2180/3757] lr: 1.000e-02, eta: 20:21:19, time: 0.425, data_time: 0.004, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7984, loss_cls: 1.8413, loss: 1.8413, grad_norm: 5.1041 2021-02-10 21:21:04,080 - mmaction - INFO - Epoch [11][2200/3757] lr: 1.000e-02, eta: 20:21:01, time: 0.383, data_time: 0.004, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7945, loss_cls: 1.8912, loss: 1.8912, grad_norm: 5.3655 2021-02-10 21:21:13,023 - mmaction - INFO - Epoch [11][2220/3757] lr: 1.000e-02, eta: 20:20:47, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7984, loss_cls: 1.8225, loss: 1.8225, grad_norm: 5.3272 2021-02-10 21:21:22,441 - mmaction - INFO - Epoch [11][2240/3757] lr: 1.000e-02, eta: 20:20:35, time: 0.470, data_time: 0.003, memory: 7076, top1_acc: 0.5437, top5_acc: 0.8016, loss_cls: 1.8540, loss: 1.8540, grad_norm: 5.2941 2021-02-10 21:21:31,116 - mmaction - INFO - Epoch [11][2260/3757] lr: 1.000e-02, eta: 20:20:21, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8094, loss_cls: 1.7916, loss: 1.7916, grad_norm: 5.0438 2021-02-10 21:21:40,934 - mmaction - INFO - Epoch [11][2280/3757] lr: 1.000e-02, eta: 20:20:11, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.5547, top5_acc: 0.7961, loss_cls: 1.8123, loss: 1.8123, grad_norm: 5.3141 2021-02-10 21:21:50,038 - mmaction - INFO - Epoch [11][2300/3757] lr: 1.000e-02, eta: 20:19:58, time: 0.455, data_time: 0.004, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8047, loss_cls: 1.7912, loss: 1.7912, grad_norm: 5.1625 2021-02-10 21:21:58,893 - mmaction - INFO - Epoch [11][2320/3757] lr: 1.000e-02, eta: 20:19:44, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7797, loss_cls: 1.9232, loss: 1.9232, grad_norm: 5.1191 2021-02-10 21:22:06,853 - mmaction - INFO - Epoch [11][2340/3757] lr: 1.000e-02, eta: 20:19:27, time: 0.399, data_time: 0.003, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9175, loss: 1.9175, grad_norm: 5.4787 2021-02-10 21:22:16,358 - mmaction - INFO - Epoch [11][2360/3757] lr: 1.000e-02, eta: 20:19:16, time: 0.475, data_time: 0.024, memory: 7076, top1_acc: 0.5359, top5_acc: 0.7844, loss_cls: 1.9185, loss: 1.9185, grad_norm: 5.2286 2021-02-10 21:22:24,695 - mmaction - INFO - Epoch [11][2380/3757] lr: 1.000e-02, eta: 20:19:00, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7828, loss_cls: 1.8970, loss: 1.8970, grad_norm: 5.3706 2021-02-10 21:22:32,969 - mmaction - INFO - Epoch [11][2400/3757] lr: 1.000e-02, eta: 20:18:44, time: 0.414, data_time: 0.001, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8047, loss_cls: 1.7977, loss: 1.7977, grad_norm: 5.2478 2021-02-10 21:22:42,008 - mmaction - INFO - Epoch [11][2420/3757] lr: 1.000e-02, eta: 20:18:31, time: 0.452, data_time: 0.082, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.8681, loss: 1.8681, grad_norm: 5.3051 2021-02-10 21:22:50,736 - mmaction - INFO - Epoch [11][2440/3757] lr: 1.000e-02, eta: 20:18:17, time: 0.436, data_time: 0.025, memory: 7076, top1_acc: 0.5625, top5_acc: 0.7867, loss_cls: 1.8323, loss: 1.8323, grad_norm: 5.2942 2021-02-10 21:22:59,671 - mmaction - INFO - Epoch [11][2460/3757] lr: 1.000e-02, eta: 20:18:04, time: 0.447, data_time: 0.014, memory: 7076, top1_acc: 0.5641, top5_acc: 0.7914, loss_cls: 1.8362, loss: 1.8362, grad_norm: 5.3179 2021-02-10 21:23:07,739 - mmaction - INFO - Epoch [11][2480/3757] lr: 1.000e-02, eta: 20:17:47, time: 0.403, data_time: 0.015, memory: 7076, top1_acc: 0.5297, top5_acc: 0.7961, loss_cls: 1.8543, loss: 1.8543, grad_norm: 5.1357 2021-02-10 21:23:16,802 - mmaction - INFO - Epoch [11][2500/3757] lr: 1.000e-02, eta: 20:17:34, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7656, loss: 1.7656, grad_norm: 5.1303 2021-02-10 21:23:25,001 - mmaction - INFO - Epoch [11][2520/3757] lr: 1.000e-02, eta: 20:17:18, time: 0.410, data_time: 0.004, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7867, loss_cls: 1.8562, loss: 1.8562, grad_norm: 5.2574 2021-02-10 21:23:37,409 - mmaction - INFO - Epoch [11][2540/3757] lr: 1.000e-02, eta: 20:17:17, time: 0.617, data_time: 0.060, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7992, loss_cls: 1.9015, loss: 1.9015, grad_norm: 5.4456 2021-02-10 21:23:44,991 - mmaction - INFO - Epoch [11][2560/3757] lr: 1.000e-02, eta: 20:16:59, time: 0.383, data_time: 0.007, memory: 7076, top1_acc: 0.5547, top5_acc: 0.7727, loss_cls: 1.9457, loss: 1.9457, grad_norm: 5.3332 2021-02-10 21:23:53,782 - mmaction - INFO - Epoch [11][2580/3757] lr: 1.000e-02, eta: 20:16:45, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7586, loss_cls: 1.9382, loss: 1.9382, grad_norm: 5.3296 2021-02-10 21:24:02,873 - mmaction - INFO - Epoch [11][2600/3757] lr: 1.000e-02, eta: 20:16:32, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.5563, top5_acc: 0.8133, loss_cls: 1.7694, loss: 1.7694, grad_norm: 5.2201 2021-02-10 21:24:11,446 - mmaction - INFO - Epoch [11][2620/3757] lr: 1.000e-02, eta: 20:16:18, time: 0.430, data_time: 0.003, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8195, loss_cls: 1.7442, loss: 1.7442, grad_norm: 5.4068 2021-02-10 21:24:21,270 - mmaction - INFO - Epoch [11][2640/3757] lr: 1.000e-02, eta: 20:16:08, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7820, loss_cls: 1.8836, loss: 1.8836, grad_norm: 5.2612 2021-02-10 21:24:30,157 - mmaction - INFO - Epoch [11][2660/3757] lr: 1.000e-02, eta: 20:15:54, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7711, loss_cls: 1.9431, loss: 1.9431, grad_norm: 5.2846 2021-02-10 21:24:39,178 - mmaction - INFO - Epoch [11][2680/3757] lr: 1.000e-02, eta: 20:15:41, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7711, loss_cls: 1.9133, loss: 1.9133, grad_norm: 5.2966 2021-02-10 21:24:46,790 - mmaction - INFO - Epoch [11][2700/3757] lr: 1.000e-02, eta: 20:15:23, time: 0.382, data_time: 0.004, memory: 7076, top1_acc: 0.5680, top5_acc: 0.7961, loss_cls: 1.8018, loss: 1.8018, grad_norm: 5.2611 2021-02-10 21:24:56,529 - mmaction - INFO - Epoch [11][2720/3757] lr: 1.000e-02, eta: 20:15:12, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7820, loss_cls: 1.9774, loss: 1.9774, grad_norm: 5.3968 2021-02-10 21:25:05,002 - mmaction - INFO - Epoch [11][2740/3757] lr: 1.000e-02, eta: 20:14:57, time: 0.424, data_time: 0.001, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7953, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.2304 2021-02-10 21:25:13,094 - mmaction - INFO - Epoch [11][2760/3757] lr: 1.000e-02, eta: 20:14:41, time: 0.404, data_time: 0.001, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7766, loss_cls: 1.9250, loss: 1.9250, grad_norm: 5.0835 2021-02-10 21:25:22,045 - mmaction - INFO - Epoch [11][2780/3757] lr: 1.000e-02, eta: 20:14:28, time: 0.447, data_time: 0.002, memory: 7076, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.8841, loss: 1.8841, grad_norm: 5.1270 2021-02-10 21:25:31,334 - mmaction - INFO - Epoch [11][2800/3757] lr: 1.000e-02, eta: 20:14:16, time: 0.465, data_time: 0.003, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7852, loss_cls: 1.8581, loss: 1.8581, grad_norm: 5.2808 2021-02-10 21:25:40,999 - mmaction - INFO - Epoch [11][2820/3757] lr: 1.000e-02, eta: 20:14:05, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.5602, top5_acc: 0.8055, loss_cls: 1.7943, loss: 1.7943, grad_norm: 5.1515 2021-02-10 21:25:49,996 - mmaction - INFO - Epoch [11][2840/3757] lr: 1.000e-02, eta: 20:13:52, time: 0.451, data_time: 0.003, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7781, loss_cls: 1.9135, loss: 1.9135, grad_norm: 5.3021 2021-02-10 21:26:00,239 - mmaction - INFO - Epoch [11][2860/3757] lr: 1.000e-02, eta: 20:13:43, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.5508, top5_acc: 0.8008, loss_cls: 1.7933, loss: 1.7933, grad_norm: 5.3056 2021-02-10 21:26:09,410 - mmaction - INFO - Epoch [11][2880/3757] lr: 1.000e-02, eta: 20:13:31, time: 0.461, data_time: 0.007, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8254, loss: 1.8254, grad_norm: 5.3970 2021-02-10 21:26:18,446 - mmaction - INFO - Epoch [11][2900/3757] lr: 1.000e-02, eta: 20:13:18, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7992, loss_cls: 1.9020, loss: 1.9020, grad_norm: 5.4054 2021-02-10 21:26:28,478 - mmaction - INFO - Epoch [11][2920/3757] lr: 1.000e-02, eta: 20:13:08, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7836, loss_cls: 1.9233, loss: 1.9233, grad_norm: 5.4465 2021-02-10 21:26:36,434 - mmaction - INFO - Epoch [11][2940/3757] lr: 1.000e-02, eta: 20:12:52, time: 0.396, data_time: 0.003, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7797, loss_cls: 1.9212, loss: 1.9212, grad_norm: 5.3318 2021-02-10 21:26:47,267 - mmaction - INFO - Epoch [11][2960/3757] lr: 1.000e-02, eta: 20:12:45, time: 0.542, data_time: 0.012, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7852, loss_cls: 1.8783, loss: 1.8783, grad_norm: 5.0575 2021-02-10 21:26:55,834 - mmaction - INFO - Epoch [11][2980/3757] lr: 1.000e-02, eta: 20:12:29, time: 0.415, data_time: 0.003, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7977, loss_cls: 1.8296, loss: 1.8296, grad_norm: 5.0451 2021-02-10 21:27:03,209 - mmaction - INFO - Epoch [11][3000/3757] lr: 1.000e-02, eta: 20:12:12, time: 0.384, data_time: 0.017, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7852, loss_cls: 1.8886, loss: 1.8886, grad_norm: 5.2786 2021-02-10 21:27:12,286 - mmaction - INFO - Epoch [11][3020/3757] lr: 1.000e-02, eta: 20:11:59, time: 0.454, data_time: 0.018, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7992, loss_cls: 1.8714, loss: 1.8714, grad_norm: 5.2564 2021-02-10 21:27:20,875 - mmaction - INFO - Epoch [11][3040/3757] lr: 1.000e-02, eta: 20:11:44, time: 0.429, data_time: 0.042, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8125, loss_cls: 1.7384, loss: 1.7384, grad_norm: 5.0377 2021-02-10 21:27:30,101 - mmaction - INFO - Epoch [11][3060/3757] lr: 1.000e-02, eta: 20:11:32, time: 0.460, data_time: 0.009, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7930, loss_cls: 1.8623, loss: 1.8623, grad_norm: 5.1148 2021-02-10 21:27:39,194 - mmaction - INFO - Epoch [11][3080/3757] lr: 1.000e-02, eta: 20:11:19, time: 0.455, data_time: 0.027, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8016, loss_cls: 1.7965, loss: 1.7965, grad_norm: 5.1521 2021-02-10 21:27:47,793 - mmaction - INFO - Epoch [11][3100/3757] lr: 1.000e-02, eta: 20:11:05, time: 0.431, data_time: 0.002, memory: 7076, top1_acc: 0.5539, top5_acc: 0.8141, loss_cls: 1.8045, loss: 1.8045, grad_norm: 5.2292 2021-02-10 21:27:57,075 - mmaction - INFO - Epoch [11][3120/3757] lr: 1.000e-02, eta: 20:10:53, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7883, loss_cls: 1.7933, loss: 1.7933, grad_norm: 5.2376 2021-02-10 21:28:05,648 - mmaction - INFO - Epoch [11][3140/3757] lr: 1.000e-02, eta: 20:10:38, time: 0.433, data_time: 0.006, memory: 7076, top1_acc: 0.5641, top5_acc: 0.7992, loss_cls: 1.8105, loss: 1.8105, grad_norm: 5.1153 2021-02-10 21:28:15,707 - mmaction - INFO - Epoch [11][3160/3757] lr: 1.000e-02, eta: 20:10:29, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8055, loss_cls: 1.7845, loss: 1.7845, grad_norm: 5.2268 2021-02-10 21:28:23,369 - mmaction - INFO - Epoch [11][3180/3757] lr: 1.000e-02, eta: 20:10:11, time: 0.384, data_time: 0.002, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7867, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.4428 2021-02-10 21:28:32,463 - mmaction - INFO - Epoch [11][3200/3757] lr: 1.000e-02, eta: 20:09:58, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7750, loss_cls: 1.9464, loss: 1.9464, grad_norm: 5.1633 2021-02-10 21:28:41,375 - mmaction - INFO - Epoch [11][3220/3757] lr: 1.000e-02, eta: 20:09:45, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.8129, loss: 1.8129, grad_norm: 5.0651 2021-02-10 21:28:50,237 - mmaction - INFO - Epoch [11][3240/3757] lr: 1.000e-02, eta: 20:09:32, time: 0.445, data_time: 0.008, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8078, loss_cls: 1.7866, loss: 1.7866, grad_norm: 5.1587 2021-02-10 21:28:58,764 - mmaction - INFO - Epoch [11][3260/3757] lr: 1.000e-02, eta: 20:09:17, time: 0.426, data_time: 0.002, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7828, loss_cls: 1.8995, loss: 1.8995, grad_norm: 5.2397 2021-02-10 21:29:07,152 - mmaction - INFO - Epoch [11][3280/3757] lr: 1.000e-02, eta: 20:09:02, time: 0.419, data_time: 0.002, memory: 7076, top1_acc: 0.5695, top5_acc: 0.7914, loss_cls: 1.8466, loss: 1.8466, grad_norm: 5.0009 2021-02-10 21:29:16,704 - mmaction - INFO - Epoch [11][3300/3757] lr: 1.000e-02, eta: 20:08:51, time: 0.479, data_time: 0.003, memory: 7076, top1_acc: 0.5500, top5_acc: 0.8016, loss_cls: 1.8164, loss: 1.8164, grad_norm: 5.2577 2021-02-10 21:29:26,325 - mmaction - INFO - Epoch [11][3320/3757] lr: 1.000e-02, eta: 20:08:40, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.5687, top5_acc: 0.7992, loss_cls: 1.8184, loss: 1.8184, grad_norm: 5.1357 2021-02-10 21:29:33,664 - mmaction - INFO - Epoch [11][3340/3757] lr: 1.000e-02, eta: 20:08:21, time: 0.367, data_time: 0.000, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7977, loss_cls: 1.8290, loss: 1.8290, grad_norm: 5.1102 2021-02-10 21:29:42,038 - mmaction - INFO - Epoch [11][3360/3757] lr: 1.000e-02, eta: 20:08:06, time: 0.419, data_time: 0.004, memory: 7076, top1_acc: 0.5594, top5_acc: 0.7883, loss_cls: 1.8491, loss: 1.8491, grad_norm: 5.2326 2021-02-10 21:29:51,955 - mmaction - INFO - Epoch [11][3380/3757] lr: 1.000e-02, eta: 20:07:56, time: 0.496, data_time: 0.071, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7852, loss_cls: 1.8735, loss: 1.8735, grad_norm: 5.5357 2021-02-10 21:30:01,488 - mmaction - INFO - Epoch [11][3400/3757] lr: 1.000e-02, eta: 20:07:45, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8047, loss_cls: 1.7867, loss: 1.7867, grad_norm: 5.2746 2021-02-10 21:30:10,531 - mmaction - INFO - Epoch [11][3420/3757] lr: 1.000e-02, eta: 20:07:32, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.5641, top5_acc: 0.7984, loss_cls: 1.8769, loss: 1.8769, grad_norm: 5.2493 2021-02-10 21:30:19,001 - mmaction - INFO - Epoch [11][3440/3757] lr: 1.000e-02, eta: 20:07:17, time: 0.424, data_time: 0.026, memory: 7076, top1_acc: 0.5344, top5_acc: 0.8008, loss_cls: 1.8911, loss: 1.8911, grad_norm: 5.3180 2021-02-10 21:30:27,944 - mmaction - INFO - Epoch [11][3460/3757] lr: 1.000e-02, eta: 20:07:04, time: 0.448, data_time: 0.063, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8070, loss: 1.8070, grad_norm: 5.3400 2021-02-10 21:30:36,807 - mmaction - INFO - Epoch [11][3480/3757] lr: 1.000e-02, eta: 20:06:51, time: 0.443, data_time: 0.056, memory: 7076, top1_acc: 0.5398, top5_acc: 0.7898, loss_cls: 1.9077, loss: 1.9077, grad_norm: 5.2701 2021-02-10 21:30:46,079 - mmaction - INFO - Epoch [11][3500/3757] lr: 1.000e-02, eta: 20:06:39, time: 0.461, data_time: 0.006, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7992, loss_cls: 1.8540, loss: 1.8540, grad_norm: 5.2650 2021-02-10 21:30:53,997 - mmaction - INFO - Epoch [11][3520/3757] lr: 1.000e-02, eta: 20:06:22, time: 0.399, data_time: 0.009, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7977, loss_cls: 1.8462, loss: 1.8462, grad_norm: 5.2228 2021-02-10 21:31:02,482 - mmaction - INFO - Epoch [11][3540/3757] lr: 1.000e-02, eta: 20:06:07, time: 0.424, data_time: 0.001, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7859, loss_cls: 1.8855, loss: 1.8855, grad_norm: 5.1845 2021-02-10 21:31:10,877 - mmaction - INFO - Epoch [11][3560/3757] lr: 1.000e-02, eta: 20:05:52, time: 0.419, data_time: 0.001, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7820, loss_cls: 1.8730, loss: 1.8730, grad_norm: 5.2924 2021-02-10 21:31:20,179 - mmaction - INFO - Epoch [11][3580/3757] lr: 1.000e-02, eta: 20:05:40, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7930, loss_cls: 1.8056, loss: 1.8056, grad_norm: 5.1490 2021-02-10 21:31:28,905 - mmaction - INFO - Epoch [11][3600/3757] lr: 1.000e-02, eta: 20:05:26, time: 0.437, data_time: 0.020, memory: 7076, top1_acc: 0.5477, top5_acc: 0.8000, loss_cls: 1.8044, loss: 1.8044, grad_norm: 5.2015 2021-02-10 21:31:37,906 - mmaction - INFO - Epoch [11][3620/3757] lr: 1.000e-02, eta: 20:05:13, time: 0.447, data_time: 0.003, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7937, loss_cls: 1.8838, loss: 1.8838, grad_norm: 5.3796 2021-02-10 21:31:45,976 - mmaction - INFO - Epoch [11][3640/3757] lr: 1.000e-02, eta: 20:04:57, time: 0.407, data_time: 0.005, memory: 7076, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0308, loss: 2.0308, grad_norm: 5.4100 2021-02-10 21:31:54,205 - mmaction - INFO - Epoch [11][3660/3757] lr: 1.000e-02, eta: 20:04:41, time: 0.412, data_time: 0.015, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8000, loss_cls: 1.8105, loss: 1.8105, grad_norm: 5.1688 2021-02-10 21:32:02,766 - mmaction - INFO - Epoch [11][3680/3757] lr: 1.000e-02, eta: 20:04:27, time: 0.426, data_time: 0.001, memory: 7076, top1_acc: 0.5633, top5_acc: 0.8070, loss_cls: 1.7856, loss: 1.7856, grad_norm: 5.1683 2021-02-10 21:32:11,273 - mmaction - INFO - Epoch [11][3700/3757] lr: 1.000e-02, eta: 20:04:12, time: 0.427, data_time: 0.010, memory: 7076, top1_acc: 0.5414, top5_acc: 0.7930, loss_cls: 1.8927, loss: 1.8927, grad_norm: 5.3101 2021-02-10 21:32:20,725 - mmaction - INFO - Epoch [11][3720/3757] lr: 1.000e-02, eta: 20:04:01, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8039, loss_cls: 1.7890, loss: 1.7890, grad_norm: 5.1864 2021-02-10 21:32:29,353 - mmaction - INFO - Epoch [11][3740/3757] lr: 1.000e-02, eta: 20:03:47, time: 0.433, data_time: 0.003, memory: 7076, top1_acc: 0.5617, top5_acc: 0.7977, loss_cls: 1.7962, loss: 1.7962, grad_norm: 5.2013 2021-02-10 21:35:25,897 - mmaction - INFO - Epoch [12][20/3757] lr: 1.000e-02, eta: 20:11:46, time: 7.934, data_time: 7.508, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7930, loss_cls: 1.8939, loss: 1.8939, grad_norm: 5.5160 2021-02-10 21:35:34,079 - mmaction - INFO - Epoch [12][40/3757] lr: 1.000e-02, eta: 20:11:30, time: 0.410, data_time: 0.040, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8008, loss_cls: 1.8444, loss: 1.8444, grad_norm: 5.3180 2021-02-10 21:35:43,026 - mmaction - INFO - Epoch [12][60/3757] lr: 1.000e-02, eta: 20:11:17, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.5773, top5_acc: 0.7969, loss_cls: 1.7922, loss: 1.7922, grad_norm: 5.3892 2021-02-10 21:35:52,528 - mmaction - INFO - Epoch [12][80/3757] lr: 1.000e-02, eta: 20:11:05, time: 0.473, data_time: 0.003, memory: 7076, top1_acc: 0.5648, top5_acc: 0.7992, loss_cls: 1.7943, loss: 1.7943, grad_norm: 5.3639 2021-02-10 21:36:00,954 - mmaction - INFO - Epoch [12][100/3757] lr: 1.000e-02, eta: 20:10:50, time: 0.423, data_time: 0.003, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8219, loss_cls: 1.7776, loss: 1.7776, grad_norm: 5.2635 2021-02-10 21:36:09,225 - mmaction - INFO - Epoch [12][120/3757] lr: 1.000e-02, eta: 20:10:34, time: 0.414, data_time: 0.002, memory: 7076, top1_acc: 0.5422, top5_acc: 0.7867, loss_cls: 1.8740, loss: 1.8740, grad_norm: 5.3540 2021-02-10 21:36:18,828 - mmaction - INFO - Epoch [12][140/3757] lr: 1.000e-02, eta: 20:10:23, time: 0.481, data_time: 0.004, memory: 7076, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.8459, loss: 1.8459, grad_norm: 5.1915 2021-02-10 21:36:28,440 - mmaction - INFO - Epoch [12][160/3757] lr: 1.000e-02, eta: 20:10:12, time: 0.479, data_time: 0.053, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8172, loss_cls: 1.7060, loss: 1.7060, grad_norm: 4.8825 2021-02-10 21:36:36,281 - mmaction - INFO - Epoch [12][180/3757] lr: 1.000e-02, eta: 20:09:55, time: 0.394, data_time: 0.003, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8008, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.1996 2021-02-10 21:36:46,070 - mmaction - INFO - Epoch [12][200/3757] lr: 1.000e-02, eta: 20:09:45, time: 0.489, data_time: 0.060, memory: 7076, top1_acc: 0.5633, top5_acc: 0.8078, loss_cls: 1.7943, loss: 1.7943, grad_norm: 5.3683 2021-02-10 21:36:53,536 - mmaction - INFO - Epoch [12][220/3757] lr: 1.000e-02, eta: 20:09:26, time: 0.374, data_time: 0.002, memory: 7076, top1_acc: 0.5633, top5_acc: 0.8016, loss_cls: 1.8053, loss: 1.8053, grad_norm: 5.3689 2021-02-10 21:37:02,910 - mmaction - INFO - Epoch [12][240/3757] lr: 1.000e-02, eta: 20:09:14, time: 0.468, data_time: 0.047, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8281, loss_cls: 1.6785, loss: 1.6785, grad_norm: 5.2825 2021-02-10 21:37:11,652 - mmaction - INFO - Epoch [12][260/3757] lr: 1.000e-02, eta: 20:09:00, time: 0.436, data_time: 0.004, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7883, loss_cls: 1.8928, loss: 1.8928, grad_norm: 5.3260 2021-02-10 21:37:20,383 - mmaction - INFO - Epoch [12][280/3757] lr: 1.000e-02, eta: 20:08:46, time: 0.437, data_time: 0.002, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8023, loss_cls: 1.7629, loss: 1.7629, grad_norm: 5.1660 2021-02-10 21:37:29,136 - mmaction - INFO - Epoch [12][300/3757] lr: 1.000e-02, eta: 20:08:32, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.5555, top5_acc: 0.8031, loss_cls: 1.8670, loss: 1.8670, grad_norm: 5.5143 2021-02-10 21:37:38,800 - mmaction - INFO - Epoch [12][320/3757] lr: 1.000e-02, eta: 20:08:21, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8234, loss_cls: 1.6685, loss: 1.6685, grad_norm: 5.0991 2021-02-10 21:37:46,977 - mmaction - INFO - Epoch [12][340/3757] lr: 1.000e-02, eta: 20:08:05, time: 0.410, data_time: 0.002, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8070, loss_cls: 1.7709, loss: 1.7709, grad_norm: 5.3233 2021-02-10 21:37:57,127 - mmaction - INFO - Epoch [12][360/3757] lr: 1.000e-02, eta: 20:07:56, time: 0.508, data_time: 0.002, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7945, loss_cls: 1.8208, loss: 1.8208, grad_norm: 5.3545 2021-02-10 21:38:04,367 - mmaction - INFO - Epoch [12][380/3757] lr: 1.000e-02, eta: 20:07:37, time: 0.361, data_time: 0.002, memory: 7076, top1_acc: 0.5563, top5_acc: 0.8023, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.3212 2021-02-10 21:38:13,391 - mmaction - INFO - Epoch [12][400/3757] lr: 1.000e-02, eta: 20:07:24, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.7264, loss: 1.7264, grad_norm: 5.2477 2021-02-10 21:38:23,548 - mmaction - INFO - Epoch [12][420/3757] lr: 1.000e-02, eta: 20:07:15, time: 0.507, data_time: 0.002, memory: 7076, top1_acc: 0.5805, top5_acc: 0.7859, loss_cls: 1.8252, loss: 1.8252, grad_norm: 5.2446 2021-02-10 21:38:32,486 - mmaction - INFO - Epoch [12][440/3757] lr: 1.000e-02, eta: 20:07:01, time: 0.447, data_time: 0.059, memory: 7076, top1_acc: 0.5797, top5_acc: 0.7930, loss_cls: 1.7889, loss: 1.7889, grad_norm: 5.2321 2021-02-10 21:38:42,513 - mmaction - INFO - Epoch [12][460/3757] lr: 1.000e-02, eta: 20:06:51, time: 0.498, data_time: 0.002, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7883, loss_cls: 1.8264, loss: 1.8264, grad_norm: 5.1583 2021-02-10 21:38:50,999 - mmaction - INFO - Epoch [12][480/3757] lr: 1.000e-02, eta: 20:06:37, time: 0.429, data_time: 0.006, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7977, loss_cls: 1.8111, loss: 1.8111, grad_norm: 5.1359 2021-02-10 21:39:00,431 - mmaction - INFO - Epoch [12][500/3757] lr: 1.000e-02, eta: 20:06:25, time: 0.472, data_time: 0.010, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7883, loss_cls: 1.8527, loss: 1.8527, grad_norm: 5.2584 2021-02-10 21:39:08,715 - mmaction - INFO - Epoch [12][520/3757] lr: 1.000e-02, eta: 20:06:10, time: 0.413, data_time: 0.001, memory: 7076, top1_acc: 0.5813, top5_acc: 0.7992, loss_cls: 1.7875, loss: 1.7875, grad_norm: 5.2288 2021-02-10 21:39:18,253 - mmaction - INFO - Epoch [12][540/3757] lr: 1.000e-02, eta: 20:05:58, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.5547, top5_acc: 0.8094, loss_cls: 1.7767, loss: 1.7767, grad_norm: 5.1167 2021-02-10 21:39:26,336 - mmaction - INFO - Epoch [12][560/3757] lr: 1.000e-02, eta: 20:05:42, time: 0.407, data_time: 0.005, memory: 7076, top1_acc: 0.5422, top5_acc: 0.7945, loss_cls: 1.8196, loss: 1.8196, grad_norm: 5.2727 2021-02-10 21:39:34,806 - mmaction - INFO - Epoch [12][580/3757] lr: 1.000e-02, eta: 20:05:27, time: 0.422, data_time: 0.007, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7984, loss_cls: 1.7690, loss: 1.7690, grad_norm: 5.2100 2021-02-10 21:39:44,927 - mmaction - INFO - Epoch [12][600/3757] lr: 1.000e-02, eta: 20:05:18, time: 0.507, data_time: 0.003, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8094, loss_cls: 1.7793, loss: 1.7793, grad_norm: 5.2362 2021-02-10 21:39:53,504 - mmaction - INFO - Epoch [12][620/3757] lr: 1.000e-02, eta: 20:05:03, time: 0.429, data_time: 0.024, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8125, loss_cls: 1.7301, loss: 1.7301, grad_norm: 5.2444 2021-02-10 21:40:02,549 - mmaction - INFO - Epoch [12][640/3757] lr: 1.000e-02, eta: 20:04:51, time: 0.452, data_time: 0.002, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8102, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.2454 2021-02-10 21:40:11,623 - mmaction - INFO - Epoch [12][660/3757] lr: 1.000e-02, eta: 20:04:38, time: 0.454, data_time: 0.004, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8102, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.0370 2021-02-10 21:40:20,556 - mmaction - INFO - Epoch [12][680/3757] lr: 1.000e-02, eta: 20:04:24, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.5695, top5_acc: 0.7977, loss_cls: 1.8003, loss: 1.8003, grad_norm: 5.3010 2021-02-10 21:40:29,026 - mmaction - INFO - Epoch [12][700/3757] lr: 1.000e-02, eta: 20:04:10, time: 0.424, data_time: 0.003, memory: 7076, top1_acc: 0.5602, top5_acc: 0.8008, loss_cls: 1.8088, loss: 1.8088, grad_norm: 5.3463 2021-02-10 21:40:38,627 - mmaction - INFO - Epoch [12][720/3757] lr: 1.000e-02, eta: 20:03:59, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.5625, top5_acc: 0.7984, loss_cls: 1.8080, loss: 1.8080, grad_norm: 5.2452 2021-02-10 21:40:46,671 - mmaction - INFO - Epoch [12][740/3757] lr: 1.000e-02, eta: 20:03:42, time: 0.402, data_time: 0.001, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.8082, loss: 1.8082, grad_norm: 5.2208 2021-02-10 21:40:56,187 - mmaction - INFO - Epoch [12][760/3757] lr: 1.000e-02, eta: 20:03:31, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8250, loss_cls: 1.6975, loss: 1.6975, grad_norm: 5.2223 2021-02-10 21:41:03,942 - mmaction - INFO - Epoch [12][780/3757] lr: 1.000e-02, eta: 20:03:14, time: 0.389, data_time: 0.004, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8000, loss_cls: 1.8061, loss: 1.8061, grad_norm: 5.2740 2021-02-10 21:41:13,413 - mmaction - INFO - Epoch [12][800/3757] lr: 1.000e-02, eta: 20:03:02, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.7840, loss: 1.7840, grad_norm: 5.3287 2021-02-10 21:41:22,200 - mmaction - INFO - Epoch [12][820/3757] lr: 1.000e-02, eta: 20:02:48, time: 0.438, data_time: 0.002, memory: 7076, top1_acc: 0.5258, top5_acc: 0.7797, loss_cls: 1.9618, loss: 1.9618, grad_norm: 5.4753 2021-02-10 21:41:30,681 - mmaction - INFO - Epoch [12][840/3757] lr: 1.000e-02, eta: 20:02:34, time: 0.425, data_time: 0.003, memory: 7076, top1_acc: 0.5602, top5_acc: 0.8023, loss_cls: 1.8271, loss: 1.8271, grad_norm: 5.3576 2021-02-10 21:41:39,206 - mmaction - INFO - Epoch [12][860/3757] lr: 1.000e-02, eta: 20:02:19, time: 0.425, data_time: 0.012, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8063, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.1299 2021-02-10 21:41:47,498 - mmaction - INFO - Epoch [12][880/3757] lr: 1.000e-02, eta: 20:02:03, time: 0.415, data_time: 0.042, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8109, loss_cls: 1.7372, loss: 1.7372, grad_norm: 5.0795 2021-02-10 21:41:57,613 - mmaction - INFO - Epoch [12][900/3757] lr: 1.000e-02, eta: 20:01:54, time: 0.504, data_time: 0.086, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 1.8076, loss: 1.8076, grad_norm: 5.1377 2021-02-10 21:42:05,137 - mmaction - INFO - Epoch [12][920/3757] lr: 1.000e-02, eta: 20:01:36, time: 0.378, data_time: 0.004, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7961, loss_cls: 1.8904, loss: 1.8904, grad_norm: 5.4062 2021-02-10 21:42:14,811 - mmaction - INFO - Epoch [12][940/3757] lr: 1.000e-02, eta: 20:01:25, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8109, loss_cls: 1.7960, loss: 1.7960, grad_norm: 5.1492 2021-02-10 21:42:23,881 - mmaction - INFO - Epoch [12][960/3757] lr: 1.000e-02, eta: 20:01:13, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7891, loss_cls: 1.8904, loss: 1.8904, grad_norm: 5.3662 2021-02-10 21:42:32,841 - mmaction - INFO - Epoch [12][980/3757] lr: 1.000e-02, eta: 20:00:59, time: 0.449, data_time: 0.003, memory: 7076, top1_acc: 0.5633, top5_acc: 0.8031, loss_cls: 1.7779, loss: 1.7779, grad_norm: 5.1078 2021-02-10 21:42:41,747 - mmaction - INFO - Epoch [12][1000/3757] lr: 1.000e-02, eta: 20:00:46, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.5602, top5_acc: 0.8078, loss_cls: 1.8212, loss: 1.8212, grad_norm: 5.3434 2021-02-10 21:42:50,113 - mmaction - INFO - Epoch [12][1020/3757] lr: 1.000e-02, eta: 20:00:31, time: 0.419, data_time: 0.036, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.8911, loss: 1.8911, grad_norm: 5.3066 2021-02-10 21:42:59,341 - mmaction - INFO - Epoch [12][1040/3757] lr: 1.000e-02, eta: 20:00:19, time: 0.460, data_time: 0.006, memory: 7076, top1_acc: 0.5578, top5_acc: 0.8086, loss_cls: 1.7934, loss: 1.7934, grad_norm: 5.4122 2021-02-10 21:43:07,710 - mmaction - INFO - Epoch [12][1060/3757] lr: 1.000e-02, eta: 20:00:04, time: 0.418, data_time: 0.033, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7977, loss_cls: 1.8208, loss: 1.8208, grad_norm: 5.2906 2021-02-10 21:43:18,086 - mmaction - INFO - Epoch [12][1080/3757] lr: 1.000e-02, eta: 19:59:55, time: 0.519, data_time: 0.058, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7969, loss_cls: 1.8686, loss: 1.8686, grad_norm: 5.2478 2021-02-10 21:43:26,191 - mmaction - INFO - Epoch [12][1100/3757] lr: 1.000e-02, eta: 19:59:39, time: 0.407, data_time: 0.003, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8047, loss_cls: 1.7580, loss: 1.7580, grad_norm: 5.1704 2021-02-10 21:43:34,707 - mmaction - INFO - Epoch [12][1120/3757] lr: 1.000e-02, eta: 19:59:25, time: 0.426, data_time: 0.002, memory: 7076, top1_acc: 0.5563, top5_acc: 0.8016, loss_cls: 1.8027, loss: 1.8027, grad_norm: 5.0635 2021-02-10 21:43:43,395 - mmaction - INFO - Epoch [12][1140/3757] lr: 1.000e-02, eta: 19:59:11, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.5555, top5_acc: 0.8156, loss_cls: 1.7674, loss: 1.7674, grad_norm: 5.1513 2021-02-10 21:43:52,850 - mmaction - INFO - Epoch [12][1160/3757] lr: 1.000e-02, eta: 19:58:59, time: 0.472, data_time: 0.006, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8078, loss_cls: 1.7529, loss: 1.7529, grad_norm: 5.1306 2021-02-10 21:44:01,507 - mmaction - INFO - Epoch [12][1180/3757] lr: 1.000e-02, eta: 19:58:45, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7891, loss_cls: 1.8470, loss: 1.8470, grad_norm: 5.4831 2021-02-10 21:44:10,186 - mmaction - INFO - Epoch [12][1200/3757] lr: 1.000e-02, eta: 19:58:31, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.5547, top5_acc: 0.8016, loss_cls: 1.8128, loss: 1.8128, grad_norm: 5.3139 2021-02-10 21:44:19,613 - mmaction - INFO - Epoch [12][1220/3757] lr: 1.000e-02, eta: 19:58:19, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.5484, top5_acc: 0.8000, loss_cls: 1.8325, loss: 1.8325, grad_norm: 5.1802 2021-02-10 21:44:27,572 - mmaction - INFO - Epoch [12][1240/3757] lr: 1.000e-02, eta: 19:58:03, time: 0.399, data_time: 0.003, memory: 7076, top1_acc: 0.5445, top5_acc: 0.8039, loss_cls: 1.8498, loss: 1.8498, grad_norm: 5.3858 2021-02-10 21:44:37,058 - mmaction - INFO - Epoch [12][1260/3757] lr: 1.000e-02, eta: 19:57:52, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.5742, top5_acc: 0.7867, loss_cls: 1.8068, loss: 1.8068, grad_norm: 5.1832 2021-02-10 21:44:45,023 - mmaction - INFO - Epoch [12][1280/3757] lr: 1.000e-02, eta: 19:57:35, time: 0.398, data_time: 0.001, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7969, loss_cls: 1.9081, loss: 1.9081, grad_norm: 5.4829 2021-02-10 21:44:54,201 - mmaction - INFO - Epoch [12][1300/3757] lr: 1.000e-02, eta: 19:57:23, time: 0.458, data_time: 0.001, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8031, loss_cls: 1.8070, loss: 1.8070, grad_norm: 5.2661 2021-02-10 21:45:03,344 - mmaction - INFO - Epoch [12][1320/3757] lr: 1.000e-02, eta: 19:57:10, time: 0.458, data_time: 0.003, memory: 7076, top1_acc: 0.5453, top5_acc: 0.8000, loss_cls: 1.8608, loss: 1.8608, grad_norm: 5.3649 2021-02-10 21:45:11,280 - mmaction - INFO - Epoch [12][1340/3757] lr: 1.000e-02, eta: 19:56:54, time: 0.397, data_time: 0.001, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7953, loss_cls: 1.8051, loss: 1.8051, grad_norm: 5.0573 2021-02-10 21:45:21,691 - mmaction - INFO - Epoch [12][1360/3757] lr: 1.000e-02, eta: 19:56:46, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7883, loss_cls: 1.8692, loss: 1.8692, grad_norm: 5.3907 2021-02-10 21:45:30,189 - mmaction - INFO - Epoch [12][1380/3757] lr: 1.000e-02, eta: 19:56:31, time: 0.427, data_time: 0.005, memory: 7076, top1_acc: 0.5563, top5_acc: 0.8047, loss_cls: 1.8318, loss: 1.8318, grad_norm: 5.3672 2021-02-10 21:45:39,713 - mmaction - INFO - Epoch [12][1400/3757] lr: 1.000e-02, eta: 19:56:20, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7859, loss_cls: 1.8733, loss: 1.8733, grad_norm: 5.2077 2021-02-10 21:45:47,269 - mmaction - INFO - Epoch [12][1420/3757] lr: 1.000e-02, eta: 19:56:02, time: 0.380, data_time: 0.006, memory: 7076, top1_acc: 0.5750, top5_acc: 0.7992, loss_cls: 1.8094, loss: 1.8094, grad_norm: 5.3978 2021-02-10 21:45:56,654 - mmaction - INFO - Epoch [12][1440/3757] lr: 1.000e-02, eta: 19:55:51, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.5570, top5_acc: 0.8016, loss_cls: 1.8207, loss: 1.8207, grad_norm: 5.2246 2021-02-10 21:46:04,872 - mmaction - INFO - Epoch [12][1460/3757] lr: 1.000e-02, eta: 19:55:35, time: 0.411, data_time: 0.002, memory: 7076, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.7670, loss: 1.7670, grad_norm: 5.2686 2021-02-10 21:46:13,076 - mmaction - INFO - Epoch [12][1480/3757] lr: 1.000e-02, eta: 19:55:19, time: 0.410, data_time: 0.001, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8031, loss_cls: 1.8080, loss: 1.8080, grad_norm: 5.2253 2021-02-10 21:46:22,392 - mmaction - INFO - Epoch [12][1500/3757] lr: 1.000e-02, eta: 19:55:07, time: 0.465, data_time: 0.003, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8102, loss_cls: 1.7534, loss: 1.7534, grad_norm: 5.2079 2021-02-10 21:46:31,387 - mmaction - INFO - Epoch [12][1520/3757] lr: 1.000e-02, eta: 19:54:55, time: 0.450, data_time: 0.003, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7953, loss_cls: 1.8783, loss: 1.8783, grad_norm: 5.2352 2021-02-10 21:46:39,807 - mmaction - INFO - Epoch [12][1540/3757] lr: 1.000e-02, eta: 19:54:40, time: 0.421, data_time: 0.003, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7672, loss_cls: 1.9544, loss: 1.9544, grad_norm: 5.3785 2021-02-10 21:46:48,889 - mmaction - INFO - Epoch [12][1560/3757] lr: 1.000e-02, eta: 19:54:27, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7906, loss_cls: 1.8526, loss: 1.8526, grad_norm: 5.3720 2021-02-10 21:46:58,033 - mmaction - INFO - Epoch [12][1580/3757] lr: 1.000e-02, eta: 19:54:15, time: 0.459, data_time: 0.005, memory: 7076, top1_acc: 0.5563, top5_acc: 0.8078, loss_cls: 1.8165, loss: 1.8165, grad_norm: 5.3476 2021-02-10 21:47:05,758 - mmaction - INFO - Epoch [12][1600/3757] lr: 1.000e-02, eta: 19:53:58, time: 0.386, data_time: 0.002, memory: 7076, top1_acc: 0.5570, top5_acc: 0.8109, loss_cls: 1.8188, loss: 1.8188, grad_norm: 5.5393 2021-02-10 21:47:14,923 - mmaction - INFO - Epoch [12][1620/3757] lr: 1.000e-02, eta: 19:53:45, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7977, loss_cls: 1.8355, loss: 1.8355, grad_norm: 5.2823 2021-02-10 21:47:24,070 - mmaction - INFO - Epoch [12][1640/3757] lr: 1.000e-02, eta: 19:53:33, time: 0.458, data_time: 0.003, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8109, loss_cls: 1.7872, loss: 1.7872, grad_norm: 5.3355 2021-02-10 21:47:33,012 - mmaction - INFO - Epoch [12][1660/3757] lr: 1.000e-02, eta: 19:53:20, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.5508, top5_acc: 0.8000, loss_cls: 1.8239, loss: 1.8239, grad_norm: 5.3479 2021-02-10 21:47:43,608 - mmaction - INFO - Epoch [12][1680/3757] lr: 1.000e-02, eta: 19:53:12, time: 0.527, data_time: 0.003, memory: 7076, top1_acc: 0.5547, top5_acc: 0.7820, loss_cls: 1.8591, loss: 1.8591, grad_norm: 5.3204 2021-02-10 21:47:52,315 - mmaction - INFO - Epoch [12][1700/3757] lr: 1.000e-02, eta: 19:52:58, time: 0.438, data_time: 0.005, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.1575 2021-02-10 21:48:00,390 - mmaction - INFO - Epoch [12][1720/3757] lr: 1.000e-02, eta: 19:52:42, time: 0.402, data_time: 0.002, memory: 7076, top1_acc: 0.5547, top5_acc: 0.7859, loss_cls: 1.8697, loss: 1.8697, grad_norm: 5.3603 2021-02-10 21:48:09,973 - mmaction - INFO - Epoch [12][1740/3757] lr: 1.000e-02, eta: 19:52:31, time: 0.477, data_time: 0.003, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8016, loss_cls: 1.8411, loss: 1.8411, grad_norm: 5.1073 2021-02-10 21:48:18,631 - mmaction - INFO - Epoch [12][1760/3757] lr: 1.000e-02, eta: 19:52:18, time: 0.437, data_time: 0.044, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8109, loss_cls: 1.7769, loss: 1.7769, grad_norm: 5.2984 2021-02-10 21:48:27,087 - mmaction - INFO - Epoch [12][1780/3757] lr: 1.000e-02, eta: 19:52:03, time: 0.423, data_time: 0.051, memory: 7076, top1_acc: 0.5508, top5_acc: 0.8008, loss_cls: 1.8265, loss: 1.8265, grad_norm: 5.2352 2021-02-10 21:48:35,477 - mmaction - INFO - Epoch [12][1800/3757] lr: 1.000e-02, eta: 19:51:48, time: 0.420, data_time: 0.001, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8000, loss_cls: 1.8117, loss: 1.8117, grad_norm: 5.3638 2021-02-10 21:48:43,475 - mmaction - INFO - Epoch [12][1820/3757] lr: 1.000e-02, eta: 19:51:32, time: 0.399, data_time: 0.002, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7883, loss_cls: 1.9428, loss: 1.9428, grad_norm: 5.5640 2021-02-10 21:48:53,031 - mmaction - INFO - Epoch [12][1840/3757] lr: 1.000e-02, eta: 19:51:21, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.5734, top5_acc: 0.7992, loss_cls: 1.8481, loss: 1.8481, grad_norm: 5.4094 2021-02-10 21:49:00,892 - mmaction - INFO - Epoch [12][1860/3757] lr: 1.000e-02, eta: 19:51:04, time: 0.391, data_time: 0.002, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7969, loss_cls: 1.8472, loss: 1.8472, grad_norm: 5.2456 2021-02-10 21:49:10,933 - mmaction - INFO - Epoch [12][1880/3757] lr: 1.000e-02, eta: 19:50:55, time: 0.504, data_time: 0.003, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7859, loss_cls: 1.8752, loss: 1.8752, grad_norm: 5.2781 2021-02-10 21:49:20,015 - mmaction - INFO - Epoch [12][1900/3757] lr: 1.000e-02, eta: 19:50:42, time: 0.453, data_time: 0.003, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7812, loss_cls: 1.8828, loss: 1.8828, grad_norm: 5.2090 2021-02-10 21:49:28,893 - mmaction - INFO - Epoch [12][1920/3757] lr: 1.000e-02, eta: 19:50:29, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8148, loss_cls: 1.7833, loss: 1.7833, grad_norm: 5.0843 2021-02-10 21:49:36,773 - mmaction - INFO - Epoch [12][1940/3757] lr: 1.000e-02, eta: 19:50:12, time: 0.395, data_time: 0.008, memory: 7076, top1_acc: 0.5422, top5_acc: 0.7961, loss_cls: 1.8574, loss: 1.8574, grad_norm: 5.3260 2021-02-10 21:49:46,176 - mmaction - INFO - Epoch [12][1960/3757] lr: 1.000e-02, eta: 19:50:01, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8047, loss_cls: 1.7919, loss: 1.7919, grad_norm: 5.2965 2021-02-10 21:49:54,744 - mmaction - INFO - Epoch [12][1980/3757] lr: 1.000e-02, eta: 19:49:47, time: 0.428, data_time: 0.001, memory: 7076, top1_acc: 0.5523, top5_acc: 0.8055, loss_cls: 1.8530, loss: 1.8530, grad_norm: 5.3887 2021-02-10 21:50:02,870 - mmaction - INFO - Epoch [12][2000/3757] lr: 1.000e-02, eta: 19:49:31, time: 0.405, data_time: 0.001, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7930, loss_cls: 1.8719, loss: 1.8719, grad_norm: 5.3104 2021-02-10 21:50:13,139 - mmaction - INFO - Epoch [12][2020/3757] lr: 1.000e-02, eta: 19:49:22, time: 0.515, data_time: 0.003, memory: 7076, top1_acc: 0.5102, top5_acc: 0.7930, loss_cls: 1.9267, loss: 1.9267, grad_norm: 5.4218 2021-02-10 21:50:21,736 - mmaction - INFO - Epoch [12][2040/3757] lr: 1.000e-02, eta: 19:49:08, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8133, loss_cls: 1.7461, loss: 1.7461, grad_norm: 5.1478 2021-02-10 21:50:31,107 - mmaction - INFO - Epoch [12][2060/3757] lr: 1.000e-02, eta: 19:48:57, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7605, loss: 1.7605, grad_norm: 5.2582 2021-02-10 21:50:39,952 - mmaction - INFO - Epoch [12][2080/3757] lr: 1.000e-02, eta: 19:48:43, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.5641, top5_acc: 0.7945, loss_cls: 1.8439, loss: 1.8439, grad_norm: 5.4126 2021-02-10 21:50:49,869 - mmaction - INFO - Epoch [12][2100/3757] lr: 1.000e-02, eta: 19:48:34, time: 0.495, data_time: 0.002, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7828, loss_cls: 1.8552, loss: 1.8552, grad_norm: 5.3131 2021-02-10 21:50:57,914 - mmaction - INFO - Epoch [12][2120/3757] lr: 1.000e-02, eta: 19:48:18, time: 0.403, data_time: 0.003, memory: 7076, top1_acc: 0.5656, top5_acc: 0.8063, loss_cls: 1.8319, loss: 1.8319, grad_norm: 5.2452 2021-02-10 21:51:07,318 - mmaction - INFO - Epoch [12][2140/3757] lr: 1.000e-02, eta: 19:48:06, time: 0.470, data_time: 0.002, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7883, loss_cls: 1.8444, loss: 1.8444, grad_norm: 5.2617 2021-02-10 21:51:15,659 - mmaction - INFO - Epoch [12][2160/3757] lr: 1.000e-02, eta: 19:47:51, time: 0.418, data_time: 0.003, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8094, loss_cls: 1.8007, loss: 1.8007, grad_norm: 5.2348 2021-02-10 21:51:24,307 - mmaction - INFO - Epoch [12][2180/3757] lr: 1.000e-02, eta: 19:47:37, time: 0.432, data_time: 0.001, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7883, loss_cls: 1.8583, loss: 1.8583, grad_norm: 5.2277 2021-02-10 21:51:33,779 - mmaction - INFO - Epoch [12][2200/3757] lr: 1.000e-02, eta: 19:47:26, time: 0.474, data_time: 0.014, memory: 7076, top1_acc: 0.5695, top5_acc: 0.7930, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.0062 2021-02-10 21:51:42,160 - mmaction - INFO - Epoch [12][2220/3757] lr: 1.000e-02, eta: 19:47:11, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7805, loss_cls: 1.8898, loss: 1.8898, grad_norm: 5.2816 2021-02-10 21:51:51,377 - mmaction - INFO - Epoch [12][2240/3757] lr: 1.000e-02, eta: 19:46:59, time: 0.460, data_time: 0.002, memory: 7076, top1_acc: 0.5578, top5_acc: 0.8117, loss_cls: 1.7837, loss: 1.7837, grad_norm: 5.1043 2021-02-10 21:51:59,442 - mmaction - INFO - Epoch [12][2260/3757] lr: 1.000e-02, eta: 19:46:43, time: 0.404, data_time: 0.004, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7969, loss_cls: 1.8384, loss: 1.8384, grad_norm: 5.2801 2021-02-10 21:52:08,825 - mmaction - INFO - Epoch [12][2280/3757] lr: 1.000e-02, eta: 19:46:32, time: 0.470, data_time: 0.003, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8070, loss_cls: 1.7506, loss: 1.7506, grad_norm: 5.2585 2021-02-10 21:52:18,102 - mmaction - INFO - Epoch [12][2300/3757] lr: 1.000e-02, eta: 19:46:20, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.5672, top5_acc: 0.7922, loss_cls: 1.8310, loss: 1.8310, grad_norm: 5.2440 2021-02-10 21:52:25,411 - mmaction - INFO - Epoch [12][2320/3757] lr: 1.000e-02, eta: 19:46:02, time: 0.367, data_time: 0.003, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7930, loss_cls: 1.8114, loss: 1.8114, grad_norm: 5.3368 2021-02-10 21:52:34,309 - mmaction - INFO - Epoch [12][2340/3757] lr: 1.000e-02, eta: 19:45:49, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.5594, top5_acc: 0.7984, loss_cls: 1.8490, loss: 1.8490, grad_norm: 5.3293 2021-02-10 21:52:42,739 - mmaction - INFO - Epoch [12][2360/3757] lr: 1.000e-02, eta: 19:45:34, time: 0.419, data_time: 0.002, memory: 7076, top1_acc: 0.5617, top5_acc: 0.7984, loss_cls: 1.8518, loss: 1.8518, grad_norm: 5.2223 2021-02-10 21:52:53,210 - mmaction - INFO - Epoch [12][2380/3757] lr: 1.000e-02, eta: 19:45:26, time: 0.526, data_time: 0.004, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7945, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.2248 2021-02-10 21:53:02,310 - mmaction - INFO - Epoch [12][2400/3757] lr: 1.000e-02, eta: 19:45:14, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.5555, top5_acc: 0.8039, loss_cls: 1.8099, loss: 1.8099, grad_norm: 5.2571 2021-02-10 21:53:10,324 - mmaction - INFO - Epoch [12][2420/3757] lr: 1.000e-02, eta: 19:44:58, time: 0.402, data_time: 0.002, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7914, loss_cls: 1.8338, loss: 1.8338, grad_norm: 5.2681 2021-02-10 21:53:21,446 - mmaction - INFO - Epoch [12][2440/3757] lr: 1.000e-02, eta: 19:44:52, time: 0.555, data_time: 0.004, memory: 7076, top1_acc: 0.5672, top5_acc: 0.7883, loss_cls: 1.8283, loss: 1.8283, grad_norm: 5.1568 2021-02-10 21:53:29,386 - mmaction - INFO - Epoch [12][2460/3757] lr: 1.000e-02, eta: 19:44:36, time: 0.397, data_time: 0.003, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7906, loss_cls: 1.8067, loss: 1.8067, grad_norm: 5.1108 2021-02-10 21:53:40,697 - mmaction - INFO - Epoch [12][2480/3757] lr: 1.000e-02, eta: 19:44:31, time: 0.566, data_time: 0.004, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8039, loss_cls: 1.8358, loss: 1.8358, grad_norm: 5.2894 2021-02-10 21:53:48,520 - mmaction - INFO - Epoch [12][2500/3757] lr: 1.000e-02, eta: 19:44:14, time: 0.391, data_time: 0.001, memory: 7076, top1_acc: 0.5430, top5_acc: 0.7898, loss_cls: 1.9037, loss: 1.9037, grad_norm: 5.4319 2021-02-10 21:53:58,437 - mmaction - INFO - Epoch [12][2520/3757] lr: 1.000e-02, eta: 19:44:04, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8078, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.2596 2021-02-10 21:54:05,686 - mmaction - INFO - Epoch [12][2540/3757] lr: 1.000e-02, eta: 19:43:46, time: 0.363, data_time: 0.002, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7977, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.2184 2021-02-10 21:54:15,455 - mmaction - INFO - Epoch [12][2560/3757] lr: 1.000e-02, eta: 19:43:36, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7820, loss_cls: 1.8927, loss: 1.8927, grad_norm: 5.4894 2021-02-10 21:54:24,431 - mmaction - INFO - Epoch [12][2580/3757] lr: 1.000e-02, eta: 19:43:23, time: 0.450, data_time: 0.005, memory: 7076, top1_acc: 0.5391, top5_acc: 0.8055, loss_cls: 1.8420, loss: 1.8420, grad_norm: 5.3118 2021-02-10 21:54:33,140 - mmaction - INFO - Epoch [12][2600/3757] lr: 1.000e-02, eta: 19:43:09, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.5617, top5_acc: 0.8047, loss_cls: 1.8033, loss: 1.8033, grad_norm: 5.4958 2021-02-10 21:54:42,441 - mmaction - INFO - Epoch [12][2620/3757] lr: 1.000e-02, eta: 19:42:58, time: 0.465, data_time: 0.014, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7922, loss_cls: 1.8364, loss: 1.8364, grad_norm: 5.2755 2021-02-10 21:54:52,122 - mmaction - INFO - Epoch [12][2640/3757] lr: 1.000e-02, eta: 19:42:47, time: 0.483, data_time: 0.003, memory: 7076, top1_acc: 0.5547, top5_acc: 0.7906, loss_cls: 1.8519, loss: 1.8519, grad_norm: 5.1359 2021-02-10 21:55:00,186 - mmaction - INFO - Epoch [12][2660/3757] lr: 1.000e-02, eta: 19:42:31, time: 0.403, data_time: 0.025, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7984, loss_cls: 1.8396, loss: 1.8396, grad_norm: 5.2979 2021-02-10 21:55:09,491 - mmaction - INFO - Epoch [12][2680/3757] lr: 1.000e-02, eta: 19:42:20, time: 0.466, data_time: 0.018, memory: 7076, top1_acc: 0.5875, top5_acc: 0.7945, loss_cls: 1.7766, loss: 1.7766, grad_norm: 5.1601 2021-02-10 21:55:18,729 - mmaction - INFO - Epoch [12][2700/3757] lr: 1.000e-02, eta: 19:42:08, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.5367, top5_acc: 0.7953, loss_cls: 1.8776, loss: 1.8776, grad_norm: 5.3375 2021-02-10 21:55:26,169 - mmaction - INFO - Epoch [12][2720/3757] lr: 1.000e-02, eta: 19:41:50, time: 0.374, data_time: 0.002, memory: 7076, top1_acc: 0.5844, top5_acc: 0.7961, loss_cls: 1.7775, loss: 1.7775, grad_norm: 5.3506 2021-02-10 21:55:35,094 - mmaction - INFO - Epoch [12][2740/3757] lr: 1.000e-02, eta: 19:41:37, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8086, loss_cls: 1.8105, loss: 1.8105, grad_norm: 5.3882 2021-02-10 21:55:43,450 - mmaction - INFO - Epoch [12][2760/3757] lr: 1.000e-02, eta: 19:41:22, time: 0.416, data_time: 0.002, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7836, loss_cls: 1.8620, loss: 1.8620, grad_norm: 5.3230 2021-02-10 21:55:52,221 - mmaction - INFO - Epoch [12][2780/3757] lr: 1.000e-02, eta: 19:41:09, time: 0.440, data_time: 0.003, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.8509, loss: 1.8509, grad_norm: 5.2813 2021-02-10 21:56:02,114 - mmaction - INFO - Epoch [12][2800/3757] lr: 1.000e-02, eta: 19:40:59, time: 0.493, data_time: 0.002, memory: 7076, top1_acc: 0.5617, top5_acc: 0.8047, loss_cls: 1.7938, loss: 1.7938, grad_norm: 5.0985 2021-02-10 21:56:10,690 - mmaction - INFO - Epoch [12][2820/3757] lr: 1.000e-02, eta: 19:40:45, time: 0.430, data_time: 0.003, memory: 7076, top1_acc: 0.5266, top5_acc: 0.7922, loss_cls: 1.9169, loss: 1.9169, grad_norm: 5.4211 2021-02-10 21:56:19,984 - mmaction - INFO - Epoch [12][2840/3757] lr: 1.000e-02, eta: 19:40:33, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.5531, top5_acc: 0.8023, loss_cls: 1.8736, loss: 1.8736, grad_norm: 5.2506 2021-02-10 21:56:28,408 - mmaction - INFO - Epoch [12][2860/3757] lr: 1.000e-02, eta: 19:40:19, time: 0.422, data_time: 0.001, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8156, loss_cls: 1.7805, loss: 1.7805, grad_norm: 5.2083 2021-02-10 21:56:37,783 - mmaction - INFO - Epoch [12][2880/3757] lr: 1.000e-02, eta: 19:40:07, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7961, loss_cls: 1.7914, loss: 1.7914, grad_norm: 5.1553 2021-02-10 21:56:46,210 - mmaction - INFO - Epoch [12][2900/3757] lr: 1.000e-02, eta: 19:39:53, time: 0.434, data_time: 0.014, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7883, loss_cls: 1.8599, loss: 1.8599, grad_norm: 5.2131 2021-02-10 21:56:54,783 - mmaction - INFO - Epoch [12][2920/3757] lr: 1.000e-02, eta: 19:39:39, time: 0.429, data_time: 0.001, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7977, loss_cls: 1.8420, loss: 1.8420, grad_norm: 5.3253 2021-02-10 21:57:03,143 - mmaction - INFO - Epoch [12][2940/3757] lr: 1.000e-02, eta: 19:39:24, time: 0.417, data_time: 0.016, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7961, loss_cls: 1.8662, loss: 1.8662, grad_norm: 5.2974 2021-02-10 21:57:12,768 - mmaction - INFO - Epoch [12][2960/3757] lr: 1.000e-02, eta: 19:39:13, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.8320, loss: 1.8320, grad_norm: 5.1063 2021-02-10 21:57:21,297 - mmaction - INFO - Epoch [12][2980/3757] lr: 1.000e-02, eta: 19:38:59, time: 0.429, data_time: 0.004, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7891, loss_cls: 1.8606, loss: 1.8606, grad_norm: 5.2856 2021-02-10 21:57:30,432 - mmaction - INFO - Epoch [12][3000/3757] lr: 1.000e-02, eta: 19:38:47, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7898, loss_cls: 1.8812, loss: 1.8812, grad_norm: 5.2452 2021-02-10 21:57:39,604 - mmaction - INFO - Epoch [12][3020/3757] lr: 1.000e-02, eta: 19:38:35, time: 0.453, data_time: 0.003, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8063, loss_cls: 1.7906, loss: 1.7906, grad_norm: 5.3878 2021-02-10 21:57:47,064 - mmaction - INFO - Epoch [12][3040/3757] lr: 1.000e-02, eta: 19:38:18, time: 0.379, data_time: 0.007, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7930, loss_cls: 1.8426, loss: 1.8426, grad_norm: 5.3265 2021-02-10 21:57:56,104 - mmaction - INFO - Epoch [12][3060/3757] lr: 1.000e-02, eta: 19:38:05, time: 0.451, data_time: 0.044, memory: 7076, top1_acc: 0.5617, top5_acc: 0.7867, loss_cls: 1.8453, loss: 1.8453, grad_norm: 5.2604 2021-02-10 21:58:04,302 - mmaction - INFO - Epoch [12][3080/3757] lr: 1.000e-02, eta: 19:37:50, time: 0.411, data_time: 0.038, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7945, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.1966 2021-02-10 21:58:13,531 - mmaction - INFO - Epoch [12][3100/3757] lr: 1.000e-02, eta: 19:37:38, time: 0.461, data_time: 0.074, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8000, loss_cls: 1.8488, loss: 1.8488, grad_norm: 5.2230 2021-02-10 21:58:21,678 - mmaction - INFO - Epoch [12][3120/3757] lr: 1.000e-02, eta: 19:37:23, time: 0.407, data_time: 0.026, memory: 7076, top1_acc: 0.5836, top5_acc: 0.7922, loss_cls: 1.8549, loss: 1.8549, grad_norm: 5.3393 2021-02-10 21:58:30,985 - mmaction - INFO - Epoch [12][3140/3757] lr: 1.000e-02, eta: 19:37:11, time: 0.466, data_time: 0.008, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8320, loss: 1.8320, grad_norm: 5.1943 2021-02-10 21:58:39,120 - mmaction - INFO - Epoch [12][3160/3757] lr: 1.000e-02, eta: 19:36:56, time: 0.407, data_time: 0.003, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8148, loss_cls: 1.7712, loss: 1.7712, grad_norm: 5.1764 2021-02-10 21:58:48,501 - mmaction - INFO - Epoch [12][3180/3757] lr: 1.000e-02, eta: 19:36:44, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.5391, top5_acc: 0.7922, loss_cls: 1.8921, loss: 1.8921, grad_norm: 5.3669 2021-02-10 21:58:57,808 - mmaction - INFO - Epoch [12][3200/3757] lr: 1.000e-02, eta: 19:36:33, time: 0.467, data_time: 0.005, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7859, loss_cls: 1.9311, loss: 1.9311, grad_norm: 5.4100 2021-02-10 21:59:06,042 - mmaction - INFO - Epoch [12][3220/3757] lr: 1.000e-02, eta: 19:36:18, time: 0.412, data_time: 0.002, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7742, loss_cls: 1.9422, loss: 1.9422, grad_norm: 5.2347 2021-02-10 21:59:14,636 - mmaction - INFO - Epoch [12][3240/3757] lr: 1.000e-02, eta: 19:36:04, time: 0.430, data_time: 0.001, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8016, loss_cls: 1.8155, loss: 1.8155, grad_norm: 5.2831 2021-02-10 21:59:24,914 - mmaction - INFO - Epoch [12][3260/3757] lr: 1.000e-02, eta: 19:35:55, time: 0.513, data_time: 0.002, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7898, loss_cls: 1.8915, loss: 1.8915, grad_norm: 5.4103 2021-02-10 21:59:33,376 - mmaction - INFO - Epoch [12][3280/3757] lr: 1.000e-02, eta: 19:35:41, time: 0.419, data_time: 0.002, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8000, loss_cls: 1.8070, loss: 1.8070, grad_norm: 5.2427 2021-02-10 21:59:43,737 - mmaction - INFO - Epoch [12][3300/3757] lr: 1.000e-02, eta: 19:35:33, time: 0.522, data_time: 0.012, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.8770, loss: 1.8770, grad_norm: 5.2239 2021-02-10 21:59:51,854 - mmaction - INFO - Epoch [12][3320/3757] lr: 1.000e-02, eta: 19:35:17, time: 0.407, data_time: 0.027, memory: 7076, top1_acc: 0.5477, top5_acc: 0.8039, loss_cls: 1.8455, loss: 1.8455, grad_norm: 5.3232 2021-02-10 22:00:00,261 - mmaction - INFO - Epoch [12][3340/3757] lr: 1.000e-02, eta: 19:35:03, time: 0.421, data_time: 0.002, memory: 7076, top1_acc: 0.5594, top5_acc: 0.7977, loss_cls: 1.8640, loss: 1.8640, grad_norm: 5.1741 2021-02-10 22:00:09,633 - mmaction - INFO - Epoch [12][3360/3757] lr: 1.000e-02, eta: 19:34:52, time: 0.468, data_time: 0.003, memory: 7076, top1_acc: 0.5734, top5_acc: 0.7875, loss_cls: 1.8493, loss: 1.8493, grad_norm: 5.0992 2021-02-10 22:00:17,169 - mmaction - INFO - Epoch [12][3380/3757] lr: 1.000e-02, eta: 19:34:34, time: 0.377, data_time: 0.004, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8156, loss_cls: 1.7544, loss: 1.7544, grad_norm: 5.1551 2021-02-10 22:00:27,509 - mmaction - INFO - Epoch [12][3400/3757] lr: 1.000e-02, eta: 19:34:25, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8023, loss_cls: 1.8248, loss: 1.8248, grad_norm: 5.1666 2021-02-10 22:00:35,432 - mmaction - INFO - Epoch [12][3420/3757] lr: 1.000e-02, eta: 19:34:10, time: 0.405, data_time: 0.022, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7914, loss_cls: 1.8848, loss: 1.8848, grad_norm: 5.3288 2021-02-10 22:00:45,081 - mmaction - INFO - Epoch [12][3440/3757] lr: 1.000e-02, eta: 19:34:00, time: 0.482, data_time: 0.061, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8925, loss: 1.8925, grad_norm: 5.3829 2021-02-10 22:00:53,399 - mmaction - INFO - Epoch [12][3460/3757] lr: 1.000e-02, eta: 19:33:45, time: 0.416, data_time: 0.008, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7945, loss_cls: 1.8461, loss: 1.8461, grad_norm: 5.2970 2021-02-10 22:01:03,003 - mmaction - INFO - Epoch [12][3480/3757] lr: 1.000e-02, eta: 19:33:34, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8739, loss: 1.8739, grad_norm: 5.2158 2021-02-10 22:01:12,185 - mmaction - INFO - Epoch [12][3500/3757] lr: 1.000e-02, eta: 19:33:22, time: 0.459, data_time: 0.003, memory: 7076, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.8542, loss: 1.8542, grad_norm: 5.1997 2021-02-10 22:01:20,799 - mmaction - INFO - Epoch [12][3520/3757] lr: 1.000e-02, eta: 19:33:08, time: 0.430, data_time: 0.001, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8344, loss_cls: 1.7215, loss: 1.7215, grad_norm: 5.1444 2021-02-10 22:01:29,552 - mmaction - INFO - Epoch [12][3540/3757] lr: 1.000e-02, eta: 19:32:55, time: 0.437, data_time: 0.002, memory: 7076, top1_acc: 0.5484, top5_acc: 0.8047, loss_cls: 1.8071, loss: 1.8071, grad_norm: 5.3572 2021-02-10 22:01:36,987 - mmaction - INFO - Epoch [12][3560/3757] lr: 1.000e-02, eta: 19:32:38, time: 0.374, data_time: 0.003, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7922, loss_cls: 1.8310, loss: 1.8310, grad_norm: 5.2212 2021-02-10 22:01:46,097 - mmaction - INFO - Epoch [12][3580/3757] lr: 1.000e-02, eta: 19:32:25, time: 0.455, data_time: 0.001, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7914, loss_cls: 1.8824, loss: 1.8824, grad_norm: 5.2195 2021-02-10 22:01:54,349 - mmaction - INFO - Epoch [12][3600/3757] lr: 1.000e-02, eta: 19:32:11, time: 0.412, data_time: 0.001, memory: 7076, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8549, loss: 1.8549, grad_norm: 5.0778 2021-02-10 22:02:03,646 - mmaction - INFO - Epoch [12][3620/3757] lr: 1.000e-02, eta: 19:31:59, time: 0.466, data_time: 0.009, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7844, loss_cls: 1.8694, loss: 1.8694, grad_norm: 5.3413 2021-02-10 22:02:12,612 - mmaction - INFO - Epoch [12][3640/3757] lr: 1.000e-02, eta: 19:31:46, time: 0.447, data_time: 0.000, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8211, loss_cls: 1.7938, loss: 1.7938, grad_norm: 5.3028 2021-02-10 22:02:20,844 - mmaction - INFO - Epoch [12][3660/3757] lr: 1.000e-02, eta: 19:31:31, time: 0.412, data_time: 0.030, memory: 7076, top1_acc: 0.5547, top5_acc: 0.7977, loss_cls: 1.8345, loss: 1.8345, grad_norm: 5.4999 2021-02-10 22:02:29,384 - mmaction - INFO - Epoch [12][3680/3757] lr: 1.000e-02, eta: 19:31:17, time: 0.427, data_time: 0.001, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7898, loss_cls: 1.8937, loss: 1.8937, grad_norm: 5.4900 2021-02-10 22:02:37,521 - mmaction - INFO - Epoch [12][3700/3757] lr: 1.000e-02, eta: 19:31:02, time: 0.407, data_time: 0.003, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7582, loss: 1.7582, grad_norm: 5.2164 2021-02-10 22:02:46,277 - mmaction - INFO - Epoch [12][3720/3757] lr: 1.000e-02, eta: 19:30:49, time: 0.438, data_time: 0.032, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8047, loss_cls: 1.7685, loss: 1.7685, grad_norm: 4.9724 2021-02-10 22:02:55,076 - mmaction - INFO - Epoch [12][3740/3757] lr: 1.000e-02, eta: 19:30:36, time: 0.440, data_time: 0.001, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7797, loss_cls: 1.9226, loss: 1.9226, grad_norm: 5.2147 2021-02-10 22:06:07,092 - mmaction - INFO - Epoch [13][20/3757] lr: 1.000e-02, eta: 19:38:35, time: 8.767, data_time: 8.304, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8086, loss_cls: 1.7488, loss: 1.7488, grad_norm: 5.2607 2021-02-10 22:06:16,322 - mmaction - INFO - Epoch [13][40/3757] lr: 1.000e-02, eta: 19:38:23, time: 0.463, data_time: 0.010, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8211, loss_cls: 1.6908, loss: 1.6908, grad_norm: 5.1507 2021-02-10 22:06:25,942 - mmaction - INFO - Epoch [13][60/3757] lr: 1.000e-02, eta: 19:38:12, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8086, loss_cls: 1.7269, loss: 1.7269, grad_norm: 5.2158 2021-02-10 22:06:34,173 - mmaction - INFO - Epoch [13][80/3757] lr: 1.000e-02, eta: 19:37:57, time: 0.414, data_time: 0.003, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8023, loss_cls: 1.8120, loss: 1.8120, grad_norm: 5.5026 2021-02-10 22:06:42,487 - mmaction - INFO - Epoch [13][100/3757] lr: 1.000e-02, eta: 19:37:42, time: 0.415, data_time: 0.002, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8109, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.3078 2021-02-10 22:06:51,783 - mmaction - INFO - Epoch [13][120/3757] lr: 1.000e-02, eta: 19:37:30, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7852, loss_cls: 1.8856, loss: 1.8856, grad_norm: 5.2685 2021-02-10 22:07:00,127 - mmaction - INFO - Epoch [13][140/3757] lr: 1.000e-02, eta: 19:37:15, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.7745, loss: 1.7745, grad_norm: 5.2634 2021-02-10 22:07:10,290 - mmaction - INFO - Epoch [13][160/3757] lr: 1.000e-02, eta: 19:37:06, time: 0.508, data_time: 0.002, memory: 7076, top1_acc: 0.5687, top5_acc: 0.7953, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.2535 2021-02-10 22:07:18,858 - mmaction - INFO - Epoch [13][180/3757] lr: 1.000e-02, eta: 19:36:52, time: 0.429, data_time: 0.005, memory: 7076, top1_acc: 0.5719, top5_acc: 0.7852, loss_cls: 1.8151, loss: 1.8151, grad_norm: 5.3623 2021-02-10 22:07:26,127 - mmaction - INFO - Epoch [13][200/3757] lr: 1.000e-02, eta: 19:36:34, time: 0.364, data_time: 0.001, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7589, loss: 1.7589, grad_norm: 5.0944 2021-02-10 22:07:35,557 - mmaction - INFO - Epoch [13][220/3757] lr: 1.000e-02, eta: 19:36:23, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.5828, top5_acc: 0.7977, loss_cls: 1.7539, loss: 1.7539, grad_norm: 5.2296 2021-02-10 22:07:43,836 - mmaction - INFO - Epoch [13][240/3757] lr: 1.000e-02, eta: 19:36:08, time: 0.414, data_time: 0.002, memory: 7076, top1_acc: 0.5680, top5_acc: 0.7969, loss_cls: 1.7567, loss: 1.7567, grad_norm: 5.2057 2021-02-10 22:07:52,730 - mmaction - INFO - Epoch [13][260/3757] lr: 1.000e-02, eta: 19:35:54, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.5586, top5_acc: 0.8031, loss_cls: 1.8145, loss: 1.8145, grad_norm: 5.5199 2021-02-10 22:08:01,495 - mmaction - INFO - Epoch [13][280/3757] lr: 1.000e-02, eta: 19:35:41, time: 0.439, data_time: 0.004, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7844, loss_cls: 1.8840, loss: 1.8840, grad_norm: 5.4329 2021-02-10 22:08:11,025 - mmaction - INFO - Epoch [13][300/3757] lr: 1.000e-02, eta: 19:35:30, time: 0.477, data_time: 0.003, memory: 7076, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.7865, loss: 1.7865, grad_norm: 5.2819 2021-02-10 22:08:18,835 - mmaction - INFO - Epoch [13][320/3757] lr: 1.000e-02, eta: 19:35:13, time: 0.389, data_time: 0.001, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8102, loss_cls: 1.7220, loss: 1.7220, grad_norm: 5.1189 2021-02-10 22:08:28,264 - mmaction - INFO - Epoch [13][340/3757] lr: 1.000e-02, eta: 19:35:02, time: 0.473, data_time: 0.005, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8205, loss: 1.8205, grad_norm: 5.3058 2021-02-10 22:08:36,835 - mmaction - INFO - Epoch [13][360/3757] lr: 1.000e-02, eta: 19:34:48, time: 0.428, data_time: 0.001, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7984, loss_cls: 1.8131, loss: 1.8131, grad_norm: 5.3846 2021-02-10 22:08:45,961 - mmaction - INFO - Epoch [13][380/3757] lr: 1.000e-02, eta: 19:34:36, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.7371, loss: 1.7371, grad_norm: 5.2834 2021-02-10 22:08:54,718 - mmaction - INFO - Epoch [13][400/3757] lr: 1.000e-02, eta: 19:34:22, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.5539, top5_acc: 0.8016, loss_cls: 1.7972, loss: 1.7972, grad_norm: 5.2882 2021-02-10 22:09:02,659 - mmaction - INFO - Epoch [13][420/3757] lr: 1.000e-02, eta: 19:34:06, time: 0.400, data_time: 0.006, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8133, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.1006 2021-02-10 22:09:12,091 - mmaction - INFO - Epoch [13][440/3757] lr: 1.000e-02, eta: 19:33:55, time: 0.466, data_time: 0.040, memory: 7076, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.2762 2021-02-10 22:09:19,758 - mmaction - INFO - Epoch [13][460/3757] lr: 1.000e-02, eta: 19:33:38, time: 0.390, data_time: 0.013, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7629, loss: 1.7629, grad_norm: 5.2882 2021-02-10 22:09:29,130 - mmaction - INFO - Epoch [13][480/3757] lr: 1.000e-02, eta: 19:33:26, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.5555, top5_acc: 0.8016, loss_cls: 1.8085, loss: 1.8085, grad_norm: 5.3744 2021-02-10 22:09:36,542 - mmaction - INFO - Epoch [13][500/3757] lr: 1.000e-02, eta: 19:33:09, time: 0.371, data_time: 0.003, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8164, loss_cls: 1.6996, loss: 1.6996, grad_norm: 5.2475 2021-02-10 22:09:46,179 - mmaction - INFO - Epoch [13][520/3757] lr: 1.000e-02, eta: 19:32:58, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8297, loss_cls: 1.7154, loss: 1.7154, grad_norm: 5.3231 2021-02-10 22:09:54,423 - mmaction - INFO - Epoch [13][540/3757] lr: 1.000e-02, eta: 19:32:43, time: 0.410, data_time: 0.001, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8148, loss_cls: 1.7482, loss: 1.7482, grad_norm: 5.2709 2021-02-10 22:10:03,946 - mmaction - INFO - Epoch [13][560/3757] lr: 1.000e-02, eta: 19:32:32, time: 0.478, data_time: 0.073, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8227, loss_cls: 1.6935, loss: 1.6935, grad_norm: 5.3625 2021-02-10 22:10:12,420 - mmaction - INFO - Epoch [13][580/3757] lr: 1.000e-02, eta: 19:32:18, time: 0.423, data_time: 0.002, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8133, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.2182 2021-02-10 22:10:21,308 - mmaction - INFO - Epoch [13][600/3757] lr: 1.000e-02, eta: 19:32:05, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8109, loss_cls: 1.7258, loss: 1.7258, grad_norm: 5.3146 2021-02-10 22:10:30,819 - mmaction - INFO - Epoch [13][620/3757] lr: 1.000e-02, eta: 19:31:54, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.5734, top5_acc: 0.7969, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.4030 2021-02-10 22:10:39,287 - mmaction - INFO - Epoch [13][640/3757] lr: 1.000e-02, eta: 19:31:39, time: 0.423, data_time: 0.003, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8086, loss_cls: 1.7421, loss: 1.7421, grad_norm: 5.1345 2021-02-10 22:10:47,727 - mmaction - INFO - Epoch [13][660/3757] lr: 1.000e-02, eta: 19:31:25, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.8403, loss: 1.8403, grad_norm: 5.4350 2021-02-10 22:10:56,785 - mmaction - INFO - Epoch [13][680/3757] lr: 1.000e-02, eta: 19:31:12, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8195, loss_cls: 1.7151, loss: 1.7151, grad_norm: 5.3161 2021-02-10 22:11:05,678 - mmaction - INFO - Epoch [13][700/3757] lr: 1.000e-02, eta: 19:30:59, time: 0.446, data_time: 0.028, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7906, loss_cls: 1.8632, loss: 1.8632, grad_norm: 5.3268 2021-02-10 22:11:15,840 - mmaction - INFO - Epoch [13][720/3757] lr: 1.000e-02, eta: 19:30:50, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.2539 2021-02-10 22:11:23,904 - mmaction - INFO - Epoch [13][740/3757] lr: 1.000e-02, eta: 19:30:35, time: 0.403, data_time: 0.003, memory: 7076, top1_acc: 0.5633, top5_acc: 0.8070, loss_cls: 1.8042, loss: 1.8042, grad_norm: 5.4899 2021-02-10 22:11:33,333 - mmaction - INFO - Epoch [13][760/3757] lr: 1.000e-02, eta: 19:30:23, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8055, loss_cls: 1.7823, loss: 1.7823, grad_norm: 5.2705 2021-02-10 22:11:41,706 - mmaction - INFO - Epoch [13][780/3757] lr: 1.000e-02, eta: 19:30:09, time: 0.419, data_time: 0.002, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8234, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.2401 2021-02-10 22:11:52,613 - mmaction - INFO - Epoch [13][800/3757] lr: 1.000e-02, eta: 19:30:02, time: 0.542, data_time: 0.002, memory: 7076, top1_acc: 0.5648, top5_acc: 0.7953, loss_cls: 1.8177, loss: 1.8177, grad_norm: 5.3937 2021-02-10 22:11:59,970 - mmaction - INFO - Epoch [13][820/3757] lr: 1.000e-02, eta: 19:29:44, time: 0.371, data_time: 0.008, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8258, loss_cls: 1.6410, loss: 1.6410, grad_norm: 5.0443 2021-02-10 22:12:12,882 - mmaction - INFO - Epoch [13][840/3757] lr: 1.000e-02, eta: 19:29:44, time: 0.640, data_time: 0.010, memory: 7076, top1_acc: 0.5617, top5_acc: 0.8031, loss_cls: 1.7659, loss: 1.7659, grad_norm: 5.4112 2021-02-10 22:12:20,434 - mmaction - INFO - Epoch [13][860/3757] lr: 1.000e-02, eta: 19:29:27, time: 0.383, data_time: 0.010, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8109, loss_cls: 1.7591, loss: 1.7591, grad_norm: 5.1931 2021-02-10 22:12:29,634 - mmaction - INFO - Epoch [13][880/3757] lr: 1.000e-02, eta: 19:29:15, time: 0.457, data_time: 0.003, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8070, loss_cls: 1.7424, loss: 1.7424, grad_norm: 5.2218 2021-02-10 22:12:38,179 - mmaction - INFO - Epoch [13][900/3757] lr: 1.000e-02, eta: 19:29:01, time: 0.430, data_time: 0.004, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8070, loss_cls: 1.7924, loss: 1.7924, grad_norm: 5.2584 2021-02-10 22:12:46,302 - mmaction - INFO - Epoch [13][920/3757] lr: 1.000e-02, eta: 19:28:45, time: 0.407, data_time: 0.001, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8047, loss_cls: 1.7778, loss: 1.7778, grad_norm: 5.2817 2021-02-10 22:12:56,415 - mmaction - INFO - Epoch [13][940/3757] lr: 1.000e-02, eta: 19:28:36, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.5711, top5_acc: 0.7820, loss_cls: 1.8618, loss: 1.8618, grad_norm: 5.4189 2021-02-10 22:13:04,965 - mmaction - INFO - Epoch [13][960/3757] lr: 1.000e-02, eta: 19:28:22, time: 0.430, data_time: 0.004, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8023, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.3195 2021-02-10 22:13:13,708 - mmaction - INFO - Epoch [13][980/3757] lr: 1.000e-02, eta: 19:28:09, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.8242, loss: 1.8242, grad_norm: 5.2038 2021-02-10 22:13:22,778 - mmaction - INFO - Epoch [13][1000/3757] lr: 1.000e-02, eta: 19:27:56, time: 0.452, data_time: 0.005, memory: 7076, top1_acc: 0.5680, top5_acc: 0.7875, loss_cls: 1.8241, loss: 1.8241, grad_norm: 5.1835 2021-02-10 22:13:31,799 - mmaction - INFO - Epoch [13][1020/3757] lr: 1.000e-02, eta: 19:27:44, time: 0.453, data_time: 0.004, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7891, loss_cls: 1.8504, loss: 1.8504, grad_norm: 5.3056 2021-02-10 22:13:39,619 - mmaction - INFO - Epoch [13][1040/3757] lr: 1.000e-02, eta: 19:27:27, time: 0.389, data_time: 0.003, memory: 7076, top1_acc: 0.5594, top5_acc: 0.8023, loss_cls: 1.8028, loss: 1.8028, grad_norm: 5.3287 2021-02-10 22:13:47,739 - mmaction - INFO - Epoch [13][1060/3757] lr: 1.000e-02, eta: 19:27:12, time: 0.408, data_time: 0.003, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7984, loss_cls: 1.7888, loss: 1.7888, grad_norm: 5.3334 2021-02-10 22:13:57,348 - mmaction - INFO - Epoch [13][1080/3757] lr: 1.000e-02, eta: 19:27:02, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8125, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.2914 2021-02-10 22:14:06,263 - mmaction - INFO - Epoch [13][1100/3757] lr: 1.000e-02, eta: 19:26:49, time: 0.446, data_time: 0.035, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8195, loss_cls: 1.6786, loss: 1.6786, grad_norm: 5.2703 2021-02-10 22:14:16,906 - mmaction - INFO - Epoch [13][1120/3757] lr: 1.000e-02, eta: 19:26:41, time: 0.527, data_time: 0.001, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8187, loss_cls: 1.7624, loss: 1.7624, grad_norm: 5.2101 2021-02-10 22:14:25,673 - mmaction - INFO - Epoch [13][1140/3757] lr: 1.000e-02, eta: 19:26:28, time: 0.443, data_time: 0.008, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8133, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.3916 2021-02-10 22:14:35,412 - mmaction - INFO - Epoch [13][1160/3757] lr: 1.000e-02, eta: 19:26:18, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.7569, loss: 1.7569, grad_norm: 5.2593 2021-02-10 22:14:43,564 - mmaction - INFO - Epoch [13][1180/3757] lr: 1.000e-02, eta: 19:26:02, time: 0.407, data_time: 0.022, memory: 7076, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8262, loss: 1.8262, grad_norm: 5.2767 2021-02-10 22:14:53,713 - mmaction - INFO - Epoch [13][1200/3757] lr: 1.000e-02, eta: 19:25:53, time: 0.505, data_time: 0.006, memory: 7076, top1_acc: 0.5727, top5_acc: 0.7945, loss_cls: 1.7836, loss: 1.7836, grad_norm: 5.2410 2021-02-10 22:15:01,708 - mmaction - INFO - Epoch [13][1220/3757] lr: 1.000e-02, eta: 19:25:38, time: 0.401, data_time: 0.003, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8023, loss_cls: 1.7873, loss: 1.7873, grad_norm: 5.2194 2021-02-10 22:15:13,099 - mmaction - INFO - Epoch [13][1240/3757] lr: 1.000e-02, eta: 19:25:32, time: 0.569, data_time: 0.001, memory: 7076, top1_acc: 0.5656, top5_acc: 0.8039, loss_cls: 1.8236, loss: 1.8236, grad_norm: 5.1970 2021-02-10 22:15:21,723 - mmaction - INFO - Epoch [13][1260/3757] lr: 1.000e-02, eta: 19:25:18, time: 0.431, data_time: 0.004, memory: 7076, top1_acc: 0.5648, top5_acc: 0.7930, loss_cls: 1.8370, loss: 1.8370, grad_norm: 5.3899 2021-02-10 22:15:30,743 - mmaction - INFO - Epoch [13][1280/3757] lr: 1.000e-02, eta: 19:25:06, time: 0.452, data_time: 0.003, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8016, loss_cls: 1.8602, loss: 1.8602, grad_norm: 5.3128 2021-02-10 22:15:38,716 - mmaction - INFO - Epoch [13][1300/3757] lr: 1.000e-02, eta: 19:24:50, time: 0.399, data_time: 0.002, memory: 7076, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.8261, loss: 1.8261, grad_norm: 5.2796 2021-02-10 22:15:47,118 - mmaction - INFO - Epoch [13][1320/3757] lr: 1.000e-02, eta: 19:24:36, time: 0.417, data_time: 0.001, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8164, loss_cls: 1.7320, loss: 1.7320, grad_norm: 5.2169 2021-02-10 22:15:56,537 - mmaction - INFO - Epoch [13][1340/3757] lr: 1.000e-02, eta: 19:24:25, time: 0.474, data_time: 0.006, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8141, loss_cls: 1.7827, loss: 1.7827, grad_norm: 5.1011 2021-02-10 22:16:05,115 - mmaction - INFO - Epoch [13][1360/3757] lr: 1.000e-02, eta: 19:24:11, time: 0.429, data_time: 0.005, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.8737, loss: 1.8737, grad_norm: 5.3377 2021-02-10 22:16:14,576 - mmaction - INFO - Epoch [13][1380/3757] lr: 1.000e-02, eta: 19:24:00, time: 0.472, data_time: 0.002, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8078, loss_cls: 1.7585, loss: 1.7585, grad_norm: 5.1753 2021-02-10 22:16:22,843 - mmaction - INFO - Epoch [13][1400/3757] lr: 1.000e-02, eta: 19:23:45, time: 0.414, data_time: 0.002, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8094, loss_cls: 1.7311, loss: 1.7311, grad_norm: 5.0512 2021-02-10 22:16:31,202 - mmaction - INFO - Epoch [13][1420/3757] lr: 1.000e-02, eta: 19:23:30, time: 0.418, data_time: 0.002, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8117, loss_cls: 1.7839, loss: 1.7839, grad_norm: 5.2838 2021-02-10 22:16:39,763 - mmaction - INFO - Epoch [13][1440/3757] lr: 1.000e-02, eta: 19:23:16, time: 0.428, data_time: 0.001, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7582, loss: 1.7582, grad_norm: 5.2481 2021-02-10 22:16:48,520 - mmaction - INFO - Epoch [13][1460/3757] lr: 1.000e-02, eta: 19:23:03, time: 0.438, data_time: 0.002, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8023, loss_cls: 1.7604, loss: 1.7604, grad_norm: 5.2278 2021-02-10 22:16:57,036 - mmaction - INFO - Epoch [13][1480/3757] lr: 1.000e-02, eta: 19:22:49, time: 0.425, data_time: 0.001, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7883, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.4254 2021-02-10 22:17:06,208 - mmaction - INFO - Epoch [13][1500/3757] lr: 1.000e-02, eta: 19:22:37, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8078, loss_cls: 1.7567, loss: 1.7567, grad_norm: 5.3370 2021-02-10 22:17:14,665 - mmaction - INFO - Epoch [13][1520/3757] lr: 1.000e-02, eta: 19:22:23, time: 0.423, data_time: 0.002, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.7639, loss: 1.7639, grad_norm: 5.2471 2021-02-10 22:17:23,130 - mmaction - INFO - Epoch [13][1540/3757] lr: 1.000e-02, eta: 19:22:09, time: 0.423, data_time: 0.003, memory: 7076, top1_acc: 0.5547, top5_acc: 0.7937, loss_cls: 1.8187, loss: 1.8187, grad_norm: 5.3820 2021-02-10 22:17:32,950 - mmaction - INFO - Epoch [13][1560/3757] lr: 1.000e-02, eta: 19:21:59, time: 0.488, data_time: 0.004, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7953, loss_cls: 1.8585, loss: 1.8585, grad_norm: 5.4012 2021-02-10 22:17:41,503 - mmaction - INFO - Epoch [13][1580/3757] lr: 1.000e-02, eta: 19:21:45, time: 0.429, data_time: 0.005, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8289, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.2602 2021-02-10 22:17:51,965 - mmaction - INFO - Epoch [13][1600/3757] lr: 1.000e-02, eta: 19:21:37, time: 0.520, data_time: 0.003, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7828, loss_cls: 1.9129, loss: 1.9129, grad_norm: 5.2988 2021-02-10 22:18:00,449 - mmaction - INFO - Epoch [13][1620/3757] lr: 1.000e-02, eta: 19:21:23, time: 0.427, data_time: 0.007, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7914, loss_cls: 1.8557, loss: 1.8557, grad_norm: 5.2244 2021-02-10 22:18:08,219 - mmaction - INFO - Epoch [13][1640/3757] lr: 1.000e-02, eta: 19:21:06, time: 0.389, data_time: 0.004, memory: 7076, top1_acc: 0.5547, top5_acc: 0.8000, loss_cls: 1.7966, loss: 1.7966, grad_norm: 5.3193 2021-02-10 22:18:17,267 - mmaction - INFO - Epoch [13][1660/3757] lr: 1.000e-02, eta: 19:20:54, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.5719, top5_acc: 0.7992, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.2034 2021-02-10 22:18:26,063 - mmaction - INFO - Epoch [13][1680/3757] lr: 1.000e-02, eta: 19:20:41, time: 0.444, data_time: 0.022, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8094, loss_cls: 1.7822, loss: 1.7822, grad_norm: 5.1654 2021-02-10 22:18:34,745 - mmaction - INFO - Epoch [13][1700/3757] lr: 1.000e-02, eta: 19:20:27, time: 0.431, data_time: 0.003, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7992, loss_cls: 1.8387, loss: 1.8387, grad_norm: 5.0990 2021-02-10 22:18:44,900 - mmaction - INFO - Epoch [13][1720/3757] lr: 1.000e-02, eta: 19:20:19, time: 0.511, data_time: 0.006, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8172, loss_cls: 1.7523, loss: 1.7523, grad_norm: 5.3882 2021-02-10 22:18:54,002 - mmaction - INFO - Epoch [13][1740/3757] lr: 1.000e-02, eta: 19:20:06, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7969, loss_cls: 1.8477, loss: 1.8477, grad_norm: 5.3664 2021-02-10 22:19:03,815 - mmaction - INFO - Epoch [13][1760/3757] lr: 1.000e-02, eta: 19:19:56, time: 0.491, data_time: 0.003, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7961, loss_cls: 1.8252, loss: 1.8252, grad_norm: 5.1530 2021-02-10 22:19:11,955 - mmaction - INFO - Epoch [13][1780/3757] lr: 1.000e-02, eta: 19:19:41, time: 0.405, data_time: 0.002, memory: 7076, top1_acc: 0.5539, top5_acc: 0.8055, loss_cls: 1.8122, loss: 1.8122, grad_norm: 5.2553 2021-02-10 22:19:21,742 - mmaction - INFO - Epoch [13][1800/3757] lr: 1.000e-02, eta: 19:19:31, time: 0.492, data_time: 0.004, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8016, loss_cls: 1.8476, loss: 1.8476, grad_norm: 5.3648 2021-02-10 22:19:31,811 - mmaction - INFO - Epoch [13][1820/3757] lr: 1.000e-02, eta: 19:19:22, time: 0.500, data_time: 0.002, memory: 7076, top1_acc: 0.5930, top5_acc: 0.7984, loss_cls: 1.7229, loss: 1.7229, grad_norm: 5.1136 2021-02-10 22:19:39,607 - mmaction - INFO - Epoch [13][1840/3757] lr: 1.000e-02, eta: 19:19:06, time: 0.394, data_time: 0.005, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7781, loss_cls: 1.8755, loss: 1.8755, grad_norm: 5.3705 2021-02-10 22:19:48,602 - mmaction - INFO - Epoch [13][1860/3757] lr: 1.000e-02, eta: 19:18:53, time: 0.449, data_time: 0.000, memory: 7076, top1_acc: 0.5672, top5_acc: 0.7883, loss_cls: 1.8436, loss: 1.8436, grad_norm: 5.1580 2021-02-10 22:19:58,858 - mmaction - INFO - Epoch [13][1880/3757] lr: 1.000e-02, eta: 19:18:44, time: 0.511, data_time: 0.002, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7930, loss_cls: 1.8279, loss: 1.8279, grad_norm: 5.2728 2021-02-10 22:20:07,383 - mmaction - INFO - Epoch [13][1900/3757] lr: 1.000e-02, eta: 19:18:31, time: 0.428, data_time: 0.008, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7977, loss_cls: 1.7584, loss: 1.7584, grad_norm: 5.1717 2021-02-10 22:20:16,528 - mmaction - INFO - Epoch [13][1920/3757] lr: 1.000e-02, eta: 19:18:19, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.5789, top5_acc: 0.7977, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.3093 2021-02-10 22:20:25,140 - mmaction - INFO - Epoch [13][1940/3757] lr: 1.000e-02, eta: 19:18:05, time: 0.430, data_time: 0.007, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.7939, loss: 1.7939, grad_norm: 5.0935 2021-02-10 22:20:35,245 - mmaction - INFO - Epoch [13][1960/3757] lr: 1.000e-02, eta: 19:17:56, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7875, loss_cls: 1.8794, loss: 1.8794, grad_norm: 5.2572 2021-02-10 22:20:43,782 - mmaction - INFO - Epoch [13][1980/3757] lr: 1.000e-02, eta: 19:17:42, time: 0.428, data_time: 0.003, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7937, loss_cls: 1.8669, loss: 1.8669, grad_norm: 5.2731 2021-02-10 22:20:53,256 - mmaction - INFO - Epoch [13][2000/3757] lr: 1.000e-02, eta: 19:17:31, time: 0.473, data_time: 0.009, memory: 7076, top1_acc: 0.5570, top5_acc: 0.8094, loss_cls: 1.7814, loss: 1.7814, grad_norm: 5.2020 2021-02-10 22:21:01,421 - mmaction - INFO - Epoch [13][2020/3757] lr: 1.000e-02, eta: 19:17:16, time: 0.409, data_time: 0.003, memory: 7076, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.8386, loss: 1.8386, grad_norm: 5.2426 2021-02-10 22:21:09,280 - mmaction - INFO - Epoch [13][2040/3757] lr: 1.000e-02, eta: 19:17:00, time: 0.393, data_time: 0.001, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8148, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.2481 2021-02-10 22:21:17,509 - mmaction - INFO - Epoch [13][2060/3757] lr: 1.000e-02, eta: 19:16:45, time: 0.411, data_time: 0.005, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7937, loss_cls: 1.8711, loss: 1.8711, grad_norm: 5.4133 2021-02-10 22:21:26,491 - mmaction - INFO - Epoch [13][2080/3757] lr: 1.000e-02, eta: 19:16:33, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.5547, top5_acc: 0.7984, loss_cls: 1.8383, loss: 1.8383, grad_norm: 5.1549 2021-02-10 22:21:34,569 - mmaction - INFO - Epoch [13][2100/3757] lr: 1.000e-02, eta: 19:16:18, time: 0.403, data_time: 0.001, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7961, loss_cls: 1.8226, loss: 1.8226, grad_norm: 5.3720 2021-02-10 22:21:43,606 - mmaction - INFO - Epoch [13][2120/3757] lr: 1.000e-02, eta: 19:16:05, time: 0.452, data_time: 0.012, memory: 7076, top1_acc: 0.5430, top5_acc: 0.8063, loss_cls: 1.8247, loss: 1.8247, grad_norm: 5.3524 2021-02-10 22:21:51,671 - mmaction - INFO - Epoch [13][2140/3757] lr: 1.000e-02, eta: 19:15:50, time: 0.404, data_time: 0.019, memory: 7076, top1_acc: 0.5594, top5_acc: 0.7852, loss_cls: 1.8967, loss: 1.8967, grad_norm: 5.5388 2021-02-10 22:22:00,960 - mmaction - INFO - Epoch [13][2160/3757] lr: 1.000e-02, eta: 19:15:39, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7719, loss_cls: 1.9103, loss: 1.9103, grad_norm: 5.3271 2021-02-10 22:22:09,272 - mmaction - INFO - Epoch [13][2180/3757] lr: 1.000e-02, eta: 19:15:24, time: 0.415, data_time: 0.000, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8125, loss_cls: 1.7216, loss: 1.7216, grad_norm: 5.2607 2021-02-10 22:22:18,198 - mmaction - INFO - Epoch [13][2200/3757] lr: 1.000e-02, eta: 19:15:11, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.5711, top5_acc: 0.7828, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.4664 2021-02-10 22:22:26,376 - mmaction - INFO - Epoch [13][2220/3757] lr: 1.000e-02, eta: 19:14:56, time: 0.408, data_time: 0.001, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7937, loss_cls: 1.8880, loss: 1.8880, grad_norm: 5.3426 2021-02-10 22:22:35,540 - mmaction - INFO - Epoch [13][2240/3757] lr: 1.000e-02, eta: 19:14:45, time: 0.458, data_time: 0.024, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8273, loss_cls: 1.7518, loss: 1.7518, grad_norm: 5.1906 2021-02-10 22:22:46,172 - mmaction - INFO - Epoch [13][2260/3757] lr: 1.000e-02, eta: 19:14:37, time: 0.527, data_time: 0.004, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8008, loss_cls: 1.7539, loss: 1.7539, grad_norm: 5.1865 2021-02-10 22:22:54,280 - mmaction - INFO - Epoch [13][2280/3757] lr: 1.000e-02, eta: 19:14:22, time: 0.409, data_time: 0.006, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7836, loss_cls: 1.8850, loss: 1.8850, grad_norm: 5.3922 2021-02-10 22:23:04,301 - mmaction - INFO - Epoch [13][2300/3757] lr: 1.000e-02, eta: 19:14:13, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7969, loss_cls: 1.8454, loss: 1.8454, grad_norm: 5.1853 2021-02-10 22:23:12,843 - mmaction - INFO - Epoch [13][2320/3757] lr: 1.000e-02, eta: 19:13:59, time: 0.427, data_time: 0.002, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7883, loss_cls: 1.8352, loss: 1.8352, grad_norm: 5.2619 2021-02-10 22:23:24,735 - mmaction - INFO - Epoch [13][2340/3757] lr: 1.000e-02, eta: 19:13:55, time: 0.594, data_time: 0.004, memory: 7076, top1_acc: 0.5328, top5_acc: 0.7922, loss_cls: 1.9241, loss: 1.9241, grad_norm: 5.4510 2021-02-10 22:23:32,284 - mmaction - INFO - Epoch [13][2360/3757] lr: 1.000e-02, eta: 19:13:38, time: 0.378, data_time: 0.003, memory: 7076, top1_acc: 0.5734, top5_acc: 0.7992, loss_cls: 1.7791, loss: 1.7791, grad_norm: 5.0987 2021-02-10 22:23:42,177 - mmaction - INFO - Epoch [13][2380/3757] lr: 1.000e-02, eta: 19:13:28, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8180, loss_cls: 1.6979, loss: 1.6979, grad_norm: 5.1298 2021-02-10 22:23:51,153 - mmaction - INFO - Epoch [13][2400/3757] lr: 1.000e-02, eta: 19:13:16, time: 0.449, data_time: 0.004, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8023, loss_cls: 1.8119, loss: 1.8119, grad_norm: 5.4064 2021-02-10 22:23:59,331 - mmaction - INFO - Epoch [13][2420/3757] lr: 1.000e-02, eta: 19:13:01, time: 0.409, data_time: 0.005, memory: 7076, top1_acc: 0.5586, top5_acc: 0.8070, loss_cls: 1.8299, loss: 1.8299, grad_norm: 5.2508 2021-02-10 22:24:08,625 - mmaction - INFO - Epoch [13][2440/3757] lr: 1.000e-02, eta: 19:12:50, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.7371, loss: 1.7371, grad_norm: 5.1840 2021-02-10 22:24:16,932 - mmaction - INFO - Epoch [13][2460/3757] lr: 1.000e-02, eta: 19:12:35, time: 0.412, data_time: 0.001, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8227, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.4294 2021-02-10 22:24:25,782 - mmaction - INFO - Epoch [13][2480/3757] lr: 1.000e-02, eta: 19:12:22, time: 0.444, data_time: 0.005, memory: 7076, top1_acc: 0.5352, top5_acc: 0.7805, loss_cls: 1.9507, loss: 1.9507, grad_norm: 5.4413 2021-02-10 22:24:35,105 - mmaction - INFO - Epoch [13][2500/3757] lr: 1.000e-02, eta: 19:12:11, time: 0.468, data_time: 0.003, memory: 7076, top1_acc: 0.5547, top5_acc: 0.8000, loss_cls: 1.8218, loss: 1.8218, grad_norm: 5.3537 2021-02-10 22:24:45,336 - mmaction - INFO - Epoch [13][2520/3757] lr: 1.000e-02, eta: 19:12:02, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7914, loss_cls: 1.8841, loss: 1.8841, grad_norm: 5.3537 2021-02-10 22:24:54,022 - mmaction - INFO - Epoch [13][2540/3757] lr: 1.000e-02, eta: 19:11:49, time: 0.436, data_time: 0.005, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8091, loss: 1.8091, grad_norm: 5.2856 2021-02-10 22:25:03,454 - mmaction - INFO - Epoch [13][2560/3757] lr: 1.000e-02, eta: 19:11:38, time: 0.472, data_time: 0.003, memory: 7076, top1_acc: 0.5594, top5_acc: 0.8070, loss_cls: 1.7754, loss: 1.7754, grad_norm: 5.2337 2021-02-10 22:25:10,712 - mmaction - INFO - Epoch [13][2580/3757] lr: 1.000e-02, eta: 19:11:20, time: 0.362, data_time: 0.002, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7883, loss_cls: 1.8909, loss: 1.8909, grad_norm: 5.3650 2021-02-10 22:25:20,786 - mmaction - INFO - Epoch [13][2600/3757] lr: 1.000e-02, eta: 19:11:09, time: 0.467, data_time: 0.003, memory: 7076, top1_acc: 0.5477, top5_acc: 0.8063, loss_cls: 1.7798, loss: 1.7798, grad_norm: 5.2077 2021-02-10 22:25:30,161 - mmaction - INFO - Epoch [13][2620/3757] lr: 1.000e-02, eta: 19:11:00, time: 0.505, data_time: 0.040, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8102, loss_cls: 1.7686, loss: 1.7686, grad_norm: 5.1933 2021-02-10 22:25:39,128 - mmaction - INFO - Epoch [13][2640/3757] lr: 1.000e-02, eta: 19:10:47, time: 0.449, data_time: 0.003, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.8042, loss: 1.8042, grad_norm: 5.3275 2021-02-10 22:25:47,643 - mmaction - INFO - Epoch [13][2660/3757] lr: 1.000e-02, eta: 19:10:33, time: 0.419, data_time: 0.001, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7914, loss_cls: 1.8572, loss: 1.8572, grad_norm: 5.3381 2021-02-10 22:25:56,784 - mmaction - INFO - Epoch [13][2680/3757] lr: 1.000e-02, eta: 19:10:22, time: 0.463, data_time: 0.009, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7898, loss_cls: 1.8367, loss: 1.8367, grad_norm: 5.1080 2021-02-10 22:26:05,731 - mmaction - INFO - Epoch [13][2700/3757] lr: 1.000e-02, eta: 19:10:09, time: 0.447, data_time: 0.003, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8195, loss_cls: 1.7295, loss: 1.7295, grad_norm: 5.0664 2021-02-10 22:26:13,905 - mmaction - INFO - Epoch [13][2720/3757] lr: 1.000e-02, eta: 19:09:54, time: 0.410, data_time: 0.002, memory: 7076, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.8297, loss: 1.8297, grad_norm: 5.3599 2021-02-10 22:26:23,819 - mmaction - INFO - Epoch [13][2740/3757] lr: 1.000e-02, eta: 19:09:45, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.8197, loss: 1.8197, grad_norm: 5.2784 2021-02-10 22:26:32,533 - mmaction - INFO - Epoch [13][2760/3757] lr: 1.000e-02, eta: 19:09:31, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8047, loss_cls: 1.7740, loss: 1.7740, grad_norm: 5.3038 2021-02-10 22:26:42,292 - mmaction - INFO - Epoch [13][2780/3757] lr: 1.000e-02, eta: 19:09:21, time: 0.488, data_time: 0.006, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7797, loss_cls: 1.9125, loss: 1.9125, grad_norm: 5.3305 2021-02-10 22:26:49,993 - mmaction - INFO - Epoch [13][2800/3757] lr: 1.000e-02, eta: 19:09:05, time: 0.384, data_time: 0.002, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.7280, loss: 1.7280, grad_norm: 5.2638 2021-02-10 22:26:58,962 - mmaction - INFO - Epoch [13][2820/3757] lr: 1.000e-02, eta: 19:08:53, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.5547, top5_acc: 0.8094, loss_cls: 1.8377, loss: 1.8377, grad_norm: 5.4455 2021-02-10 22:27:07,460 - mmaction - INFO - Epoch [13][2840/3757] lr: 1.000e-02, eta: 19:08:39, time: 0.423, data_time: 0.001, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8141, loss_cls: 1.7698, loss: 1.7698, grad_norm: 5.3644 2021-02-10 22:27:16,212 - mmaction - INFO - Epoch [13][2860/3757] lr: 1.000e-02, eta: 19:08:26, time: 0.439, data_time: 0.004, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8164, loss_cls: 1.7676, loss: 1.7676, grad_norm: 5.2820 2021-02-10 22:27:24,671 - mmaction - INFO - Epoch [13][2880/3757] lr: 1.000e-02, eta: 19:08:12, time: 0.422, data_time: 0.001, memory: 7076, top1_acc: 0.5984, top5_acc: 0.8328, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.3245 2021-02-10 22:27:34,206 - mmaction - INFO - Epoch [13][2900/3757] lr: 1.000e-02, eta: 19:08:01, time: 0.478, data_time: 0.005, memory: 7076, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.7998, loss: 1.7998, grad_norm: 5.3031 2021-02-10 22:27:42,349 - mmaction - INFO - Epoch [13][2920/3757] lr: 1.000e-02, eta: 19:07:46, time: 0.403, data_time: 0.008, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.7464, loss: 1.7464, grad_norm: 5.2056 2021-02-10 22:27:52,327 - mmaction - INFO - Epoch [13][2940/3757] lr: 1.000e-02, eta: 19:07:37, time: 0.501, data_time: 0.005, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7992, loss_cls: 1.8407, loss: 1.8407, grad_norm: 5.3525 2021-02-10 22:27:59,948 - mmaction - INFO - Epoch [13][2960/3757] lr: 1.000e-02, eta: 19:07:21, time: 0.383, data_time: 0.004, memory: 7076, top1_acc: 0.5539, top5_acc: 0.8031, loss_cls: 1.8096, loss: 1.8096, grad_norm: 5.3766 2021-02-10 22:28:09,509 - mmaction - INFO - Epoch [13][2980/3757] lr: 1.000e-02, eta: 19:07:10, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7759, loss: 1.7759, grad_norm: 5.2556 2021-02-10 22:28:17,777 - mmaction - INFO - Epoch [13][3000/3757] lr: 1.000e-02, eta: 19:06:55, time: 0.414, data_time: 0.002, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8156, loss_cls: 1.7754, loss: 1.7754, grad_norm: 5.3153 2021-02-10 22:28:27,695 - mmaction - INFO - Epoch [13][3020/3757] lr: 1.000e-02, eta: 19:06:46, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.8719, loss: 1.8719, grad_norm: 5.3047 2021-02-10 22:28:37,233 - mmaction - INFO - Epoch [13][3040/3757] lr: 1.000e-02, eta: 19:06:35, time: 0.476, data_time: 0.004, memory: 7076, top1_acc: 0.5695, top5_acc: 0.7937, loss_cls: 1.7955, loss: 1.7955, grad_norm: 5.1181 2021-02-10 22:28:46,389 - mmaction - INFO - Epoch [13][3060/3757] lr: 1.000e-02, eta: 19:06:23, time: 0.457, data_time: 0.003, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8078, loss_cls: 1.7664, loss: 1.7664, grad_norm: 5.3402 2021-02-10 22:28:55,130 - mmaction - INFO - Epoch [13][3080/3757] lr: 1.000e-02, eta: 19:06:10, time: 0.438, data_time: 0.003, memory: 7076, top1_acc: 0.5563, top5_acc: 0.8070, loss_cls: 1.8362, loss: 1.8362, grad_norm: 5.1881 2021-02-10 22:29:04,548 - mmaction - INFO - Epoch [13][3100/3757] lr: 1.000e-02, eta: 19:05:59, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.5680, top5_acc: 0.7906, loss_cls: 1.8338, loss: 1.8338, grad_norm: 5.3613 2021-02-10 22:29:13,626 - mmaction - INFO - Epoch [13][3120/3757] lr: 1.000e-02, eta: 19:05:47, time: 0.451, data_time: 0.003, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7898, loss_cls: 1.8687, loss: 1.8687, grad_norm: 5.2784 2021-02-10 22:29:21,676 - mmaction - INFO - Epoch [13][3140/3757] lr: 1.000e-02, eta: 19:05:32, time: 0.404, data_time: 0.007, memory: 7076, top1_acc: 0.5789, top5_acc: 0.7992, loss_cls: 1.7955, loss: 1.7955, grad_norm: 5.2418 2021-02-10 22:29:30,005 - mmaction - INFO - Epoch [13][3160/3757] lr: 1.000e-02, eta: 19:05:18, time: 0.418, data_time: 0.002, memory: 7076, top1_acc: 0.5336, top5_acc: 0.7719, loss_cls: 1.9626, loss: 1.9626, grad_norm: 5.3656 2021-02-10 22:29:38,778 - mmaction - INFO - Epoch [13][3180/3757] lr: 1.000e-02, eta: 19:05:05, time: 0.438, data_time: 0.001, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8047, loss_cls: 1.7372, loss: 1.7372, grad_norm: 5.1423 2021-02-10 22:29:47,833 - mmaction - INFO - Epoch [13][3200/3757] lr: 1.000e-02, eta: 19:04:53, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.5586, top5_acc: 0.8063, loss_cls: 1.8124, loss: 1.8124, grad_norm: 5.2809 2021-02-10 22:29:57,021 - mmaction - INFO - Epoch [13][3220/3757] lr: 1.000e-02, eta: 19:04:41, time: 0.459, data_time: 0.066, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7891, loss_cls: 1.8349, loss: 1.8349, grad_norm: 5.2486 2021-02-10 22:30:06,624 - mmaction - INFO - Epoch [13][3240/3757] lr: 1.000e-02, eta: 19:04:30, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7937, loss_cls: 1.8660, loss: 1.8660, grad_norm: 5.3566 2021-02-10 22:30:15,586 - mmaction - INFO - Epoch [13][3260/3757] lr: 1.000e-02, eta: 19:04:18, time: 0.447, data_time: 0.005, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7852, loss_cls: 1.9139, loss: 1.9139, grad_norm: 5.2512 2021-02-10 22:30:25,314 - mmaction - INFO - Epoch [13][3280/3757] lr: 1.000e-02, eta: 19:04:08, time: 0.486, data_time: 0.004, memory: 7076, top1_acc: 0.5211, top5_acc: 0.7805, loss_cls: 1.9376, loss: 1.9376, grad_norm: 5.5188 2021-02-10 22:30:33,978 - mmaction - INFO - Epoch [13][3300/3757] lr: 1.000e-02, eta: 19:03:55, time: 0.434, data_time: 0.004, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7992, loss_cls: 1.8620, loss: 1.8620, grad_norm: 5.4002 2021-02-10 22:30:43,269 - mmaction - INFO - Epoch [13][3320/3757] lr: 1.000e-02, eta: 19:03:43, time: 0.465, data_time: 0.006, memory: 7076, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.8210, loss: 1.8210, grad_norm: 5.2337 2021-02-10 22:30:52,225 - mmaction - INFO - Epoch [13][3340/3757] lr: 1.000e-02, eta: 19:03:31, time: 0.447, data_time: 0.003, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7937, loss_cls: 1.8981, loss: 1.8981, grad_norm: 5.2383 2021-02-10 22:30:59,664 - mmaction - INFO - Epoch [13][3360/3757] lr: 1.000e-02, eta: 19:03:14, time: 0.374, data_time: 0.003, memory: 7076, top1_acc: 0.5773, top5_acc: 0.7836, loss_cls: 1.8346, loss: 1.8346, grad_norm: 5.1667 2021-02-10 22:31:08,442 - mmaction - INFO - Epoch [13][3380/3757] lr: 1.000e-02, eta: 19:03:01, time: 0.438, data_time: 0.001, memory: 7076, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.8444, loss: 1.8444, grad_norm: 5.4071 2021-02-10 22:31:18,256 - mmaction - INFO - Epoch [13][3400/3757] lr: 1.000e-02, eta: 19:02:51, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8125, loss_cls: 1.7676, loss: 1.7676, grad_norm: 5.3304 2021-02-10 22:31:26,857 - mmaction - INFO - Epoch [13][3420/3757] lr: 1.000e-02, eta: 19:02:38, time: 0.432, data_time: 0.004, memory: 7076, top1_acc: 0.5813, top5_acc: 0.7961, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.1511 2021-02-10 22:31:35,622 - mmaction - INFO - Epoch [13][3440/3757] lr: 1.000e-02, eta: 19:02:25, time: 0.437, data_time: 0.006, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7711, loss_cls: 1.8867, loss: 1.8867, grad_norm: 5.1768 2021-02-10 22:31:45,333 - mmaction - INFO - Epoch [13][3460/3757] lr: 1.000e-02, eta: 19:02:15, time: 0.488, data_time: 0.058, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8117, loss_cls: 1.7383, loss: 1.7383, grad_norm: 5.0836 2021-02-10 22:31:53,862 - mmaction - INFO - Epoch [13][3480/3757] lr: 1.000e-02, eta: 19:02:01, time: 0.427, data_time: 0.002, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8031, loss_cls: 1.7406, loss: 1.7406, grad_norm: 5.1858 2021-02-10 22:32:03,053 - mmaction - INFO - Epoch [13][3500/3757] lr: 1.000e-02, eta: 19:01:49, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8016, loss_cls: 1.8179, loss: 1.8179, grad_norm: 5.1862 2021-02-10 22:32:12,530 - mmaction - INFO - Epoch [13][3520/3757] lr: 1.000e-02, eta: 19:01:38, time: 0.474, data_time: 0.081, memory: 7076, top1_acc: 0.5773, top5_acc: 0.7922, loss_cls: 1.7963, loss: 1.7963, grad_norm: 5.2475 2021-02-10 22:32:21,149 - mmaction - INFO - Epoch [13][3540/3757] lr: 1.000e-02, eta: 19:01:24, time: 0.414, data_time: 0.001, memory: 7076, top1_acc: 0.5273, top5_acc: 0.7844, loss_cls: 1.9420, loss: 1.9420, grad_norm: 5.5203 2021-02-10 22:32:29,445 - mmaction - INFO - Epoch [13][3560/3757] lr: 1.000e-02, eta: 19:01:11, time: 0.432, data_time: 0.018, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7898, loss_cls: 1.8763, loss: 1.8763, grad_norm: 5.3600 2021-02-10 22:32:38,809 - mmaction - INFO - Epoch [13][3580/3757] lr: 1.000e-02, eta: 19:01:00, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7820, loss_cls: 1.8570, loss: 1.8570, grad_norm: 5.3078 2021-02-10 22:32:47,634 - mmaction - INFO - Epoch [13][3600/3757] lr: 1.000e-02, eta: 19:00:47, time: 0.442, data_time: 0.004, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7875, loss_cls: 1.8996, loss: 1.8996, grad_norm: 5.2187 2021-02-10 22:32:56,434 - mmaction - INFO - Epoch [13][3620/3757] lr: 1.000e-02, eta: 19:00:34, time: 0.439, data_time: 0.032, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7937, loss_cls: 1.7989, loss: 1.7989, grad_norm: 5.2297 2021-02-10 22:33:05,306 - mmaction - INFO - Epoch [13][3640/3757] lr: 1.000e-02, eta: 19:00:22, time: 0.444, data_time: 0.009, memory: 7076, top1_acc: 0.5508, top5_acc: 0.8063, loss_cls: 1.7981, loss: 1.7981, grad_norm: 5.1686 2021-02-10 22:33:13,834 - mmaction - INFO - Epoch [13][3660/3757] lr: 1.000e-02, eta: 19:00:08, time: 0.427, data_time: 0.002, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8148, loss_cls: 1.7469, loss: 1.7469, grad_norm: 5.1698 2021-02-10 22:33:23,284 - mmaction - INFO - Epoch [13][3680/3757] lr: 1.000e-02, eta: 18:59:57, time: 0.471, data_time: 0.006, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8227, loss_cls: 1.7296, loss: 1.7296, grad_norm: 5.0925 2021-02-10 22:33:31,720 - mmaction - INFO - Epoch [13][3700/3757] lr: 1.000e-02, eta: 18:59:43, time: 0.423, data_time: 0.003, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7922, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.4150 2021-02-10 22:33:40,345 - mmaction - INFO - Epoch [13][3720/3757] lr: 1.000e-02, eta: 18:59:30, time: 0.431, data_time: 0.001, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7836, loss_cls: 1.8477, loss: 1.8477, grad_norm: 5.3565 2021-02-10 22:33:48,887 - mmaction - INFO - Epoch [13][3740/3757] lr: 1.000e-02, eta: 18:59:16, time: 0.427, data_time: 0.001, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8016, loss_cls: 1.7921, loss: 1.7921, grad_norm: 5.2464 2021-02-10 22:36:52,885 - mmaction - INFO - Epoch [14][20/3757] lr: 1.000e-02, eta: 19:06:00, time: 8.329, data_time: 7.900, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.6946, loss: 1.6946, grad_norm: 4.9962 2021-02-10 22:37:02,374 - mmaction - INFO - Epoch [14][40/3757] lr: 1.000e-02, eta: 19:05:49, time: 0.475, data_time: 0.006, memory: 7076, top1_acc: 0.5555, top5_acc: 0.8047, loss_cls: 1.7487, loss: 1.7487, grad_norm: 5.1577 2021-02-10 22:37:11,299 - mmaction - INFO - Epoch [14][60/3757] lr: 1.000e-02, eta: 19:05:37, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8141, loss_cls: 1.7222, loss: 1.7222, grad_norm: 5.2085 2021-02-10 22:37:19,060 - mmaction - INFO - Epoch [14][80/3757] lr: 1.000e-02, eta: 19:05:21, time: 0.391, data_time: 0.003, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8039, loss_cls: 1.7457, loss: 1.7457, grad_norm: 5.1369 2021-02-10 22:37:27,917 - mmaction - INFO - Epoch [14][100/3757] lr: 1.000e-02, eta: 19:05:08, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8109, loss_cls: 1.7121, loss: 1.7121, grad_norm: 5.0982 2021-02-10 22:37:36,560 - mmaction - INFO - Epoch [14][120/3757] lr: 1.000e-02, eta: 19:04:54, time: 0.427, data_time: 0.004, memory: 7076, top1_acc: 0.5742, top5_acc: 0.7984, loss_cls: 1.8016, loss: 1.8016, grad_norm: 5.3613 2021-02-10 22:37:45,543 - mmaction - INFO - Epoch [14][140/3757] lr: 1.000e-02, eta: 19:04:42, time: 0.454, data_time: 0.006, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8125, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.2560 2021-02-10 22:37:55,000 - mmaction - INFO - Epoch [14][160/3757] lr: 1.000e-02, eta: 19:04:31, time: 0.472, data_time: 0.003, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.6973, loss: 1.6973, grad_norm: 5.2355 2021-02-10 22:38:03,579 - mmaction - INFO - Epoch [14][180/3757] lr: 1.000e-02, eta: 19:04:17, time: 0.427, data_time: 0.003, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8234, loss_cls: 1.6512, loss: 1.6512, grad_norm: 5.1311 2021-02-10 22:38:13,213 - mmaction - INFO - Epoch [14][200/3757] lr: 1.000e-02, eta: 19:04:06, time: 0.481, data_time: 0.003, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8227, loss_cls: 1.7229, loss: 1.7229, grad_norm: 5.3371 2021-02-10 22:38:21,089 - mmaction - INFO - Epoch [14][220/3757] lr: 1.000e-02, eta: 19:03:51, time: 0.396, data_time: 0.028, memory: 7076, top1_acc: 0.5555, top5_acc: 0.8031, loss_cls: 1.8389, loss: 1.8389, grad_norm: 5.5088 2021-02-10 22:38:29,639 - mmaction - INFO - Epoch [14][240/3757] lr: 1.000e-02, eta: 19:03:37, time: 0.428, data_time: 0.029, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8086, loss_cls: 1.7780, loss: 1.7780, grad_norm: 5.3175 2021-02-10 22:38:38,526 - mmaction - INFO - Epoch [14][260/3757] lr: 1.000e-02, eta: 19:03:24, time: 0.442, data_time: 0.016, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8164, loss_cls: 1.7158, loss: 1.7158, grad_norm: 4.9904 2021-02-10 22:38:47,068 - mmaction - INFO - Epoch [14][280/3757] lr: 1.000e-02, eta: 19:03:11, time: 0.427, data_time: 0.028, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8195, loss_cls: 1.7165, loss: 1.7165, grad_norm: 5.1850 2021-02-10 22:38:56,056 - mmaction - INFO - Epoch [14][300/3757] lr: 1.000e-02, eta: 19:02:58, time: 0.443, data_time: 0.004, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8289, loss_cls: 1.6612, loss: 1.6612, grad_norm: 5.2420 2021-02-10 22:39:04,345 - mmaction - INFO - Epoch [14][320/3757] lr: 1.000e-02, eta: 19:02:44, time: 0.422, data_time: 0.009, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8102, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.3626 2021-02-10 22:39:13,264 - mmaction - INFO - Epoch [14][340/3757] lr: 1.000e-02, eta: 19:02:31, time: 0.445, data_time: 0.005, memory: 7076, top1_acc: 0.5734, top5_acc: 0.7883, loss_cls: 1.8402, loss: 1.8402, grad_norm: 5.3837 2021-02-10 22:39:20,983 - mmaction - INFO - Epoch [14][360/3757] lr: 1.000e-02, eta: 19:02:15, time: 0.387, data_time: 0.001, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8063, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.2310 2021-02-10 22:39:30,653 - mmaction - INFO - Epoch [14][380/3757] lr: 1.000e-02, eta: 19:02:05, time: 0.483, data_time: 0.005, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8195, loss_cls: 1.6819, loss: 1.6819, grad_norm: 5.1049 2021-02-10 22:39:38,790 - mmaction - INFO - Epoch [14][400/3757] lr: 1.000e-02, eta: 19:01:50, time: 0.407, data_time: 0.002, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8055, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.1982 2021-02-10 22:39:47,712 - mmaction - INFO - Epoch [14][420/3757] lr: 1.000e-02, eta: 19:01:38, time: 0.447, data_time: 0.004, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8412, loss: 1.8412, grad_norm: 5.3595 2021-02-10 22:39:57,147 - mmaction - INFO - Epoch [14][440/3757] lr: 1.000e-02, eta: 19:01:26, time: 0.470, data_time: 0.048, memory: 7076, top1_acc: 0.6133, top5_acc: 0.8336, loss_cls: 1.6136, loss: 1.6136, grad_norm: 5.0885 2021-02-10 22:40:06,133 - mmaction - INFO - Epoch [14][460/3757] lr: 1.000e-02, eta: 19:01:14, time: 0.451, data_time: 0.003, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8117, loss_cls: 1.7806, loss: 1.7806, grad_norm: 5.2924 2021-02-10 22:40:15,204 - mmaction - INFO - Epoch [14][480/3757] lr: 1.000e-02, eta: 19:01:02, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.5563, top5_acc: 0.7945, loss_cls: 1.8662, loss: 1.8662, grad_norm: 5.4696 2021-02-10 22:40:23,358 - mmaction - INFO - Epoch [14][500/3757] lr: 1.000e-02, eta: 19:00:47, time: 0.405, data_time: 0.008, memory: 7076, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6642, loss: 1.6642, grad_norm: 5.1394 2021-02-10 22:40:32,676 - mmaction - INFO - Epoch [14][520/3757] lr: 1.000e-02, eta: 19:00:36, time: 0.469, data_time: 0.078, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8070, loss_cls: 1.7608, loss: 1.7608, grad_norm: 5.3658 2021-02-10 22:40:41,362 - mmaction - INFO - Epoch [14][540/3757] lr: 1.000e-02, eta: 19:00:22, time: 0.434, data_time: 0.064, memory: 7076, top1_acc: 0.5547, top5_acc: 0.8008, loss_cls: 1.7809, loss: 1.7809, grad_norm: 5.4295 2021-02-10 22:40:49,474 - mmaction - INFO - Epoch [14][560/3757] lr: 1.000e-02, eta: 19:00:07, time: 0.406, data_time: 0.009, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8125, loss_cls: 1.7661, loss: 1.7661, grad_norm: 5.2950 2021-02-10 22:40:59,284 - mmaction - INFO - Epoch [14][580/3757] lr: 1.000e-02, eta: 18:59:57, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8156, loss_cls: 1.7748, loss: 1.7748, grad_norm: 5.3825 2021-02-10 22:41:06,889 - mmaction - INFO - Epoch [14][600/3757] lr: 1.000e-02, eta: 18:59:41, time: 0.380, data_time: 0.002, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8023, loss_cls: 1.8158, loss: 1.8158, grad_norm: 5.3917 2021-02-10 22:41:16,491 - mmaction - INFO - Epoch [14][620/3757] lr: 1.000e-02, eta: 18:59:30, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8148, loss_cls: 1.7021, loss: 1.7021, grad_norm: 5.2598 2021-02-10 22:41:25,412 - mmaction - INFO - Epoch [14][640/3757] lr: 1.000e-02, eta: 18:59:18, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8219, loss_cls: 1.7101, loss: 1.7101, grad_norm: 5.4402 2021-02-10 22:41:34,419 - mmaction - INFO - Epoch [14][660/3757] lr: 1.000e-02, eta: 18:59:06, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8117, loss_cls: 1.6838, loss: 1.6838, grad_norm: 5.2218 2021-02-10 22:41:44,085 - mmaction - INFO - Epoch [14][680/3757] lr: 1.000e-02, eta: 18:58:55, time: 0.482, data_time: 0.003, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7914, loss_cls: 1.8600, loss: 1.8600, grad_norm: 5.4296 2021-02-10 22:41:51,657 - mmaction - INFO - Epoch [14][700/3757] lr: 1.000e-02, eta: 18:58:39, time: 0.380, data_time: 0.002, memory: 7076, top1_acc: 0.5594, top5_acc: 0.8125, loss_cls: 1.7592, loss: 1.7592, grad_norm: 5.3155 2021-02-10 22:42:00,613 - mmaction - INFO - Epoch [14][720/3757] lr: 1.000e-02, eta: 18:58:26, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8016, loss_cls: 1.7621, loss: 1.7621, grad_norm: 5.2132 2021-02-10 22:42:08,919 - mmaction - INFO - Epoch [14][740/3757] lr: 1.000e-02, eta: 18:58:12, time: 0.415, data_time: 0.001, memory: 7076, top1_acc: 0.5508, top5_acc: 0.8039, loss_cls: 1.8415, loss: 1.8415, grad_norm: 5.4323 2021-02-10 22:42:18,497 - mmaction - INFO - Epoch [14][760/3757] lr: 1.000e-02, eta: 18:58:01, time: 0.479, data_time: 0.003, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8070, loss_cls: 1.7260, loss: 1.7260, grad_norm: 5.2869 2021-02-10 22:42:27,407 - mmaction - INFO - Epoch [14][780/3757] lr: 1.000e-02, eta: 18:57:49, time: 0.446, data_time: 0.005, memory: 7076, top1_acc: 0.5602, top5_acc: 0.8102, loss_cls: 1.7747, loss: 1.7747, grad_norm: 5.3707 2021-02-10 22:42:36,705 - mmaction - INFO - Epoch [14][800/3757] lr: 1.000e-02, eta: 18:57:37, time: 0.466, data_time: 0.003, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8031, loss_cls: 1.7840, loss: 1.7840, grad_norm: 5.2669 2021-02-10 22:42:45,410 - mmaction - INFO - Epoch [14][820/3757] lr: 1.000e-02, eta: 18:57:24, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.5984, top5_acc: 0.8094, loss_cls: 1.7269, loss: 1.7269, grad_norm: 5.3133 2021-02-10 22:42:54,825 - mmaction - INFO - Epoch [14][840/3757] lr: 1.000e-02, eta: 18:57:13, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.5734, top5_acc: 0.7922, loss_cls: 1.7921, loss: 1.7921, grad_norm: 5.1803 2021-02-10 22:43:03,066 - mmaction - INFO - Epoch [14][860/3757] lr: 1.000e-02, eta: 18:56:59, time: 0.414, data_time: 0.003, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8086, loss_cls: 1.7529, loss: 1.7529, grad_norm: 5.3272 2021-02-10 22:43:11,084 - mmaction - INFO - Epoch [14][880/3757] lr: 1.000e-02, eta: 18:56:44, time: 0.401, data_time: 0.002, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.2791 2021-02-10 22:43:20,229 - mmaction - INFO - Epoch [14][900/3757] lr: 1.000e-02, eta: 18:56:32, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8211, loss_cls: 1.7017, loss: 1.7017, grad_norm: 5.2825 2021-02-10 22:43:28,593 - mmaction - INFO - Epoch [14][920/3757] lr: 1.000e-02, eta: 18:56:17, time: 0.418, data_time: 0.002, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8094, loss_cls: 1.8052, loss: 1.8052, grad_norm: 5.3565 2021-02-10 22:43:38,752 - mmaction - INFO - Epoch [14][940/3757] lr: 1.000e-02, eta: 18:56:08, time: 0.509, data_time: 0.002, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8133, loss_cls: 1.7774, loss: 1.7774, grad_norm: 5.2348 2021-02-10 22:43:46,962 - mmaction - INFO - Epoch [14][960/3757] lr: 1.000e-02, eta: 18:55:54, time: 0.410, data_time: 0.002, memory: 7076, top1_acc: 0.5453, top5_acc: 0.8078, loss_cls: 1.8004, loss: 1.8004, grad_norm: 5.5889 2021-02-10 22:43:56,177 - mmaction - INFO - Epoch [14][980/3757] lr: 1.000e-02, eta: 18:55:42, time: 0.461, data_time: 0.001, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8023, loss_cls: 1.7287, loss: 1.7287, grad_norm: 5.2802 2021-02-10 22:44:04,321 - mmaction - INFO - Epoch [14][1000/3757] lr: 1.000e-02, eta: 18:55:28, time: 0.406, data_time: 0.001, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7922, loss_cls: 1.8357, loss: 1.8357, grad_norm: 5.3219 2021-02-10 22:44:14,168 - mmaction - INFO - Epoch [14][1020/3757] lr: 1.000e-02, eta: 18:55:18, time: 0.493, data_time: 0.040, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8094, loss_cls: 1.7513, loss: 1.7513, grad_norm: 5.2228 2021-02-10 22:44:21,305 - mmaction - INFO - Epoch [14][1040/3757] lr: 1.000e-02, eta: 18:55:00, time: 0.357, data_time: 0.001, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8039, loss_cls: 1.7817, loss: 1.7817, grad_norm: 5.2820 2021-02-10 22:44:30,448 - mmaction - INFO - Epoch [14][1060/3757] lr: 1.000e-02, eta: 18:54:48, time: 0.457, data_time: 0.019, memory: 7076, top1_acc: 0.5563, top5_acc: 0.8141, loss_cls: 1.7811, loss: 1.7811, grad_norm: 5.4035 2021-02-10 22:44:40,162 - mmaction - INFO - Epoch [14][1080/3757] lr: 1.000e-02, eta: 18:54:38, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.5570, top5_acc: 0.8031, loss_cls: 1.8166, loss: 1.8166, grad_norm: 5.2884 2021-02-10 22:44:49,688 - mmaction - INFO - Epoch [14][1100/3757] lr: 1.000e-02, eta: 18:54:27, time: 0.479, data_time: 0.009, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8320, loss_cls: 1.6980, loss: 1.6980, grad_norm: 5.1305 2021-02-10 22:45:00,465 - mmaction - INFO - Epoch [14][1120/3757] lr: 1.000e-02, eta: 18:54:20, time: 0.538, data_time: 0.002, memory: 7076, top1_acc: 0.5547, top5_acc: 0.8055, loss_cls: 1.7961, loss: 1.7961, grad_norm: 5.2468 2021-02-10 22:45:09,118 - mmaction - INFO - Epoch [14][1140/3757] lr: 1.000e-02, eta: 18:54:06, time: 0.431, data_time: 0.003, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7265, loss: 1.7265, grad_norm: 5.2588 2021-02-10 22:45:19,224 - mmaction - INFO - Epoch [14][1160/3757] lr: 1.000e-02, eta: 18:53:57, time: 0.508, data_time: 0.004, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8164, loss_cls: 1.7728, loss: 1.7728, grad_norm: 5.2993 2021-02-10 22:45:27,903 - mmaction - INFO - Epoch [14][1180/3757] lr: 1.000e-02, eta: 18:53:44, time: 0.433, data_time: 0.003, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7065, loss: 1.7065, grad_norm: 5.2293 2021-02-10 22:45:36,287 - mmaction - INFO - Epoch [14][1200/3757] lr: 1.000e-02, eta: 18:53:30, time: 0.418, data_time: 0.002, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8266, loss_cls: 1.6864, loss: 1.6864, grad_norm: 5.0856 2021-02-10 22:45:44,673 - mmaction - INFO - Epoch [14][1220/3757] lr: 1.000e-02, eta: 18:53:16, time: 0.421, data_time: 0.004, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8055, loss_cls: 1.7655, loss: 1.7655, grad_norm: 5.2363 2021-02-10 22:45:54,122 - mmaction - INFO - Epoch [14][1240/3757] lr: 1.000e-02, eta: 18:53:05, time: 0.468, data_time: 0.017, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8478, loss: 1.8478, grad_norm: 5.3358 2021-02-10 22:46:01,352 - mmaction - INFO - Epoch [14][1260/3757] lr: 1.000e-02, eta: 18:52:48, time: 0.366, data_time: 0.005, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8086, loss_cls: 1.7669, loss: 1.7669, grad_norm: 5.1660 2021-02-10 22:46:09,790 - mmaction - INFO - Epoch [14][1280/3757] lr: 1.000e-02, eta: 18:52:34, time: 0.422, data_time: 0.001, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8031, loss_cls: 1.7760, loss: 1.7760, grad_norm: 5.1717 2021-02-10 22:46:19,164 - mmaction - INFO - Epoch [14][1300/3757] lr: 1.000e-02, eta: 18:52:23, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8258, loss_cls: 1.6651, loss: 1.6651, grad_norm: 5.3684 2021-02-10 22:46:28,033 - mmaction - INFO - Epoch [14][1320/3757] lr: 1.000e-02, eta: 18:52:10, time: 0.442, data_time: 0.003, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8094, loss_cls: 1.7896, loss: 1.7896, grad_norm: 5.3372 2021-02-10 22:46:36,549 - mmaction - INFO - Epoch [14][1340/3757] lr: 1.000e-02, eta: 18:51:57, time: 0.427, data_time: 0.003, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7529, loss: 1.7529, grad_norm: 5.2553 2021-02-10 22:46:45,618 - mmaction - INFO - Epoch [14][1360/3757] lr: 1.000e-02, eta: 18:51:45, time: 0.454, data_time: 0.003, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7702, loss: 1.7702, grad_norm: 5.4017 2021-02-10 22:46:55,190 - mmaction - INFO - Epoch [14][1380/3757] lr: 1.000e-02, eta: 18:51:34, time: 0.477, data_time: 0.008, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.7435, loss: 1.7435, grad_norm: 5.3018 2021-02-10 22:47:03,237 - mmaction - INFO - Epoch [14][1400/3757] lr: 1.000e-02, eta: 18:51:19, time: 0.404, data_time: 0.004, memory: 7076, top1_acc: 0.5906, top5_acc: 0.7977, loss_cls: 1.7685, loss: 1.7685, grad_norm: 5.2215 2021-02-10 22:47:12,743 - mmaction - INFO - Epoch [14][1420/3757] lr: 1.000e-02, eta: 18:51:08, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7494, loss: 1.7494, grad_norm: 5.2734 2021-02-10 22:47:20,677 - mmaction - INFO - Epoch [14][1440/3757] lr: 1.000e-02, eta: 18:50:53, time: 0.398, data_time: 0.003, memory: 7076, top1_acc: 0.5539, top5_acc: 0.8047, loss_cls: 1.8291, loss: 1.8291, grad_norm: 5.2917 2021-02-10 22:47:29,655 - mmaction - INFO - Epoch [14][1460/3757] lr: 1.000e-02, eta: 18:50:41, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.5734, top5_acc: 0.7961, loss_cls: 1.7899, loss: 1.7899, grad_norm: 5.2875 2021-02-10 22:47:38,842 - mmaction - INFO - Epoch [14][1480/3757] lr: 1.000e-02, eta: 18:50:29, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8133, loss_cls: 1.7546, loss: 1.7546, grad_norm: 5.3661 2021-02-10 22:47:47,524 - mmaction - INFO - Epoch [14][1500/3757] lr: 1.000e-02, eta: 18:50:16, time: 0.434, data_time: 0.024, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8102, loss_cls: 1.8214, loss: 1.8214, grad_norm: 5.2958 2021-02-10 22:47:56,923 - mmaction - INFO - Epoch [14][1520/3757] lr: 1.000e-02, eta: 18:50:05, time: 0.469, data_time: 0.053, memory: 7076, top1_acc: 0.5648, top5_acc: 0.7984, loss_cls: 1.7824, loss: 1.7824, grad_norm: 5.2773 2021-02-10 22:48:05,887 - mmaction - INFO - Epoch [14][1540/3757] lr: 1.000e-02, eta: 18:49:53, time: 0.447, data_time: 0.003, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7930, loss_cls: 1.8268, loss: 1.8268, grad_norm: 5.3846 2021-02-10 22:48:14,413 - mmaction - INFO - Epoch [14][1560/3757] lr: 1.000e-02, eta: 18:49:39, time: 0.428, data_time: 0.004, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7875, loss_cls: 1.8580, loss: 1.8580, grad_norm: 5.5179 2021-02-10 22:48:22,865 - mmaction - INFO - Epoch [14][1580/3757] lr: 1.000e-02, eta: 18:49:25, time: 0.422, data_time: 0.002, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7937, loss_cls: 1.8281, loss: 1.8281, grad_norm: 5.3418 2021-02-10 22:48:31,337 - mmaction - INFO - Epoch [14][1600/3757] lr: 1.000e-02, eta: 18:49:12, time: 0.424, data_time: 0.003, memory: 7076, top1_acc: 0.5594, top5_acc: 0.8063, loss_cls: 1.8722, loss: 1.8722, grad_norm: 5.2352 2021-02-10 22:48:39,773 - mmaction - INFO - Epoch [14][1620/3757] lr: 1.000e-02, eta: 18:48:58, time: 0.422, data_time: 0.002, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.7985, loss: 1.7985, grad_norm: 5.3458 2021-02-10 22:48:49,455 - mmaction - INFO - Epoch [14][1640/3757] lr: 1.000e-02, eta: 18:48:48, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8109, loss_cls: 1.7910, loss: 1.7910, grad_norm: 5.2793 2021-02-10 22:48:57,707 - mmaction - INFO - Epoch [14][1660/3757] lr: 1.000e-02, eta: 18:48:33, time: 0.402, data_time: 0.002, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7930, loss_cls: 1.8334, loss: 1.8334, grad_norm: 5.3996 2021-02-10 22:49:05,890 - mmaction - INFO - Epoch [14][1680/3757] lr: 1.000e-02, eta: 18:48:19, time: 0.419, data_time: 0.012, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8039, loss_cls: 1.7816, loss: 1.7816, grad_norm: 5.2562 2021-02-10 22:49:15,171 - mmaction - INFO - Epoch [14][1700/3757] lr: 1.000e-02, eta: 18:48:08, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 1.7914, loss: 1.7914, grad_norm: 5.2563 2021-02-10 22:49:25,747 - mmaction - INFO - Epoch [14][1720/3757] lr: 1.000e-02, eta: 18:48:00, time: 0.530, data_time: 0.004, memory: 7076, top1_acc: 0.5531, top5_acc: 0.8023, loss_cls: 1.8454, loss: 1.8454, grad_norm: 5.2864 2021-02-10 22:49:33,886 - mmaction - INFO - Epoch [14][1740/3757] lr: 1.000e-02, eta: 18:47:45, time: 0.406, data_time: 0.001, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7977, loss_cls: 1.8170, loss: 1.8170, grad_norm: 5.3326 2021-02-10 22:49:42,010 - mmaction - INFO - Epoch [14][1760/3757] lr: 1.000e-02, eta: 18:47:31, time: 0.407, data_time: 0.008, memory: 7076, top1_acc: 0.5617, top5_acc: 0.8125, loss_cls: 1.7638, loss: 1.7638, grad_norm: 5.1746 2021-02-10 22:49:50,937 - mmaction - INFO - Epoch [14][1780/3757] lr: 1.000e-02, eta: 18:47:18, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7992, loss_cls: 1.8367, loss: 1.8367, grad_norm: 5.2452 2021-02-10 22:49:59,550 - mmaction - INFO - Epoch [14][1800/3757] lr: 1.000e-02, eta: 18:47:05, time: 0.428, data_time: 0.001, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.8365, loss: 1.8365, grad_norm: 5.2833 2021-02-10 22:50:09,652 - mmaction - INFO - Epoch [14][1820/3757] lr: 1.000e-02, eta: 18:46:56, time: 0.508, data_time: 0.004, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7559, loss: 1.7559, grad_norm: 5.1286 2021-02-10 22:50:17,543 - mmaction - INFO - Epoch [14][1840/3757] lr: 1.000e-02, eta: 18:46:41, time: 0.393, data_time: 0.001, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8055, loss_cls: 1.7583, loss: 1.7583, grad_norm: 5.3168 2021-02-10 22:50:26,748 - mmaction - INFO - Epoch [14][1860/3757] lr: 1.000e-02, eta: 18:46:29, time: 0.462, data_time: 0.003, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.8508, loss: 1.8508, grad_norm: 5.4087 2021-02-10 22:50:36,734 - mmaction - INFO - Epoch [14][1880/3757] lr: 1.000e-02, eta: 18:46:19, time: 0.495, data_time: 0.060, memory: 7076, top1_acc: 0.5687, top5_acc: 0.7945, loss_cls: 1.8180, loss: 1.8180, grad_norm: 5.2713 2021-02-10 22:50:45,042 - mmaction - INFO - Epoch [14][1900/3757] lr: 1.000e-02, eta: 18:46:06, time: 0.420, data_time: 0.005, memory: 7076, top1_acc: 0.5656, top5_acc: 0.8141, loss_cls: 1.7977, loss: 1.7977, grad_norm: 5.4682 2021-02-10 22:50:54,977 - mmaction - INFO - Epoch [14][1920/3757] lr: 1.000e-02, eta: 18:45:56, time: 0.496, data_time: 0.001, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.3855 2021-02-10 22:51:03,757 - mmaction - INFO - Epoch [14][1940/3757] lr: 1.000e-02, eta: 18:45:43, time: 0.439, data_time: 0.050, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7758, loss_cls: 1.9017, loss: 1.9017, grad_norm: 5.1141 2021-02-10 22:51:13,323 - mmaction - INFO - Epoch [14][1960/3757] lr: 1.000e-02, eta: 18:45:32, time: 0.477, data_time: 0.024, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8219, loss_cls: 1.6985, loss: 1.6985, grad_norm: 5.0661 2021-02-10 22:51:20,609 - mmaction - INFO - Epoch [14][1980/3757] lr: 1.000e-02, eta: 18:45:16, time: 0.366, data_time: 0.003, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8023, loss_cls: 1.8305, loss: 1.8305, grad_norm: 5.3339 2021-02-10 22:51:30,281 - mmaction - INFO - Epoch [14][2000/3757] lr: 1.000e-02, eta: 18:45:05, time: 0.484, data_time: 0.042, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6670, loss: 1.6670, grad_norm: 5.2467 2021-02-10 22:51:38,189 - mmaction - INFO - Epoch [14][2020/3757] lr: 1.000e-02, eta: 18:44:50, time: 0.395, data_time: 0.001, memory: 7076, top1_acc: 0.5656, top5_acc: 0.8055, loss_cls: 1.7858, loss: 1.7858, grad_norm: 5.3763 2021-02-10 22:51:48,179 - mmaction - INFO - Epoch [14][2040/3757] lr: 1.000e-02, eta: 18:44:41, time: 0.500, data_time: 0.003, memory: 7076, top1_acc: 0.5453, top5_acc: 0.7906, loss_cls: 1.8359, loss: 1.8359, grad_norm: 5.4105 2021-02-10 22:51:56,631 - mmaction - INFO - Epoch [14][2060/3757] lr: 1.000e-02, eta: 18:44:27, time: 0.416, data_time: 0.002, memory: 7076, top1_acc: 0.5602, top5_acc: 0.8148, loss_cls: 1.7706, loss: 1.7706, grad_norm: 5.4861 2021-02-10 22:52:05,377 - mmaction - INFO - Epoch [14][2080/3757] lr: 1.000e-02, eta: 18:44:14, time: 0.441, data_time: 0.007, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8359, loss_cls: 1.6647, loss: 1.6647, grad_norm: 5.2871 2021-02-10 22:52:14,245 - mmaction - INFO - Epoch [14][2100/3757] lr: 1.000e-02, eta: 18:44:02, time: 0.446, data_time: 0.062, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.8742, loss: 1.8742, grad_norm: 5.3672 2021-02-10 22:52:21,922 - mmaction - INFO - Epoch [14][2120/3757] lr: 1.000e-02, eta: 18:43:46, time: 0.385, data_time: 0.002, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.7865, loss: 1.7865, grad_norm: 5.2561 2021-02-10 22:52:31,334 - mmaction - INFO - Epoch [14][2140/3757] lr: 1.000e-02, eta: 18:43:35, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.5672, top5_acc: 0.7945, loss_cls: 1.8109, loss: 1.8109, grad_norm: 5.1918 2021-02-10 22:52:40,246 - mmaction - INFO - Epoch [14][2160/3757] lr: 1.000e-02, eta: 18:43:23, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8000, loss_cls: 1.7562, loss: 1.7562, grad_norm: 5.1719 2021-02-10 22:52:49,115 - mmaction - INFO - Epoch [14][2180/3757] lr: 1.000e-02, eta: 18:43:10, time: 0.446, data_time: 0.013, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7758, loss_cls: 1.9042, loss: 1.9042, grad_norm: 5.4463 2021-02-10 22:52:58,248 - mmaction - INFO - Epoch [14][2200/3757] lr: 1.000e-02, eta: 18:42:58, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8086, loss_cls: 1.7858, loss: 1.7858, grad_norm: 5.2527 2021-02-10 22:53:06,587 - mmaction - INFO - Epoch [14][2220/3757] lr: 1.000e-02, eta: 18:42:45, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7984, loss_cls: 1.8188, loss: 1.8188, grad_norm: 5.4022 2021-02-10 22:53:16,449 - mmaction - INFO - Epoch [14][2240/3757] lr: 1.000e-02, eta: 18:42:35, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8180, loss_cls: 1.7334, loss: 1.7334, grad_norm: 5.1358 2021-02-10 22:53:24,748 - mmaction - INFO - Epoch [14][2260/3757] lr: 1.000e-02, eta: 18:42:21, time: 0.415, data_time: 0.003, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8063, loss_cls: 1.8205, loss: 1.8205, grad_norm: 5.3421 2021-02-10 22:53:33,904 - mmaction - INFO - Epoch [14][2280/3757] lr: 1.000e-02, eta: 18:42:09, time: 0.459, data_time: 0.020, memory: 7076, top1_acc: 0.5469, top5_acc: 0.8063, loss_cls: 1.8311, loss: 1.8311, grad_norm: 5.2323 2021-02-10 22:53:41,498 - mmaction - INFO - Epoch [14][2300/3757] lr: 1.000e-02, eta: 18:41:53, time: 0.380, data_time: 0.002, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8078, loss_cls: 1.7284, loss: 1.7284, grad_norm: 5.0580 2021-02-10 22:53:50,559 - mmaction - INFO - Epoch [14][2320/3757] lr: 1.000e-02, eta: 18:41:41, time: 0.453, data_time: 0.023, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8234, loss_cls: 1.6968, loss: 1.6968, grad_norm: 5.2626 2021-02-10 22:54:00,458 - mmaction - INFO - Epoch [14][2340/3757] lr: 1.000e-02, eta: 18:41:31, time: 0.493, data_time: 0.017, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8125, loss_cls: 1.6861, loss: 1.6861, grad_norm: 5.2105 2021-02-10 22:54:09,279 - mmaction - INFO - Epoch [14][2360/3757] lr: 1.000e-02, eta: 18:41:19, time: 0.443, data_time: 0.004, memory: 7076, top1_acc: 0.5648, top5_acc: 0.7992, loss_cls: 1.8620, loss: 1.8620, grad_norm: 5.4095 2021-02-10 22:54:19,252 - mmaction - INFO - Epoch [14][2380/3757] lr: 1.000e-02, eta: 18:41:09, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8109, loss_cls: 1.7325, loss: 1.7325, grad_norm: 5.2130 2021-02-10 22:54:27,800 - mmaction - INFO - Epoch [14][2400/3757] lr: 1.000e-02, eta: 18:40:56, time: 0.427, data_time: 0.011, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8164, loss_cls: 1.7407, loss: 1.7407, grad_norm: 5.4396 2021-02-10 22:54:37,392 - mmaction - INFO - Epoch [14][2420/3757] lr: 1.000e-02, eta: 18:40:46, time: 0.479, data_time: 0.019, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8102, loss_cls: 1.7453, loss: 1.7453, grad_norm: 5.3014 2021-02-10 22:54:45,068 - mmaction - INFO - Epoch [14][2440/3757] lr: 1.000e-02, eta: 18:40:30, time: 0.384, data_time: 0.003, memory: 7076, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.7868, loss: 1.7868, grad_norm: 5.3562 2021-02-10 22:54:55,561 - mmaction - INFO - Epoch [14][2460/3757] lr: 1.000e-02, eta: 18:40:22, time: 0.525, data_time: 0.003, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8250, loss_cls: 1.6955, loss: 1.6955, grad_norm: 5.2367 2021-02-10 22:55:03,590 - mmaction - INFO - Epoch [14][2480/3757] lr: 1.000e-02, eta: 18:40:07, time: 0.401, data_time: 0.002, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8281, loss_cls: 1.7137, loss: 1.7137, grad_norm: 5.1737 2021-02-10 22:55:12,443 - mmaction - INFO - Epoch [14][2500/3757] lr: 1.000e-02, eta: 18:39:55, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8117, loss_cls: 1.7666, loss: 1.7666, grad_norm: 5.1301 2021-02-10 22:55:20,986 - mmaction - INFO - Epoch [14][2520/3757] lr: 1.000e-02, eta: 18:39:41, time: 0.426, data_time: 0.001, memory: 7076, top1_acc: 0.5477, top5_acc: 0.7937, loss_cls: 1.8682, loss: 1.8682, grad_norm: 5.3419 2021-02-10 22:55:29,781 - mmaction - INFO - Epoch [14][2540/3757] lr: 1.000e-02, eta: 18:39:29, time: 0.441, data_time: 0.003, memory: 7076, top1_acc: 0.5578, top5_acc: 0.8031, loss_cls: 1.7726, loss: 1.7726, grad_norm: 5.4040 2021-02-10 22:55:39,358 - mmaction - INFO - Epoch [14][2560/3757] lr: 1.000e-02, eta: 18:39:18, time: 0.478, data_time: 0.004, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8047, loss_cls: 1.7795, loss: 1.7795, grad_norm: 5.2326 2021-02-10 22:55:47,702 - mmaction - INFO - Epoch [14][2580/3757] lr: 1.000e-02, eta: 18:39:04, time: 0.418, data_time: 0.017, memory: 7076, top1_acc: 0.5711, top5_acc: 0.7875, loss_cls: 1.8399, loss: 1.8399, grad_norm: 5.2881 2021-02-10 22:55:56,888 - mmaction - INFO - Epoch [14][2600/3757] lr: 1.000e-02, eta: 18:38:53, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.5672, top5_acc: 0.7992, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.4043 2021-02-10 22:56:05,676 - mmaction - INFO - Epoch [14][2620/3757] lr: 1.000e-02, eta: 18:38:40, time: 0.439, data_time: 0.040, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7805, loss_cls: 1.8372, loss: 1.8372, grad_norm: 5.1946 2021-02-10 22:56:14,877 - mmaction - INFO - Epoch [14][2640/3757] lr: 1.000e-02, eta: 18:38:29, time: 0.462, data_time: 0.003, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8070, loss_cls: 1.7761, loss: 1.7761, grad_norm: 5.2085 2021-02-10 22:56:23,896 - mmaction - INFO - Epoch [14][2660/3757] lr: 1.000e-02, eta: 18:38:17, time: 0.450, data_time: 0.086, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8187, loss_cls: 1.7643, loss: 1.7643, grad_norm: 5.2527 2021-02-10 22:56:31,461 - mmaction - INFO - Epoch [14][2680/3757] lr: 1.000e-02, eta: 18:38:01, time: 0.379, data_time: 0.002, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8109, loss_cls: 1.7761, loss: 1.7761, grad_norm: 5.1822 2021-02-10 22:56:42,133 - mmaction - INFO - Epoch [14][2700/3757] lr: 1.000e-02, eta: 18:37:53, time: 0.533, data_time: 0.002, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8117, loss_cls: 1.7239, loss: 1.7239, grad_norm: 5.3378 2021-02-10 22:56:50,585 - mmaction - INFO - Epoch [14][2720/3757] lr: 1.000e-02, eta: 18:37:40, time: 0.423, data_time: 0.009, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 1.8001, loss: 1.8001, grad_norm: 5.4700 2021-02-10 22:57:00,897 - mmaction - INFO - Epoch [14][2740/3757] lr: 1.000e-02, eta: 18:37:31, time: 0.516, data_time: 0.002, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.9751, loss: 1.9751, grad_norm: 5.4562 2021-02-10 22:57:09,689 - mmaction - INFO - Epoch [14][2760/3757] lr: 1.000e-02, eta: 18:37:18, time: 0.436, data_time: 0.038, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8063, loss_cls: 1.7617, loss: 1.7617, grad_norm: 5.2455 2021-02-10 22:57:18,486 - mmaction - INFO - Epoch [14][2780/3757] lr: 1.000e-02, eta: 18:37:06, time: 0.443, data_time: 0.076, memory: 7076, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.7595, loss: 1.7595, grad_norm: 5.1784 2021-02-10 22:57:28,707 - mmaction - INFO - Epoch [14][2800/3757] lr: 1.000e-02, eta: 18:36:57, time: 0.509, data_time: 0.065, memory: 7076, top1_acc: 0.5742, top5_acc: 0.7992, loss_cls: 1.7788, loss: 1.7788, grad_norm: 5.3665 2021-02-10 22:57:37,913 - mmaction - INFO - Epoch [14][2820/3757] lr: 1.000e-02, eta: 18:36:45, time: 0.462, data_time: 0.004, memory: 7076, top1_acc: 0.5867, top5_acc: 0.7953, loss_cls: 1.7980, loss: 1.7980, grad_norm: 5.2360 2021-02-10 22:57:46,159 - mmaction - INFO - Epoch [14][2840/3757] lr: 1.000e-02, eta: 18:36:31, time: 0.413, data_time: 0.003, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7898, loss_cls: 1.8347, loss: 1.8347, grad_norm: 5.3771 2021-02-10 22:57:56,820 - mmaction - INFO - Epoch [14][2860/3757] lr: 1.000e-02, eta: 18:36:24, time: 0.532, data_time: 0.002, memory: 7076, top1_acc: 0.5437, top5_acc: 0.7859, loss_cls: 1.8424, loss: 1.8424, grad_norm: 5.1851 2021-02-10 22:58:04,671 - mmaction - INFO - Epoch [14][2880/3757] lr: 1.000e-02, eta: 18:36:09, time: 0.394, data_time: 0.005, memory: 7076, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.8144, loss: 1.8144, grad_norm: 5.2875 2021-02-10 22:58:14,665 - mmaction - INFO - Epoch [14][2900/3757] lr: 1.000e-02, eta: 18:35:59, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7370, loss: 1.7370, grad_norm: 5.3234 2021-02-10 22:58:21,943 - mmaction - INFO - Epoch [14][2920/3757] lr: 1.000e-02, eta: 18:35:43, time: 0.364, data_time: 0.002, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8039, loss_cls: 1.7390, loss: 1.7390, grad_norm: 5.2223 2021-02-10 22:58:30,878 - mmaction - INFO - Epoch [14][2940/3757] lr: 1.000e-02, eta: 18:35:30, time: 0.447, data_time: 0.008, memory: 7076, top1_acc: 0.5641, top5_acc: 0.7992, loss_cls: 1.8263, loss: 1.8263, grad_norm: 5.3310 2021-02-10 22:58:39,241 - mmaction - INFO - Epoch [14][2960/3757] lr: 1.000e-02, eta: 18:35:17, time: 0.417, data_time: 0.001, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.7951, loss: 1.7951, grad_norm: 5.3162 2021-02-10 22:58:48,328 - mmaction - INFO - Epoch [14][2980/3757] lr: 1.000e-02, eta: 18:35:05, time: 0.455, data_time: 0.003, memory: 7076, top1_acc: 0.5492, top5_acc: 0.8016, loss_cls: 1.8342, loss: 1.8342, grad_norm: 5.4100 2021-02-10 22:58:57,206 - mmaction - INFO - Epoch [14][3000/3757] lr: 1.000e-02, eta: 18:34:52, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7844, loss_cls: 1.8326, loss: 1.8326, grad_norm: 5.1620 2021-02-10 22:59:05,785 - mmaction - INFO - Epoch [14][3020/3757] lr: 1.000e-02, eta: 18:34:39, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7570, loss: 1.7570, grad_norm: 5.1978 2021-02-10 22:59:15,083 - mmaction - INFO - Epoch [14][3040/3757] lr: 1.000e-02, eta: 18:34:28, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.5781, top5_acc: 0.7930, loss_cls: 1.7870, loss: 1.7870, grad_norm: 5.3302 2021-02-10 22:59:22,665 - mmaction - INFO - Epoch [14][3060/3757] lr: 1.000e-02, eta: 18:34:12, time: 0.380, data_time: 0.002, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7828, loss_cls: 1.8726, loss: 1.8726, grad_norm: 5.3400 2021-02-10 22:59:31,555 - mmaction - INFO - Epoch [14][3080/3757] lr: 1.000e-02, eta: 18:34:00, time: 0.445, data_time: 0.045, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8063, loss_cls: 1.7581, loss: 1.7581, grad_norm: 5.3020 2021-02-10 22:59:40,305 - mmaction - INFO - Epoch [14][3100/3757] lr: 1.000e-02, eta: 18:33:47, time: 0.437, data_time: 0.002, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7992, loss_cls: 1.8210, loss: 1.8210, grad_norm: 5.3177 2021-02-10 22:59:49,264 - mmaction - INFO - Epoch [14][3120/3757] lr: 1.000e-02, eta: 18:33:35, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.8131, loss: 1.8131, grad_norm: 5.4458 2021-02-10 22:59:59,210 - mmaction - INFO - Epoch [14][3140/3757] lr: 1.000e-02, eta: 18:33:26, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7822, loss: 1.7822, grad_norm: 5.3361 2021-02-10 23:00:07,950 - mmaction - INFO - Epoch [14][3160/3757] lr: 1.000e-02, eta: 18:33:13, time: 0.439, data_time: 0.008, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8023, loss_cls: 1.7974, loss: 1.7974, grad_norm: 5.2132 2021-02-10 23:00:19,072 - mmaction - INFO - Epoch [14][3180/3757] lr: 1.000e-02, eta: 18:33:06, time: 0.553, data_time: 0.004, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8117, loss_cls: 1.7858, loss: 1.7858, grad_norm: 5.2048 2021-02-10 23:00:27,185 - mmaction - INFO - Epoch [14][3200/3757] lr: 1.000e-02, eta: 18:32:52, time: 0.408, data_time: 0.005, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7922, loss_cls: 1.8388, loss: 1.8388, grad_norm: 5.3092 2021-02-10 23:00:36,860 - mmaction - INFO - Epoch [14][3220/3757] lr: 1.000e-02, eta: 18:32:42, time: 0.479, data_time: 0.003, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8227, loss_cls: 1.7075, loss: 1.7075, grad_norm: 5.2367 2021-02-10 23:00:44,967 - mmaction - INFO - Epoch [14][3240/3757] lr: 1.000e-02, eta: 18:32:28, time: 0.410, data_time: 0.006, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7883, loss_cls: 1.8586, loss: 1.8586, grad_norm: 5.2447 2021-02-10 23:00:54,807 - mmaction - INFO - Epoch [14][3260/3757] lr: 1.000e-02, eta: 18:32:18, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.5656, top5_acc: 0.8016, loss_cls: 1.8273, loss: 1.8273, grad_norm: 5.3046 2021-02-10 23:01:02,117 - mmaction - INFO - Epoch [14][3280/3757] lr: 1.000e-02, eta: 18:32:01, time: 0.366, data_time: 0.003, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.7695, loss: 1.7695, grad_norm: 5.2052 2021-02-10 23:01:11,350 - mmaction - INFO - Epoch [14][3300/3757] lr: 1.000e-02, eta: 18:31:50, time: 0.462, data_time: 0.006, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8078, loss_cls: 1.7585, loss: 1.7585, grad_norm: 5.1771 2021-02-10 23:01:19,769 - mmaction - INFO - Epoch [14][3320/3757] lr: 1.000e-02, eta: 18:31:37, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7922, loss_cls: 1.8369, loss: 1.8369, grad_norm: 5.4585 2021-02-10 23:01:29,086 - mmaction - INFO - Epoch [14][3340/3757] lr: 1.000e-02, eta: 18:31:25, time: 0.465, data_time: 0.025, memory: 7076, top1_acc: 0.5602, top5_acc: 0.8008, loss_cls: 1.8477, loss: 1.8477, grad_norm: 5.2500 2021-02-10 23:01:38,100 - mmaction - INFO - Epoch [14][3360/3757] lr: 1.000e-02, eta: 18:31:13, time: 0.448, data_time: 0.019, memory: 7076, top1_acc: 0.5641, top5_acc: 0.7992, loss_cls: 1.7726, loss: 1.7726, grad_norm: 5.2732 2021-02-10 23:01:45,919 - mmaction - INFO - Epoch [14][3380/3757] lr: 1.000e-02, eta: 18:30:58, time: 0.395, data_time: 0.006, memory: 7076, top1_acc: 0.5750, top5_acc: 0.7992, loss_cls: 1.8039, loss: 1.8039, grad_norm: 5.3134 2021-02-10 23:01:55,461 - mmaction - INFO - Epoch [14][3400/3757] lr: 1.000e-02, eta: 18:30:48, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8039, loss_cls: 1.7883, loss: 1.7883, grad_norm: 5.1351 2021-02-10 23:02:03,561 - mmaction - INFO - Epoch [14][3420/3757] lr: 1.000e-02, eta: 18:30:33, time: 0.393, data_time: 0.017, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8016, loss_cls: 1.7585, loss: 1.7585, grad_norm: 5.1634 2021-02-10 23:02:12,154 - mmaction - INFO - Epoch [14][3440/3757] lr: 1.000e-02, eta: 18:30:20, time: 0.443, data_time: 0.014, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8070, loss_cls: 1.8179, loss: 1.8179, grad_norm: 5.3337 2021-02-10 23:02:20,497 - mmaction - INFO - Epoch [14][3460/3757] lr: 1.000e-02, eta: 18:30:07, time: 0.416, data_time: 0.002, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8078, loss_cls: 1.7592, loss: 1.7592, grad_norm: 5.3599 2021-02-10 23:02:29,097 - mmaction - INFO - Epoch [14][3480/3757] lr: 1.000e-02, eta: 18:29:54, time: 0.431, data_time: 0.020, memory: 7076, top1_acc: 0.5648, top5_acc: 0.7961, loss_cls: 1.8621, loss: 1.8621, grad_norm: 5.5113 2021-02-10 23:02:39,725 - mmaction - INFO - Epoch [14][3500/3757] lr: 1.000e-02, eta: 18:29:46, time: 0.530, data_time: 0.001, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7844, loss_cls: 1.9056, loss: 1.9056, grad_norm: 5.3991 2021-02-10 23:02:48,120 - mmaction - INFO - Epoch [14][3520/3757] lr: 1.000e-02, eta: 18:29:33, time: 0.421, data_time: 0.010, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7953, loss: 1.7953, grad_norm: 5.2113 2021-02-10 23:02:57,321 - mmaction - INFO - Epoch [14][3540/3757] lr: 1.000e-02, eta: 18:29:21, time: 0.458, data_time: 0.001, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8219, loss_cls: 1.7123, loss: 1.7123, grad_norm: 5.1590 2021-02-10 23:03:05,621 - mmaction - INFO - Epoch [14][3560/3757] lr: 1.000e-02, eta: 18:29:07, time: 0.416, data_time: 0.010, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8172, loss_cls: 1.7457, loss: 1.7457, grad_norm: 5.1255 2021-02-10 23:03:14,925 - mmaction - INFO - Epoch [14][3580/3757] lr: 1.000e-02, eta: 18:28:56, time: 0.464, data_time: 0.051, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8023, loss_cls: 1.7397, loss: 1.7397, grad_norm: 5.3200 2021-02-10 23:03:23,544 - mmaction - INFO - Epoch [14][3600/3757] lr: 1.000e-02, eta: 18:28:43, time: 0.432, data_time: 0.075, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7438, loss: 1.7438, grad_norm: 5.1979 2021-02-10 23:03:31,889 - mmaction - INFO - Epoch [14][3620/3757] lr: 1.000e-02, eta: 18:28:30, time: 0.418, data_time: 0.043, memory: 7076, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.8139, loss: 1.8139, grad_norm: 5.2023 2021-02-10 23:03:40,319 - mmaction - INFO - Epoch [14][3640/3757] lr: 1.000e-02, eta: 18:28:16, time: 0.420, data_time: 0.004, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.8104, loss: 1.8104, grad_norm: 5.2100 2021-02-10 23:03:50,203 - mmaction - INFO - Epoch [14][3660/3757] lr: 1.000e-02, eta: 18:28:06, time: 0.495, data_time: 0.101, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.8127, loss: 1.8127, grad_norm: 5.3178 2021-02-10 23:03:58,772 - mmaction - INFO - Epoch [14][3680/3757] lr: 1.000e-02, eta: 18:27:53, time: 0.427, data_time: 0.002, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8133, loss_cls: 1.8035, loss: 1.8035, grad_norm: 5.4688 2021-02-10 23:04:07,785 - mmaction - INFO - Epoch [14][3700/3757] lr: 1.000e-02, eta: 18:27:41, time: 0.451, data_time: 0.026, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8070, loss_cls: 1.8027, loss: 1.8027, grad_norm: 5.2885 2021-02-10 23:04:16,376 - mmaction - INFO - Epoch [14][3720/3757] lr: 1.000e-02, eta: 18:27:28, time: 0.430, data_time: 0.003, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7631, loss: 1.7631, grad_norm: 5.3191 2021-02-10 23:04:25,727 - mmaction - INFO - Epoch [14][3740/3757] lr: 1.000e-02, eta: 18:27:17, time: 0.469, data_time: 0.063, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.8621, loss: 1.8621, grad_norm: 5.1954 2021-02-10 23:07:16,175 - mmaction - INFO - Epoch [15][20/3757] lr: 1.000e-02, eta: 18:32:49, time: 7.720, data_time: 7.316, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8078, loss_cls: 1.7157, loss: 1.7157, grad_norm: 5.2782 2021-02-10 23:07:24,233 - mmaction - INFO - Epoch [15][40/3757] lr: 1.000e-02, eta: 18:32:35, time: 0.406, data_time: 0.010, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7867, loss_cls: 1.8516, loss: 1.8516, grad_norm: 5.3313 2021-02-10 23:07:33,473 - mmaction - INFO - Epoch [15][60/3757] lr: 1.000e-02, eta: 18:32:24, time: 0.466, data_time: 0.005, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8148, loss_cls: 1.7000, loss: 1.7000, grad_norm: 5.2857 2021-02-10 23:07:42,086 - mmaction - INFO - Epoch [15][80/3757] lr: 1.000e-02, eta: 18:32:11, time: 0.430, data_time: 0.048, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8078, loss_cls: 1.7109, loss: 1.7109, grad_norm: 5.1627 2021-02-10 23:07:50,885 - mmaction - INFO - Epoch [15][100/3757] lr: 1.000e-02, eta: 18:31:58, time: 0.440, data_time: 0.004, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8047, loss_cls: 1.7521, loss: 1.7521, grad_norm: 5.2270 2021-02-10 23:07:59,405 - mmaction - INFO - Epoch [15][120/3757] lr: 1.000e-02, eta: 18:31:45, time: 0.425, data_time: 0.001, memory: 7076, top1_acc: 0.5563, top5_acc: 0.8023, loss_cls: 1.7585, loss: 1.7585, grad_norm: 5.2976 2021-02-10 23:08:08,901 - mmaction - INFO - Epoch [15][140/3757] lr: 1.000e-02, eta: 18:31:33, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.7560, loss: 1.7560, grad_norm: 5.1421 2021-02-10 23:08:17,041 - mmaction - INFO - Epoch [15][160/3757] lr: 1.000e-02, eta: 18:31:19, time: 0.412, data_time: 0.006, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8328, loss_cls: 1.6392, loss: 1.6392, grad_norm: 5.2066 2021-02-10 23:08:26,161 - mmaction - INFO - Epoch [15][180/3757] lr: 1.000e-02, eta: 18:31:08, time: 0.456, data_time: 0.002, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8078, loss_cls: 1.6981, loss: 1.6981, grad_norm: 5.2910 2021-02-10 23:08:34,467 - mmaction - INFO - Epoch [15][200/3757] lr: 1.000e-02, eta: 18:30:54, time: 0.413, data_time: 0.005, memory: 7076, top1_acc: 0.5984, top5_acc: 0.8266, loss_cls: 1.6689, loss: 1.6689, grad_norm: 5.2018 2021-02-10 23:08:43,012 - mmaction - INFO - Epoch [15][220/3757] lr: 1.000e-02, eta: 18:30:40, time: 0.429, data_time: 0.004, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.7069, loss: 1.7069, grad_norm: 5.0965 2021-02-10 23:08:51,537 - mmaction - INFO - Epoch [15][240/3757] lr: 1.000e-02, eta: 18:30:27, time: 0.427, data_time: 0.001, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8180, loss_cls: 1.7369, loss: 1.7369, grad_norm: 5.2145 2021-02-10 23:09:00,600 - mmaction - INFO - Epoch [15][260/3757] lr: 1.000e-02, eta: 18:30:15, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.2211 2021-02-10 23:09:09,837 - mmaction - INFO - Epoch [15][280/3757] lr: 1.000e-02, eta: 18:30:04, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.3022 2021-02-10 23:09:18,495 - mmaction - INFO - Epoch [15][300/3757] lr: 1.000e-02, eta: 18:29:51, time: 0.433, data_time: 0.002, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8195, loss_cls: 1.6516, loss: 1.6516, grad_norm: 5.1836 2021-02-10 23:09:26,749 - mmaction - INFO - Epoch [15][320/3757] lr: 1.000e-02, eta: 18:29:37, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.7439, loss: 1.7439, grad_norm: 5.2380 2021-02-10 23:09:35,734 - mmaction - INFO - Epoch [15][340/3757] lr: 1.000e-02, eta: 18:29:25, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8164, loss_cls: 1.7012, loss: 1.7012, grad_norm: 5.1702 2021-02-10 23:09:43,654 - mmaction - INFO - Epoch [15][360/3757] lr: 1.000e-02, eta: 18:29:10, time: 0.396, data_time: 0.003, memory: 7076, top1_acc: 0.5797, top5_acc: 0.7914, loss_cls: 1.8374, loss: 1.8374, grad_norm: 5.4486 2021-02-10 23:09:52,593 - mmaction - INFO - Epoch [15][380/3757] lr: 1.000e-02, eta: 18:28:57, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.5742, top5_acc: 0.7922, loss_cls: 1.7560, loss: 1.7560, grad_norm: 5.2775 2021-02-10 23:10:01,375 - mmaction - INFO - Epoch [15][400/3757] lr: 1.000e-02, eta: 18:28:45, time: 0.443, data_time: 0.009, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8094, loss_cls: 1.7513, loss: 1.7513, grad_norm: 5.2589 2021-02-10 23:10:10,900 - mmaction - INFO - Epoch [15][420/3757] lr: 1.000e-02, eta: 18:28:34, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.2703 2021-02-10 23:10:20,247 - mmaction - INFO - Epoch [15][440/3757] lr: 1.000e-02, eta: 18:28:23, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8227, loss_cls: 1.6977, loss: 1.6977, grad_norm: 5.2830 2021-02-10 23:10:28,790 - mmaction - INFO - Epoch [15][460/3757] lr: 1.000e-02, eta: 18:28:10, time: 0.427, data_time: 0.020, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7742, loss_cls: 1.8718, loss: 1.8718, grad_norm: 5.4362 2021-02-10 23:10:38,555 - mmaction - INFO - Epoch [15][480/3757] lr: 1.000e-02, eta: 18:28:00, time: 0.488, data_time: 0.002, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8156, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.2877 2021-02-10 23:10:46,105 - mmaction - INFO - Epoch [15][500/3757] lr: 1.000e-02, eta: 18:27:44, time: 0.378, data_time: 0.001, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8172, loss_cls: 1.7468, loss: 1.7468, grad_norm: 5.3776 2021-02-10 23:10:56,881 - mmaction - INFO - Epoch [15][520/3757] lr: 1.000e-02, eta: 18:27:36, time: 0.539, data_time: 0.002, memory: 7076, top1_acc: 0.5984, top5_acc: 0.8289, loss_cls: 1.6622, loss: 1.6622, grad_norm: 5.1175 2021-02-10 23:11:05,047 - mmaction - INFO - Epoch [15][540/3757] lr: 1.000e-02, eta: 18:27:22, time: 0.408, data_time: 0.002, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8164, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.3350 2021-02-10 23:11:13,627 - mmaction - INFO - Epoch [15][560/3757] lr: 1.000e-02, eta: 18:27:09, time: 0.429, data_time: 0.002, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8109, loss_cls: 1.7825, loss: 1.7825, grad_norm: 5.3907 2021-02-10 23:11:22,877 - mmaction - INFO - Epoch [15][580/3757] lr: 1.000e-02, eta: 18:26:58, time: 0.461, data_time: 0.001, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8211, loss_cls: 1.7217, loss: 1.7217, grad_norm: 5.3458 2021-02-10 23:11:31,217 - mmaction - INFO - Epoch [15][600/3757] lr: 1.000e-02, eta: 18:26:44, time: 0.418, data_time: 0.003, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.7337, loss: 1.7337, grad_norm: 5.3337 2021-02-10 23:11:41,468 - mmaction - INFO - Epoch [15][620/3757] lr: 1.000e-02, eta: 18:26:35, time: 0.513, data_time: 0.002, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8320, loss_cls: 1.6696, loss: 1.6696, grad_norm: 5.1418 2021-02-10 23:11:49,846 - mmaction - INFO - Epoch [15][640/3757] lr: 1.000e-02, eta: 18:26:21, time: 0.418, data_time: 0.003, memory: 7076, top1_acc: 0.5742, top5_acc: 0.7875, loss_cls: 1.8086, loss: 1.8086, grad_norm: 5.4432 2021-02-10 23:11:58,615 - mmaction - INFO - Epoch [15][660/3757] lr: 1.000e-02, eta: 18:26:09, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8039, loss_cls: 1.7453, loss: 1.7453, grad_norm: 5.3276 2021-02-10 23:12:07,547 - mmaction - INFO - Epoch [15][680/3757] lr: 1.000e-02, eta: 18:25:57, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6852, loss: 1.6852, grad_norm: 5.1373 2021-02-10 23:12:16,325 - mmaction - INFO - Epoch [15][700/3757] lr: 1.000e-02, eta: 18:25:44, time: 0.437, data_time: 0.003, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8187, loss_cls: 1.7669, loss: 1.7669, grad_norm: 5.3027 2021-02-10 23:12:25,408 - mmaction - INFO - Epoch [15][720/3757] lr: 1.000e-02, eta: 18:25:32, time: 0.455, data_time: 0.003, memory: 7076, top1_acc: 0.6055, top5_acc: 0.8328, loss_cls: 1.6353, loss: 1.6353, grad_norm: 5.1413 2021-02-10 23:12:33,374 - mmaction - INFO - Epoch [15][740/3757] lr: 1.000e-02, eta: 18:25:18, time: 0.399, data_time: 0.002, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8164, loss_cls: 1.7000, loss: 1.7000, grad_norm: 5.3295 2021-02-10 23:12:42,011 - mmaction - INFO - Epoch [15][760/3757] lr: 1.000e-02, eta: 18:25:05, time: 0.431, data_time: 0.001, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8148, loss_cls: 1.7388, loss: 1.7388, grad_norm: 5.2797 2021-02-10 23:12:51,195 - mmaction - INFO - Epoch [15][780/3757] lr: 1.000e-02, eta: 18:24:53, time: 0.460, data_time: 0.002, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8195, loss_cls: 1.7176, loss: 1.7176, grad_norm: 5.2193 2021-02-10 23:13:00,331 - mmaction - INFO - Epoch [15][800/3757] lr: 1.000e-02, eta: 18:24:41, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.5461, top5_acc: 0.7898, loss_cls: 1.8617, loss: 1.8617, grad_norm: 5.3236 2021-02-10 23:13:09,328 - mmaction - INFO - Epoch [15][820/3757] lr: 1.000e-02, eta: 18:24:29, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8156, loss_cls: 1.6738, loss: 1.6738, grad_norm: 5.0288 2021-02-10 23:13:18,060 - mmaction - INFO - Epoch [15][840/3757] lr: 1.000e-02, eta: 18:24:17, time: 0.438, data_time: 0.004, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8117, loss_cls: 1.7540, loss: 1.7540, grad_norm: 5.4893 2021-02-10 23:13:26,701 - mmaction - INFO - Epoch [15][860/3757] lr: 1.000e-02, eta: 18:24:04, time: 0.430, data_time: 0.001, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8031, loss_cls: 1.8467, loss: 1.8467, grad_norm: 5.4402 2021-02-10 23:13:35,642 - mmaction - INFO - Epoch [15][880/3757] lr: 1.000e-02, eta: 18:23:52, time: 0.449, data_time: 0.004, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8344, loss_cls: 1.7130, loss: 1.7130, grad_norm: 5.3622 2021-02-10 23:13:44,344 - mmaction - INFO - Epoch [15][900/3757] lr: 1.000e-02, eta: 18:23:39, time: 0.435, data_time: 0.001, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.7356, loss: 1.7356, grad_norm: 5.2077 2021-02-10 23:13:52,413 - mmaction - INFO - Epoch [15][920/3757] lr: 1.000e-02, eta: 18:23:24, time: 0.402, data_time: 0.003, memory: 7076, top1_acc: 0.5820, top5_acc: 0.7977, loss_cls: 1.7437, loss: 1.7437, grad_norm: 5.2458 2021-02-10 23:14:01,746 - mmaction - INFO - Epoch [15][940/3757] lr: 1.000e-02, eta: 18:23:13, time: 0.469, data_time: 0.004, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8125, loss_cls: 1.7386, loss: 1.7386, grad_norm: 5.2571 2021-02-10 23:14:09,899 - mmaction - INFO - Epoch [15][960/3757] lr: 1.000e-02, eta: 18:22:59, time: 0.405, data_time: 0.001, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8039, loss_cls: 1.8216, loss: 1.8216, grad_norm: 5.2745 2021-02-10 23:14:18,346 - mmaction - INFO - Epoch [15][980/3757] lr: 1.000e-02, eta: 18:22:46, time: 0.425, data_time: 0.005, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8156, loss_cls: 1.7085, loss: 1.7085, grad_norm: 5.1378 2021-02-10 23:14:27,367 - mmaction - INFO - Epoch [15][1000/3757] lr: 1.000e-02, eta: 18:22:34, time: 0.452, data_time: 0.002, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8039, loss_cls: 1.7332, loss: 1.7332, grad_norm: 5.4437 2021-02-10 23:14:37,446 - mmaction - INFO - Epoch [15][1020/3757] lr: 1.000e-02, eta: 18:22:25, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8211, loss_cls: 1.7103, loss: 1.7103, grad_norm: 5.3172 2021-02-10 23:14:45,443 - mmaction - INFO - Epoch [15][1040/3757] lr: 1.000e-02, eta: 18:22:10, time: 0.400, data_time: 0.001, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8070, loss_cls: 1.7906, loss: 1.7906, grad_norm: 5.2653 2021-02-10 23:14:53,621 - mmaction - INFO - Epoch [15][1060/3757] lr: 1.000e-02, eta: 18:21:56, time: 0.409, data_time: 0.001, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8063, loss_cls: 1.8207, loss: 1.8207, grad_norm: 5.3394 2021-02-10 23:15:03,750 - mmaction - INFO - Epoch [15][1080/3757] lr: 1.000e-02, eta: 18:21:47, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8250, loss_cls: 1.6852, loss: 1.6852, grad_norm: 5.1618 2021-02-10 23:15:11,197 - mmaction - INFO - Epoch [15][1100/3757] lr: 1.000e-02, eta: 18:21:31, time: 0.375, data_time: 0.005, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8164, loss_cls: 1.7435, loss: 1.7435, grad_norm: 5.2840 2021-02-10 23:15:19,949 - mmaction - INFO - Epoch [15][1120/3757] lr: 1.000e-02, eta: 18:21:18, time: 0.436, data_time: 0.014, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.6884, loss: 1.6884, grad_norm: 5.0724 2021-02-10 23:15:29,023 - mmaction - INFO - Epoch [15][1140/3757] lr: 1.000e-02, eta: 18:21:07, time: 0.455, data_time: 0.004, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8156, loss_cls: 1.7152, loss: 1.7152, grad_norm: 5.2592 2021-02-10 23:15:38,057 - mmaction - INFO - Epoch [15][1160/3757] lr: 1.000e-02, eta: 18:20:55, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8133, loss_cls: 1.7174, loss: 1.7174, grad_norm: 5.2723 2021-02-10 23:15:47,868 - mmaction - INFO - Epoch [15][1180/3757] lr: 1.000e-02, eta: 18:20:45, time: 0.492, data_time: 0.004, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.7144, loss: 1.7144, grad_norm: 5.2495 2021-02-10 23:15:56,094 - mmaction - INFO - Epoch [15][1200/3757] lr: 1.000e-02, eta: 18:20:31, time: 0.409, data_time: 0.001, memory: 7076, top1_acc: 0.5469, top5_acc: 0.7859, loss_cls: 1.8709, loss: 1.8709, grad_norm: 5.2117 2021-02-10 23:16:06,293 - mmaction - INFO - Epoch [15][1220/3757] lr: 1.000e-02, eta: 18:20:21, time: 0.500, data_time: 0.034, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8125, loss_cls: 1.7511, loss: 1.7511, grad_norm: 5.2666 2021-02-10 23:16:14,408 - mmaction - INFO - Epoch [15][1240/3757] lr: 1.000e-02, eta: 18:20:08, time: 0.417, data_time: 0.013, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.1797 2021-02-10 23:16:23,764 - mmaction - INFO - Epoch [15][1260/3757] lr: 1.000e-02, eta: 18:19:57, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8141, loss_cls: 1.7814, loss: 1.7814, grad_norm: 5.4309 2021-02-10 23:16:32,349 - mmaction - INFO - Epoch [15][1280/3757] lr: 1.000e-02, eta: 18:19:44, time: 0.430, data_time: 0.005, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8219, loss_cls: 1.6786, loss: 1.6786, grad_norm: 5.1493 2021-02-10 23:16:41,697 - mmaction - INFO - Epoch [15][1300/3757] lr: 1.000e-02, eta: 18:19:32, time: 0.468, data_time: 0.002, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8180, loss_cls: 1.7144, loss: 1.7144, grad_norm: 5.2806 2021-02-10 23:16:50,845 - mmaction - INFO - Epoch [15][1320/3757] lr: 1.000e-02, eta: 18:19:21, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.6102, top5_acc: 0.8297, loss_cls: 1.6250, loss: 1.6250, grad_norm: 5.1120 2021-02-10 23:16:58,589 - mmaction - INFO - Epoch [15][1340/3757] lr: 1.000e-02, eta: 18:19:06, time: 0.387, data_time: 0.002, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7453, loss: 1.7453, grad_norm: 5.5197 2021-02-10 23:17:07,495 - mmaction - INFO - Epoch [15][1360/3757] lr: 1.000e-02, eta: 18:18:54, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7131, loss: 1.7131, grad_norm: 5.3255 2021-02-10 23:17:16,957 - mmaction - INFO - Epoch [15][1380/3757] lr: 1.000e-02, eta: 18:18:43, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8234, loss_cls: 1.7101, loss: 1.7101, grad_norm: 5.3538 2021-02-10 23:17:27,348 - mmaction - INFO - Epoch [15][1400/3757] lr: 1.000e-02, eta: 18:18:34, time: 0.518, data_time: 0.006, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8164, loss_cls: 1.7097, loss: 1.7097, grad_norm: 5.3722 2021-02-10 23:17:34,533 - mmaction - INFO - Epoch [15][1420/3757] lr: 1.000e-02, eta: 18:18:18, time: 0.361, data_time: 0.003, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8117, loss_cls: 1.7556, loss: 1.7556, grad_norm: 5.3618 2021-02-10 23:17:43,782 - mmaction - INFO - Epoch [15][1440/3757] lr: 1.000e-02, eta: 18:18:07, time: 0.462, data_time: 0.048, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8109, loss_cls: 1.7605, loss: 1.7605, grad_norm: 5.2456 2021-02-10 23:17:53,437 - mmaction - INFO - Epoch [15][1460/3757] lr: 1.000e-02, eta: 18:17:56, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.8117, loss: 1.8117, grad_norm: 5.5345 2021-02-10 23:18:02,532 - mmaction - INFO - Epoch [15][1480/3757] lr: 1.000e-02, eta: 18:17:44, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.5594, top5_acc: 0.8102, loss_cls: 1.7973, loss: 1.7973, grad_norm: 5.3472 2021-02-10 23:18:11,812 - mmaction - INFO - Epoch [15][1500/3757] lr: 1.000e-02, eta: 18:17:33, time: 0.466, data_time: 0.009, memory: 7076, top1_acc: 0.5734, top5_acc: 0.7992, loss_cls: 1.7860, loss: 1.7860, grad_norm: 5.2261 2021-02-10 23:18:20,808 - mmaction - INFO - Epoch [15][1520/3757] lr: 1.000e-02, eta: 18:17:21, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.8419, loss: 1.8419, grad_norm: 5.3853 2021-02-10 23:18:29,723 - mmaction - INFO - Epoch [15][1540/3757] lr: 1.000e-02, eta: 18:17:09, time: 0.446, data_time: 0.014, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7399, loss: 1.7399, grad_norm: 5.1610 2021-02-10 23:18:39,011 - mmaction - INFO - Epoch [15][1560/3757] lr: 1.000e-02, eta: 18:16:58, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8031, loss_cls: 1.7825, loss: 1.7825, grad_norm: 5.4204 2021-02-10 23:18:47,064 - mmaction - INFO - Epoch [15][1580/3757] lr: 1.000e-02, eta: 18:16:44, time: 0.402, data_time: 0.003, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8273, loss_cls: 1.6452, loss: 1.6452, grad_norm: 5.1778 2021-02-10 23:18:56,720 - mmaction - INFO - Epoch [15][1600/3757] lr: 1.000e-02, eta: 18:16:33, time: 0.482, data_time: 0.002, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8063, loss_cls: 1.7472, loss: 1.7472, grad_norm: 5.2284 2021-02-10 23:19:05,506 - mmaction - INFO - Epoch [15][1620/3757] lr: 1.000e-02, eta: 18:16:21, time: 0.436, data_time: 0.008, memory: 7076, top1_acc: 0.5633, top5_acc: 0.8039, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.4429 2021-02-10 23:19:13,304 - mmaction - INFO - Epoch [15][1640/3757] lr: 1.000e-02, eta: 18:16:06, time: 0.395, data_time: 0.019, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7930, loss_cls: 1.8469, loss: 1.8469, grad_norm: 5.5028 2021-02-10 23:19:22,151 - mmaction - INFO - Epoch [15][1660/3757] lr: 1.000e-02, eta: 18:15:54, time: 0.441, data_time: 0.016, memory: 7076, top1_acc: 0.5680, top5_acc: 0.7961, loss_cls: 1.8431, loss: 1.8431, grad_norm: 5.3645 2021-02-10 23:19:31,079 - mmaction - INFO - Epoch [15][1680/3757] lr: 1.000e-02, eta: 18:15:42, time: 0.447, data_time: 0.023, memory: 7076, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8187, loss: 1.8187, grad_norm: 5.3037 2021-02-10 23:19:39,833 - mmaction - INFO - Epoch [15][1700/3757] lr: 1.000e-02, eta: 18:15:29, time: 0.439, data_time: 0.009, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8055, loss_cls: 1.7557, loss: 1.7557, grad_norm: 5.1458 2021-02-10 23:19:48,620 - mmaction - INFO - Epoch [15][1720/3757] lr: 1.000e-02, eta: 18:15:17, time: 0.439, data_time: 0.001, memory: 7076, top1_acc: 0.5633, top5_acc: 0.8164, loss_cls: 1.7853, loss: 1.7853, grad_norm: 5.3267 2021-02-10 23:19:58,185 - mmaction - INFO - Epoch [15][1740/3757] lr: 1.000e-02, eta: 18:15:06, time: 0.478, data_time: 0.014, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7310, loss: 1.7310, grad_norm: 5.2917 2021-02-10 23:20:06,064 - mmaction - INFO - Epoch [15][1760/3757] lr: 1.000e-02, eta: 18:14:51, time: 0.394, data_time: 0.002, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.7487, loss: 1.7487, grad_norm: 5.3615 2021-02-10 23:20:16,292 - mmaction - INFO - Epoch [15][1780/3757] lr: 1.000e-02, eta: 18:14:42, time: 0.508, data_time: 0.077, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7462, loss: 1.7462, grad_norm: 5.3327 2021-02-10 23:20:24,140 - mmaction - INFO - Epoch [15][1800/3757] lr: 1.000e-02, eta: 18:14:28, time: 0.396, data_time: 0.006, memory: 7076, top1_acc: 0.5430, top5_acc: 0.8063, loss_cls: 1.8674, loss: 1.8674, grad_norm: 5.4774 2021-02-10 23:20:33,356 - mmaction - INFO - Epoch [15][1820/3757] lr: 1.000e-02, eta: 18:14:16, time: 0.461, data_time: 0.026, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8164, loss_cls: 1.7215, loss: 1.7215, grad_norm: 5.1799 2021-02-10 23:20:43,431 - mmaction - INFO - Epoch [15][1840/3757] lr: 1.000e-02, eta: 18:14:07, time: 0.502, data_time: 0.009, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8094, loss_cls: 1.7635, loss: 1.7635, grad_norm: 5.3819 2021-02-10 23:20:51,594 - mmaction - INFO - Epoch [15][1860/3757] lr: 1.000e-02, eta: 18:13:53, time: 0.406, data_time: 0.002, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8094, loss_cls: 1.7560, loss: 1.7560, grad_norm: 5.1564 2021-02-10 23:21:03,375 - mmaction - INFO - Epoch [15][1880/3757] lr: 1.000e-02, eta: 18:13:48, time: 0.586, data_time: 0.005, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8195, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.2587 2021-02-10 23:21:11,227 - mmaction - INFO - Epoch [15][1900/3757] lr: 1.000e-02, eta: 18:13:33, time: 0.400, data_time: 0.008, memory: 7076, top1_acc: 0.5531, top5_acc: 0.8016, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.4976 2021-02-10 23:21:22,438 - mmaction - INFO - Epoch [15][1920/3757] lr: 1.000e-02, eta: 18:13:27, time: 0.556, data_time: 0.001, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8187, loss_cls: 1.6526, loss: 1.6526, grad_norm: 5.3096 2021-02-10 23:21:30,433 - mmaction - INFO - Epoch [15][1940/3757] lr: 1.000e-02, eta: 18:13:13, time: 0.404, data_time: 0.012, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8148, loss_cls: 1.7293, loss: 1.7293, grad_norm: 5.1487 2021-02-10 23:21:41,316 - mmaction - INFO - Epoch [15][1960/3757] lr: 1.000e-02, eta: 18:13:05, time: 0.540, data_time: 0.021, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7613, loss: 1.7613, grad_norm: 5.1656 2021-02-10 23:21:49,695 - mmaction - INFO - Epoch [15][1980/3757] lr: 1.000e-02, eta: 18:12:52, time: 0.422, data_time: 0.005, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8109, loss_cls: 1.7531, loss: 1.7531, grad_norm: 5.1359 2021-02-10 23:21:58,523 - mmaction - INFO - Epoch [15][2000/3757] lr: 1.000e-02, eta: 18:12:40, time: 0.441, data_time: 0.001, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8148, loss_cls: 1.7442, loss: 1.7442, grad_norm: 5.3508 2021-02-10 23:22:06,445 - mmaction - INFO - Epoch [15][2020/3757] lr: 1.000e-02, eta: 18:12:25, time: 0.396, data_time: 0.003, memory: 7076, top1_acc: 0.5344, top5_acc: 0.7789, loss_cls: 1.8863, loss: 1.8863, grad_norm: 5.4243 2021-02-10 23:22:16,471 - mmaction - INFO - Epoch [15][2040/3757] lr: 1.000e-02, eta: 18:12:15, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.5695, top5_acc: 0.7891, loss_cls: 1.8347, loss: 1.8347, grad_norm: 5.2579 2021-02-10 23:22:26,463 - mmaction - INFO - Epoch [15][2060/3757] lr: 1.000e-02, eta: 18:12:06, time: 0.517, data_time: 0.019, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8281, loss_cls: 1.6281, loss: 1.6281, grad_norm: 5.0741 2021-02-10 23:22:37,106 - mmaction - INFO - Epoch [15][2080/3757] lr: 1.000e-02, eta: 18:11:58, time: 0.525, data_time: 0.029, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.7455, loss: 1.7455, grad_norm: 5.2585 2021-02-10 23:22:45,639 - mmaction - INFO - Epoch [15][2100/3757] lr: 1.000e-02, eta: 18:11:45, time: 0.433, data_time: 0.008, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8172, loss_cls: 1.7487, loss: 1.7487, grad_norm: 5.2927 2021-02-10 23:22:54,310 - mmaction - INFO - Epoch [15][2120/3757] lr: 1.000e-02, eta: 18:11:33, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8141, loss_cls: 1.7289, loss: 1.7289, grad_norm: 5.2569 2021-02-10 23:23:03,311 - mmaction - INFO - Epoch [15][2140/3757] lr: 1.000e-02, eta: 18:11:21, time: 0.447, data_time: 0.004, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8164, loss_cls: 1.7590, loss: 1.7590, grad_norm: 5.2847 2021-02-10 23:23:12,093 - mmaction - INFO - Epoch [15][2160/3757] lr: 1.000e-02, eta: 18:11:08, time: 0.442, data_time: 0.005, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8055, loss_cls: 1.8342, loss: 1.8342, grad_norm: 5.3671 2021-02-10 23:23:22,368 - mmaction - INFO - Epoch [15][2180/3757] lr: 1.000e-02, eta: 18:10:59, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8195, loss_cls: 1.7466, loss: 1.7466, grad_norm: 5.2879 2021-02-10 23:23:31,224 - mmaction - INFO - Epoch [15][2200/3757] lr: 1.000e-02, eta: 18:10:47, time: 0.445, data_time: 0.012, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8141, loss_cls: 1.7422, loss: 1.7422, grad_norm: 5.2382 2021-02-10 23:23:40,640 - mmaction - INFO - Epoch [15][2220/3757] lr: 1.000e-02, eta: 18:10:36, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8008, loss_cls: 1.8103, loss: 1.8103, grad_norm: 5.2086 2021-02-10 23:23:48,922 - mmaction - INFO - Epoch [15][2240/3757] lr: 1.000e-02, eta: 18:10:23, time: 0.415, data_time: 0.020, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8016, loss_cls: 1.8338, loss: 1.8338, grad_norm: 5.2905 2021-02-10 23:23:57,789 - mmaction - INFO - Epoch [15][2260/3757] lr: 1.000e-02, eta: 18:10:11, time: 0.441, data_time: 0.017, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8148, loss_cls: 1.7393, loss: 1.7393, grad_norm: 5.2900 2021-02-10 23:24:05,120 - mmaction - INFO - Epoch [15][2280/3757] lr: 1.000e-02, eta: 18:09:55, time: 0.368, data_time: 0.009, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8156, loss_cls: 1.7042, loss: 1.7042, grad_norm: 5.2395 2021-02-10 23:24:14,296 - mmaction - INFO - Epoch [15][2300/3757] lr: 1.000e-02, eta: 18:09:43, time: 0.459, data_time: 0.025, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8039, loss_cls: 1.7660, loss: 1.7660, grad_norm: 5.1980 2021-02-10 23:24:23,821 - mmaction - INFO - Epoch [15][2320/3757] lr: 1.000e-02, eta: 18:09:33, time: 0.476, data_time: 0.029, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7875, loss_cls: 1.8304, loss: 1.8304, grad_norm: 5.4591 2021-02-10 23:24:32,742 - mmaction - INFO - Epoch [15][2340/3757] lr: 1.000e-02, eta: 18:09:21, time: 0.447, data_time: 0.014, memory: 7076, top1_acc: 0.5820, top5_acc: 0.7977, loss_cls: 1.7878, loss: 1.7878, grad_norm: 5.3465 2021-02-10 23:24:42,035 - mmaction - INFO - Epoch [15][2360/3757] lr: 1.000e-02, eta: 18:09:09, time: 0.464, data_time: 0.000, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7602, loss: 1.7602, grad_norm: 5.4356 2021-02-10 23:24:51,933 - mmaction - INFO - Epoch [15][2380/3757] lr: 1.000e-02, eta: 18:09:00, time: 0.495, data_time: 0.002, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8070, loss_cls: 1.7700, loss: 1.7700, grad_norm: 5.1337 2021-02-10 23:25:00,565 - mmaction - INFO - Epoch [15][2400/3757] lr: 1.000e-02, eta: 18:08:47, time: 0.432, data_time: 0.001, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8078, loss_cls: 1.7231, loss: 1.7231, grad_norm: 5.1985 2021-02-10 23:25:09,895 - mmaction - INFO - Epoch [15][2420/3757] lr: 1.000e-02, eta: 18:08:36, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.7800, loss: 1.7800, grad_norm: 5.2623 2021-02-10 23:25:18,412 - mmaction - INFO - Epoch [15][2440/3757] lr: 1.000e-02, eta: 18:08:23, time: 0.426, data_time: 0.001, memory: 7076, top1_acc: 0.5797, top5_acc: 0.7984, loss_cls: 1.7676, loss: 1.7676, grad_norm: 5.0895 2021-02-10 23:25:28,199 - mmaction - INFO - Epoch [15][2460/3757] lr: 1.000e-02, eta: 18:08:13, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8023, loss_cls: 1.7760, loss: 1.7760, grad_norm: 5.1803 2021-02-10 23:25:36,675 - mmaction - INFO - Epoch [15][2480/3757] lr: 1.000e-02, eta: 18:08:00, time: 0.423, data_time: 0.001, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8125, loss_cls: 1.7141, loss: 1.7141, grad_norm: 5.1752 2021-02-10 23:25:45,016 - mmaction - INFO - Epoch [15][2500/3757] lr: 1.000e-02, eta: 18:07:47, time: 0.419, data_time: 0.003, memory: 7076, top1_acc: 0.5641, top5_acc: 0.7969, loss_cls: 1.7945, loss: 1.7945, grad_norm: 5.3228 2021-02-10 23:25:53,737 - mmaction - INFO - Epoch [15][2520/3757] lr: 1.000e-02, eta: 18:07:34, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7922, loss_cls: 1.8457, loss: 1.8457, grad_norm: 5.3723 2021-02-10 23:26:02,442 - mmaction - INFO - Epoch [15][2540/3757] lr: 1.000e-02, eta: 18:07:21, time: 0.433, data_time: 0.000, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8258, loss_cls: 1.6746, loss: 1.6746, grad_norm: 5.4268 2021-02-10 23:26:10,994 - mmaction - INFO - Epoch [15][2560/3757] lr: 1.000e-02, eta: 18:07:09, time: 0.429, data_time: 0.005, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7937, loss_cls: 1.8367, loss: 1.8367, grad_norm: 5.3128 2021-02-10 23:26:20,871 - mmaction - INFO - Epoch [15][2580/3757] lr: 1.000e-02, eta: 18:06:59, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.5984, top5_acc: 0.8125, loss_cls: 1.6497, loss: 1.6497, grad_norm: 5.0377 2021-02-10 23:26:29,221 - mmaction - INFO - Epoch [15][2600/3757] lr: 1.000e-02, eta: 18:06:45, time: 0.419, data_time: 0.004, memory: 7076, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.7105, loss: 1.7105, grad_norm: 5.1432 2021-02-10 23:26:38,230 - mmaction - INFO - Epoch [15][2620/3757] lr: 1.000e-02, eta: 18:06:33, time: 0.448, data_time: 0.046, memory: 7076, top1_acc: 0.5852, top5_acc: 0.7945, loss_cls: 1.7803, loss: 1.7803, grad_norm: 5.2316 2021-02-10 23:26:49,015 - mmaction - INFO - Epoch [15][2640/3757] lr: 1.000e-02, eta: 18:06:26, time: 0.542, data_time: 0.051, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8047, loss_cls: 1.8138, loss: 1.8138, grad_norm: 5.2925 2021-02-10 23:26:56,168 - mmaction - INFO - Epoch [15][2660/3757] lr: 1.000e-02, eta: 18:06:10, time: 0.356, data_time: 0.001, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8148, loss_cls: 1.7506, loss: 1.7506, grad_norm: 5.2114 2021-02-10 23:27:05,238 - mmaction - INFO - Epoch [15][2680/3757] lr: 1.000e-02, eta: 18:05:58, time: 0.455, data_time: 0.010, memory: 7076, top1_acc: 0.5773, top5_acc: 0.7977, loss_cls: 1.8511, loss: 1.8511, grad_norm: 5.3268 2021-02-10 23:27:14,744 - mmaction - INFO - Epoch [15][2700/3757] lr: 1.000e-02, eta: 18:05:47, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8187, loss_cls: 1.7347, loss: 1.7347, grad_norm: 5.1868 2021-02-10 23:27:24,231 - mmaction - INFO - Epoch [15][2720/3757] lr: 1.000e-02, eta: 18:05:37, time: 0.476, data_time: 0.013, memory: 7076, top1_acc: 0.5633, top5_acc: 0.8172, loss_cls: 1.7387, loss: 1.7387, grad_norm: 5.2677 2021-02-10 23:27:33,332 - mmaction - INFO - Epoch [15][2740/3757] lr: 1.000e-02, eta: 18:05:25, time: 0.456, data_time: 0.012, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8109, loss_cls: 1.7496, loss: 1.7496, grad_norm: 5.3728 2021-02-10 23:27:42,736 - mmaction - INFO - Epoch [15][2760/3757] lr: 1.000e-02, eta: 18:05:14, time: 0.469, data_time: 0.018, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7852, loss_cls: 1.8478, loss: 1.8478, grad_norm: 5.3284 2021-02-10 23:27:52,256 - mmaction - INFO - Epoch [15][2780/3757] lr: 1.000e-02, eta: 18:05:04, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7371, loss: 1.7371, grad_norm: 5.0414 2021-02-10 23:28:00,677 - mmaction - INFO - Epoch [15][2800/3757] lr: 1.000e-02, eta: 18:04:51, time: 0.420, data_time: 0.001, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.6836, loss: 1.6836, grad_norm: 5.1848 2021-02-10 23:28:10,718 - mmaction - INFO - Epoch [15][2820/3757] lr: 1.000e-02, eta: 18:04:41, time: 0.503, data_time: 0.003, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8039, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.3371 2021-02-10 23:28:18,867 - mmaction - INFO - Epoch [15][2840/3757] lr: 1.000e-02, eta: 18:04:28, time: 0.407, data_time: 0.005, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7352, loss: 1.7352, grad_norm: 5.2282 2021-02-10 23:28:30,315 - mmaction - INFO - Epoch [15][2860/3757] lr: 1.000e-02, eta: 18:04:22, time: 0.572, data_time: 0.022, memory: 7076, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.8035, loss: 1.8035, grad_norm: 5.3270 2021-02-10 23:28:38,481 - mmaction - INFO - Epoch [15][2880/3757] lr: 1.000e-02, eta: 18:04:08, time: 0.408, data_time: 0.002, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8133, loss_cls: 1.7481, loss: 1.7481, grad_norm: 5.3031 2021-02-10 23:28:48,273 - mmaction - INFO - Epoch [15][2900/3757] lr: 1.000e-02, eta: 18:03:58, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8148, loss_cls: 1.7702, loss: 1.7702, grad_norm: 5.2393 2021-02-10 23:28:57,040 - mmaction - INFO - Epoch [15][2920/3757] lr: 1.000e-02, eta: 18:03:46, time: 0.438, data_time: 0.004, memory: 7076, top1_acc: 0.5781, top5_acc: 0.7953, loss_cls: 1.8086, loss: 1.8086, grad_norm: 5.3214 2021-02-10 23:29:05,112 - mmaction - INFO - Epoch [15][2940/3757] lr: 1.000e-02, eta: 18:03:32, time: 0.404, data_time: 0.005, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8125, loss_cls: 1.7451, loss: 1.7451, grad_norm: 5.2719 2021-02-10 23:29:14,014 - mmaction - INFO - Epoch [15][2960/3757] lr: 1.000e-02, eta: 18:03:19, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8094, loss_cls: 1.7665, loss: 1.7665, grad_norm: 5.2929 2021-02-10 23:29:22,879 - mmaction - INFO - Epoch [15][2980/3757] lr: 1.000e-02, eta: 18:03:07, time: 0.443, data_time: 0.003, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8094, loss_cls: 1.7393, loss: 1.7393, grad_norm: 5.4097 2021-02-10 23:29:33,139 - mmaction - INFO - Epoch [15][3000/3757] lr: 1.000e-02, eta: 18:02:59, time: 0.513, data_time: 0.002, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8109, loss_cls: 1.7080, loss: 1.7080, grad_norm: 5.1981 2021-02-10 23:29:41,461 - mmaction - INFO - Epoch [15][3020/3757] lr: 1.000e-02, eta: 18:02:45, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8086, loss_cls: 1.8182, loss: 1.8182, grad_norm: 5.5044 2021-02-10 23:29:52,013 - mmaction - INFO - Epoch [15][3040/3757] lr: 1.000e-02, eta: 18:02:37, time: 0.527, data_time: 0.001, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8016, loss_cls: 1.8025, loss: 1.8025, grad_norm: 5.2839 2021-02-10 23:30:00,325 - mmaction - INFO - Epoch [15][3060/3757] lr: 1.000e-02, eta: 18:02:24, time: 0.415, data_time: 0.002, memory: 7076, top1_acc: 0.5773, top5_acc: 0.7930, loss_cls: 1.8498, loss: 1.8498, grad_norm: 5.2665 2021-02-10 23:30:09,436 - mmaction - INFO - Epoch [15][3080/3757] lr: 1.000e-02, eta: 18:02:12, time: 0.455, data_time: 0.001, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8094, loss_cls: 1.7281, loss: 1.7281, grad_norm: 5.1501 2021-02-10 23:30:19,006 - mmaction - INFO - Epoch [15][3100/3757] lr: 1.000e-02, eta: 18:02:02, time: 0.479, data_time: 0.025, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7582, loss: 1.7582, grad_norm: 5.2602 2021-02-10 23:30:27,184 - mmaction - INFO - Epoch [15][3120/3757] lr: 1.000e-02, eta: 18:01:48, time: 0.402, data_time: 0.001, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8156, loss_cls: 1.7378, loss: 1.7378, grad_norm: 5.0828 2021-02-10 23:30:35,718 - mmaction - INFO - Epoch [15][3140/3757] lr: 1.000e-02, eta: 18:01:35, time: 0.433, data_time: 0.008, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7984, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.3445 2021-02-10 23:30:43,885 - mmaction - INFO - Epoch [15][3160/3757] lr: 1.000e-02, eta: 18:01:21, time: 0.408, data_time: 0.002, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8117, loss_cls: 1.7914, loss: 1.7914, grad_norm: 5.1481 2021-02-10 23:30:52,991 - mmaction - INFO - Epoch [15][3180/3757] lr: 1.000e-02, eta: 18:01:10, time: 0.456, data_time: 0.002, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8305, loss_cls: 1.6550, loss: 1.6550, grad_norm: 5.2086 2021-02-10 23:31:02,138 - mmaction - INFO - Epoch [15][3200/3757] lr: 1.000e-02, eta: 18:00:58, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.8639, loss: 1.8639, grad_norm: 5.4381 2021-02-10 23:31:11,178 - mmaction - INFO - Epoch [15][3220/3757] lr: 1.000e-02, eta: 18:00:47, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.5687, top5_acc: 0.7984, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.4305 2021-02-10 23:31:18,924 - mmaction - INFO - Epoch [15][3240/3757] lr: 1.000e-02, eta: 18:00:32, time: 0.387, data_time: 0.001, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7473, loss: 1.7473, grad_norm: 5.2821 2021-02-10 23:31:30,617 - mmaction - INFO - Epoch [15][3260/3757] lr: 1.000e-02, eta: 18:00:27, time: 0.584, data_time: 0.003, memory: 7076, top1_acc: 0.5586, top5_acc: 0.8117, loss_cls: 1.7741, loss: 1.7741, grad_norm: 5.4315 2021-02-10 23:31:38,229 - mmaction - INFO - Epoch [15][3280/3757] lr: 1.000e-02, eta: 18:00:12, time: 0.381, data_time: 0.002, memory: 7076, top1_acc: 0.5805, top5_acc: 0.7836, loss_cls: 1.8324, loss: 1.8324, grad_norm: 5.2975 2021-02-10 23:31:48,251 - mmaction - INFO - Epoch [15][3300/3757] lr: 1.000e-02, eta: 18:00:02, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.5547, top5_acc: 0.8000, loss_cls: 1.8811, loss: 1.8811, grad_norm: 5.4504 2021-02-10 23:31:56,385 - mmaction - INFO - Epoch [15][3320/3757] lr: 1.000e-02, eta: 17:59:48, time: 0.407, data_time: 0.002, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8164, loss_cls: 1.7071, loss: 1.7071, grad_norm: 5.0702 2021-02-10 23:32:04,721 - mmaction - INFO - Epoch [15][3340/3757] lr: 1.000e-02, eta: 17:59:35, time: 0.417, data_time: 0.001, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8195, loss_cls: 1.7266, loss: 1.7266, grad_norm: 5.0668 2021-02-10 23:32:15,031 - mmaction - INFO - Epoch [15][3360/3757] lr: 1.000e-02, eta: 17:59:26, time: 0.514, data_time: 0.002, memory: 7076, top1_acc: 0.5750, top5_acc: 0.7906, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.2033 2021-02-10 23:32:24,111 - mmaction - INFO - Epoch [15][3380/3757] lr: 1.000e-02, eta: 17:59:15, time: 0.454, data_time: 0.016, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8281, loss_cls: 1.6689, loss: 1.6689, grad_norm: 5.4568 2021-02-10 23:32:33,221 - mmaction - INFO - Epoch [15][3400/3757] lr: 1.000e-02, eta: 17:59:03, time: 0.457, data_time: 0.004, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8070, loss_cls: 1.7515, loss: 1.7515, grad_norm: 5.4582 2021-02-10 23:32:41,417 - mmaction - INFO - Epoch [15][3420/3757] lr: 1.000e-02, eta: 17:58:50, time: 0.410, data_time: 0.002, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7930, loss_cls: 1.8505, loss: 1.8505, grad_norm: 5.4310 2021-02-10 23:32:51,401 - mmaction - INFO - Epoch [15][3440/3757] lr: 1.000e-02, eta: 17:58:40, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.5508, top5_acc: 0.7930, loss_cls: 1.8154, loss: 1.8154, grad_norm: 5.3179 2021-02-10 23:32:59,768 - mmaction - INFO - Epoch [15][3460/3757] lr: 1.000e-02, eta: 17:58:27, time: 0.417, data_time: 0.001, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7937, loss_cls: 1.8422, loss: 1.8422, grad_norm: 5.3732 2021-02-10 23:33:09,655 - mmaction - INFO - Epoch [15][3480/3757] lr: 1.000e-02, eta: 17:58:17, time: 0.495, data_time: 0.004, memory: 7076, top1_acc: 0.5797, top5_acc: 0.7961, loss_cls: 1.8042, loss: 1.8042, grad_norm: 5.1894 2021-02-10 23:33:17,528 - mmaction - INFO - Epoch [15][3500/3757] lr: 1.000e-02, eta: 17:58:03, time: 0.395, data_time: 0.002, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8086, loss_cls: 1.7161, loss: 1.7161, grad_norm: 5.1607 2021-02-10 23:33:26,199 - mmaction - INFO - Epoch [15][3520/3757] lr: 1.000e-02, eta: 17:57:50, time: 0.433, data_time: 0.001, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.7617, loss: 1.7617, grad_norm: 5.3474 2021-02-10 23:33:34,154 - mmaction - INFO - Epoch [15][3540/3757] lr: 1.000e-02, eta: 17:57:36, time: 0.398, data_time: 0.001, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8031, loss_cls: 1.7820, loss: 1.7820, grad_norm: 5.2596 2021-02-10 23:33:43,808 - mmaction - INFO - Epoch [15][3560/3757] lr: 1.000e-02, eta: 17:57:26, time: 0.483, data_time: 0.039, memory: 7076, top1_acc: 0.5500, top5_acc: 0.7852, loss_cls: 1.9063, loss: 1.9063, grad_norm: 5.2740 2021-02-10 23:33:52,039 - mmaction - INFO - Epoch [15][3580/3757] lr: 1.000e-02, eta: 17:57:12, time: 0.410, data_time: 0.023, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8227, loss_cls: 1.6978, loss: 1.6978, grad_norm: 5.2396 2021-02-10 23:34:00,324 - mmaction - INFO - Epoch [15][3600/3757] lr: 1.000e-02, eta: 17:56:59, time: 0.415, data_time: 0.015, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7961, loss_cls: 1.8045, loss: 1.8045, grad_norm: 5.2454 2021-02-10 23:34:10,636 - mmaction - INFO - Epoch [15][3620/3757] lr: 1.000e-02, eta: 17:56:50, time: 0.513, data_time: 0.002, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7930, loss_cls: 1.8201, loss: 1.8201, grad_norm: 5.3108 2021-02-10 23:34:18,935 - mmaction - INFO - Epoch [15][3640/3757] lr: 1.000e-02, eta: 17:56:37, time: 0.417, data_time: 0.004, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7797, loss_cls: 1.8647, loss: 1.8647, grad_norm: 5.2697 2021-02-10 23:34:30,128 - mmaction - INFO - Epoch [15][3660/3757] lr: 1.000e-02, eta: 17:56:30, time: 0.557, data_time: 0.001, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8375, loss_cls: 1.6586, loss: 1.6586, grad_norm: 5.1572 2021-02-10 23:34:37,726 - mmaction - INFO - Epoch [15][3680/3757] lr: 1.000e-02, eta: 17:56:15, time: 0.382, data_time: 0.008, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8078, loss_cls: 1.7668, loss: 1.7668, grad_norm: 5.0971 2021-02-10 23:34:46,011 - mmaction - INFO - Epoch [15][3700/3757] lr: 1.000e-02, eta: 17:56:02, time: 0.414, data_time: 0.002, memory: 7076, top1_acc: 0.5617, top5_acc: 0.7930, loss_cls: 1.8301, loss: 1.8301, grad_norm: 5.2812 2021-02-10 23:34:55,614 - mmaction - INFO - Epoch [15][3720/3757] lr: 1.000e-02, eta: 17:55:52, time: 0.481, data_time: 0.002, memory: 7076, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8092, loss: 1.8092, grad_norm: 5.3625 2021-02-10 23:35:03,892 - mmaction - INFO - Epoch [15][3740/3757] lr: 1.000e-02, eta: 17:55:38, time: 0.414, data_time: 0.001, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7567, loss: 1.7567, grad_norm: 5.2210 2021-02-10 23:35:20,614 - mmaction - INFO - Saving checkpoint at 15 epochs 2021-02-10 23:40:00,982 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-02-10 23:40:01,737 - mmaction - INFO - top1_acc 0.5950 top5_acc 0.8312 2021-02-10 23:40:01,737 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-02-10 23:40:01,771 - mmaction - INFO - mean_acc 0.5949 2021-02-10 23:40:01,777 - mmaction - INFO - Epoch(val) [15][3757] top1_acc: 0.5950, top5_acc: 0.8312, mean_class_accuracy: 0.5949 2021-02-10 23:41:58,360 - mmaction - INFO - Epoch [16][20/3757] lr: 1.000e-02, eta: 17:59:10, time: 5.827, data_time: 5.427, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8336, loss_cls: 1.6333, loss: 1.6333, grad_norm: 5.0935 2021-02-10 23:42:07,491 - mmaction - INFO - Epoch [16][40/3757] lr: 1.000e-02, eta: 17:58:58, time: 0.456, data_time: 0.036, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8172, loss_cls: 1.7172, loss: 1.7172, grad_norm: 5.2222 2021-02-10 23:42:15,865 - mmaction - INFO - Epoch [16][60/3757] lr: 1.000e-02, eta: 17:58:45, time: 0.420, data_time: 0.019, memory: 7076, top1_acc: 0.6008, top5_acc: 0.8406, loss_cls: 1.6354, loss: 1.6354, grad_norm: 5.3469 2021-02-10 23:42:24,946 - mmaction - INFO - Epoch [16][80/3757] lr: 1.000e-02, eta: 17:58:33, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8063, loss_cls: 1.7475, loss: 1.7475, grad_norm: 5.3565 2021-02-10 23:42:33,764 - mmaction - INFO - Epoch [16][100/3757] lr: 1.000e-02, eta: 17:58:21, time: 0.446, data_time: 0.022, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8211, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.1481 2021-02-10 23:42:42,238 - mmaction - INFO - Epoch [16][120/3757] lr: 1.000e-02, eta: 17:58:08, time: 0.423, data_time: 0.007, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8086, loss_cls: 1.7537, loss: 1.7537, grad_norm: 5.3806 2021-02-10 23:42:50,890 - mmaction - INFO - Epoch [16][140/3757] lr: 1.000e-02, eta: 17:57:55, time: 0.431, data_time: 0.069, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8258, loss_cls: 1.6391, loss: 1.6391, grad_norm: 5.2030 2021-02-10 23:42:59,551 - mmaction - INFO - Epoch [16][160/3757] lr: 1.000e-02, eta: 17:57:43, time: 0.435, data_time: 0.037, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8234, loss_cls: 1.6619, loss: 1.6619, grad_norm: 5.3766 2021-02-10 23:43:07,703 - mmaction - INFO - Epoch [16][180/3757] lr: 1.000e-02, eta: 17:57:29, time: 0.408, data_time: 0.033, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8180, loss_cls: 1.6878, loss: 1.6878, grad_norm: 5.2536 2021-02-10 23:43:16,150 - mmaction - INFO - Epoch [16][200/3757] lr: 1.000e-02, eta: 17:57:16, time: 0.422, data_time: 0.022, memory: 7076, top1_acc: 0.5555, top5_acc: 0.8102, loss_cls: 1.7781, loss: 1.7781, grad_norm: 5.4699 2021-02-10 23:43:25,015 - mmaction - INFO - Epoch [16][220/3757] lr: 1.000e-02, eta: 17:57:04, time: 0.442, data_time: 0.009, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8164, loss_cls: 1.7361, loss: 1.7361, grad_norm: 5.4002 2021-02-10 23:43:33,769 - mmaction - INFO - Epoch [16][240/3757] lr: 1.000e-02, eta: 17:56:51, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8227, loss_cls: 1.7303, loss: 1.7303, grad_norm: 5.3149 2021-02-10 23:43:42,351 - mmaction - INFO - Epoch [16][260/3757] lr: 1.000e-02, eta: 17:56:38, time: 0.428, data_time: 0.007, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8211, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.2300 2021-02-10 23:43:51,093 - mmaction - INFO - Epoch [16][280/3757] lr: 1.000e-02, eta: 17:56:26, time: 0.438, data_time: 0.039, memory: 7076, top1_acc: 0.6047, top5_acc: 0.8328, loss_cls: 1.6698, loss: 1.6698, grad_norm: 5.2034 2021-02-10 23:43:59,466 - mmaction - INFO - Epoch [16][300/3757] lr: 1.000e-02, eta: 17:56:13, time: 0.419, data_time: 0.005, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8344, loss_cls: 1.6315, loss: 1.6315, grad_norm: 5.1647 2021-02-10 23:44:08,506 - mmaction - INFO - Epoch [16][320/3757] lr: 1.000e-02, eta: 17:56:01, time: 0.452, data_time: 0.002, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8203, loss_cls: 1.6739, loss: 1.6739, grad_norm: 5.3049 2021-02-10 23:44:17,105 - mmaction - INFO - Epoch [16][340/3757] lr: 1.000e-02, eta: 17:55:48, time: 0.431, data_time: 0.003, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8242, loss_cls: 1.7272, loss: 1.7272, grad_norm: 5.3147 2021-02-10 23:44:25,898 - mmaction - INFO - Epoch [16][360/3757] lr: 1.000e-02, eta: 17:55:36, time: 0.437, data_time: 0.010, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8078, loss_cls: 1.7467, loss: 1.7467, grad_norm: 5.3531 2021-02-10 23:44:34,946 - mmaction - INFO - Epoch [16][380/3757] lr: 1.000e-02, eta: 17:55:25, time: 0.455, data_time: 0.102, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8164, loss_cls: 1.6663, loss: 1.6663, grad_norm: 5.1776 2021-02-10 23:44:42,962 - mmaction - INFO - Epoch [16][400/3757] lr: 1.000e-02, eta: 17:55:10, time: 0.401, data_time: 0.007, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8172, loss_cls: 1.7322, loss: 1.7322, grad_norm: 5.4114 2021-02-10 23:44:52,577 - mmaction - INFO - Epoch [16][420/3757] lr: 1.000e-02, eta: 17:55:00, time: 0.478, data_time: 0.002, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8234, loss_cls: 1.6483, loss: 1.6483, grad_norm: 5.2257 2021-02-10 23:45:01,391 - mmaction - INFO - Epoch [16][440/3757] lr: 1.000e-02, eta: 17:54:48, time: 0.444, data_time: 0.005, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7461, loss: 1.7461, grad_norm: 5.3706 2021-02-10 23:45:10,433 - mmaction - INFO - Epoch [16][460/3757] lr: 1.000e-02, eta: 17:54:36, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.5570, top5_acc: 0.7930, loss_cls: 1.8331, loss: 1.8331, grad_norm: 5.5090 2021-02-10 23:45:20,236 - mmaction - INFO - Epoch [16][480/3757] lr: 1.000e-02, eta: 17:54:26, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8313, loss_cls: 1.6546, loss: 1.6546, grad_norm: 5.1719 2021-02-10 23:45:28,349 - mmaction - INFO - Epoch [16][500/3757] lr: 1.000e-02, eta: 17:54:12, time: 0.407, data_time: 0.007, memory: 7076, top1_acc: 0.6047, top5_acc: 0.8133, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.2674 2021-02-10 23:45:36,884 - mmaction - INFO - Epoch [16][520/3757] lr: 1.000e-02, eta: 17:54:00, time: 0.427, data_time: 0.002, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.6966, loss: 1.6966, grad_norm: 5.0509 2021-02-10 23:45:45,883 - mmaction - INFO - Epoch [16][540/3757] lr: 1.000e-02, eta: 17:53:48, time: 0.447, data_time: 0.070, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8109, loss_cls: 1.7757, loss: 1.7757, grad_norm: 5.3278 2021-02-10 23:45:53,996 - mmaction - INFO - Epoch [16][560/3757] lr: 1.000e-02, eta: 17:53:34, time: 0.407, data_time: 0.020, memory: 7076, top1_acc: 0.5742, top5_acc: 0.7930, loss_cls: 1.8118, loss: 1.8118, grad_norm: 5.2748 2021-02-10 23:46:03,145 - mmaction - INFO - Epoch [16][580/3757] lr: 1.000e-02, eta: 17:53:23, time: 0.457, data_time: 0.065, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8211, loss_cls: 1.6844, loss: 1.6844, grad_norm: 5.3154 2021-02-10 23:46:13,019 - mmaction - INFO - Epoch [16][600/3757] lr: 1.000e-02, eta: 17:53:13, time: 0.493, data_time: 0.002, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7977, loss_cls: 1.8201, loss: 1.8201, grad_norm: 5.4092 2021-02-10 23:46:21,561 - mmaction - INFO - Epoch [16][620/3757] lr: 1.000e-02, eta: 17:53:00, time: 0.427, data_time: 0.003, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8078, loss_cls: 1.7319, loss: 1.7319, grad_norm: 5.0202 2021-02-10 23:46:31,154 - mmaction - INFO - Epoch [16][640/3757] lr: 1.000e-02, eta: 17:52:50, time: 0.481, data_time: 0.023, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8109, loss_cls: 1.7905, loss: 1.7905, grad_norm: 5.4264 2021-02-10 23:46:39,587 - mmaction - INFO - Epoch [16][660/3757] lr: 1.000e-02, eta: 17:52:36, time: 0.418, data_time: 0.036, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8313, loss_cls: 1.6697, loss: 1.6697, grad_norm: 5.2140 2021-02-10 23:46:47,766 - mmaction - INFO - Epoch [16][680/3757] lr: 1.000e-02, eta: 17:52:23, time: 0.413, data_time: 0.017, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8227, loss_cls: 1.7090, loss: 1.7090, grad_norm: 5.1390 2021-02-10 23:46:56,757 - mmaction - INFO - Epoch [16][700/3757] lr: 1.000e-02, eta: 17:52:11, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.5406, top5_acc: 0.7883, loss_cls: 1.8494, loss: 1.8494, grad_norm: 5.3926 2021-02-10 23:47:05,293 - mmaction - INFO - Epoch [16][720/3757] lr: 1.000e-02, eta: 17:51:58, time: 0.426, data_time: 0.000, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8219, loss_cls: 1.6861, loss: 1.6861, grad_norm: 5.1619 2021-02-10 23:47:14,033 - mmaction - INFO - Epoch [16][740/3757] lr: 1.000e-02, eta: 17:51:46, time: 0.436, data_time: 0.004, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8172, loss_cls: 1.6977, loss: 1.6977, grad_norm: 5.2280 2021-02-10 23:47:23,155 - mmaction - INFO - Epoch [16][760/3757] lr: 1.000e-02, eta: 17:51:34, time: 0.457, data_time: 0.004, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8078, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.3037 2021-02-10 23:47:32,271 - mmaction - INFO - Epoch [16][780/3757] lr: 1.000e-02, eta: 17:51:23, time: 0.456, data_time: 0.003, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8195, loss_cls: 1.7319, loss: 1.7319, grad_norm: 5.4781 2021-02-10 23:47:40,891 - mmaction - INFO - Epoch [16][800/3757] lr: 1.000e-02, eta: 17:51:10, time: 0.429, data_time: 0.001, memory: 7076, top1_acc: 0.5727, top5_acc: 0.7875, loss_cls: 1.8252, loss: 1.8252, grad_norm: 5.3517 2021-02-10 23:47:49,485 - mmaction - INFO - Epoch [16][820/3757] lr: 1.000e-02, eta: 17:50:58, time: 0.431, data_time: 0.004, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.8245, loss: 1.8245, grad_norm: 5.3327 2021-02-10 23:47:58,543 - mmaction - INFO - Epoch [16][840/3757] lr: 1.000e-02, eta: 17:50:46, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8320, loss_cls: 1.5814, loss: 1.5814, grad_norm: 5.0787 2021-02-10 23:48:07,177 - mmaction - INFO - Epoch [16][860/3757] lr: 1.000e-02, eta: 17:50:34, time: 0.433, data_time: 0.002, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8039, loss_cls: 1.7506, loss: 1.7506, grad_norm: 5.4087 2021-02-10 23:48:16,028 - mmaction - INFO - Epoch [16][880/3757] lr: 1.000e-02, eta: 17:50:21, time: 0.442, data_time: 0.001, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8164, loss_cls: 1.6659, loss: 1.6659, grad_norm: 5.3486 2021-02-10 23:48:24,423 - mmaction - INFO - Epoch [16][900/3757] lr: 1.000e-02, eta: 17:50:08, time: 0.418, data_time: 0.003, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8133, loss_cls: 1.7023, loss: 1.7023, grad_norm: 5.3862 2021-02-10 23:48:33,795 - mmaction - INFO - Epoch [16][920/3757] lr: 1.000e-02, eta: 17:49:57, time: 0.471, data_time: 0.016, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.3393 2021-02-10 23:48:43,058 - mmaction - INFO - Epoch [16][940/3757] lr: 1.000e-02, eta: 17:49:46, time: 0.459, data_time: 0.061, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8141, loss_cls: 1.7293, loss: 1.7293, grad_norm: 5.3951 2021-02-10 23:48:54,075 - mmaction - INFO - Epoch [16][960/3757] lr: 1.000e-02, eta: 17:49:39, time: 0.552, data_time: 0.004, memory: 7076, top1_acc: 0.5633, top5_acc: 0.8070, loss_cls: 1.8200, loss: 1.8200, grad_norm: 5.4192 2021-02-10 23:49:01,867 - mmaction - INFO - Epoch [16][980/3757] lr: 1.000e-02, eta: 17:49:25, time: 0.391, data_time: 0.003, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.7958, loss: 1.7958, grad_norm: 5.2669 2021-02-10 23:49:11,701 - mmaction - INFO - Epoch [16][1000/3757] lr: 1.000e-02, eta: 17:49:15, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8078, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.2423 2021-02-10 23:49:20,704 - mmaction - INFO - Epoch [16][1020/3757] lr: 1.000e-02, eta: 17:49:03, time: 0.450, data_time: 0.029, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8148, loss_cls: 1.6817, loss: 1.6817, grad_norm: 5.1830 2021-02-10 23:49:30,010 - mmaction - INFO - Epoch [16][1040/3757] lr: 1.000e-02, eta: 17:48:52, time: 0.467, data_time: 0.003, memory: 7076, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.2817 2021-02-10 23:49:38,939 - mmaction - INFO - Epoch [16][1060/3757] lr: 1.000e-02, eta: 17:48:40, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7855, loss: 1.7855, grad_norm: 5.2855 2021-02-10 23:49:46,738 - mmaction - INFO - Epoch [16][1080/3757] lr: 1.000e-02, eta: 17:48:26, time: 0.391, data_time: 0.002, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7261, loss: 1.7261, grad_norm: 5.1531 2021-02-10 23:49:55,221 - mmaction - INFO - Epoch [16][1100/3757] lr: 1.000e-02, eta: 17:48:13, time: 0.424, data_time: 0.002, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8148, loss_cls: 1.7471, loss: 1.7471, grad_norm: 5.3991 2021-02-10 23:50:04,341 - mmaction - INFO - Epoch [16][1120/3757] lr: 1.000e-02, eta: 17:48:01, time: 0.454, data_time: 0.003, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8219, loss_cls: 1.6709, loss: 1.6709, grad_norm: 5.2996 2021-02-10 23:50:12,674 - mmaction - INFO - Epoch [16][1140/3757] lr: 1.000e-02, eta: 17:47:48, time: 0.417, data_time: 0.003, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7377, loss: 1.7377, grad_norm: 5.2157 2021-02-10 23:50:21,491 - mmaction - INFO - Epoch [16][1160/3757] lr: 1.000e-02, eta: 17:47:36, time: 0.443, data_time: 0.006, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8078, loss_cls: 1.8128, loss: 1.8128, grad_norm: 5.2928 2021-02-10 23:50:31,887 - mmaction - INFO - Epoch [16][1180/3757] lr: 1.000e-02, eta: 17:47:27, time: 0.517, data_time: 0.002, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8180, loss_cls: 1.6572, loss: 1.6572, grad_norm: 5.3593 2021-02-10 23:50:39,883 - mmaction - INFO - Epoch [16][1200/3757] lr: 1.000e-02, eta: 17:47:14, time: 0.402, data_time: 0.009, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8102, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.2717 2021-02-10 23:50:49,329 - mmaction - INFO - Epoch [16][1220/3757] lr: 1.000e-02, eta: 17:47:03, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.2698 2021-02-10 23:50:57,782 - mmaction - INFO - Epoch [16][1240/3757] lr: 1.000e-02, eta: 17:46:50, time: 0.423, data_time: 0.003, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.7490, loss: 1.7490, grad_norm: 5.2154 2021-02-10 23:51:06,643 - mmaction - INFO - Epoch [16][1260/3757] lr: 1.000e-02, eta: 17:46:38, time: 0.443, data_time: 0.000, memory: 7076, top1_acc: 0.5672, top5_acc: 0.7906, loss_cls: 1.8088, loss: 1.8088, grad_norm: 5.3447 2021-02-10 23:51:15,117 - mmaction - INFO - Epoch [16][1280/3757] lr: 1.000e-02, eta: 17:46:25, time: 0.423, data_time: 0.004, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8164, loss_cls: 1.7278, loss: 1.7278, grad_norm: 5.3101 2021-02-10 23:51:23,491 - mmaction - INFO - Epoch [16][1300/3757] lr: 1.000e-02, eta: 17:46:12, time: 0.420, data_time: 0.036, memory: 7076, top1_acc: 0.5602, top5_acc: 0.8063, loss_cls: 1.8157, loss: 1.8157, grad_norm: 5.2909 2021-02-10 23:51:33,686 - mmaction - INFO - Epoch [16][1320/3757] lr: 1.000e-02, eta: 17:46:03, time: 0.508, data_time: 0.040, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8078, loss_cls: 1.6746, loss: 1.6746, grad_norm: 5.2081 2021-02-10 23:51:41,032 - mmaction - INFO - Epoch [16][1340/3757] lr: 1.000e-02, eta: 17:45:47, time: 0.369, data_time: 0.004, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.7113, loss: 1.7113, grad_norm: 5.2847 2021-02-10 23:51:52,162 - mmaction - INFO - Epoch [16][1360/3757] lr: 1.000e-02, eta: 17:45:41, time: 0.556, data_time: 0.002, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8180, loss_cls: 1.7141, loss: 1.7141, grad_norm: 5.3671 2021-02-10 23:52:00,332 - mmaction - INFO - Epoch [16][1380/3757] lr: 1.000e-02, eta: 17:45:27, time: 0.409, data_time: 0.003, memory: 7076, top1_acc: 0.5789, top5_acc: 0.7906, loss_cls: 1.8342, loss: 1.8342, grad_norm: 5.3852 2021-02-10 23:52:11,564 - mmaction - INFO - Epoch [16][1400/3757] lr: 1.000e-02, eta: 17:45:20, time: 0.561, data_time: 0.001, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8094, loss_cls: 1.7406, loss: 1.7406, grad_norm: 5.2919 2021-02-10 23:52:19,015 - mmaction - INFO - Epoch [16][1420/3757] lr: 1.000e-02, eta: 17:45:05, time: 0.374, data_time: 0.002, memory: 7076, top1_acc: 0.6008, top5_acc: 0.8367, loss_cls: 1.6369, loss: 1.6369, grad_norm: 5.2689 2021-02-10 23:52:27,793 - mmaction - INFO - Epoch [16][1440/3757] lr: 1.000e-02, eta: 17:44:53, time: 0.438, data_time: 0.001, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7961, loss_cls: 1.8385, loss: 1.8385, grad_norm: 5.4599 2021-02-10 23:52:36,240 - mmaction - INFO - Epoch [16][1460/3757] lr: 1.000e-02, eta: 17:44:40, time: 0.423, data_time: 0.004, memory: 7076, top1_acc: 0.6148, top5_acc: 0.8266, loss_cls: 1.6587, loss: 1.6587, grad_norm: 5.1099 2021-02-10 23:52:45,448 - mmaction - INFO - Epoch [16][1480/3757] lr: 1.000e-02, eta: 17:44:29, time: 0.461, data_time: 0.019, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7464, loss: 1.7464, grad_norm: 5.2336 2021-02-10 23:52:54,450 - mmaction - INFO - Epoch [16][1500/3757] lr: 1.000e-02, eta: 17:44:17, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.5695, top5_acc: 0.7930, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.1828 2021-02-10 23:53:02,648 - mmaction - INFO - Epoch [16][1520/3757] lr: 1.000e-02, eta: 17:44:04, time: 0.411, data_time: 0.010, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8164, loss_cls: 1.6841, loss: 1.6841, grad_norm: 5.0987 2021-02-10 23:53:11,737 - mmaction - INFO - Epoch [16][1540/3757] lr: 1.000e-02, eta: 17:43:52, time: 0.453, data_time: 0.036, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8258, loss_cls: 1.6885, loss: 1.6885, grad_norm: 5.2505 2021-02-10 23:53:20,503 - mmaction - INFO - Epoch [16][1560/3757] lr: 1.000e-02, eta: 17:43:40, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8125, loss_cls: 1.7623, loss: 1.7623, grad_norm: 5.3614 2021-02-10 23:53:30,278 - mmaction - INFO - Epoch [16][1580/3757] lr: 1.000e-02, eta: 17:43:30, time: 0.487, data_time: 0.003, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8125, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.1963 2021-02-10 23:53:38,026 - mmaction - INFO - Epoch [16][1600/3757] lr: 1.000e-02, eta: 17:43:16, time: 0.390, data_time: 0.003, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8234, loss_cls: 1.7452, loss: 1.7452, grad_norm: 5.2932 2021-02-10 23:53:48,302 - mmaction - INFO - Epoch [16][1620/3757] lr: 1.000e-02, eta: 17:43:07, time: 0.511, data_time: 0.000, memory: 7076, top1_acc: 0.6117, top5_acc: 0.8320, loss_cls: 1.6191, loss: 1.6191, grad_norm: 5.1773 2021-02-10 23:53:55,778 - mmaction - INFO - Epoch [16][1640/3757] lr: 1.000e-02, eta: 17:42:52, time: 0.374, data_time: 0.004, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8016, loss_cls: 1.7736, loss: 1.7736, grad_norm: 5.2724 2021-02-10 23:54:04,858 - mmaction - INFO - Epoch [16][1660/3757] lr: 1.000e-02, eta: 17:42:40, time: 0.456, data_time: 0.004, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7977, loss_cls: 1.8376, loss: 1.8376, grad_norm: 5.6336 2021-02-10 23:54:14,144 - mmaction - INFO - Epoch [16][1680/3757] lr: 1.000e-02, eta: 17:42:29, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.5625, top5_acc: 0.7992, loss_cls: 1.7698, loss: 1.7698, grad_norm: 5.3355 2021-02-10 23:54:24,065 - mmaction - INFO - Epoch [16][1700/3757] lr: 1.000e-02, eta: 17:42:20, time: 0.499, data_time: 0.004, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8195, loss_cls: 1.7307, loss: 1.7307, grad_norm: 5.2481 2021-02-10 23:54:32,785 - mmaction - INFO - Epoch [16][1720/3757] lr: 1.000e-02, eta: 17:42:07, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8016, loss_cls: 1.7864, loss: 1.7864, grad_norm: 5.2522 2021-02-10 23:54:42,392 - mmaction - INFO - Epoch [16][1740/3757] lr: 1.000e-02, eta: 17:41:57, time: 0.481, data_time: 0.006, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7410, loss: 1.7410, grad_norm: 5.1317 2021-02-10 23:54:50,338 - mmaction - INFO - Epoch [16][1760/3757] lr: 1.000e-02, eta: 17:41:43, time: 0.395, data_time: 0.001, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8266, loss_cls: 1.6788, loss: 1.6788, grad_norm: 5.3283 2021-02-10 23:54:59,918 - mmaction - INFO - Epoch [16][1780/3757] lr: 1.000e-02, eta: 17:41:33, time: 0.482, data_time: 0.004, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8125, loss_cls: 1.7542, loss: 1.7542, grad_norm: 5.3157 2021-02-10 23:55:08,069 - mmaction - INFO - Epoch [16][1800/3757] lr: 1.000e-02, eta: 17:41:19, time: 0.404, data_time: 0.002, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8063, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.2766 2021-02-10 23:55:17,495 - mmaction - INFO - Epoch [16][1820/3757] lr: 1.000e-02, eta: 17:41:08, time: 0.475, data_time: 0.004, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8102, loss_cls: 1.7373, loss: 1.7373, grad_norm: 5.3616 2021-02-10 23:55:28,139 - mmaction - INFO - Epoch [16][1840/3757] lr: 1.000e-02, eta: 17:41:00, time: 0.529, data_time: 0.001, memory: 7076, top1_acc: 0.5336, top5_acc: 0.8016, loss_cls: 1.8601, loss: 1.8601, grad_norm: 5.5773 2021-02-10 23:55:36,796 - mmaction - INFO - Epoch [16][1860/3757] lr: 1.000e-02, eta: 17:40:48, time: 0.436, data_time: 0.065, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.7555, loss: 1.7555, grad_norm: 5.3302 2021-02-10 23:55:45,795 - mmaction - INFO - Epoch [16][1880/3757] lr: 1.000e-02, eta: 17:40:36, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8039, loss_cls: 1.7877, loss: 1.7877, grad_norm: 5.2889 2021-02-10 23:55:54,089 - mmaction - INFO - Epoch [16][1900/3757] lr: 1.000e-02, eta: 17:40:23, time: 0.419, data_time: 0.009, memory: 7076, top1_acc: 0.5547, top5_acc: 0.8109, loss_cls: 1.7718, loss: 1.7718, grad_norm: 5.3355 2021-02-10 23:56:02,780 - mmaction - INFO - Epoch [16][1920/3757] lr: 1.000e-02, eta: 17:40:11, time: 0.434, data_time: 0.004, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8055, loss_cls: 1.7237, loss: 1.7237, grad_norm: 5.2475 2021-02-10 23:56:11,391 - mmaction - INFO - Epoch [16][1940/3757] lr: 1.000e-02, eta: 17:39:58, time: 0.430, data_time: 0.058, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8117, loss_cls: 1.7582, loss: 1.7582, grad_norm: 5.2164 2021-02-10 23:56:22,816 - mmaction - INFO - Epoch [16][1960/3757] lr: 1.000e-02, eta: 17:39:52, time: 0.571, data_time: 0.002, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7984, loss_cls: 1.7892, loss: 1.7892, grad_norm: 5.2615 2021-02-10 23:56:30,134 - mmaction - INFO - Epoch [16][1980/3757] lr: 1.000e-02, eta: 17:39:37, time: 0.367, data_time: 0.004, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8102, loss_cls: 1.7381, loss: 1.7381, grad_norm: 5.2791 2021-02-10 23:56:39,509 - mmaction - INFO - Epoch [16][2000/3757] lr: 1.000e-02, eta: 17:39:25, time: 0.455, data_time: 0.058, memory: 7076, top1_acc: 0.5625, top5_acc: 0.7977, loss_cls: 1.7893, loss: 1.7893, grad_norm: 5.4754 2021-02-10 23:56:47,299 - mmaction - INFO - Epoch [16][2020/3757] lr: 1.000e-02, eta: 17:39:12, time: 0.402, data_time: 0.015, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7781, loss_cls: 1.9211, loss: 1.9211, grad_norm: 5.4904 2021-02-10 23:56:56,542 - mmaction - INFO - Epoch [16][2040/3757] lr: 1.000e-02, eta: 17:39:01, time: 0.461, data_time: 0.006, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8117, loss_cls: 1.7551, loss: 1.7551, grad_norm: 5.4020 2021-02-10 23:57:05,250 - mmaction - INFO - Epoch [16][2060/3757] lr: 1.000e-02, eta: 17:38:48, time: 0.436, data_time: 0.024, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7930, loss_cls: 1.8327, loss: 1.8327, grad_norm: 5.3999 2021-02-10 23:57:14,022 - mmaction - INFO - Epoch [16][2080/3757] lr: 1.000e-02, eta: 17:38:36, time: 0.438, data_time: 0.040, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8336, loss_cls: 1.6263, loss: 1.6263, grad_norm: 5.2520 2021-02-10 23:57:22,609 - mmaction - INFO - Epoch [16][2100/3757] lr: 1.000e-02, eta: 17:38:24, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7451, loss: 1.7451, grad_norm: 5.3643 2021-02-10 23:57:30,950 - mmaction - INFO - Epoch [16][2120/3757] lr: 1.000e-02, eta: 17:38:11, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8172, loss_cls: 1.6835, loss: 1.6835, grad_norm: 5.1819 2021-02-10 23:57:41,340 - mmaction - INFO - Epoch [16][2140/3757] lr: 1.000e-02, eta: 17:38:02, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.7945, loss: 1.7945, grad_norm: 5.3468 2021-02-10 23:57:48,733 - mmaction - INFO - Epoch [16][2160/3757] lr: 1.000e-02, eta: 17:37:47, time: 0.370, data_time: 0.004, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8109, loss_cls: 1.7043, loss: 1.7043, grad_norm: 5.3857 2021-02-10 23:57:57,385 - mmaction - INFO - Epoch [16][2180/3757] lr: 1.000e-02, eta: 17:37:34, time: 0.433, data_time: 0.026, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7455, loss: 1.7455, grad_norm: 5.3043 2021-02-10 23:58:06,715 - mmaction - INFO - Epoch [16][2200/3757] lr: 1.000e-02, eta: 17:37:24, time: 0.465, data_time: 0.044, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8164, loss_cls: 1.7119, loss: 1.7119, grad_norm: 5.1471 2021-02-10 23:58:15,605 - mmaction - INFO - Epoch [16][2220/3757] lr: 1.000e-02, eta: 17:37:12, time: 0.446, data_time: 0.055, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8031, loss_cls: 1.7632, loss: 1.7632, grad_norm: 5.2706 2021-02-10 23:58:24,302 - mmaction - INFO - Epoch [16][2240/3757] lr: 1.000e-02, eta: 17:36:59, time: 0.434, data_time: 0.005, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7597, loss: 1.7597, grad_norm: 5.2053 2021-02-10 23:58:33,088 - mmaction - INFO - Epoch [16][2260/3757] lr: 1.000e-02, eta: 17:36:47, time: 0.438, data_time: 0.002, memory: 7076, top1_acc: 0.5547, top5_acc: 0.7945, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.4966 2021-02-10 23:58:42,359 - mmaction - INFO - Epoch [16][2280/3757] lr: 1.000e-02, eta: 17:36:36, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8078, loss_cls: 1.7756, loss: 1.7756, grad_norm: 5.2025 2021-02-10 23:58:50,838 - mmaction - INFO - Epoch [16][2300/3757] lr: 1.000e-02, eta: 17:36:24, time: 0.427, data_time: 0.008, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7992, loss_cls: 1.8173, loss: 1.8173, grad_norm: 5.4045 2021-02-10 23:58:59,259 - mmaction - INFO - Epoch [16][2320/3757] lr: 1.000e-02, eta: 17:36:11, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8031, loss_cls: 1.7881, loss: 1.7881, grad_norm: 5.4097 2021-02-10 23:59:08,209 - mmaction - INFO - Epoch [16][2340/3757] lr: 1.000e-02, eta: 17:35:59, time: 0.450, data_time: 0.005, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7415, loss: 1.7415, grad_norm: 5.3679 2021-02-10 23:59:16,617 - mmaction - INFO - Epoch [16][2360/3757] lr: 1.000e-02, eta: 17:35:46, time: 0.421, data_time: 0.002, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8234, loss_cls: 1.6599, loss: 1.6599, grad_norm: 5.2303 2021-02-10 23:59:25,807 - mmaction - INFO - Epoch [16][2380/3757] lr: 1.000e-02, eta: 17:35:35, time: 0.459, data_time: 0.006, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7120, loss: 1.7120, grad_norm: 5.2964 2021-02-10 23:59:34,385 - mmaction - INFO - Epoch [16][2400/3757] lr: 1.000e-02, eta: 17:35:22, time: 0.429, data_time: 0.002, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8289, loss_cls: 1.6746, loss: 1.6746, grad_norm: 5.2247 2021-02-10 23:59:43,219 - mmaction - INFO - Epoch [16][2420/3757] lr: 1.000e-02, eta: 17:35:10, time: 0.440, data_time: 0.002, memory: 7076, top1_acc: 0.5539, top5_acc: 0.7789, loss_cls: 1.8758, loss: 1.8758, grad_norm: 5.5554 2021-02-10 23:59:51,144 - mmaction - INFO - Epoch [16][2440/3757] lr: 1.000e-02, eta: 17:34:57, time: 0.398, data_time: 0.004, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8078, loss_cls: 1.8013, loss: 1.8013, grad_norm: 5.2727 2021-02-11 00:00:00,417 - mmaction - INFO - Epoch [16][2460/3757] lr: 1.000e-02, eta: 17:34:45, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7365, loss: 1.7365, grad_norm: 5.0893 2021-02-11 00:00:11,615 - mmaction - INFO - Epoch [16][2480/3757] lr: 1.000e-02, eta: 17:34:39, time: 0.559, data_time: 0.005, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8055, loss_cls: 1.7293, loss: 1.7293, grad_norm: 5.2868 2021-02-11 00:00:20,809 - mmaction - INFO - Epoch [16][2500/3757] lr: 1.000e-02, eta: 17:34:28, time: 0.463, data_time: 0.053, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8250, loss_cls: 1.6909, loss: 1.6909, grad_norm: 5.2438 2021-02-11 00:00:29,946 - mmaction - INFO - Epoch [16][2520/3757] lr: 1.000e-02, eta: 17:34:16, time: 0.456, data_time: 0.069, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.7489, loss: 1.7489, grad_norm: 5.4346 2021-02-11 00:00:37,941 - mmaction - INFO - Epoch [16][2540/3757] lr: 1.000e-02, eta: 17:34:03, time: 0.400, data_time: 0.024, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8102, loss_cls: 1.7178, loss: 1.7178, grad_norm: 5.1467 2021-02-11 00:00:47,226 - mmaction - INFO - Epoch [16][2560/3757] lr: 1.000e-02, eta: 17:33:52, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8047, loss_cls: 1.8104, loss: 1.8104, grad_norm: 5.2815 2021-02-11 00:00:56,553 - mmaction - INFO - Epoch [16][2580/3757] lr: 1.000e-02, eta: 17:33:41, time: 0.466, data_time: 0.016, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.7396, loss: 1.7396, grad_norm: 5.3405 2021-02-11 00:01:05,102 - mmaction - INFO - Epoch [16][2600/3757] lr: 1.000e-02, eta: 17:33:28, time: 0.428, data_time: 0.002, memory: 7076, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.6543, loss: 1.6543, grad_norm: 5.2770 2021-02-11 00:01:15,600 - mmaction - INFO - Epoch [16][2620/3757] lr: 1.000e-02, eta: 17:33:20, time: 0.523, data_time: 0.002, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.7344, loss: 1.7344, grad_norm: 5.2806 2021-02-11 00:01:24,033 - mmaction - INFO - Epoch [16][2640/3757] lr: 1.000e-02, eta: 17:33:07, time: 0.424, data_time: 0.019, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8297, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.2493 2021-02-11 00:01:34,230 - mmaction - INFO - Epoch [16][2660/3757] lr: 1.000e-02, eta: 17:32:58, time: 0.506, data_time: 0.038, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8047, loss_cls: 1.7334, loss: 1.7334, grad_norm: 5.1915 2021-02-11 00:01:42,400 - mmaction - INFO - Epoch [16][2680/3757] lr: 1.000e-02, eta: 17:32:45, time: 0.412, data_time: 0.005, memory: 7076, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.3792 2021-02-11 00:01:52,113 - mmaction - INFO - Epoch [16][2700/3757] lr: 1.000e-02, eta: 17:32:35, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8031, loss_cls: 1.7877, loss: 1.7877, grad_norm: 5.4191 2021-02-11 00:02:02,264 - mmaction - INFO - Epoch [16][2720/3757] lr: 1.000e-02, eta: 17:32:26, time: 0.506, data_time: 0.002, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8016, loss_cls: 1.7984, loss: 1.7984, grad_norm: 5.4254 2021-02-11 00:02:10,630 - mmaction - INFO - Epoch [16][2740/3757] lr: 1.000e-02, eta: 17:32:13, time: 0.420, data_time: 0.003, memory: 7076, top1_acc: 0.5578, top5_acc: 0.7891, loss_cls: 1.8589, loss: 1.8589, grad_norm: 5.4818 2021-02-11 00:02:18,714 - mmaction - INFO - Epoch [16][2760/3757] lr: 1.000e-02, eta: 17:31:59, time: 0.405, data_time: 0.001, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8141, loss_cls: 1.6696, loss: 1.6696, grad_norm: 5.1667 2021-02-11 00:02:27,908 - mmaction - INFO - Epoch [16][2780/3757] lr: 1.000e-02, eta: 17:31:48, time: 0.459, data_time: 0.001, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8195, loss_cls: 1.7185, loss: 1.7185, grad_norm: 5.3170 2021-02-11 00:02:36,321 - mmaction - INFO - Epoch [16][2800/3757] lr: 1.000e-02, eta: 17:31:35, time: 0.419, data_time: 0.001, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8172, loss_cls: 1.6960, loss: 1.6960, grad_norm: 5.3626 2021-02-11 00:02:44,764 - mmaction - INFO - Epoch [16][2820/3757] lr: 1.000e-02, eta: 17:31:22, time: 0.424, data_time: 0.021, memory: 7076, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.6050, loss: 1.6050, grad_norm: 5.2014 2021-02-11 00:02:53,891 - mmaction - INFO - Epoch [16][2840/3757] lr: 1.000e-02, eta: 17:31:11, time: 0.455, data_time: 0.067, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7883, loss_cls: 1.8803, loss: 1.8803, grad_norm: 5.5589 2021-02-11 00:03:03,625 - mmaction - INFO - Epoch [16][2860/3757] lr: 1.000e-02, eta: 17:31:01, time: 0.488, data_time: 0.003, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8063, loss_cls: 1.7476, loss: 1.7476, grad_norm: 5.4518 2021-02-11 00:03:12,890 - mmaction - INFO - Epoch [16][2880/3757] lr: 1.000e-02, eta: 17:30:50, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8266, loss_cls: 1.6738, loss: 1.6738, grad_norm: 5.3038 2021-02-11 00:03:20,883 - mmaction - INFO - Epoch [16][2900/3757] lr: 1.000e-02, eta: 17:30:36, time: 0.401, data_time: 0.003, memory: 7076, top1_acc: 0.5578, top5_acc: 0.8164, loss_cls: 1.8227, loss: 1.8227, grad_norm: 5.4576 2021-02-11 00:03:30,435 - mmaction - INFO - Epoch [16][2920/3757] lr: 1.000e-02, eta: 17:30:26, time: 0.476, data_time: 0.040, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7537, loss: 1.7537, grad_norm: 5.3520 2021-02-11 00:03:38,036 - mmaction - INFO - Epoch [16][2940/3757] lr: 1.000e-02, eta: 17:30:12, time: 0.382, data_time: 0.015, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8266, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.3364 2021-02-11 00:03:47,246 - mmaction - INFO - Epoch [16][2960/3757] lr: 1.000e-02, eta: 17:30:00, time: 0.460, data_time: 0.023, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8086, loss_cls: 1.7623, loss: 1.7623, grad_norm: 5.4167 2021-02-11 00:03:55,831 - mmaction - INFO - Epoch [16][2980/3757] lr: 1.000e-02, eta: 17:29:48, time: 0.427, data_time: 0.001, memory: 7076, top1_acc: 0.5492, top5_acc: 0.8008, loss_cls: 1.8357, loss: 1.8357, grad_norm: 5.2859 2021-02-11 00:04:05,117 - mmaction - INFO - Epoch [16][3000/3757] lr: 1.000e-02, eta: 17:29:37, time: 0.467, data_time: 0.004, memory: 7076, top1_acc: 0.6008, top5_acc: 0.8234, loss_cls: 1.6476, loss: 1.6476, grad_norm: 4.9088 2021-02-11 00:04:13,844 - mmaction - INFO - Epoch [16][3020/3757] lr: 1.000e-02, eta: 17:29:25, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8156, loss_cls: 1.7174, loss: 1.7174, grad_norm: 5.1914 2021-02-11 00:04:22,197 - mmaction - INFO - Epoch [16][3040/3757] lr: 1.000e-02, eta: 17:29:12, time: 0.418, data_time: 0.004, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8023, loss_cls: 1.7779, loss: 1.7779, grad_norm: 5.4484 2021-02-11 00:04:30,704 - mmaction - INFO - Epoch [16][3060/3757] lr: 1.000e-02, eta: 17:28:59, time: 0.424, data_time: 0.001, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8086, loss_cls: 1.7339, loss: 1.7339, grad_norm: 5.2515 2021-02-11 00:04:39,272 - mmaction - INFO - Epoch [16][3080/3757] lr: 1.000e-02, eta: 17:28:47, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8195, loss_cls: 1.6708, loss: 1.6708, grad_norm: 5.3041 2021-02-11 00:04:48,565 - mmaction - INFO - Epoch [16][3100/3757] lr: 1.000e-02, eta: 17:28:36, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8211, loss_cls: 1.7001, loss: 1.7001, grad_norm: 5.3483 2021-02-11 00:04:58,073 - mmaction - INFO - Epoch [16][3120/3757] lr: 1.000e-02, eta: 17:28:26, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7759, loss: 1.7759, grad_norm: 5.1908 2021-02-11 00:05:06,657 - mmaction - INFO - Epoch [16][3140/3757] lr: 1.000e-02, eta: 17:28:13, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6825, loss: 1.6825, grad_norm: 5.1437 2021-02-11 00:05:16,015 - mmaction - INFO - Epoch [16][3160/3757] lr: 1.000e-02, eta: 17:28:02, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7083, loss: 1.7083, grad_norm: 5.1968 2021-02-11 00:05:25,343 - mmaction - INFO - Epoch [16][3180/3757] lr: 1.000e-02, eta: 17:27:52, time: 0.468, data_time: 0.003, memory: 7076, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.6820, loss: 1.6820, grad_norm: 5.0591 2021-02-11 00:05:33,922 - mmaction - INFO - Epoch [16][3200/3757] lr: 1.000e-02, eta: 17:27:39, time: 0.425, data_time: 0.001, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8117, loss_cls: 1.7678, loss: 1.7678, grad_norm: 5.4659 2021-02-11 00:05:44,112 - mmaction - INFO - Epoch [16][3220/3757] lr: 1.000e-02, eta: 17:27:30, time: 0.512, data_time: 0.006, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7734, loss_cls: 1.9078, loss: 1.9078, grad_norm: 5.4823 2021-02-11 00:05:52,061 - mmaction - INFO - Epoch [16][3240/3757] lr: 1.000e-02, eta: 17:27:16, time: 0.395, data_time: 0.007, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8133, loss_cls: 1.7330, loss: 1.7330, grad_norm: 5.2686 2021-02-11 00:06:02,274 - mmaction - INFO - Epoch [16][3260/3757] lr: 1.000e-02, eta: 17:27:07, time: 0.514, data_time: 0.005, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.6918, loss: 1.6918, grad_norm: 5.0622 2021-02-11 00:06:10,747 - mmaction - INFO - Epoch [16][3280/3757] lr: 1.000e-02, eta: 17:26:55, time: 0.420, data_time: 0.002, memory: 7076, top1_acc: 0.5820, top5_acc: 0.7953, loss_cls: 1.7608, loss: 1.7608, grad_norm: 5.1724 2021-02-11 00:06:18,765 - mmaction - INFO - Epoch [16][3300/3757] lr: 1.000e-02, eta: 17:26:41, time: 0.405, data_time: 0.006, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8016, loss_cls: 1.7572, loss: 1.7572, grad_norm: 5.1244 2021-02-11 00:06:27,934 - mmaction - INFO - Epoch [16][3320/3757] lr: 1.000e-02, eta: 17:26:30, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8063, loss_cls: 1.7324, loss: 1.7324, grad_norm: 5.3379 2021-02-11 00:06:36,721 - mmaction - INFO - Epoch [16][3340/3757] lr: 1.000e-02, eta: 17:26:18, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8242, loss_cls: 1.6987, loss: 1.6987, grad_norm: 5.2707 2021-02-11 00:06:46,252 - mmaction - INFO - Epoch [16][3360/3757] lr: 1.000e-02, eta: 17:26:08, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.5578, top5_acc: 0.8055, loss_cls: 1.7740, loss: 1.7740, grad_norm: 5.4149 2021-02-11 00:06:55,075 - mmaction - INFO - Epoch [16][3380/3757] lr: 1.000e-02, eta: 17:25:56, time: 0.441, data_time: 0.004, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8187, loss_cls: 1.7253, loss: 1.7253, grad_norm: 5.1729 2021-02-11 00:07:03,604 - mmaction - INFO - Epoch [16][3400/3757] lr: 1.000e-02, eta: 17:25:43, time: 0.427, data_time: 0.003, memory: 7076, top1_acc: 0.5625, top5_acc: 0.7992, loss_cls: 1.8206, loss: 1.8206, grad_norm: 5.2952 2021-02-11 00:07:12,663 - mmaction - INFO - Epoch [16][3420/3757] lr: 1.000e-02, eta: 17:25:32, time: 0.454, data_time: 0.007, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8320, loss_cls: 1.6672, loss: 1.6672, grad_norm: 5.4404 2021-02-11 00:07:20,990 - mmaction - INFO - Epoch [16][3440/3757] lr: 1.000e-02, eta: 17:25:19, time: 0.417, data_time: 0.027, memory: 7076, top1_acc: 0.5336, top5_acc: 0.8070, loss_cls: 1.8286, loss: 1.8286, grad_norm: 5.4936 2021-02-11 00:07:28,915 - mmaction - INFO - Epoch [16][3460/3757] lr: 1.000e-02, eta: 17:25:05, time: 0.395, data_time: 0.001, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8172, loss_cls: 1.7378, loss: 1.7378, grad_norm: 5.1770 2021-02-11 00:07:37,647 - mmaction - INFO - Epoch [16][3480/3757] lr: 1.000e-02, eta: 17:24:53, time: 0.437, data_time: 0.016, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8117, loss_cls: 1.7579, loss: 1.7579, grad_norm: 5.2963 2021-02-11 00:07:47,223 - mmaction - INFO - Epoch [16][3500/3757] lr: 1.000e-02, eta: 17:24:43, time: 0.478, data_time: 0.002, memory: 7076, top1_acc: 0.5523, top5_acc: 0.8023, loss_cls: 1.7628, loss: 1.7628, grad_norm: 5.4710 2021-02-11 00:07:56,192 - mmaction - INFO - Epoch [16][3520/3757] lr: 1.000e-02, eta: 17:24:31, time: 0.446, data_time: 0.041, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8148, loss_cls: 1.7991, loss: 1.7991, grad_norm: 5.3680 2021-02-11 00:08:05,440 - mmaction - INFO - Epoch [16][3540/3757] lr: 1.000e-02, eta: 17:24:20, time: 0.466, data_time: 0.004, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8070, loss_cls: 1.7571, loss: 1.7571, grad_norm: 5.2502 2021-02-11 00:08:13,682 - mmaction - INFO - Epoch [16][3560/3757] lr: 1.000e-02, eta: 17:24:07, time: 0.410, data_time: 0.032, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.1320 2021-02-11 00:08:23,311 - mmaction - INFO - Epoch [16][3580/3757] lr: 1.000e-02, eta: 17:23:57, time: 0.482, data_time: 0.042, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8203, loss_cls: 1.7427, loss: 1.7427, grad_norm: 5.3018 2021-02-11 00:08:33,537 - mmaction - INFO - Epoch [16][3600/3757] lr: 1.000e-02, eta: 17:23:48, time: 0.510, data_time: 0.061, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8055, loss_cls: 1.7670, loss: 1.7670, grad_norm: 5.1098 2021-02-11 00:08:42,212 - mmaction - INFO - Epoch [16][3620/3757] lr: 1.000e-02, eta: 17:23:36, time: 0.435, data_time: 0.005, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8031, loss_cls: 1.8122, loss: 1.8122, grad_norm: 5.3985 2021-02-11 00:08:49,511 - mmaction - INFO - Epoch [16][3640/3757] lr: 1.000e-02, eta: 17:23:21, time: 0.366, data_time: 0.002, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8008, loss_cls: 1.7841, loss: 1.7841, grad_norm: 5.1411 2021-02-11 00:08:58,729 - mmaction - INFO - Epoch [16][3660/3757] lr: 1.000e-02, eta: 17:23:10, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8117, loss_cls: 1.7475, loss: 1.7475, grad_norm: 5.1592 2021-02-11 00:09:08,613 - mmaction - INFO - Epoch [16][3680/3757] lr: 1.000e-02, eta: 17:23:00, time: 0.494, data_time: 0.022, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8164, loss_cls: 1.7111, loss: 1.7111, grad_norm: 5.2449 2021-02-11 00:09:17,317 - mmaction - INFO - Epoch [16][3700/3757] lr: 1.000e-02, eta: 17:22:48, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.5531, top5_acc: 0.7914, loss_cls: 1.8084, loss: 1.8084, grad_norm: 5.3379 2021-02-11 00:09:26,692 - mmaction - INFO - Epoch [16][3720/3757] lr: 1.000e-02, eta: 17:22:38, time: 0.469, data_time: 0.065, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8086, loss_cls: 1.7956, loss: 1.7956, grad_norm: 5.1474 2021-02-11 00:09:35,030 - mmaction - INFO - Epoch [16][3740/3757] lr: 1.000e-02, eta: 17:22:25, time: 0.418, data_time: 0.047, memory: 7076, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6968, loss: 1.6968, grad_norm: 5.0640 2021-02-11 00:12:58,562 - mmaction - INFO - Epoch [17][20/3757] lr: 1.000e-02, eta: 17:27:55, time: 9.097, data_time: 8.656, memory: 7076, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6500, loss: 1.6500, grad_norm: 5.1249 2021-02-11 00:13:07,656 - mmaction - INFO - Epoch [17][40/3757] lr: 1.000e-02, eta: 17:27:43, time: 0.459, data_time: 0.023, memory: 7076, top1_acc: 0.6109, top5_acc: 0.8227, loss_cls: 1.5738, loss: 1.5738, grad_norm: 5.0052 2021-02-11 00:13:17,122 - mmaction - INFO - Epoch [17][60/3757] lr: 1.000e-02, eta: 17:27:32, time: 0.463, data_time: 0.004, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8156, loss_cls: 1.6622, loss: 1.6622, grad_norm: 5.1887 2021-02-11 00:13:25,055 - mmaction - INFO - Epoch [17][80/3757] lr: 1.000e-02, eta: 17:27:19, time: 0.407, data_time: 0.015, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8172, loss_cls: 1.7084, loss: 1.7084, grad_norm: 5.3557 2021-02-11 00:13:34,769 - mmaction - INFO - Epoch [17][100/3757] lr: 1.000e-02, eta: 17:27:08, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.5992, top5_acc: 0.8453, loss_cls: 1.6102, loss: 1.6102, grad_norm: 5.0968 2021-02-11 00:13:43,269 - mmaction - INFO - Epoch [17][120/3757] lr: 1.000e-02, eta: 17:26:56, time: 0.425, data_time: 0.028, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8180, loss_cls: 1.6691, loss: 1.6691, grad_norm: 5.1347 2021-02-11 00:13:52,353 - mmaction - INFO - Epoch [17][140/3757] lr: 1.000e-02, eta: 17:26:44, time: 0.454, data_time: 0.059, memory: 7076, top1_acc: 0.6047, top5_acc: 0.8227, loss_cls: 1.6420, loss: 1.6420, grad_norm: 5.1725 2021-02-11 00:14:00,925 - mmaction - INFO - Epoch [17][160/3757] lr: 1.000e-02, eta: 17:26:32, time: 0.431, data_time: 0.013, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8156, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.2597 2021-02-11 00:14:10,106 - mmaction - INFO - Epoch [17][180/3757] lr: 1.000e-02, eta: 17:26:21, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8258, loss_cls: 1.6971, loss: 1.6971, grad_norm: 5.1453 2021-02-11 00:14:19,878 - mmaction - INFO - Epoch [17][200/3757] lr: 1.000e-02, eta: 17:26:10, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8211, loss_cls: 1.5931, loss: 1.5931, grad_norm: 5.2013 2021-02-11 00:14:28,784 - mmaction - INFO - Epoch [17][220/3757] lr: 1.000e-02, eta: 17:25:59, time: 0.453, data_time: 0.009, memory: 7076, top1_acc: 0.6227, top5_acc: 0.8398, loss_cls: 1.5370, loss: 1.5370, grad_norm: 5.1807 2021-02-11 00:14:38,079 - mmaction - INFO - Epoch [17][240/3757] lr: 1.000e-02, eta: 17:25:48, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8180, loss_cls: 1.6796, loss: 1.6796, grad_norm: 5.3849 2021-02-11 00:14:46,371 - mmaction - INFO - Epoch [17][260/3757] lr: 1.000e-02, eta: 17:25:35, time: 0.415, data_time: 0.002, memory: 7076, top1_acc: 0.5930, top5_acc: 0.7992, loss_cls: 1.7919, loss: 1.7919, grad_norm: 5.4848 2021-02-11 00:14:55,707 - mmaction - INFO - Epoch [17][280/3757] lr: 1.000e-02, eta: 17:25:24, time: 0.465, data_time: 0.048, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8117, loss_cls: 1.6995, loss: 1.6995, grad_norm: 5.2460 2021-02-11 00:15:03,645 - mmaction - INFO - Epoch [17][300/3757] lr: 1.000e-02, eta: 17:25:10, time: 0.397, data_time: 0.002, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8258, loss_cls: 1.7111, loss: 1.7111, grad_norm: 5.2261 2021-02-11 00:15:13,182 - mmaction - INFO - Epoch [17][320/3757] lr: 1.000e-02, eta: 17:24:59, time: 0.478, data_time: 0.023, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8203, loss_cls: 1.6893, loss: 1.6893, grad_norm: 5.2706 2021-02-11 00:15:22,163 - mmaction - INFO - Epoch [17][340/3757] lr: 1.000e-02, eta: 17:24:48, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.0887 2021-02-11 00:15:30,833 - mmaction - INFO - Epoch [17][360/3757] lr: 1.000e-02, eta: 17:24:35, time: 0.432, data_time: 0.004, memory: 7076, top1_acc: 0.6047, top5_acc: 0.8406, loss_cls: 1.6024, loss: 1.6024, grad_norm: 5.0862 2021-02-11 00:15:38,951 - mmaction - INFO - Epoch [17][380/3757] lr: 1.000e-02, eta: 17:24:22, time: 0.409, data_time: 0.036, memory: 7076, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.6467, loss: 1.6467, grad_norm: 5.3388 2021-02-11 00:15:49,516 - mmaction - INFO - Epoch [17][400/3757] lr: 1.000e-02, eta: 17:24:14, time: 0.527, data_time: 0.010, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8187, loss_cls: 1.6785, loss: 1.6785, grad_norm: 5.1806 2021-02-11 00:15:58,341 - mmaction - INFO - Epoch [17][420/3757] lr: 1.000e-02, eta: 17:24:02, time: 0.441, data_time: 0.005, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.6790, loss: 1.6790, grad_norm: 5.3874 2021-02-11 00:16:07,031 - mmaction - INFO - Epoch [17][440/3757] lr: 1.000e-02, eta: 17:23:49, time: 0.434, data_time: 0.003, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8164, loss_cls: 1.7344, loss: 1.7344, grad_norm: 5.3887 2021-02-11 00:16:15,629 - mmaction - INFO - Epoch [17][460/3757] lr: 1.000e-02, eta: 17:23:37, time: 0.432, data_time: 0.037, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8352, loss_cls: 1.6635, loss: 1.6635, grad_norm: 5.2839 2021-02-11 00:16:25,849 - mmaction - INFO - Epoch [17][480/3757] lr: 1.000e-02, eta: 17:23:28, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8203, loss_cls: 1.7140, loss: 1.7140, grad_norm: 5.3251 2021-02-11 00:16:35,193 - mmaction - INFO - Epoch [17][500/3757] lr: 1.000e-02, eta: 17:23:17, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.6203, top5_acc: 0.8203, loss_cls: 1.5972, loss: 1.5972, grad_norm: 5.1573 2021-02-11 00:16:43,205 - mmaction - INFO - Epoch [17][520/3757] lr: 1.000e-02, eta: 17:23:03, time: 0.410, data_time: 0.012, memory: 7076, top1_acc: 0.6055, top5_acc: 0.8219, loss_cls: 1.6271, loss: 1.6271, grad_norm: 5.1674 2021-02-11 00:16:53,900 - mmaction - INFO - Epoch [17][540/3757] lr: 1.000e-02, eta: 17:22:55, time: 0.535, data_time: 0.004, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8242, loss_cls: 1.6319, loss: 1.6319, grad_norm: 5.1377 2021-02-11 00:17:01,364 - mmaction - INFO - Epoch [17][560/3757] lr: 1.000e-02, eta: 17:22:41, time: 0.375, data_time: 0.003, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6605, loss: 1.6605, grad_norm: 5.2841 2021-02-11 00:17:10,263 - mmaction - INFO - Epoch [17][580/3757] lr: 1.000e-02, eta: 17:22:29, time: 0.445, data_time: 0.055, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7459, loss: 1.7459, grad_norm: 5.4954 2021-02-11 00:17:20,282 - mmaction - INFO - Epoch [17][600/3757] lr: 1.000e-02, eta: 17:22:19, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8016, loss_cls: 1.8028, loss: 1.8028, grad_norm: 5.5971 2021-02-11 00:17:29,132 - mmaction - INFO - Epoch [17][620/3757] lr: 1.000e-02, eta: 17:22:07, time: 0.443, data_time: 0.003, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8156, loss_cls: 1.7326, loss: 1.7326, grad_norm: 5.3216 2021-02-11 00:17:39,300 - mmaction - INFO - Epoch [17][640/3757] lr: 1.000e-02, eta: 17:21:58, time: 0.506, data_time: 0.002, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7786, loss: 1.7786, grad_norm: 5.4309 2021-02-11 00:17:48,485 - mmaction - INFO - Epoch [17][660/3757] lr: 1.000e-02, eta: 17:21:47, time: 0.462, data_time: 0.005, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8359, loss_cls: 1.6461, loss: 1.6461, grad_norm: 5.2231 2021-02-11 00:17:58,168 - mmaction - INFO - Epoch [17][680/3757] lr: 1.000e-02, eta: 17:21:37, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8125, loss_cls: 1.7120, loss: 1.7120, grad_norm: 5.3734 2021-02-11 00:18:07,146 - mmaction - INFO - Epoch [17][700/3757] lr: 1.000e-02, eta: 17:21:25, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.5727, top5_acc: 0.7961, loss_cls: 1.7776, loss: 1.7776, grad_norm: 5.3529 2021-02-11 00:18:16,328 - mmaction - INFO - Epoch [17][720/3757] lr: 1.000e-02, eta: 17:21:14, time: 0.462, data_time: 0.006, memory: 7076, top1_acc: 0.6242, top5_acc: 0.8336, loss_cls: 1.5845, loss: 1.5845, grad_norm: 5.3075 2021-02-11 00:18:25,094 - mmaction - INFO - Epoch [17][740/3757] lr: 1.000e-02, eta: 17:21:02, time: 0.439, data_time: 0.036, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8086, loss_cls: 1.7759, loss: 1.7759, grad_norm: 5.3205 2021-02-11 00:18:34,690 - mmaction - INFO - Epoch [17][760/3757] lr: 1.000e-02, eta: 17:20:52, time: 0.480, data_time: 0.003, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8086, loss_cls: 1.7452, loss: 1.7452, grad_norm: 5.3305 2021-02-11 00:18:42,454 - mmaction - INFO - Epoch [17][780/3757] lr: 1.000e-02, eta: 17:20:37, time: 0.389, data_time: 0.001, memory: 7076, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.6648, loss: 1.6648, grad_norm: 5.1245 2021-02-11 00:18:52,659 - mmaction - INFO - Epoch [17][800/3757] lr: 1.000e-02, eta: 17:20:28, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8352, loss_cls: 1.6643, loss: 1.6643, grad_norm: 5.2530 2021-02-11 00:18:59,972 - mmaction - INFO - Epoch [17][820/3757] lr: 1.000e-02, eta: 17:20:13, time: 0.366, data_time: 0.003, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.7198, loss: 1.7198, grad_norm: 5.4276 2021-02-11 00:19:09,192 - mmaction - INFO - Epoch [17][840/3757] lr: 1.000e-02, eta: 17:20:02, time: 0.458, data_time: 0.001, memory: 7076, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.7142, loss: 1.7142, grad_norm: 5.3604 2021-02-11 00:19:17,982 - mmaction - INFO - Epoch [17][860/3757] lr: 1.000e-02, eta: 17:19:50, time: 0.441, data_time: 0.004, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8289, loss_cls: 1.6547, loss: 1.6547, grad_norm: 5.2297 2021-02-11 00:19:26,973 - mmaction - INFO - Epoch [17][880/3757] lr: 1.000e-02, eta: 17:19:39, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8055, loss_cls: 1.7558, loss: 1.7558, grad_norm: 5.2617 2021-02-11 00:19:35,955 - mmaction - INFO - Epoch [17][900/3757] lr: 1.000e-02, eta: 17:19:27, time: 0.451, data_time: 0.005, memory: 7076, top1_acc: 0.6078, top5_acc: 0.8242, loss_cls: 1.6557, loss: 1.6557, grad_norm: 5.1644 2021-02-11 00:19:44,706 - mmaction - INFO - Epoch [17][920/3757] lr: 1.000e-02, eta: 17:19:15, time: 0.438, data_time: 0.002, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8258, loss_cls: 1.6488, loss: 1.6488, grad_norm: 5.2211 2021-02-11 00:19:54,376 - mmaction - INFO - Epoch [17][940/3757] lr: 1.000e-02, eta: 17:19:04, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8359, loss_cls: 1.6703, loss: 1.6703, grad_norm: 5.1977 2021-02-11 00:20:02,460 - mmaction - INFO - Epoch [17][960/3757] lr: 1.000e-02, eta: 17:18:51, time: 0.411, data_time: 0.008, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8164, loss_cls: 1.6581, loss: 1.6581, grad_norm: 5.2982 2021-02-11 00:20:12,634 - mmaction - INFO - Epoch [17][980/3757] lr: 1.000e-02, eta: 17:18:42, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7419, loss: 1.7419, grad_norm: 5.3950 2021-02-11 00:20:20,633 - mmaction - INFO - Epoch [17][1000/3757] lr: 1.000e-02, eta: 17:18:28, time: 0.406, data_time: 0.008, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8195, loss_cls: 1.7318, loss: 1.7318, grad_norm: 5.3402 2021-02-11 00:20:29,458 - mmaction - INFO - Epoch [17][1020/3757] lr: 1.000e-02, eta: 17:18:16, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7843, loss: 1.7843, grad_norm: 5.3503 2021-02-11 00:20:37,956 - mmaction - INFO - Epoch [17][1040/3757] lr: 1.000e-02, eta: 17:18:04, time: 0.428, data_time: 0.005, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8211, loss_cls: 1.6691, loss: 1.6691, grad_norm: 5.1660 2021-02-11 00:20:47,529 - mmaction - INFO - Epoch [17][1060/3757] lr: 1.000e-02, eta: 17:17:54, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.5687, top5_acc: 0.7883, loss_cls: 1.8212, loss: 1.8212, grad_norm: 5.5939 2021-02-11 00:20:56,697 - mmaction - INFO - Epoch [17][1080/3757] lr: 1.000e-02, eta: 17:17:42, time: 0.459, data_time: 0.003, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8039, loss_cls: 1.7246, loss: 1.7246, grad_norm: 5.2828 2021-02-11 00:21:05,140 - mmaction - INFO - Epoch [17][1100/3757] lr: 1.000e-02, eta: 17:17:30, time: 0.424, data_time: 0.003, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8359, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.0291 2021-02-11 00:21:13,552 - mmaction - INFO - Epoch [17][1120/3757] lr: 1.000e-02, eta: 17:17:17, time: 0.420, data_time: 0.001, memory: 7076, top1_acc: 0.5820, top5_acc: 0.7977, loss_cls: 1.7641, loss: 1.7641, grad_norm: 5.2360 2021-02-11 00:21:22,759 - mmaction - INFO - Epoch [17][1140/3757] lr: 1.000e-02, eta: 17:17:06, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8156, loss_cls: 1.6958, loss: 1.6958, grad_norm: 5.2161 2021-02-11 00:21:31,126 - mmaction - INFO - Epoch [17][1160/3757] lr: 1.000e-02, eta: 17:16:53, time: 0.422, data_time: 0.006, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7142, loss: 1.7142, grad_norm: 5.2377 2021-02-11 00:21:39,993 - mmaction - INFO - Epoch [17][1180/3757] lr: 1.000e-02, eta: 17:16:41, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.6425, loss: 1.6425, grad_norm: 5.1726 2021-02-11 00:21:49,796 - mmaction - INFO - Epoch [17][1200/3757] lr: 1.000e-02, eta: 17:16:31, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7891, loss_cls: 1.8322, loss: 1.8322, grad_norm: 5.6003 2021-02-11 00:21:59,039 - mmaction - INFO - Epoch [17][1220/3757] lr: 1.000e-02, eta: 17:16:20, time: 0.462, data_time: 0.035, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8203, loss_cls: 1.6905, loss: 1.6905, grad_norm: 5.2863 2021-02-11 00:22:07,424 - mmaction - INFO - Epoch [17][1240/3757] lr: 1.000e-02, eta: 17:16:07, time: 0.419, data_time: 0.037, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7992, loss_cls: 1.7940, loss: 1.7940, grad_norm: 5.4255 2021-02-11 00:22:16,864 - mmaction - INFO - Epoch [17][1260/3757] lr: 1.000e-02, eta: 17:15:57, time: 0.468, data_time: 0.041, memory: 7076, top1_acc: 0.6258, top5_acc: 0.8398, loss_cls: 1.5390, loss: 1.5390, grad_norm: 5.1289 2021-02-11 00:22:25,528 - mmaction - INFO - Epoch [17][1280/3757] lr: 1.000e-02, eta: 17:15:44, time: 0.435, data_time: 0.005, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8063, loss_cls: 1.7468, loss: 1.7468, grad_norm: 5.2537 2021-02-11 00:22:33,925 - mmaction - INFO - Epoch [17][1300/3757] lr: 1.000e-02, eta: 17:15:32, time: 0.421, data_time: 0.003, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8055, loss_cls: 1.7783, loss: 1.7783, grad_norm: 5.4450 2021-02-11 00:22:44,337 - mmaction - INFO - Epoch [17][1320/3757] lr: 1.000e-02, eta: 17:15:23, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8031, loss_cls: 1.7167, loss: 1.7167, grad_norm: 5.3206 2021-02-11 00:22:52,194 - mmaction - INFO - Epoch [17][1340/3757] lr: 1.000e-02, eta: 17:15:09, time: 0.399, data_time: 0.008, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8313, loss_cls: 1.6566, loss: 1.6566, grad_norm: 5.1295 2021-02-11 00:23:00,455 - mmaction - INFO - Epoch [17][1360/3757] lr: 1.000e-02, eta: 17:14:56, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8203, loss_cls: 1.7029, loss: 1.7029, grad_norm: 5.3500 2021-02-11 00:23:09,330 - mmaction - INFO - Epoch [17][1380/3757] lr: 1.000e-02, eta: 17:14:44, time: 0.431, data_time: 0.005, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7535, loss: 1.7535, grad_norm: 5.4588 2021-02-11 00:23:18,655 - mmaction - INFO - Epoch [17][1400/3757] lr: 1.000e-02, eta: 17:14:33, time: 0.473, data_time: 0.015, memory: 7076, top1_acc: 0.5437, top5_acc: 0.8031, loss_cls: 1.8325, loss: 1.8325, grad_norm: 5.3788 2021-02-11 00:23:27,551 - mmaction - INFO - Epoch [17][1420/3757] lr: 1.000e-02, eta: 17:14:22, time: 0.449, data_time: 0.008, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6608, loss: 1.6608, grad_norm: 5.0503 2021-02-11 00:23:36,866 - mmaction - INFO - Epoch [17][1440/3757] lr: 1.000e-02, eta: 17:14:11, time: 0.467, data_time: 0.010, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7423, loss: 1.7423, grad_norm: 5.3201 2021-02-11 00:23:45,275 - mmaction - INFO - Epoch [17][1460/3757] lr: 1.000e-02, eta: 17:13:58, time: 0.420, data_time: 0.002, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8063, loss_cls: 1.7115, loss: 1.7115, grad_norm: 5.4119 2021-02-11 00:23:53,748 - mmaction - INFO - Epoch [17][1480/3757] lr: 1.000e-02, eta: 17:13:46, time: 0.422, data_time: 0.023, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8102, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.2586 2021-02-11 00:24:02,690 - mmaction - INFO - Epoch [17][1500/3757] lr: 1.000e-02, eta: 17:13:34, time: 0.449, data_time: 0.004, memory: 7076, top1_acc: 0.6008, top5_acc: 0.8320, loss_cls: 1.6279, loss: 1.6279, grad_norm: 5.2388 2021-02-11 00:24:11,751 - mmaction - INFO - Epoch [17][1520/3757] lr: 1.000e-02, eta: 17:13:23, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.7428, loss: 1.7428, grad_norm: 5.2859 2021-02-11 00:24:19,980 - mmaction - INFO - Epoch [17][1540/3757] lr: 1.000e-02, eta: 17:13:09, time: 0.412, data_time: 0.002, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8258, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.3433 2021-02-11 00:24:28,585 - mmaction - INFO - Epoch [17][1560/3757] lr: 1.000e-02, eta: 17:12:57, time: 0.429, data_time: 0.002, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8195, loss_cls: 1.6700, loss: 1.6700, grad_norm: 5.3927 2021-02-11 00:24:37,488 - mmaction - INFO - Epoch [17][1580/3757] lr: 1.000e-02, eta: 17:12:45, time: 0.446, data_time: 0.056, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.7433, loss: 1.7433, grad_norm: 5.3024 2021-02-11 00:24:46,332 - mmaction - INFO - Epoch [17][1600/3757] lr: 1.000e-02, eta: 17:12:34, time: 0.440, data_time: 0.006, memory: 7076, top1_acc: 0.6039, top5_acc: 0.8266, loss_cls: 1.6180, loss: 1.6180, grad_norm: 5.2756 2021-02-11 00:24:55,177 - mmaction - INFO - Epoch [17][1620/3757] lr: 1.000e-02, eta: 17:12:22, time: 0.445, data_time: 0.005, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8297, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.3429 2021-02-11 00:25:04,714 - mmaction - INFO - Epoch [17][1640/3757] lr: 1.000e-02, eta: 17:12:11, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8180, loss_cls: 1.7208, loss: 1.7208, grad_norm: 5.1358 2021-02-11 00:25:14,043 - mmaction - INFO - Epoch [17][1660/3757] lr: 1.000e-02, eta: 17:12:00, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.5719, top5_acc: 0.7836, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.1793 2021-02-11 00:25:22,214 - mmaction - INFO - Epoch [17][1680/3757] lr: 1.000e-02, eta: 17:11:47, time: 0.412, data_time: 0.026, memory: 7076, top1_acc: 0.5992, top5_acc: 0.8234, loss_cls: 1.6296, loss: 1.6296, grad_norm: 5.0002 2021-02-11 00:25:31,115 - mmaction - INFO - Epoch [17][1700/3757] lr: 1.000e-02, eta: 17:11:36, time: 0.445, data_time: 0.073, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8164, loss_cls: 1.6675, loss: 1.6675, grad_norm: 5.4040 2021-02-11 00:25:39,899 - mmaction - INFO - Epoch [17][1720/3757] lr: 1.000e-02, eta: 17:11:24, time: 0.439, data_time: 0.001, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8273, loss_cls: 1.7003, loss: 1.7003, grad_norm: 5.3702 2021-02-11 00:25:48,355 - mmaction - INFO - Epoch [17][1740/3757] lr: 1.000e-02, eta: 17:11:11, time: 0.421, data_time: 0.002, memory: 7076, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.8234, loss: 1.8234, grad_norm: 5.3722 2021-02-11 00:25:59,269 - mmaction - INFO - Epoch [17][1760/3757] lr: 1.000e-02, eta: 17:11:04, time: 0.547, data_time: 0.003, memory: 7076, top1_acc: 0.5703, top5_acc: 0.7891, loss_cls: 1.7888, loss: 1.7888, grad_norm: 5.3243 2021-02-11 00:26:07,373 - mmaction - INFO - Epoch [17][1780/3757] lr: 1.000e-02, eta: 17:10:50, time: 0.404, data_time: 0.002, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8023, loss_cls: 1.7730, loss: 1.7730, grad_norm: 5.3304 2021-02-11 00:26:18,702 - mmaction - INFO - Epoch [17][1800/3757] lr: 1.000e-02, eta: 17:10:43, time: 0.567, data_time: 0.002, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.7050, loss: 1.7050, grad_norm: 5.2911 2021-02-11 00:26:26,459 - mmaction - INFO - Epoch [17][1820/3757] lr: 1.000e-02, eta: 17:10:29, time: 0.386, data_time: 0.004, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7937, loss_cls: 1.8040, loss: 1.8040, grad_norm: 5.5392 2021-02-11 00:26:36,326 - mmaction - INFO - Epoch [17][1840/3757] lr: 1.000e-02, eta: 17:10:20, time: 0.494, data_time: 0.005, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.7338, loss: 1.7338, grad_norm: 5.3087 2021-02-11 00:26:44,449 - mmaction - INFO - Epoch [17][1860/3757] lr: 1.000e-02, eta: 17:10:06, time: 0.407, data_time: 0.005, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7992, loss_cls: 1.8223, loss: 1.8223, grad_norm: 5.4390 2021-02-11 00:26:54,885 - mmaction - INFO - Epoch [17][1880/3757] lr: 1.000e-02, eta: 17:09:58, time: 0.524, data_time: 0.004, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8148, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.1980 2021-02-11 00:27:02,756 - mmaction - INFO - Epoch [17][1900/3757] lr: 1.000e-02, eta: 17:09:44, time: 0.394, data_time: 0.002, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8023, loss_cls: 1.7605, loss: 1.7605, grad_norm: 5.2350 2021-02-11 00:27:11,080 - mmaction - INFO - Epoch [17][1920/3757] lr: 1.000e-02, eta: 17:09:31, time: 0.416, data_time: 0.002, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8164, loss_cls: 1.7468, loss: 1.7468, grad_norm: 5.2160 2021-02-11 00:27:20,241 - mmaction - INFO - Epoch [17][1940/3757] lr: 1.000e-02, eta: 17:09:20, time: 0.457, data_time: 0.003, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8180, loss_cls: 1.6879, loss: 1.6879, grad_norm: 5.3421 2021-02-11 00:27:28,907 - mmaction - INFO - Epoch [17][1960/3757] lr: 1.000e-02, eta: 17:09:08, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.5672, top5_acc: 0.7937, loss_cls: 1.8478, loss: 1.8478, grad_norm: 5.4499 2021-02-11 00:27:38,890 - mmaction - INFO - Epoch [17][1980/3757] lr: 1.000e-02, eta: 17:08:58, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7639, loss: 1.7639, grad_norm: 5.5012 2021-02-11 00:27:47,414 - mmaction - INFO - Epoch [17][2000/3757] lr: 1.000e-02, eta: 17:08:46, time: 0.426, data_time: 0.002, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8117, loss_cls: 1.8120, loss: 1.8120, grad_norm: 5.5077 2021-02-11 00:27:56,641 - mmaction - INFO - Epoch [17][2020/3757] lr: 1.000e-02, eta: 17:08:35, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8273, loss_cls: 1.6500, loss: 1.6500, grad_norm: 5.2769 2021-02-11 00:28:05,405 - mmaction - INFO - Epoch [17][2040/3757] lr: 1.000e-02, eta: 17:08:23, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.6047, top5_acc: 0.8305, loss_cls: 1.6523, loss: 1.6523, grad_norm: 5.2610 2021-02-11 00:28:15,710 - mmaction - INFO - Epoch [17][2060/3757] lr: 1.000e-02, eta: 17:08:14, time: 0.518, data_time: 0.022, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8133, loss_cls: 1.7738, loss: 1.7738, grad_norm: 5.4401 2021-02-11 00:28:24,308 - mmaction - INFO - Epoch [17][2080/3757] lr: 1.000e-02, eta: 17:08:01, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8195, loss_cls: 1.6755, loss: 1.6755, grad_norm: 5.1677 2021-02-11 00:28:31,557 - mmaction - INFO - Epoch [17][2100/3757] lr: 1.000e-02, eta: 17:07:47, time: 0.374, data_time: 0.017, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8109, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.1022 2021-02-11 00:28:40,868 - mmaction - INFO - Epoch [17][2120/3757] lr: 1.000e-02, eta: 17:07:36, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8273, loss_cls: 1.7170, loss: 1.7170, grad_norm: 5.3145 2021-02-11 00:28:49,690 - mmaction - INFO - Epoch [17][2140/3757] lr: 1.000e-02, eta: 17:07:24, time: 0.440, data_time: 0.005, memory: 7076, top1_acc: 0.5484, top5_acc: 0.7977, loss_cls: 1.8752, loss: 1.8752, grad_norm: 5.5676 2021-02-11 00:28:58,683 - mmaction - INFO - Epoch [17][2160/3757] lr: 1.000e-02, eta: 17:07:13, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.5578, top5_acc: 0.8016, loss_cls: 1.8188, loss: 1.8188, grad_norm: 5.3395 2021-02-11 00:29:07,055 - mmaction - INFO - Epoch [17][2180/3757] lr: 1.000e-02, eta: 17:07:00, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8086, loss_cls: 1.7017, loss: 1.7017, grad_norm: 5.2178 2021-02-11 00:29:16,231 - mmaction - INFO - Epoch [17][2200/3757] lr: 1.000e-02, eta: 17:06:49, time: 0.459, data_time: 0.086, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8125, loss_cls: 1.7378, loss: 1.7378, grad_norm: 5.2852 2021-02-11 00:29:25,042 - mmaction - INFO - Epoch [17][2220/3757] lr: 1.000e-02, eta: 17:06:37, time: 0.440, data_time: 0.013, memory: 7076, top1_acc: 0.5594, top5_acc: 0.7953, loss_cls: 1.8243, loss: 1.8243, grad_norm: 5.3344 2021-02-11 00:29:35,354 - mmaction - INFO - Epoch [17][2240/3757] lr: 1.000e-02, eta: 17:06:28, time: 0.516, data_time: 0.004, memory: 7076, top1_acc: 0.5805, top5_acc: 0.7961, loss_cls: 1.8089, loss: 1.8089, grad_norm: 5.1903 2021-02-11 00:29:42,872 - mmaction - INFO - Epoch [17][2260/3757] lr: 1.000e-02, eta: 17:06:14, time: 0.373, data_time: 0.003, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8328, loss_cls: 1.6351, loss: 1.6351, grad_norm: 5.0819 2021-02-11 00:29:51,154 - mmaction - INFO - Epoch [17][2280/3757] lr: 1.000e-02, eta: 17:06:01, time: 0.417, data_time: 0.005, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8086, loss_cls: 1.7386, loss: 1.7386, grad_norm: 5.2751 2021-02-11 00:30:01,718 - mmaction - INFO - Epoch [17][2300/3757] lr: 1.000e-02, eta: 17:05:52, time: 0.523, data_time: 0.005, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8148, loss_cls: 1.7197, loss: 1.7197, grad_norm: 5.2064 2021-02-11 00:30:10,174 - mmaction - INFO - Epoch [17][2320/3757] lr: 1.000e-02, eta: 17:05:40, time: 0.428, data_time: 0.070, memory: 7076, top1_acc: 0.5719, top5_acc: 0.7945, loss_cls: 1.8192, loss: 1.8192, grad_norm: 5.4057 2021-02-11 00:30:19,448 - mmaction - INFO - Epoch [17][2340/3757] lr: 1.000e-02, eta: 17:05:29, time: 0.464, data_time: 0.015, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8266, loss_cls: 1.6569, loss: 1.6569, grad_norm: 5.2703 2021-02-11 00:30:27,374 - mmaction - INFO - Epoch [17][2360/3757] lr: 1.000e-02, eta: 17:05:16, time: 0.395, data_time: 0.001, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8242, loss_cls: 1.6942, loss: 1.6942, grad_norm: 5.2779 2021-02-11 00:30:38,918 - mmaction - INFO - Epoch [17][2380/3757] lr: 1.000e-02, eta: 17:05:09, time: 0.578, data_time: 0.057, memory: 7076, top1_acc: 0.5617, top5_acc: 0.7969, loss_cls: 1.7734, loss: 1.7734, grad_norm: 5.2454 2021-02-11 00:30:47,219 - mmaction - INFO - Epoch [17][2400/3757] lr: 1.000e-02, eta: 17:04:56, time: 0.415, data_time: 0.024, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6776, loss: 1.6776, grad_norm: 5.1145 2021-02-11 00:30:57,413 - mmaction - INFO - Epoch [17][2420/3757] lr: 1.000e-02, eta: 17:04:47, time: 0.507, data_time: 0.044, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7194, loss: 1.7194, grad_norm: 5.3907 2021-02-11 00:31:05,768 - mmaction - INFO - Epoch [17][2440/3757] lr: 1.000e-02, eta: 17:04:34, time: 0.408, data_time: 0.015, memory: 7076, top1_acc: 0.5617, top5_acc: 0.8094, loss_cls: 1.7792, loss: 1.7792, grad_norm: 5.3640 2021-02-11 00:31:15,667 - mmaction - INFO - Epoch [17][2460/3757] lr: 1.000e-02, eta: 17:04:25, time: 0.507, data_time: 0.020, memory: 7076, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.6199, loss: 1.6199, grad_norm: 5.0280 2021-02-11 00:31:23,360 - mmaction - INFO - Epoch [17][2480/3757] lr: 1.000e-02, eta: 17:04:11, time: 0.377, data_time: 0.003, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8148, loss_cls: 1.7470, loss: 1.7470, grad_norm: 5.3155 2021-02-11 00:31:34,430 - mmaction - INFO - Epoch [17][2500/3757] lr: 1.000e-02, eta: 17:04:04, time: 0.561, data_time: 0.010, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8117, loss_cls: 1.7090, loss: 1.7090, grad_norm: 5.3265 2021-02-11 00:31:41,823 - mmaction - INFO - Epoch [17][2520/3757] lr: 1.000e-02, eta: 17:03:49, time: 0.370, data_time: 0.002, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8070, loss_cls: 1.7531, loss: 1.7531, grad_norm: 5.4119 2021-02-11 00:31:50,673 - mmaction - INFO - Epoch [17][2540/3757] lr: 1.000e-02, eta: 17:03:37, time: 0.440, data_time: 0.002, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8094, loss_cls: 1.7563, loss: 1.7563, grad_norm: 5.4568 2021-02-11 00:31:59,175 - mmaction - INFO - Epoch [17][2560/3757] lr: 1.000e-02, eta: 17:03:25, time: 0.427, data_time: 0.018, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8055, loss_cls: 1.7450, loss: 1.7450, grad_norm: 5.2649 2021-02-11 00:32:08,375 - mmaction - INFO - Epoch [17][2580/3757] lr: 1.000e-02, eta: 17:03:14, time: 0.459, data_time: 0.035, memory: 7076, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.7577, loss: 1.7577, grad_norm: 5.1767 2021-02-11 00:32:16,989 - mmaction - INFO - Epoch [17][2600/3757] lr: 1.000e-02, eta: 17:03:02, time: 0.432, data_time: 0.069, memory: 7076, top1_acc: 0.5984, top5_acc: 0.8227, loss_cls: 1.7014, loss: 1.7014, grad_norm: 5.2190 2021-02-11 00:32:25,974 - mmaction - INFO - Epoch [17][2620/3757] lr: 1.000e-02, eta: 17:02:50, time: 0.449, data_time: 0.034, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7852, loss_cls: 1.8237, loss: 1.8237, grad_norm: 5.5606 2021-02-11 00:32:35,003 - mmaction - INFO - Epoch [17][2640/3757] lr: 1.000e-02, eta: 17:02:39, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8117, loss_cls: 1.7809, loss: 1.7809, grad_norm: 5.3935 2021-02-11 00:32:43,623 - mmaction - INFO - Epoch [17][2660/3757] lr: 1.000e-02, eta: 17:02:27, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8211, loss_cls: 1.6690, loss: 1.6690, grad_norm: 5.1102 2021-02-11 00:32:52,165 - mmaction - INFO - Epoch [17][2680/3757] lr: 1.000e-02, eta: 17:02:14, time: 0.429, data_time: 0.065, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8328, loss_cls: 1.6954, loss: 1.6954, grad_norm: 5.2731 2021-02-11 00:33:00,610 - mmaction - INFO - Epoch [17][2700/3757] lr: 1.000e-02, eta: 17:02:02, time: 0.422, data_time: 0.046, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8141, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.3904 2021-02-11 00:33:09,572 - mmaction - INFO - Epoch [17][2720/3757] lr: 1.000e-02, eta: 17:01:50, time: 0.448, data_time: 0.044, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8219, loss_cls: 1.7569, loss: 1.7569, grad_norm: 5.3483 2021-02-11 00:33:18,397 - mmaction - INFO - Epoch [17][2740/3757] lr: 1.000e-02, eta: 17:01:38, time: 0.440, data_time: 0.004, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8180, loss_cls: 1.7220, loss: 1.7220, grad_norm: 5.2175 2021-02-11 00:33:26,859 - mmaction - INFO - Epoch [17][2760/3757] lr: 1.000e-02, eta: 17:01:26, time: 0.425, data_time: 0.003, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8055, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.4291 2021-02-11 00:33:35,791 - mmaction - INFO - Epoch [17][2780/3757] lr: 1.000e-02, eta: 17:01:14, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.2254 2021-02-11 00:33:44,369 - mmaction - INFO - Epoch [17][2800/3757] lr: 1.000e-02, eta: 17:01:02, time: 0.429, data_time: 0.005, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8133, loss_cls: 1.7483, loss: 1.7483, grad_norm: 5.3170 2021-02-11 00:33:53,639 - mmaction - INFO - Epoch [17][2820/3757] lr: 1.000e-02, eta: 17:00:51, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8234, loss_cls: 1.6318, loss: 1.6318, grad_norm: 5.1094 2021-02-11 00:34:01,776 - mmaction - INFO - Epoch [17][2840/3757] lr: 1.000e-02, eta: 17:00:38, time: 0.408, data_time: 0.002, memory: 7076, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6275, loss: 1.6275, grad_norm: 4.9913 2021-02-11 00:34:11,209 - mmaction - INFO - Epoch [17][2860/3757] lr: 1.000e-02, eta: 17:00:28, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7170, loss: 1.7170, grad_norm: 5.1907 2021-02-11 00:34:19,663 - mmaction - INFO - Epoch [17][2880/3757] lr: 1.000e-02, eta: 17:00:15, time: 0.423, data_time: 0.001, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8031, loss_cls: 1.8149, loss: 1.8149, grad_norm: 5.3331 2021-02-11 00:34:28,596 - mmaction - INFO - Epoch [17][2900/3757] lr: 1.000e-02, eta: 17:00:04, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8141, loss_cls: 1.7313, loss: 1.7313, grad_norm: 5.2497 2021-02-11 00:34:37,217 - mmaction - INFO - Epoch [17][2920/3757] lr: 1.000e-02, eta: 16:59:51, time: 0.432, data_time: 0.004, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8320, loss_cls: 1.6940, loss: 1.6940, grad_norm: 5.4179 2021-02-11 00:34:46,037 - mmaction - INFO - Epoch [17][2940/3757] lr: 1.000e-02, eta: 16:59:40, time: 0.441, data_time: 0.002, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8102, loss_cls: 1.6876, loss: 1.6876, grad_norm: 5.3966 2021-02-11 00:34:55,513 - mmaction - INFO - Epoch [17][2960/3757] lr: 1.000e-02, eta: 16:59:29, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8117, loss_cls: 1.7313, loss: 1.7313, grad_norm: 5.3409 2021-02-11 00:35:03,463 - mmaction - INFO - Epoch [17][2980/3757] lr: 1.000e-02, eta: 16:59:16, time: 0.394, data_time: 0.001, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8055, loss_cls: 1.7219, loss: 1.7219, grad_norm: 5.3551 2021-02-11 00:35:12,104 - mmaction - INFO - Epoch [17][3000/3757] lr: 1.000e-02, eta: 16:59:04, time: 0.435, data_time: 0.027, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8180, loss_cls: 1.7071, loss: 1.7071, grad_norm: 5.4051 2021-02-11 00:35:21,278 - mmaction - INFO - Epoch [17][3020/3757] lr: 1.000e-02, eta: 16:58:53, time: 0.459, data_time: 0.004, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8102, loss_cls: 1.7387, loss: 1.7387, grad_norm: 5.3983 2021-02-11 00:35:30,656 - mmaction - INFO - Epoch [17][3040/3757] lr: 1.000e-02, eta: 16:58:42, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8180, loss_cls: 1.6904, loss: 1.6904, grad_norm: 5.3369 2021-02-11 00:35:38,918 - mmaction - INFO - Epoch [17][3060/3757] lr: 1.000e-02, eta: 16:58:29, time: 0.414, data_time: 0.002, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8141, loss_cls: 1.7314, loss: 1.7314, grad_norm: 5.3209 2021-02-11 00:35:47,721 - mmaction - INFO - Epoch [17][3080/3757] lr: 1.000e-02, eta: 16:58:17, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.7217, loss: 1.7217, grad_norm: 5.3344 2021-02-11 00:35:57,232 - mmaction - INFO - Epoch [17][3100/3757] lr: 1.000e-02, eta: 16:58:07, time: 0.475, data_time: 0.003, memory: 7076, top1_acc: 0.5805, top5_acc: 0.7867, loss_cls: 1.8346, loss: 1.8346, grad_norm: 5.4023 2021-02-11 00:36:05,527 - mmaction - INFO - Epoch [17][3120/3757] lr: 1.000e-02, eta: 16:57:54, time: 0.415, data_time: 0.003, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8109, loss_cls: 1.7216, loss: 1.7216, grad_norm: 5.1967 2021-02-11 00:36:14,359 - mmaction - INFO - Epoch [17][3140/3757] lr: 1.000e-02, eta: 16:57:43, time: 0.443, data_time: 0.003, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8039, loss_cls: 1.7741, loss: 1.7741, grad_norm: 5.3616 2021-02-11 00:36:21,939 - mmaction - INFO - Epoch [17][3160/3757] lr: 1.000e-02, eta: 16:57:28, time: 0.379, data_time: 0.002, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7401, loss: 1.7401, grad_norm: 5.4572 2021-02-11 00:36:31,100 - mmaction - INFO - Epoch [17][3180/3757] lr: 1.000e-02, eta: 16:57:17, time: 0.458, data_time: 0.001, memory: 7076, top1_acc: 0.5523, top5_acc: 0.7914, loss_cls: 1.8472, loss: 1.8472, grad_norm: 5.2754 2021-02-11 00:36:40,043 - mmaction - INFO - Epoch [17][3200/3757] lr: 1.000e-02, eta: 16:57:06, time: 0.446, data_time: 0.006, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7969, loss_cls: 1.8556, loss: 1.8556, grad_norm: 5.5741 2021-02-11 00:36:49,004 - mmaction - INFO - Epoch [17][3220/3757] lr: 1.000e-02, eta: 16:56:54, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.3635 2021-02-11 00:37:00,088 - mmaction - INFO - Epoch [17][3240/3757] lr: 1.000e-02, eta: 16:56:47, time: 0.552, data_time: 0.002, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8117, loss_cls: 1.7553, loss: 1.7553, grad_norm: 5.1109 2021-02-11 00:37:08,566 - mmaction - INFO - Epoch [17][3260/3757] lr: 1.000e-02, eta: 16:56:35, time: 0.427, data_time: 0.005, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8047, loss_cls: 1.7595, loss: 1.7595, grad_norm: 5.2723 2021-02-11 00:37:17,198 - mmaction - INFO - Epoch [17][3280/3757] lr: 1.000e-02, eta: 16:56:23, time: 0.431, data_time: 0.001, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8266, loss_cls: 1.6957, loss: 1.6957, grad_norm: 5.3558 2021-02-11 00:37:27,697 - mmaction - INFO - Epoch [17][3300/3757] lr: 1.000e-02, eta: 16:56:12, time: 0.472, data_time: 0.003, memory: 7076, top1_acc: 0.5773, top5_acc: 0.7914, loss_cls: 1.7975, loss: 1.7975, grad_norm: 5.1181 2021-02-11 00:37:36,065 - mmaction - INFO - Epoch [17][3320/3757] lr: 1.000e-02, eta: 16:56:02, time: 0.472, data_time: 0.055, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.6696, loss: 1.6696, grad_norm: 5.2230 2021-02-11 00:37:44,883 - mmaction - INFO - Epoch [17][3340/3757] lr: 1.000e-02, eta: 16:55:50, time: 0.441, data_time: 0.001, memory: 7076, top1_acc: 0.6062, top5_acc: 0.8117, loss_cls: 1.6884, loss: 1.6884, grad_norm: 5.0854 2021-02-11 00:37:55,894 - mmaction - INFO - Epoch [17][3360/3757] lr: 1.000e-02, eta: 16:55:42, time: 0.551, data_time: 0.001, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8258, loss_cls: 1.7346, loss: 1.7346, grad_norm: 5.1953 2021-02-11 00:38:03,568 - mmaction - INFO - Epoch [17][3380/3757] lr: 1.000e-02, eta: 16:55:28, time: 0.377, data_time: 0.013, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.7051, loss: 1.7051, grad_norm: 5.2884 2021-02-11 00:38:14,399 - mmaction - INFO - Epoch [17][3400/3757] lr: 1.000e-02, eta: 16:55:21, time: 0.549, data_time: 0.008, memory: 7076, top1_acc: 0.5437, top5_acc: 0.7867, loss_cls: 1.8637, loss: 1.8637, grad_norm: 5.6076 2021-02-11 00:38:21,529 - mmaction - INFO - Epoch [17][3420/3757] lr: 1.000e-02, eta: 16:55:06, time: 0.357, data_time: 0.001, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8141, loss_cls: 1.6768, loss: 1.6768, grad_norm: 5.1769 2021-02-11 00:38:30,868 - mmaction - INFO - Epoch [17][3440/3757] lr: 1.000e-02, eta: 16:54:55, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.5484, top5_acc: 0.8078, loss_cls: 1.8508, loss: 1.8508, grad_norm: 5.6024 2021-02-11 00:38:38,708 - mmaction - INFO - Epoch [17][3460/3757] lr: 1.000e-02, eta: 16:54:41, time: 0.392, data_time: 0.004, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7914, loss_cls: 1.9085, loss: 1.9085, grad_norm: 5.3551 2021-02-11 00:38:48,102 - mmaction - INFO - Epoch [17][3480/3757] lr: 1.000e-02, eta: 16:54:31, time: 0.470, data_time: 0.049, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8109, loss_cls: 1.7070, loss: 1.7070, grad_norm: 5.4107 2021-02-11 00:38:55,925 - mmaction - INFO - Epoch [17][3500/3757] lr: 1.000e-02, eta: 16:54:17, time: 0.391, data_time: 0.032, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8266, loss_cls: 1.7311, loss: 1.7311, grad_norm: 5.1576 2021-02-11 00:39:05,485 - mmaction - INFO - Epoch [17][3520/3757] lr: 1.000e-02, eta: 16:54:07, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8133, loss_cls: 1.7267, loss: 1.7267, grad_norm: 5.2988 2021-02-11 00:39:14,701 - mmaction - INFO - Epoch [17][3540/3757] lr: 1.000e-02, eta: 16:53:56, time: 0.462, data_time: 0.003, memory: 7076, top1_acc: 0.5555, top5_acc: 0.7875, loss_cls: 1.8421, loss: 1.8421, grad_norm: 5.3713 2021-02-11 00:39:22,103 - mmaction - INFO - Epoch [17][3560/3757] lr: 1.000e-02, eta: 16:53:41, time: 0.371, data_time: 0.001, memory: 7076, top1_acc: 0.5992, top5_acc: 0.8094, loss_cls: 1.7371, loss: 1.7371, grad_norm: 5.2268 2021-02-11 00:39:31,256 - mmaction - INFO - Epoch [17][3580/3757] lr: 1.000e-02, eta: 16:53:30, time: 0.453, data_time: 0.051, memory: 7076, top1_acc: 0.5680, top5_acc: 0.7906, loss_cls: 1.8192, loss: 1.8192, grad_norm: 5.3065 2021-02-11 00:39:39,324 - mmaction - INFO - Epoch [17][3600/3757] lr: 1.000e-02, eta: 16:53:17, time: 0.408, data_time: 0.027, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8109, loss_cls: 1.7220, loss: 1.7220, grad_norm: 5.2166 2021-02-11 00:39:48,176 - mmaction - INFO - Epoch [17][3620/3757] lr: 1.000e-02, eta: 16:53:06, time: 0.442, data_time: 0.008, memory: 7076, top1_acc: 0.5586, top5_acc: 0.8031, loss_cls: 1.7828, loss: 1.7828, grad_norm: 5.1994 2021-02-11 00:39:58,156 - mmaction - INFO - Epoch [17][3640/3757] lr: 1.000e-02, eta: 16:52:56, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.6188, top5_acc: 0.8320, loss_cls: 1.5980, loss: 1.5980, grad_norm: 5.0423 2021-02-11 00:40:06,080 - mmaction - INFO - Epoch [17][3660/3757] lr: 1.000e-02, eta: 16:52:43, time: 0.397, data_time: 0.003, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8141, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.1487 2021-02-11 00:40:15,250 - mmaction - INFO - Epoch [17][3680/3757] lr: 1.000e-02, eta: 16:52:32, time: 0.459, data_time: 0.021, memory: 7076, top1_acc: 0.6164, top5_acc: 0.8219, loss_cls: 1.6412, loss: 1.6412, grad_norm: 5.1181 2021-02-11 00:40:24,997 - mmaction - INFO - Epoch [17][3700/3757] lr: 1.000e-02, eta: 16:52:22, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.6966, loss: 1.6966, grad_norm: 5.2243 2021-02-11 00:40:32,521 - mmaction - INFO - Epoch [17][3720/3757] lr: 1.000e-02, eta: 16:52:08, time: 0.376, data_time: 0.003, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8242, loss_cls: 1.6750, loss: 1.6750, grad_norm: 5.2878 2021-02-11 00:40:42,128 - mmaction - INFO - Epoch [17][3740/3757] lr: 1.000e-02, eta: 16:51:57, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8211, loss_cls: 1.6789, loss: 1.6789, grad_norm: 5.3225 2021-02-11 00:43:48,435 - mmaction - INFO - Epoch [18][20/3757] lr: 1.000e-02, eta: 16:56:32, time: 8.439, data_time: 7.978, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8094, loss_cls: 1.6761, loss: 1.6761, grad_norm: 5.1159 2021-02-11 00:43:57,026 - mmaction - INFO - Epoch [18][40/3757] lr: 1.000e-02, eta: 16:56:19, time: 0.430, data_time: 0.012, memory: 7076, top1_acc: 0.6117, top5_acc: 0.8305, loss_cls: 1.6051, loss: 1.6051, grad_norm: 4.9860 2021-02-11 00:44:06,180 - mmaction - INFO - Epoch [18][60/3757] lr: 1.000e-02, eta: 16:56:08, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8195, loss_cls: 1.6844, loss: 1.6844, grad_norm: 5.3547 2021-02-11 00:44:15,443 - mmaction - INFO - Epoch [18][80/3757] lr: 1.000e-02, eta: 16:55:57, time: 0.465, data_time: 0.005, memory: 7076, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.8103, loss: 1.8103, grad_norm: 5.4038 2021-02-11 00:44:23,674 - mmaction - INFO - Epoch [18][100/3757] lr: 1.000e-02, eta: 16:55:44, time: 0.411, data_time: 0.001, memory: 7076, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.5334, loss: 1.5334, grad_norm: 4.8942 2021-02-11 00:44:31,830 - mmaction - INFO - Epoch [18][120/3757] lr: 1.000e-02, eta: 16:55:31, time: 0.407, data_time: 0.010, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8219, loss_cls: 1.6953, loss: 1.6953, grad_norm: 5.3020 2021-02-11 00:44:40,327 - mmaction - INFO - Epoch [18][140/3757] lr: 1.000e-02, eta: 16:55:19, time: 0.425, data_time: 0.037, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8242, loss_cls: 1.6502, loss: 1.6502, grad_norm: 5.2541 2021-02-11 00:44:49,197 - mmaction - INFO - Epoch [18][160/3757] lr: 1.000e-02, eta: 16:55:07, time: 0.441, data_time: 0.009, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8336, loss_cls: 1.6428, loss: 1.6428, grad_norm: 5.1874 2021-02-11 00:44:58,038 - mmaction - INFO - Epoch [18][180/3757] lr: 1.000e-02, eta: 16:54:55, time: 0.444, data_time: 0.004, memory: 7076, top1_acc: 0.6094, top5_acc: 0.8242, loss_cls: 1.6340, loss: 1.6340, grad_norm: 5.3613 2021-02-11 00:45:06,074 - mmaction - INFO - Epoch [18][200/3757] lr: 1.000e-02, eta: 16:54:42, time: 0.400, data_time: 0.002, memory: 7076, top1_acc: 0.6055, top5_acc: 0.8273, loss_cls: 1.6097, loss: 1.6097, grad_norm: 5.2934 2021-02-11 00:45:18,048 - mmaction - INFO - Epoch [18][220/3757] lr: 1.000e-02, eta: 16:54:36, time: 0.599, data_time: 0.005, memory: 7076, top1_acc: 0.6102, top5_acc: 0.8352, loss_cls: 1.5935, loss: 1.5935, grad_norm: 5.3913 2021-02-11 00:45:26,130 - mmaction - INFO - Epoch [18][240/3757] lr: 1.000e-02, eta: 16:54:23, time: 0.400, data_time: 0.004, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.6902, loss: 1.6902, grad_norm: 5.2960 2021-02-11 00:45:35,191 - mmaction - INFO - Epoch [18][260/3757] lr: 1.000e-02, eta: 16:54:12, time: 0.459, data_time: 0.021, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8352, loss_cls: 1.6596, loss: 1.6596, grad_norm: 5.3440 2021-02-11 00:45:43,540 - mmaction - INFO - Epoch [18][280/3757] lr: 1.000e-02, eta: 16:53:59, time: 0.413, data_time: 0.001, memory: 7076, top1_acc: 0.6102, top5_acc: 0.8469, loss_cls: 1.5825, loss: 1.5825, grad_norm: 5.3353 2021-02-11 00:45:51,986 - mmaction - INFO - Epoch [18][300/3757] lr: 1.000e-02, eta: 16:53:46, time: 0.425, data_time: 0.007, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8086, loss_cls: 1.6997, loss: 1.6997, grad_norm: 5.3308 2021-02-11 00:46:00,600 - mmaction - INFO - Epoch [18][320/3757] lr: 1.000e-02, eta: 16:53:34, time: 0.431, data_time: 0.004, memory: 7076, top1_acc: 0.6305, top5_acc: 0.8445, loss_cls: 1.5253, loss: 1.5253, grad_norm: 5.1253 2021-02-11 00:46:09,247 - mmaction - INFO - Epoch [18][340/3757] lr: 1.000e-02, eta: 16:53:22, time: 0.432, data_time: 0.018, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8266, loss_cls: 1.6375, loss: 1.6375, grad_norm: 5.2590 2021-02-11 00:46:17,921 - mmaction - INFO - Epoch [18][360/3757] lr: 1.000e-02, eta: 16:53:10, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8195, loss_cls: 1.6537, loss: 1.6537, grad_norm: 5.2664 2021-02-11 00:46:27,983 - mmaction - INFO - Epoch [18][380/3757] lr: 1.000e-02, eta: 16:53:01, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.7038, loss: 1.7038, grad_norm: 5.2765 2021-02-11 00:46:35,750 - mmaction - INFO - Epoch [18][400/3757] lr: 1.000e-02, eta: 16:52:47, time: 0.389, data_time: 0.005, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8141, loss_cls: 1.6854, loss: 1.6854, grad_norm: 5.4713 2021-02-11 00:46:47,256 - mmaction - INFO - Epoch [18][420/3757] lr: 1.000e-02, eta: 16:52:40, time: 0.571, data_time: 0.095, memory: 7076, top1_acc: 0.5859, top5_acc: 0.7906, loss_cls: 1.7644, loss: 1.7644, grad_norm: 5.3838 2021-02-11 00:46:54,973 - mmaction - INFO - Epoch [18][440/3757] lr: 1.000e-02, eta: 16:52:26, time: 0.391, data_time: 0.006, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.7298, loss: 1.7298, grad_norm: 5.2406 2021-02-11 00:47:03,318 - mmaction - INFO - Epoch [18][460/3757] lr: 1.000e-02, eta: 16:52:14, time: 0.416, data_time: 0.003, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8320, loss_cls: 1.6373, loss: 1.6373, grad_norm: 5.1266 2021-02-11 00:47:12,499 - mmaction - INFO - Epoch [18][480/3757] lr: 1.000e-02, eta: 16:52:02, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8219, loss_cls: 1.6552, loss: 1.6552, grad_norm: 5.3201 2021-02-11 00:47:21,164 - mmaction - INFO - Epoch [18][500/3757] lr: 1.000e-02, eta: 16:51:50, time: 0.436, data_time: 0.005, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8320, loss_cls: 1.6147, loss: 1.6147, grad_norm: 5.2745 2021-02-11 00:47:29,840 - mmaction - INFO - Epoch [18][520/3757] lr: 1.000e-02, eta: 16:51:38, time: 0.433, data_time: 0.036, memory: 7076, top1_acc: 0.5563, top5_acc: 0.8141, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.4421 2021-02-11 00:47:39,185 - mmaction - INFO - Epoch [18][540/3757] lr: 1.000e-02, eta: 16:51:28, time: 0.468, data_time: 0.049, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8234, loss_cls: 1.6878, loss: 1.6878, grad_norm: 5.2830 2021-02-11 00:47:47,932 - mmaction - INFO - Epoch [18][560/3757] lr: 1.000e-02, eta: 16:51:16, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8250, loss_cls: 1.6692, loss: 1.6692, grad_norm: 5.3819 2021-02-11 00:47:56,787 - mmaction - INFO - Epoch [18][580/3757] lr: 1.000e-02, eta: 16:51:04, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.6055, top5_acc: 0.8289, loss_cls: 1.6123, loss: 1.6123, grad_norm: 5.1135 2021-02-11 00:48:05,498 - mmaction - INFO - Epoch [18][600/3757] lr: 1.000e-02, eta: 16:50:52, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8109, loss_cls: 1.6811, loss: 1.6811, grad_norm: 5.2413 2021-02-11 00:48:16,075 - mmaction - INFO - Epoch [18][620/3757] lr: 1.000e-02, eta: 16:50:44, time: 0.530, data_time: 0.004, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8258, loss_cls: 1.6966, loss: 1.6966, grad_norm: 5.1854 2021-02-11 00:48:24,782 - mmaction - INFO - Epoch [18][640/3757] lr: 1.000e-02, eta: 16:50:32, time: 0.433, data_time: 0.001, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8234, loss_cls: 1.6696, loss: 1.6696, grad_norm: 5.5261 2021-02-11 00:48:32,573 - mmaction - INFO - Epoch [18][660/3757] lr: 1.000e-02, eta: 16:50:18, time: 0.391, data_time: 0.004, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.7140, loss: 1.7140, grad_norm: 5.4484 2021-02-11 00:48:41,533 - mmaction - INFO - Epoch [18][680/3757] lr: 1.000e-02, eta: 16:50:06, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.7037, loss: 1.7037, grad_norm: 5.2519 2021-02-11 00:48:50,703 - mmaction - INFO - Epoch [18][700/3757] lr: 1.000e-02, eta: 16:49:55, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.6070, top5_acc: 0.8359, loss_cls: 1.6067, loss: 1.6067, grad_norm: 5.2968 2021-02-11 00:48:59,464 - mmaction - INFO - Epoch [18][720/3757] lr: 1.000e-02, eta: 16:49:44, time: 0.441, data_time: 0.007, memory: 7076, top1_acc: 0.6055, top5_acc: 0.8289, loss_cls: 1.6602, loss: 1.6602, grad_norm: 5.5990 2021-02-11 00:49:08,910 - mmaction - INFO - Epoch [18][740/3757] lr: 1.000e-02, eta: 16:49:33, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8117, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.4066 2021-02-11 00:49:17,037 - mmaction - INFO - Epoch [18][760/3757] lr: 1.000e-02, eta: 16:49:20, time: 0.407, data_time: 0.002, memory: 7076, top1_acc: 0.5758, top5_acc: 0.8117, loss_cls: 1.7112, loss: 1.7112, grad_norm: 5.2394 2021-02-11 00:49:26,446 - mmaction - INFO - Epoch [18][780/3757] lr: 1.000e-02, eta: 16:49:09, time: 0.470, data_time: 0.002, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8187, loss_cls: 1.7292, loss: 1.7292, grad_norm: 5.3641 2021-02-11 00:49:35,769 - mmaction - INFO - Epoch [18][800/3757] lr: 1.000e-02, eta: 16:48:58, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8273, loss_cls: 1.6649, loss: 1.6649, grad_norm: 5.3241 2021-02-11 00:49:43,510 - mmaction - INFO - Epoch [18][820/3757] lr: 1.000e-02, eta: 16:48:45, time: 0.387, data_time: 0.001, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8078, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.4145 2021-02-11 00:49:52,238 - mmaction - INFO - Epoch [18][840/3757] lr: 1.000e-02, eta: 16:48:33, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8227, loss_cls: 1.6596, loss: 1.6596, grad_norm: 5.2936 2021-02-11 00:50:01,396 - mmaction - INFO - Epoch [18][860/3757] lr: 1.000e-02, eta: 16:48:22, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.6102, top5_acc: 0.8367, loss_cls: 1.5922, loss: 1.5922, grad_norm: 5.1188 2021-02-11 00:50:10,202 - mmaction - INFO - Epoch [18][880/3757] lr: 1.000e-02, eta: 16:48:10, time: 0.440, data_time: 0.062, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8039, loss_cls: 1.7194, loss: 1.7194, grad_norm: 5.4379 2021-02-11 00:50:21,262 - mmaction - INFO - Epoch [18][900/3757] lr: 1.000e-02, eta: 16:48:02, time: 0.553, data_time: 0.003, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.6638, loss: 1.6638, grad_norm: 5.2614 2021-02-11 00:50:29,622 - mmaction - INFO - Epoch [18][920/3757] lr: 1.000e-02, eta: 16:47:50, time: 0.419, data_time: 0.004, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.7599, loss: 1.7599, grad_norm: 5.2955 2021-02-11 00:50:39,286 - mmaction - INFO - Epoch [18][940/3757] lr: 1.000e-02, eta: 16:47:40, time: 0.483, data_time: 0.002, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8219, loss_cls: 1.6829, loss: 1.6829, grad_norm: 5.3115 2021-02-11 00:50:47,232 - mmaction - INFO - Epoch [18][960/3757] lr: 1.000e-02, eta: 16:47:26, time: 0.397, data_time: 0.003, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.6708, loss: 1.6708, grad_norm: 5.1829 2021-02-11 00:50:57,597 - mmaction - INFO - Epoch [18][980/3757] lr: 1.000e-02, eta: 16:47:17, time: 0.517, data_time: 0.002, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8313, loss_cls: 1.6304, loss: 1.6304, grad_norm: 5.2216 2021-02-11 00:51:04,813 - mmaction - INFO - Epoch [18][1000/3757] lr: 1.000e-02, eta: 16:47:03, time: 0.362, data_time: 0.002, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8320, loss_cls: 1.6604, loss: 1.6604, grad_norm: 5.3410 2021-02-11 00:51:15,253 - mmaction - INFO - Epoch [18][1020/3757] lr: 1.000e-02, eta: 16:46:54, time: 0.523, data_time: 0.005, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8320, loss_cls: 1.6594, loss: 1.6594, grad_norm: 5.2723 2021-02-11 00:51:22,785 - mmaction - INFO - Epoch [18][1040/3757] lr: 1.000e-02, eta: 16:46:40, time: 0.376, data_time: 0.001, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8250, loss_cls: 1.6896, loss: 1.6896, grad_norm: 5.2593 2021-02-11 00:51:31,788 - mmaction - INFO - Epoch [18][1060/3757] lr: 1.000e-02, eta: 16:46:28, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8133, loss_cls: 1.8003, loss: 1.8003, grad_norm: 5.3842 2021-02-11 00:51:41,727 - mmaction - INFO - Epoch [18][1080/3757] lr: 1.000e-02, eta: 16:46:19, time: 0.497, data_time: 0.003, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8211, loss_cls: 1.6770, loss: 1.6770, grad_norm: 5.3758 2021-02-11 00:51:50,426 - mmaction - INFO - Epoch [18][1100/3757] lr: 1.000e-02, eta: 16:46:07, time: 0.436, data_time: 0.062, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8344, loss_cls: 1.6925, loss: 1.6925, grad_norm: 5.4012 2021-02-11 00:52:00,403 - mmaction - INFO - Epoch [18][1120/3757] lr: 1.000e-02, eta: 16:45:57, time: 0.498, data_time: 0.043, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8195, loss_cls: 1.7002, loss: 1.7002, grad_norm: 5.2985 2021-02-11 00:52:08,936 - mmaction - INFO - Epoch [18][1140/3757] lr: 1.000e-02, eta: 16:45:45, time: 0.428, data_time: 0.003, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8148, loss_cls: 1.7504, loss: 1.7504, grad_norm: 5.3565 2021-02-11 00:52:17,738 - mmaction - INFO - Epoch [18][1160/3757] lr: 1.000e-02, eta: 16:45:33, time: 0.434, data_time: 0.003, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8234, loss_cls: 1.6617, loss: 1.6617, grad_norm: 5.3433 2021-02-11 00:52:26,624 - mmaction - INFO - Epoch [18][1180/3757] lr: 1.000e-02, eta: 16:45:22, time: 0.450, data_time: 0.010, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8086, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.1556 2021-02-11 00:52:36,938 - mmaction - INFO - Epoch [18][1200/3757] lr: 1.000e-02, eta: 16:45:13, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.6062, top5_acc: 0.8359, loss_cls: 1.6057, loss: 1.6057, grad_norm: 5.0335 2021-02-11 00:52:44,874 - mmaction - INFO - Epoch [18][1220/3757] lr: 1.000e-02, eta: 16:44:59, time: 0.398, data_time: 0.003, memory: 7076, top1_acc: 0.6148, top5_acc: 0.8141, loss_cls: 1.6478, loss: 1.6478, grad_norm: 5.3459 2021-02-11 00:52:53,262 - mmaction - INFO - Epoch [18][1240/3757] lr: 1.000e-02, eta: 16:44:47, time: 0.420, data_time: 0.001, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8242, loss_cls: 1.7140, loss: 1.7140, grad_norm: 5.2834 2021-02-11 00:53:03,415 - mmaction - INFO - Epoch [18][1260/3757] lr: 1.000e-02, eta: 16:44:38, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.7085, loss: 1.7085, grad_norm: 5.2044 2021-02-11 00:53:12,512 - mmaction - INFO - Epoch [18][1280/3757] lr: 1.000e-02, eta: 16:44:26, time: 0.456, data_time: 0.003, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8063, loss_cls: 1.7330, loss: 1.7330, grad_norm: 5.3135 2021-02-11 00:53:20,737 - mmaction - INFO - Epoch [18][1300/3757] lr: 1.000e-02, eta: 16:44:14, time: 0.410, data_time: 0.005, memory: 7076, top1_acc: 0.5445, top5_acc: 0.7906, loss_cls: 1.8539, loss: 1.8539, grad_norm: 5.3686 2021-02-11 00:53:30,476 - mmaction - INFO - Epoch [18][1320/3757] lr: 1.000e-02, eta: 16:44:04, time: 0.487, data_time: 0.003, memory: 7076, top1_acc: 0.5578, top5_acc: 0.8180, loss_cls: 1.7614, loss: 1.7614, grad_norm: 5.2736 2021-02-11 00:53:38,554 - mmaction - INFO - Epoch [18][1340/3757] lr: 1.000e-02, eta: 16:43:50, time: 0.404, data_time: 0.002, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8164, loss_cls: 1.7013, loss: 1.7013, grad_norm: 5.2487 2021-02-11 00:53:47,931 - mmaction - INFO - Epoch [18][1360/3757] lr: 1.000e-02, eta: 16:43:40, time: 0.470, data_time: 0.079, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8023, loss_cls: 1.7470, loss: 1.7470, grad_norm: 5.3256 2021-02-11 00:53:56,966 - mmaction - INFO - Epoch [18][1380/3757] lr: 1.000e-02, eta: 16:43:29, time: 0.452, data_time: 0.052, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8008, loss_cls: 1.7838, loss: 1.7838, grad_norm: 5.4315 2021-02-11 00:54:04,837 - mmaction - INFO - Epoch [18][1400/3757] lr: 1.000e-02, eta: 16:43:15, time: 0.393, data_time: 0.028, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6276, loss: 1.6276, grad_norm: 4.9611 2021-02-11 00:54:13,785 - mmaction - INFO - Epoch [18][1420/3757] lr: 1.000e-02, eta: 16:43:04, time: 0.447, data_time: 0.040, memory: 7076, top1_acc: 0.6117, top5_acc: 0.8297, loss_cls: 1.5900, loss: 1.5900, grad_norm: 5.0782 2021-02-11 00:54:24,638 - mmaction - INFO - Epoch [18][1440/3757] lr: 1.000e-02, eta: 16:42:56, time: 0.539, data_time: 0.003, memory: 7076, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.6313, loss: 1.6313, grad_norm: 5.3202 2021-02-11 00:54:33,992 - mmaction - INFO - Epoch [18][1460/3757] lr: 1.000e-02, eta: 16:42:45, time: 0.472, data_time: 0.007, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.6917, loss: 1.6917, grad_norm: 5.3321 2021-02-11 00:54:42,067 - mmaction - INFO - Epoch [18][1480/3757] lr: 1.000e-02, eta: 16:42:32, time: 0.403, data_time: 0.001, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8289, loss_cls: 1.6172, loss: 1.6172, grad_norm: 5.0553 2021-02-11 00:54:51,718 - mmaction - INFO - Epoch [18][1500/3757] lr: 1.000e-02, eta: 16:42:22, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8297, loss_cls: 1.6288, loss: 1.6288, grad_norm: 5.1388 2021-02-11 00:55:00,202 - mmaction - INFO - Epoch [18][1520/3757] lr: 1.000e-02, eta: 16:42:09, time: 0.425, data_time: 0.004, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8219, loss_cls: 1.7196, loss: 1.7196, grad_norm: 5.4033 2021-02-11 00:55:09,303 - mmaction - INFO - Epoch [18][1540/3757] lr: 1.000e-02, eta: 16:41:58, time: 0.454, data_time: 0.003, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8250, loss_cls: 1.6836, loss: 1.6836, grad_norm: 5.4610 2021-02-11 00:55:19,644 - mmaction - INFO - Epoch [18][1560/3757] lr: 1.000e-02, eta: 16:41:49, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.5602, top5_acc: 0.7984, loss_cls: 1.8023, loss: 1.8023, grad_norm: 5.3919 2021-02-11 00:55:27,852 - mmaction - INFO - Epoch [18][1580/3757] lr: 1.000e-02, eta: 16:41:37, time: 0.411, data_time: 0.002, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8266, loss_cls: 1.7089, loss: 1.7089, grad_norm: 5.3720 2021-02-11 00:55:39,282 - mmaction - INFO - Epoch [18][1600/3757] lr: 1.000e-02, eta: 16:41:30, time: 0.571, data_time: 0.004, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8164, loss_cls: 1.6954, loss: 1.6954, grad_norm: 5.2088 2021-02-11 00:55:47,148 - mmaction - INFO - Epoch [18][1620/3757] lr: 1.000e-02, eta: 16:41:16, time: 0.391, data_time: 0.030, memory: 7076, top1_acc: 0.6023, top5_acc: 0.8172, loss_cls: 1.6826, loss: 1.6826, grad_norm: 5.3258 2021-02-11 00:55:56,128 - mmaction - INFO - Epoch [18][1640/3757] lr: 1.000e-02, eta: 16:41:05, time: 0.453, data_time: 0.005, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.8040, loss: 1.8040, grad_norm: 5.4921 2021-02-11 00:56:04,508 - mmaction - INFO - Epoch [18][1660/3757] lr: 1.000e-02, eta: 16:40:52, time: 0.416, data_time: 0.002, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8133, loss_cls: 1.7562, loss: 1.7562, grad_norm: 5.3250 2021-02-11 00:56:13,103 - mmaction - INFO - Epoch [18][1680/3757] lr: 1.000e-02, eta: 16:40:40, time: 0.433, data_time: 0.006, memory: 7076, top1_acc: 0.5680, top5_acc: 0.7898, loss_cls: 1.8248, loss: 1.8248, grad_norm: 5.4308 2021-02-11 00:56:21,463 - mmaction - INFO - Epoch [18][1700/3757] lr: 1.000e-02, eta: 16:40:28, time: 0.417, data_time: 0.001, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8133, loss_cls: 1.7201, loss: 1.7201, grad_norm: 5.2579 2021-02-11 00:56:30,298 - mmaction - INFO - Epoch [18][1720/3757] lr: 1.000e-02, eta: 16:40:16, time: 0.440, data_time: 0.051, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8063, loss_cls: 1.7324, loss: 1.7324, grad_norm: 5.2140 2021-02-11 00:56:39,767 - mmaction - INFO - Epoch [18][1740/3757] lr: 1.000e-02, eta: 16:40:06, time: 0.475, data_time: 0.003, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8187, loss_cls: 1.7153, loss: 1.7153, grad_norm: 5.1826 2021-02-11 00:56:48,575 - mmaction - INFO - Epoch [18][1760/3757] lr: 1.000e-02, eta: 16:39:54, time: 0.440, data_time: 0.003, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8250, loss_cls: 1.6416, loss: 1.6416, grad_norm: 5.2835 2021-02-11 00:56:57,166 - mmaction - INFO - Epoch [18][1780/3757] lr: 1.000e-02, eta: 16:39:42, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8125, loss_cls: 1.7781, loss: 1.7781, grad_norm: 5.3776 2021-02-11 00:57:06,018 - mmaction - INFO - Epoch [18][1800/3757] lr: 1.000e-02, eta: 16:39:30, time: 0.438, data_time: 0.002, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8117, loss_cls: 1.7835, loss: 1.7835, grad_norm: 5.1630 2021-02-11 00:57:14,124 - mmaction - INFO - Epoch [18][1820/3757] lr: 1.000e-02, eta: 16:39:17, time: 0.409, data_time: 0.006, memory: 7076, top1_acc: 0.5711, top5_acc: 0.7961, loss_cls: 1.7577, loss: 1.7577, grad_norm: 5.2695 2021-02-11 00:57:23,064 - mmaction - INFO - Epoch [18][1840/3757] lr: 1.000e-02, eta: 16:39:06, time: 0.448, data_time: 0.011, memory: 7076, top1_acc: 0.6117, top5_acc: 0.8398, loss_cls: 1.6131, loss: 1.6131, grad_norm: 5.1116 2021-02-11 00:57:31,787 - mmaction - INFO - Epoch [18][1860/3757] lr: 1.000e-02, eta: 16:38:54, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8234, loss_cls: 1.6508, loss: 1.6508, grad_norm: 5.3543 2021-02-11 00:57:40,989 - mmaction - INFO - Epoch [18][1880/3757] lr: 1.000e-02, eta: 16:38:43, time: 0.461, data_time: 0.004, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.7323, loss: 1.7323, grad_norm: 5.3230 2021-02-11 00:57:50,128 - mmaction - INFO - Epoch [18][1900/3757] lr: 1.000e-02, eta: 16:38:32, time: 0.458, data_time: 0.003, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8133, loss_cls: 1.7482, loss: 1.7482, grad_norm: 5.3042 2021-02-11 00:57:58,542 - mmaction - INFO - Epoch [18][1920/3757] lr: 1.000e-02, eta: 16:38:20, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8094, loss_cls: 1.7663, loss: 1.7663, grad_norm: 5.4597 2021-02-11 00:58:07,627 - mmaction - INFO - Epoch [18][1940/3757] lr: 1.000e-02, eta: 16:38:08, time: 0.451, data_time: 0.089, memory: 7076, top1_acc: 0.5992, top5_acc: 0.8133, loss_cls: 1.6740, loss: 1.6740, grad_norm: 5.2881 2021-02-11 00:58:18,541 - mmaction - INFO - Epoch [18][1960/3757] lr: 1.000e-02, eta: 16:38:01, time: 0.548, data_time: 0.004, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8195, loss_cls: 1.7136, loss: 1.7136, grad_norm: 5.4172 2021-02-11 00:58:26,043 - mmaction - INFO - Epoch [18][1980/3757] lr: 1.000e-02, eta: 16:37:46, time: 0.375, data_time: 0.004, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8187, loss_cls: 1.7306, loss: 1.7306, grad_norm: 5.1560 2021-02-11 00:58:36,851 - mmaction - INFO - Epoch [18][2000/3757] lr: 1.000e-02, eta: 16:37:39, time: 0.541, data_time: 0.023, memory: 7076, top1_acc: 0.6078, top5_acc: 0.8125, loss_cls: 1.6792, loss: 1.6792, grad_norm: 5.2606 2021-02-11 00:58:44,604 - mmaction - INFO - Epoch [18][2020/3757] lr: 1.000e-02, eta: 16:37:25, time: 0.387, data_time: 0.001, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8031, loss_cls: 1.7213, loss: 1.7213, grad_norm: 5.3435 2021-02-11 00:58:53,269 - mmaction - INFO - Epoch [18][2040/3757] lr: 1.000e-02, eta: 16:37:13, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.6070, top5_acc: 0.8281, loss_cls: 1.6444, loss: 1.6444, grad_norm: 5.2532 2021-02-11 00:59:01,653 - mmaction - INFO - Epoch [18][2060/3757] lr: 1.000e-02, eta: 16:37:00, time: 0.419, data_time: 0.001, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6729, loss: 1.6729, grad_norm: 5.4583 2021-02-11 00:59:10,820 - mmaction - INFO - Epoch [18][2080/3757] lr: 1.000e-02, eta: 16:36:49, time: 0.458, data_time: 0.036, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8086, loss_cls: 1.8012, loss: 1.8012, grad_norm: 5.4433 2021-02-11 00:59:19,926 - mmaction - INFO - Epoch [18][2100/3757] lr: 1.000e-02, eta: 16:36:38, time: 0.452, data_time: 0.004, memory: 7076, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.6640, loss: 1.6640, grad_norm: 5.1881 2021-02-11 00:59:28,502 - mmaction - INFO - Epoch [18][2120/3757] lr: 1.000e-02, eta: 16:36:26, time: 0.432, data_time: 0.005, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8203, loss_cls: 1.6764, loss: 1.6764, grad_norm: 5.2716 2021-02-11 00:59:36,754 - mmaction - INFO - Epoch [18][2140/3757] lr: 1.000e-02, eta: 16:36:13, time: 0.410, data_time: 0.015, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8164, loss_cls: 1.7142, loss: 1.7142, grad_norm: 5.4232 2021-02-11 00:59:47,266 - mmaction - INFO - Epoch [18][2160/3757] lr: 1.000e-02, eta: 16:36:05, time: 0.526, data_time: 0.003, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8187, loss_cls: 1.7308, loss: 1.7308, grad_norm: 5.4290 2021-02-11 00:59:54,513 - mmaction - INFO - Epoch [18][2180/3757] lr: 1.000e-02, eta: 16:35:51, time: 0.365, data_time: 0.006, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8266, loss_cls: 1.6264, loss: 1.6264, grad_norm: 5.2093 2021-02-11 01:00:03,644 - mmaction - INFO - Epoch [18][2200/3757] lr: 1.000e-02, eta: 16:35:39, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.5609, top5_acc: 0.7922, loss_cls: 1.8041, loss: 1.8041, grad_norm: 5.5799 2021-02-11 01:00:11,976 - mmaction - INFO - Epoch [18][2220/3757] lr: 1.000e-02, eta: 16:35:27, time: 0.423, data_time: 0.009, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8164, loss_cls: 1.7150, loss: 1.7150, grad_norm: 5.3415 2021-02-11 01:00:20,931 - mmaction - INFO - Epoch [18][2240/3757] lr: 1.000e-02, eta: 16:35:15, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7961, loss_cls: 1.8324, loss: 1.8324, grad_norm: 5.3523 2021-02-11 01:00:29,149 - mmaction - INFO - Epoch [18][2260/3757] lr: 1.000e-02, eta: 16:35:03, time: 0.412, data_time: 0.006, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.6760, loss: 1.6760, grad_norm: 5.2784 2021-02-11 01:00:39,316 - mmaction - INFO - Epoch [18][2280/3757] lr: 1.000e-02, eta: 16:34:54, time: 0.510, data_time: 0.004, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8172, loss_cls: 1.7172, loss: 1.7172, grad_norm: 5.3346 2021-02-11 01:00:47,759 - mmaction - INFO - Epoch [18][2300/3757] lr: 1.000e-02, eta: 16:34:41, time: 0.421, data_time: 0.004, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8227, loss_cls: 1.6543, loss: 1.6543, grad_norm: 5.3082 2021-02-11 01:00:57,420 - mmaction - INFO - Epoch [18][2320/3757] lr: 1.000e-02, eta: 16:34:31, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8086, loss_cls: 1.7093, loss: 1.7093, grad_norm: 5.3444 2021-02-11 01:01:05,681 - mmaction - INFO - Epoch [18][2340/3757] lr: 1.000e-02, eta: 16:34:19, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8352, loss_cls: 1.6752, loss: 1.6752, grad_norm: 5.2672 2021-02-11 01:01:13,728 - mmaction - INFO - Epoch [18][2360/3757] lr: 1.000e-02, eta: 16:34:06, time: 0.404, data_time: 0.002, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8195, loss_cls: 1.6706, loss: 1.6706, grad_norm: 5.1078 2021-02-11 01:01:23,861 - mmaction - INFO - Epoch [18][2380/3757] lr: 1.000e-02, eta: 16:33:56, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8227, loss_cls: 1.7409, loss: 1.7409, grad_norm: 5.3945 2021-02-11 01:01:32,574 - mmaction - INFO - Epoch [18][2400/3757] lr: 1.000e-02, eta: 16:33:44, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8328, loss_cls: 1.6277, loss: 1.6277, grad_norm: 5.1130 2021-02-11 01:01:42,359 - mmaction - INFO - Epoch [18][2420/3757] lr: 1.000e-02, eta: 16:33:35, time: 0.488, data_time: 0.002, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8086, loss_cls: 1.7920, loss: 1.7920, grad_norm: 5.4744 2021-02-11 01:01:50,503 - mmaction - INFO - Epoch [18][2440/3757] lr: 1.000e-02, eta: 16:33:22, time: 0.407, data_time: 0.004, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8195, loss_cls: 1.7046, loss: 1.7046, grad_norm: 5.3380 2021-02-11 01:01:59,052 - mmaction - INFO - Epoch [18][2460/3757] lr: 1.000e-02, eta: 16:33:10, time: 0.428, data_time: 0.003, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8039, loss_cls: 1.7199, loss: 1.7199, grad_norm: 5.2004 2021-02-11 01:02:07,979 - mmaction - INFO - Epoch [18][2480/3757] lr: 1.000e-02, eta: 16:32:58, time: 0.447, data_time: 0.086, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8266, loss_cls: 1.6685, loss: 1.6685, grad_norm: 5.3096 2021-02-11 01:02:16,915 - mmaction - INFO - Epoch [18][2500/3757] lr: 1.000e-02, eta: 16:32:47, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.7830, loss: 1.7830, grad_norm: 5.4457 2021-02-11 01:02:25,544 - mmaction - INFO - Epoch [18][2520/3757] lr: 1.000e-02, eta: 16:32:35, time: 0.432, data_time: 0.064, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8070, loss_cls: 1.7748, loss: 1.7748, grad_norm: 5.3355 2021-02-11 01:02:33,690 - mmaction - INFO - Epoch [18][2540/3757] lr: 1.000e-02, eta: 16:32:22, time: 0.408, data_time: 0.046, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8227, loss_cls: 1.7049, loss: 1.7049, grad_norm: 5.2577 2021-02-11 01:02:43,168 - mmaction - INFO - Epoch [18][2560/3757] lr: 1.000e-02, eta: 16:32:12, time: 0.473, data_time: 0.092, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8070, loss_cls: 1.7489, loss: 1.7489, grad_norm: 5.3674 2021-02-11 01:02:51,846 - mmaction - INFO - Epoch [18][2580/3757] lr: 1.000e-02, eta: 16:32:00, time: 0.434, data_time: 0.019, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8258, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.1890 2021-02-11 01:03:01,418 - mmaction - INFO - Epoch [18][2600/3757] lr: 1.000e-02, eta: 16:31:50, time: 0.478, data_time: 0.003, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8180, loss_cls: 1.7117, loss: 1.7117, grad_norm: 5.3100 2021-02-11 01:03:10,334 - mmaction - INFO - Epoch [18][2620/3757] lr: 1.000e-02, eta: 16:31:38, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8258, loss_cls: 1.6765, loss: 1.6765, grad_norm: 5.3591 2021-02-11 01:03:19,429 - mmaction - INFO - Epoch [18][2640/3757] lr: 1.000e-02, eta: 16:31:27, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.6055, top5_acc: 0.8289, loss_cls: 1.6305, loss: 1.6305, grad_norm: 5.1619 2021-02-11 01:03:28,095 - mmaction - INFO - Epoch [18][2660/3757] lr: 1.000e-02, eta: 16:31:15, time: 0.436, data_time: 0.003, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8187, loss_cls: 1.6768, loss: 1.6768, grad_norm: 5.1454 2021-02-11 01:03:37,487 - mmaction - INFO - Epoch [18][2680/3757] lr: 1.000e-02, eta: 16:31:05, time: 0.469, data_time: 0.009, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.6851, loss: 1.6851, grad_norm: 5.3644 2021-02-11 01:03:45,986 - mmaction - INFO - Epoch [18][2700/3757] lr: 1.000e-02, eta: 16:30:52, time: 0.426, data_time: 0.004, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8195, loss_cls: 1.7068, loss: 1.7068, grad_norm: 5.3352 2021-02-11 01:03:54,379 - mmaction - INFO - Epoch [18][2720/3757] lr: 1.000e-02, eta: 16:30:40, time: 0.419, data_time: 0.006, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8133, loss_cls: 1.7725, loss: 1.7725, grad_norm: 5.4930 2021-02-11 01:04:02,286 - mmaction - INFO - Epoch [18][2740/3757] lr: 1.000e-02, eta: 16:30:27, time: 0.396, data_time: 0.022, memory: 7076, top1_acc: 0.5695, top5_acc: 0.7883, loss_cls: 1.7698, loss: 1.7698, grad_norm: 5.2795 2021-02-11 01:04:10,536 - mmaction - INFO - Epoch [18][2760/3757] lr: 1.000e-02, eta: 16:30:14, time: 0.412, data_time: 0.016, memory: 7076, top1_acc: 0.5914, top5_acc: 0.7984, loss_cls: 1.7360, loss: 1.7360, grad_norm: 5.1710 2021-02-11 01:04:18,936 - mmaction - INFO - Epoch [18][2780/3757] lr: 1.000e-02, eta: 16:30:02, time: 0.420, data_time: 0.002, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.6871, loss: 1.6871, grad_norm: 5.2764 2021-02-11 01:04:28,503 - mmaction - INFO - Epoch [18][2800/3757] lr: 1.000e-02, eta: 16:29:51, time: 0.477, data_time: 0.075, memory: 7076, top1_acc: 0.6180, top5_acc: 0.8289, loss_cls: 1.5955, loss: 1.5955, grad_norm: 4.9986 2021-02-11 01:04:37,779 - mmaction - INFO - Epoch [18][2820/3757] lr: 1.000e-02, eta: 16:29:41, time: 0.465, data_time: 0.052, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8234, loss_cls: 1.6806, loss: 1.6806, grad_norm: 5.3491 2021-02-11 01:04:45,840 - mmaction - INFO - Epoch [18][2840/3757] lr: 1.000e-02, eta: 16:29:28, time: 0.403, data_time: 0.005, memory: 7076, top1_acc: 0.5641, top5_acc: 0.8156, loss_cls: 1.7411, loss: 1.7411, grad_norm: 5.4326 2021-02-11 01:04:54,500 - mmaction - INFO - Epoch [18][2860/3757] lr: 1.000e-02, eta: 16:29:16, time: 0.433, data_time: 0.002, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8164, loss_cls: 1.6442, loss: 1.6442, grad_norm: 5.1702 2021-02-11 01:05:03,304 - mmaction - INFO - Epoch [18][2880/3757] lr: 1.000e-02, eta: 16:29:04, time: 0.440, data_time: 0.001, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.6732, loss: 1.6732, grad_norm: 5.2191 2021-02-11 01:05:12,172 - mmaction - INFO - Epoch [18][2900/3757] lr: 1.000e-02, eta: 16:28:53, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8133, loss_cls: 1.7045, loss: 1.7045, grad_norm: 5.4813 2021-02-11 01:05:20,853 - mmaction - INFO - Epoch [18][2920/3757] lr: 1.000e-02, eta: 16:28:41, time: 0.433, data_time: 0.003, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8164, loss_cls: 1.7081, loss: 1.7081, grad_norm: 5.2554 2021-02-11 01:05:29,629 - mmaction - INFO - Epoch [18][2940/3757] lr: 1.000e-02, eta: 16:28:29, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8156, loss_cls: 1.7292, loss: 1.7292, grad_norm: 5.3468 2021-02-11 01:05:37,734 - mmaction - INFO - Epoch [18][2960/3757] lr: 1.000e-02, eta: 16:28:16, time: 0.405, data_time: 0.003, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.7173, loss: 1.7173, grad_norm: 5.2502 2021-02-11 01:05:46,624 - mmaction - INFO - Epoch [18][2980/3757] lr: 1.000e-02, eta: 16:28:05, time: 0.445, data_time: 0.003, memory: 7076, top1_acc: 0.6062, top5_acc: 0.7992, loss_cls: 1.7659, loss: 1.7659, grad_norm: 5.3718 2021-02-11 01:05:54,614 - mmaction - INFO - Epoch [18][3000/3757] lr: 1.000e-02, eta: 16:27:52, time: 0.398, data_time: 0.001, memory: 7076, top1_acc: 0.6008, top5_acc: 0.8289, loss_cls: 1.6613, loss: 1.6613, grad_norm: 5.2646 2021-02-11 01:06:03,837 - mmaction - INFO - Epoch [18][3020/3757] lr: 1.000e-02, eta: 16:27:41, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8141, loss_cls: 1.7178, loss: 1.7178, grad_norm: 5.2758 2021-02-11 01:06:12,125 - mmaction - INFO - Epoch [18][3040/3757] lr: 1.000e-02, eta: 16:27:29, time: 0.418, data_time: 0.006, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8117, loss_cls: 1.7084, loss: 1.7084, grad_norm: 5.1808 2021-02-11 01:06:20,776 - mmaction - INFO - Epoch [18][3060/3757] lr: 1.000e-02, eta: 16:27:17, time: 0.431, data_time: 0.001, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8094, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.3038 2021-02-11 01:06:29,059 - mmaction - INFO - Epoch [18][3080/3757] lr: 1.000e-02, eta: 16:27:04, time: 0.415, data_time: 0.009, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8172, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.2753 2021-02-11 01:06:38,581 - mmaction - INFO - Epoch [18][3100/3757] lr: 1.000e-02, eta: 16:26:54, time: 0.476, data_time: 0.010, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8187, loss_cls: 1.7495, loss: 1.7495, grad_norm: 5.3203 2021-02-11 01:06:46,498 - mmaction - INFO - Epoch [18][3120/3757] lr: 1.000e-02, eta: 16:26:41, time: 0.396, data_time: 0.013, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8195, loss_cls: 1.6683, loss: 1.6683, grad_norm: 5.1560 2021-02-11 01:06:54,995 - mmaction - INFO - Epoch [18][3140/3757] lr: 1.000e-02, eta: 16:26:29, time: 0.425, data_time: 0.069, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8211, loss_cls: 1.7077, loss: 1.7077, grad_norm: 5.2605 2021-02-11 01:07:03,566 - mmaction - INFO - Epoch [18][3160/3757] lr: 1.000e-02, eta: 16:26:17, time: 0.429, data_time: 0.013, memory: 7076, top1_acc: 0.5586, top5_acc: 0.7969, loss_cls: 1.8125, loss: 1.8125, grad_norm: 5.2767 2021-02-11 01:07:12,490 - mmaction - INFO - Epoch [18][3180/3757] lr: 1.000e-02, eta: 16:26:05, time: 0.446, data_time: 0.007, memory: 7076, top1_acc: 0.5656, top5_acc: 0.7891, loss_cls: 1.8109, loss: 1.8109, grad_norm: 5.3420 2021-02-11 01:07:21,552 - mmaction - INFO - Epoch [18][3200/3757] lr: 1.000e-02, eta: 16:25:54, time: 0.451, data_time: 0.013, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8141, loss_cls: 1.7251, loss: 1.7251, grad_norm: 5.2063 2021-02-11 01:07:30,439 - mmaction - INFO - Epoch [18][3220/3757] lr: 1.000e-02, eta: 16:25:43, time: 0.447, data_time: 0.006, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.7119, loss: 1.7119, grad_norm: 5.0922 2021-02-11 01:07:38,893 - mmaction - INFO - Epoch [18][3240/3757] lr: 1.000e-02, eta: 16:25:30, time: 0.423, data_time: 0.001, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.7295, loss: 1.7295, grad_norm: 5.2439 2021-02-11 01:07:47,996 - mmaction - INFO - Epoch [18][3260/3757] lr: 1.000e-02, eta: 16:25:19, time: 0.455, data_time: 0.001, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8086, loss_cls: 1.7558, loss: 1.7558, grad_norm: 5.4357 2021-02-11 01:07:57,955 - mmaction - INFO - Epoch [18][3280/3757] lr: 1.000e-02, eta: 16:25:10, time: 0.498, data_time: 0.003, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7041, loss: 1.7041, grad_norm: 5.0755 2021-02-11 01:08:05,371 - mmaction - INFO - Epoch [18][3300/3757] lr: 1.000e-02, eta: 16:24:56, time: 0.371, data_time: 0.003, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6409, loss: 1.6409, grad_norm: 5.1041 2021-02-11 01:08:14,395 - mmaction - INFO - Epoch [18][3320/3757] lr: 1.000e-02, eta: 16:24:45, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.6808, loss: 1.6808, grad_norm: 5.3398 2021-02-11 01:08:24,555 - mmaction - INFO - Epoch [18][3340/3757] lr: 1.000e-02, eta: 16:24:35, time: 0.508, data_time: 0.003, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8328, loss_cls: 1.6250, loss: 1.6250, grad_norm: 5.2111 2021-02-11 01:08:32,769 - mmaction - INFO - Epoch [18][3360/3757] lr: 1.000e-02, eta: 16:24:23, time: 0.411, data_time: 0.015, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7362, loss: 1.7362, grad_norm: 5.3855 2021-02-11 01:08:41,314 - mmaction - INFO - Epoch [18][3380/3757] lr: 1.000e-02, eta: 16:24:11, time: 0.427, data_time: 0.021, memory: 7076, top1_acc: 0.5727, top5_acc: 0.7984, loss_cls: 1.7690, loss: 1.7690, grad_norm: 5.3562 2021-02-11 01:08:50,441 - mmaction - INFO - Epoch [18][3400/3757] lr: 1.000e-02, eta: 16:24:00, time: 0.456, data_time: 0.020, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8109, loss_cls: 1.6977, loss: 1.6977, grad_norm: 5.2815 2021-02-11 01:08:59,677 - mmaction - INFO - Epoch [18][3420/3757] lr: 1.000e-02, eta: 16:23:49, time: 0.463, data_time: 0.003, memory: 7076, top1_acc: 0.6000, top5_acc: 0.7914, loss_cls: 1.7116, loss: 1.7116, grad_norm: 5.2156 2021-02-11 01:09:07,600 - mmaction - INFO - Epoch [18][3440/3757] lr: 1.000e-02, eta: 16:23:36, time: 0.395, data_time: 0.001, memory: 7076, top1_acc: 0.5703, top5_acc: 0.7953, loss_cls: 1.8320, loss: 1.8320, grad_norm: 5.3140 2021-02-11 01:09:16,495 - mmaction - INFO - Epoch [18][3460/3757] lr: 1.000e-02, eta: 16:23:25, time: 0.445, data_time: 0.003, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8172, loss_cls: 1.7304, loss: 1.7304, grad_norm: 5.3487 2021-02-11 01:09:25,043 - mmaction - INFO - Epoch [18][3480/3757] lr: 1.000e-02, eta: 16:23:12, time: 0.427, data_time: 0.003, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.7135, loss: 1.7135, grad_norm: 5.3196 2021-02-11 01:09:33,611 - mmaction - INFO - Epoch [18][3500/3757] lr: 1.000e-02, eta: 16:23:01, time: 0.429, data_time: 0.002, memory: 7076, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.8059, loss: 1.8059, grad_norm: 5.5125 2021-02-11 01:09:44,088 - mmaction - INFO - Epoch [18][3520/3757] lr: 1.000e-02, eta: 16:22:52, time: 0.521, data_time: 0.009, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8156, loss_cls: 1.7182, loss: 1.7182, grad_norm: 5.3330 2021-02-11 01:09:52,498 - mmaction - INFO - Epoch [18][3540/3757] lr: 1.000e-02, eta: 16:22:40, time: 0.423, data_time: 0.004, memory: 7076, top1_acc: 0.6250, top5_acc: 0.8289, loss_cls: 1.5615, loss: 1.5615, grad_norm: 5.0089 2021-02-11 01:10:01,510 - mmaction - INFO - Epoch [18][3560/3757] lr: 1.000e-02, eta: 16:22:28, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8102, loss_cls: 1.7521, loss: 1.7521, grad_norm: 5.3691 2021-02-11 01:10:10,799 - mmaction - INFO - Epoch [18][3580/3757] lr: 1.000e-02, eta: 16:22:18, time: 0.465, data_time: 0.005, memory: 7076, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.8686, loss: 1.8686, grad_norm: 5.4299 2021-02-11 01:10:19,619 - mmaction - INFO - Epoch [18][3600/3757] lr: 1.000e-02, eta: 16:22:06, time: 0.440, data_time: 0.003, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8148, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.2187 2021-02-11 01:10:28,217 - mmaction - INFO - Epoch [18][3620/3757] lr: 1.000e-02, eta: 16:21:54, time: 0.432, data_time: 0.003, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8219, loss_cls: 1.6959, loss: 1.6959, grad_norm: 5.3107 2021-02-11 01:10:36,449 - mmaction - INFO - Epoch [18][3640/3757] lr: 1.000e-02, eta: 16:21:42, time: 0.412, data_time: 0.001, memory: 7076, top1_acc: 0.5883, top5_acc: 0.7961, loss_cls: 1.7152, loss: 1.7152, grad_norm: 5.2116 2021-02-11 01:10:45,127 - mmaction - INFO - Epoch [18][3660/3757] lr: 1.000e-02, eta: 16:21:30, time: 0.434, data_time: 0.003, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.6954, loss: 1.6954, grad_norm: 5.2613 2021-02-11 01:10:54,081 - mmaction - INFO - Epoch [18][3680/3757] lr: 1.000e-02, eta: 16:21:19, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8320, loss_cls: 1.6180, loss: 1.6180, grad_norm: 5.1189 2021-02-11 01:11:03,429 - mmaction - INFO - Epoch [18][3700/3757] lr: 1.000e-02, eta: 16:21:08, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8055, loss_cls: 1.7808, loss: 1.7808, grad_norm: 5.4094 2021-02-11 01:11:12,167 - mmaction - INFO - Epoch [18][3720/3757] lr: 1.000e-02, eta: 16:20:57, time: 0.438, data_time: 0.037, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7340, loss: 1.7340, grad_norm: 5.3108 2021-02-11 01:11:20,845 - mmaction - INFO - Epoch [18][3740/3757] lr: 1.000e-02, eta: 16:20:45, time: 0.426, data_time: 0.002, memory: 7076, top1_acc: 0.5813, top5_acc: 0.7945, loss_cls: 1.7525, loss: 1.7525, grad_norm: 5.0651 2021-02-11 01:14:28,869 - mmaction - INFO - Epoch [19][20/3757] lr: 1.000e-02, eta: 16:24:59, time: 8.580, data_time: 8.135, memory: 7076, top1_acc: 0.6070, top5_acc: 0.8438, loss_cls: 1.5578, loss: 1.5578, grad_norm: 5.0736 2021-02-11 01:14:38,447 - mmaction - INFO - Epoch [19][40/3757] lr: 1.000e-02, eta: 16:24:49, time: 0.479, data_time: 0.006, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8242, loss_cls: 1.6758, loss: 1.6758, grad_norm: 5.1902 2021-02-11 01:14:46,564 - mmaction - INFO - Epoch [19][60/3757] lr: 1.000e-02, eta: 16:24:36, time: 0.406, data_time: 0.002, memory: 7076, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5687, loss: 1.5687, grad_norm: 5.0071 2021-02-11 01:14:55,045 - mmaction - INFO - Epoch [19][80/3757] lr: 1.000e-02, eta: 16:24:24, time: 0.424, data_time: 0.002, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8336, loss_cls: 1.6549, loss: 1.6549, grad_norm: 5.2887 2021-02-11 01:15:04,594 - mmaction - INFO - Epoch [19][100/3757] lr: 1.000e-02, eta: 16:24:13, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8164, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.3101 2021-02-11 01:15:12,438 - mmaction - INFO - Epoch [19][120/3757] lr: 1.000e-02, eta: 16:24:00, time: 0.394, data_time: 0.003, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8180, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.2472 2021-02-11 01:15:21,763 - mmaction - INFO - Epoch [19][140/3757] lr: 1.000e-02, eta: 16:23:49, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.5965, loss: 1.5965, grad_norm: 5.0436 2021-02-11 01:15:30,456 - mmaction - INFO - Epoch [19][160/3757] lr: 1.000e-02, eta: 16:23:38, time: 0.435, data_time: 0.003, memory: 7076, top1_acc: 0.6117, top5_acc: 0.8266, loss_cls: 1.6092, loss: 1.6092, grad_norm: 5.2080 2021-02-11 01:15:39,648 - mmaction - INFO - Epoch [19][180/3757] lr: 1.000e-02, eta: 16:23:27, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.6125, top5_acc: 0.8258, loss_cls: 1.5789, loss: 1.5789, grad_norm: 5.0893 2021-02-11 01:15:48,879 - mmaction - INFO - Epoch [19][200/3757] lr: 1.000e-02, eta: 16:23:16, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.6164, top5_acc: 0.8305, loss_cls: 1.5802, loss: 1.5802, grad_norm: 5.1487 2021-02-11 01:15:58,676 - mmaction - INFO - Epoch [19][220/3757] lr: 1.000e-02, eta: 16:23:06, time: 0.492, data_time: 0.005, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8320, loss_cls: 1.6502, loss: 1.6502, grad_norm: 5.3364 2021-02-11 01:16:06,117 - mmaction - INFO - Epoch [19][240/3757] lr: 1.000e-02, eta: 16:22:52, time: 0.373, data_time: 0.004, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8352, loss_cls: 1.6168, loss: 1.6168, grad_norm: 5.3553 2021-02-11 01:16:15,272 - mmaction - INFO - Epoch [19][260/3757] lr: 1.000e-02, eta: 16:22:41, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8211, loss_cls: 1.6435, loss: 1.6435, grad_norm: 5.2715 2021-02-11 01:16:23,424 - mmaction - INFO - Epoch [19][280/3757] lr: 1.000e-02, eta: 16:22:28, time: 0.406, data_time: 0.001, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8156, loss_cls: 1.7143, loss: 1.7143, grad_norm: 5.3895 2021-02-11 01:16:32,411 - mmaction - INFO - Epoch [19][300/3757] lr: 1.000e-02, eta: 16:22:17, time: 0.451, data_time: 0.004, memory: 7076, top1_acc: 0.5797, top5_acc: 0.7969, loss_cls: 1.7718, loss: 1.7718, grad_norm: 5.4801 2021-02-11 01:16:42,486 - mmaction - INFO - Epoch [19][320/3757] lr: 1.000e-02, eta: 16:22:07, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8195, loss_cls: 1.6625, loss: 1.6625, grad_norm: 5.2797 2021-02-11 01:16:51,143 - mmaction - INFO - Epoch [19][340/3757] lr: 1.000e-02, eta: 16:21:55, time: 0.423, data_time: 0.001, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8266, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.3071 2021-02-11 01:16:59,828 - mmaction - INFO - Epoch [19][360/3757] lr: 1.000e-02, eta: 16:21:43, time: 0.443, data_time: 0.011, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8203, loss_cls: 1.7200, loss: 1.7200, grad_norm: 5.3829 2021-02-11 01:17:08,449 - mmaction - INFO - Epoch [19][380/3757] lr: 1.000e-02, eta: 16:21:31, time: 0.432, data_time: 0.006, memory: 7076, top1_acc: 0.6062, top5_acc: 0.8289, loss_cls: 1.5840, loss: 1.5840, grad_norm: 5.2630 2021-02-11 01:17:17,867 - mmaction - INFO - Epoch [19][400/3757] lr: 1.000e-02, eta: 16:21:21, time: 0.471, data_time: 0.006, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8258, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.3166 2021-02-11 01:17:25,402 - mmaction - INFO - Epoch [19][420/3757] lr: 1.000e-02, eta: 16:21:07, time: 0.377, data_time: 0.003, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.7153, loss: 1.7153, grad_norm: 5.1901 2021-02-11 01:17:34,559 - mmaction - INFO - Epoch [19][440/3757] lr: 1.000e-02, eta: 16:20:56, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8187, loss_cls: 1.6670, loss: 1.6670, grad_norm: 5.2907 2021-02-11 01:17:43,745 - mmaction - INFO - Epoch [19][460/3757] lr: 1.000e-02, eta: 16:20:45, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8125, loss_cls: 1.7030, loss: 1.7030, grad_norm: 5.3687 2021-02-11 01:17:52,193 - mmaction - INFO - Epoch [19][480/3757] lr: 1.000e-02, eta: 16:20:33, time: 0.424, data_time: 0.003, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8250, loss_cls: 1.6882, loss: 1.6882, grad_norm: 5.4070 2021-02-11 01:18:01,141 - mmaction - INFO - Epoch [19][500/3757] lr: 1.000e-02, eta: 16:20:21, time: 0.447, data_time: 0.005, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8328, loss_cls: 1.6498, loss: 1.6498, grad_norm: 5.3449 2021-02-11 01:18:09,011 - mmaction - INFO - Epoch [19][520/3757] lr: 1.000e-02, eta: 16:20:08, time: 0.394, data_time: 0.003, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8234, loss_cls: 1.6899, loss: 1.6899, grad_norm: 5.2644 2021-02-11 01:18:18,127 - mmaction - INFO - Epoch [19][540/3757] lr: 1.000e-02, eta: 16:19:57, time: 0.455, data_time: 0.056, memory: 7076, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.6212, loss: 1.6212, grad_norm: 5.1563 2021-02-11 01:18:26,176 - mmaction - INFO - Epoch [19][560/3757] lr: 1.000e-02, eta: 16:19:44, time: 0.403, data_time: 0.038, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8250, loss_cls: 1.6848, loss: 1.6848, grad_norm: 5.3856 2021-02-11 01:18:35,381 - mmaction - INFO - Epoch [19][580/3757] lr: 1.000e-02, eta: 16:19:33, time: 0.461, data_time: 0.003, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8172, loss_cls: 1.6600, loss: 1.6600, grad_norm: 5.3107 2021-02-11 01:18:44,464 - mmaction - INFO - Epoch [19][600/3757] lr: 1.000e-02, eta: 16:19:22, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.6117, top5_acc: 0.8336, loss_cls: 1.5986, loss: 1.5986, grad_norm: 5.3082 2021-02-11 01:18:53,159 - mmaction - INFO - Epoch [19][620/3757] lr: 1.000e-02, eta: 16:19:10, time: 0.437, data_time: 0.003, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8250, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.3229 2021-02-11 01:19:02,253 - mmaction - INFO - Epoch [19][640/3757] lr: 1.000e-02, eta: 16:18:59, time: 0.453, data_time: 0.004, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8203, loss_cls: 1.6876, loss: 1.6876, grad_norm: 5.3948 2021-02-11 01:19:11,126 - mmaction - INFO - Epoch [19][660/3757] lr: 1.000e-02, eta: 16:18:48, time: 0.443, data_time: 0.030, memory: 7076, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.6578, loss: 1.6578, grad_norm: 5.2786 2021-02-11 01:19:19,626 - mmaction - INFO - Epoch [19][680/3757] lr: 1.000e-02, eta: 16:18:36, time: 0.425, data_time: 0.045, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.6883, loss: 1.6883, grad_norm: 5.3767 2021-02-11 01:19:30,091 - mmaction - INFO - Epoch [19][700/3757] lr: 1.000e-02, eta: 16:18:27, time: 0.524, data_time: 0.034, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7312, loss: 1.7312, grad_norm: 5.4046 2021-02-11 01:19:38,620 - mmaction - INFO - Epoch [19][720/3757] lr: 1.000e-02, eta: 16:18:15, time: 0.425, data_time: 0.002, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8141, loss_cls: 1.7593, loss: 1.7593, grad_norm: 5.3733 2021-02-11 01:19:46,647 - mmaction - INFO - Epoch [19][740/3757] lr: 1.000e-02, eta: 16:18:02, time: 0.403, data_time: 0.004, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8211, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.3188 2021-02-11 01:19:55,021 - mmaction - INFO - Epoch [19][760/3757] lr: 1.000e-02, eta: 16:17:49, time: 0.418, data_time: 0.014, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8242, loss_cls: 1.6641, loss: 1.6641, grad_norm: 5.4265 2021-02-11 01:20:04,211 - mmaction - INFO - Epoch [19][780/3757] lr: 1.000e-02, eta: 16:17:39, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6893, loss: 1.6893, grad_norm: 5.3759 2021-02-11 01:20:12,762 - mmaction - INFO - Epoch [19][800/3757] lr: 1.000e-02, eta: 16:17:27, time: 0.430, data_time: 0.005, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8203, loss_cls: 1.7159, loss: 1.7159, grad_norm: 5.5958 2021-02-11 01:20:21,070 - mmaction - INFO - Epoch [19][820/3757] lr: 1.000e-02, eta: 16:17:14, time: 0.416, data_time: 0.003, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8305, loss_cls: 1.6785, loss: 1.6785, grad_norm: 5.5610 2021-02-11 01:20:29,991 - mmaction - INFO - Epoch [19][840/3757] lr: 1.000e-02, eta: 16:17:03, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8195, loss_cls: 1.7110, loss: 1.7110, grad_norm: 5.4411 2021-02-11 01:20:38,241 - mmaction - INFO - Epoch [19][860/3757] lr: 1.000e-02, eta: 16:16:50, time: 0.411, data_time: 0.001, memory: 7076, top1_acc: 0.6008, top5_acc: 0.8227, loss_cls: 1.6294, loss: 1.6294, grad_norm: 5.1764 2021-02-11 01:20:47,996 - mmaction - INFO - Epoch [19][880/3757] lr: 1.000e-02, eta: 16:16:40, time: 0.490, data_time: 0.004, memory: 7076, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.6044, loss: 1.6044, grad_norm: 5.3113 2021-02-11 01:20:55,571 - mmaction - INFO - Epoch [19][900/3757] lr: 1.000e-02, eta: 16:16:26, time: 0.379, data_time: 0.002, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8109, loss_cls: 1.7505, loss: 1.7505, grad_norm: 5.5604 2021-02-11 01:21:04,663 - mmaction - INFO - Epoch [19][920/3757] lr: 1.000e-02, eta: 16:16:15, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7215, loss: 1.7215, grad_norm: 5.4154 2021-02-11 01:21:13,468 - mmaction - INFO - Epoch [19][940/3757] lr: 1.000e-02, eta: 16:16:04, time: 0.441, data_time: 0.003, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8141, loss_cls: 1.7363, loss: 1.7363, grad_norm: 5.3797 2021-02-11 01:21:22,779 - mmaction - INFO - Epoch [19][960/3757] lr: 1.000e-02, eta: 16:15:53, time: 0.465, data_time: 0.003, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.7704, loss: 1.7704, grad_norm: 5.2835 2021-02-11 01:21:33,960 - mmaction - INFO - Epoch [19][980/3757] lr: 1.000e-02, eta: 16:15:46, time: 0.559, data_time: 0.003, memory: 7076, top1_acc: 0.6109, top5_acc: 0.8398, loss_cls: 1.5823, loss: 1.5823, grad_norm: 5.2974 2021-02-11 01:21:42,301 - mmaction - INFO - Epoch [19][1000/3757] lr: 1.000e-02, eta: 16:15:33, time: 0.415, data_time: 0.002, memory: 7076, top1_acc: 0.6219, top5_acc: 0.8398, loss_cls: 1.5680, loss: 1.5680, grad_norm: 5.2144 2021-02-11 01:21:50,882 - mmaction - INFO - Epoch [19][1020/3757] lr: 1.000e-02, eta: 16:15:21, time: 0.432, data_time: 0.005, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8164, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.2600 2021-02-11 01:22:00,326 - mmaction - INFO - Epoch [19][1040/3757] lr: 1.000e-02, eta: 16:15:11, time: 0.467, data_time: 0.003, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8273, loss_cls: 1.6678, loss: 1.6678, grad_norm: 5.5149 2021-02-11 01:22:09,371 - mmaction - INFO - Epoch [19][1060/3757] lr: 1.000e-02, eta: 16:15:00, time: 0.458, data_time: 0.008, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8109, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.4338 2021-02-11 01:22:17,222 - mmaction - INFO - Epoch [19][1080/3757] lr: 1.000e-02, eta: 16:14:46, time: 0.392, data_time: 0.001, memory: 7076, top1_acc: 0.6258, top5_acc: 0.8234, loss_cls: 1.5773, loss: 1.5773, grad_norm: 5.2242 2021-02-11 01:22:25,504 - mmaction - INFO - Epoch [19][1100/3757] lr: 1.000e-02, eta: 16:14:34, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8086, loss_cls: 1.7549, loss: 1.7549, grad_norm: 5.5491 2021-02-11 01:22:33,698 - mmaction - INFO - Epoch [19][1120/3757] lr: 1.000e-02, eta: 16:14:21, time: 0.410, data_time: 0.002, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8195, loss_cls: 1.7481, loss: 1.7481, grad_norm: 5.4604 2021-02-11 01:22:43,301 - mmaction - INFO - Epoch [19][1140/3757] lr: 1.000e-02, eta: 16:14:11, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.6133, top5_acc: 0.8398, loss_cls: 1.6362, loss: 1.6362, grad_norm: 5.2565 2021-02-11 01:22:51,620 - mmaction - INFO - Epoch [19][1160/3757] lr: 1.000e-02, eta: 16:13:59, time: 0.414, data_time: 0.003, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8234, loss_cls: 1.6848, loss: 1.6848, grad_norm: 5.2673 2021-02-11 01:23:01,236 - mmaction - INFO - Epoch [19][1180/3757] lr: 1.000e-02, eta: 16:13:48, time: 0.480, data_time: 0.003, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8219, loss_cls: 1.6308, loss: 1.6308, grad_norm: 5.2497 2021-02-11 01:23:09,632 - mmaction - INFO - Epoch [19][1200/3757] lr: 1.000e-02, eta: 16:13:36, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8148, loss_cls: 1.6601, loss: 1.6601, grad_norm: 5.1562 2021-02-11 01:23:18,313 - mmaction - INFO - Epoch [19][1220/3757] lr: 1.000e-02, eta: 16:13:24, time: 0.430, data_time: 0.003, memory: 7076, top1_acc: 0.6172, top5_acc: 0.8227, loss_cls: 1.6052, loss: 1.6052, grad_norm: 5.1080 2021-02-11 01:23:26,348 - mmaction - INFO - Epoch [19][1240/3757] lr: 1.000e-02, eta: 16:13:12, time: 0.406, data_time: 0.007, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8352, loss_cls: 1.6453, loss: 1.6453, grad_norm: 5.4729 2021-02-11 01:23:37,606 - mmaction - INFO - Epoch [19][1260/3757] lr: 1.000e-02, eta: 16:13:04, time: 0.562, data_time: 0.001, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8195, loss_cls: 1.6977, loss: 1.6977, grad_norm: 5.3144 2021-02-11 01:23:46,048 - mmaction - INFO - Epoch [19][1280/3757] lr: 1.000e-02, eta: 16:12:52, time: 0.422, data_time: 0.010, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8141, loss_cls: 1.7026, loss: 1.7026, grad_norm: 5.2886 2021-02-11 01:23:55,400 - mmaction - INFO - Epoch [19][1300/3757] lr: 1.000e-02, eta: 16:12:41, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8180, loss_cls: 1.7126, loss: 1.7126, grad_norm: 5.4176 2021-02-11 01:24:04,185 - mmaction - INFO - Epoch [19][1320/3757] lr: 1.000e-02, eta: 16:12:30, time: 0.443, data_time: 0.015, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8109, loss_cls: 1.7709, loss: 1.7709, grad_norm: 5.4666 2021-02-11 01:24:12,692 - mmaction - INFO - Epoch [19][1340/3757] lr: 1.000e-02, eta: 16:12:18, time: 0.424, data_time: 0.011, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8055, loss_cls: 1.7660, loss: 1.7660, grad_norm: 5.3248 2021-02-11 01:24:21,661 - mmaction - INFO - Epoch [19][1360/3757] lr: 1.000e-02, eta: 16:12:07, time: 0.448, data_time: 0.004, memory: 7076, top1_acc: 0.5539, top5_acc: 0.8039, loss_cls: 1.8268, loss: 1.8268, grad_norm: 5.4460 2021-02-11 01:24:30,494 - mmaction - INFO - Epoch [19][1380/3757] lr: 1.000e-02, eta: 16:11:55, time: 0.443, data_time: 0.006, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.7525, loss: 1.7525, grad_norm: 5.3022 2021-02-11 01:24:39,177 - mmaction - INFO - Epoch [19][1400/3757] lr: 1.000e-02, eta: 16:11:43, time: 0.434, data_time: 0.035, memory: 7076, top1_acc: 0.6078, top5_acc: 0.8273, loss_cls: 1.6475, loss: 1.6475, grad_norm: 5.2960 2021-02-11 01:24:49,121 - mmaction - INFO - Epoch [19][1420/3757] lr: 1.000e-02, eta: 16:11:34, time: 0.495, data_time: 0.004, memory: 7076, top1_acc: 0.6133, top5_acc: 0.8234, loss_cls: 1.5916, loss: 1.5916, grad_norm: 5.2071 2021-02-11 01:24:56,685 - mmaction - INFO - Epoch [19][1440/3757] lr: 1.000e-02, eta: 16:11:20, time: 0.381, data_time: 0.003, memory: 7076, top1_acc: 0.6023, top5_acc: 0.8242, loss_cls: 1.6454, loss: 1.6454, grad_norm: 5.3034 2021-02-11 01:25:05,804 - mmaction - INFO - Epoch [19][1460/3757] lr: 1.000e-02, eta: 16:11:09, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8258, loss_cls: 1.6529, loss: 1.6529, grad_norm: 5.3412 2021-02-11 01:25:14,867 - mmaction - INFO - Epoch [19][1480/3757] lr: 1.000e-02, eta: 16:10:58, time: 0.456, data_time: 0.005, memory: 7076, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6706, loss: 1.6706, grad_norm: 5.3886 2021-02-11 01:25:23,710 - mmaction - INFO - Epoch [19][1500/3757] lr: 1.000e-02, eta: 16:10:46, time: 0.441, data_time: 0.003, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8258, loss_cls: 1.6812, loss: 1.6812, grad_norm: 5.3402 2021-02-11 01:25:33,207 - mmaction - INFO - Epoch [19][1520/3757] lr: 1.000e-02, eta: 16:10:36, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8156, loss_cls: 1.6928, loss: 1.6928, grad_norm: 5.2818 2021-02-11 01:25:40,869 - mmaction - INFO - Epoch [19][1540/3757] lr: 1.000e-02, eta: 16:10:22, time: 0.380, data_time: 0.002, memory: 7076, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.7416, loss: 1.7416, grad_norm: 5.2970 2021-02-11 01:25:50,373 - mmaction - INFO - Epoch [19][1560/3757] lr: 1.000e-02, eta: 16:10:12, time: 0.478, data_time: 0.004, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8070, loss_cls: 1.6761, loss: 1.6761, grad_norm: 5.2556 2021-02-11 01:25:58,510 - mmaction - INFO - Epoch [19][1580/3757] lr: 1.000e-02, eta: 16:10:00, time: 0.406, data_time: 0.002, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6500, loss: 1.6500, grad_norm: 5.1765 2021-02-11 01:26:08,022 - mmaction - INFO - Epoch [19][1600/3757] lr: 1.000e-02, eta: 16:09:49, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8117, loss_cls: 1.7093, loss: 1.7093, grad_norm: 5.4150 2021-02-11 01:26:17,019 - mmaction - INFO - Epoch [19][1620/3757] lr: 1.000e-02, eta: 16:09:38, time: 0.462, data_time: 0.014, memory: 7076, top1_acc: 0.5766, top5_acc: 0.7969, loss_cls: 1.7931, loss: 1.7931, grad_norm: 5.3317 2021-02-11 01:26:26,563 - mmaction - INFO - Epoch [19][1640/3757] lr: 1.000e-02, eta: 16:09:28, time: 0.477, data_time: 0.018, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8258, loss_cls: 1.6303, loss: 1.6303, grad_norm: 5.3417 2021-02-11 01:26:34,706 - mmaction - INFO - Epoch [19][1660/3757] lr: 1.000e-02, eta: 16:09:15, time: 0.407, data_time: 0.002, memory: 7076, top1_acc: 0.5656, top5_acc: 0.8086, loss_cls: 1.7264, loss: 1.7264, grad_norm: 5.2300 2021-02-11 01:26:43,970 - mmaction - INFO - Epoch [19][1680/3757] lr: 1.000e-02, eta: 16:09:04, time: 0.462, data_time: 0.004, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8141, loss_cls: 1.7535, loss: 1.7535, grad_norm: 5.2669 2021-02-11 01:26:52,683 - mmaction - INFO - Epoch [19][1700/3757] lr: 1.000e-02, eta: 16:08:53, time: 0.436, data_time: 0.003, memory: 7076, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.6445, loss: 1.6445, grad_norm: 5.3770 2021-02-11 01:27:01,621 - mmaction - INFO - Epoch [19][1720/3757] lr: 1.000e-02, eta: 16:08:41, time: 0.447, data_time: 0.003, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8195, loss_cls: 1.7042, loss: 1.7042, grad_norm: 5.2347 2021-02-11 01:27:10,788 - mmaction - INFO - Epoch [19][1740/3757] lr: 1.000e-02, eta: 16:08:30, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.6008, top5_acc: 0.8328, loss_cls: 1.6207, loss: 1.6207, grad_norm: 5.2608 2021-02-11 01:27:19,442 - mmaction - INFO - Epoch [19][1760/3757] lr: 1.000e-02, eta: 16:08:19, time: 0.432, data_time: 0.002, memory: 7076, top1_acc: 0.5617, top5_acc: 0.8000, loss_cls: 1.7558, loss: 1.7558, grad_norm: 5.3593 2021-02-11 01:27:28,716 - mmaction - INFO - Epoch [19][1780/3757] lr: 1.000e-02, eta: 16:08:08, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.5695, top5_acc: 0.7789, loss_cls: 1.8272, loss: 1.8272, grad_norm: 5.3979 2021-02-11 01:27:37,019 - mmaction - INFO - Epoch [19][1800/3757] lr: 1.000e-02, eta: 16:07:56, time: 0.416, data_time: 0.003, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8195, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.4107 2021-02-11 01:27:46,424 - mmaction - INFO - Epoch [19][1820/3757] lr: 1.000e-02, eta: 16:07:45, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.5742, top5_acc: 0.7922, loss_cls: 1.7941, loss: 1.7941, grad_norm: 5.3037 2021-02-11 01:27:55,889 - mmaction - INFO - Epoch [19][1840/3757] lr: 1.000e-02, eta: 16:07:35, time: 0.476, data_time: 0.004, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8078, loss_cls: 1.7522, loss: 1.7522, grad_norm: 5.1975 2021-02-11 01:28:04,943 - mmaction - INFO - Epoch [19][1860/3757] lr: 1.000e-02, eta: 16:07:24, time: 0.452, data_time: 0.005, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8094, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.2762 2021-02-11 01:28:13,697 - mmaction - INFO - Epoch [19][1880/3757] lr: 1.000e-02, eta: 16:07:12, time: 0.438, data_time: 0.003, memory: 7076, top1_acc: 0.5633, top5_acc: 0.7922, loss_cls: 1.7879, loss: 1.7879, grad_norm: 5.5369 2021-02-11 01:28:22,710 - mmaction - INFO - Epoch [19][1900/3757] lr: 1.000e-02, eta: 16:07:01, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8141, loss_cls: 1.7089, loss: 1.7089, grad_norm: 5.3526 2021-02-11 01:28:32,743 - mmaction - INFO - Epoch [19][1920/3757] lr: 1.000e-02, eta: 16:06:51, time: 0.501, data_time: 0.000, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8195, loss_cls: 1.6810, loss: 1.6810, grad_norm: 5.2173 2021-02-11 01:28:41,090 - mmaction - INFO - Epoch [19][1940/3757] lr: 1.000e-02, eta: 16:06:39, time: 0.416, data_time: 0.002, memory: 7076, top1_acc: 0.5992, top5_acc: 0.8242, loss_cls: 1.6992, loss: 1.6992, grad_norm: 5.3149 2021-02-11 01:28:49,325 - mmaction - INFO - Epoch [19][1960/3757] lr: 1.000e-02, eta: 16:06:27, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8250, loss_cls: 1.6539, loss: 1.6539, grad_norm: 5.1466 2021-02-11 01:28:59,141 - mmaction - INFO - Epoch [19][1980/3757] lr: 1.000e-02, eta: 16:06:17, time: 0.490, data_time: 0.020, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8133, loss_cls: 1.6902, loss: 1.6902, grad_norm: 5.3537 2021-02-11 01:29:06,847 - mmaction - INFO - Epoch [19][2000/3757] lr: 1.000e-02, eta: 16:06:03, time: 0.386, data_time: 0.001, memory: 7076, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.7732, loss: 1.7732, grad_norm: 5.4219 2021-02-11 01:29:15,818 - mmaction - INFO - Epoch [19][2020/3757] lr: 1.000e-02, eta: 16:05:52, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.6102, top5_acc: 0.8164, loss_cls: 1.6650, loss: 1.6650, grad_norm: 5.4690 2021-02-11 01:29:25,033 - mmaction - INFO - Epoch [19][2040/3757] lr: 1.000e-02, eta: 16:05:41, time: 0.462, data_time: 0.005, memory: 7076, top1_acc: 0.6039, top5_acc: 0.8031, loss_cls: 1.7198, loss: 1.7198, grad_norm: 5.1783 2021-02-11 01:29:33,532 - mmaction - INFO - Epoch [19][2060/3757] lr: 1.000e-02, eta: 16:05:29, time: 0.424, data_time: 0.001, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8063, loss_cls: 1.7598, loss: 1.7598, grad_norm: 5.3512 2021-02-11 01:29:42,294 - mmaction - INFO - Epoch [19][2080/3757] lr: 1.000e-02, eta: 16:05:18, time: 0.438, data_time: 0.003, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8250, loss_cls: 1.6852, loss: 1.6852, grad_norm: 5.3618 2021-02-11 01:29:51,272 - mmaction - INFO - Epoch [19][2100/3757] lr: 1.000e-02, eta: 16:05:07, time: 0.450, data_time: 0.003, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8211, loss_cls: 1.6979, loss: 1.6979, grad_norm: 5.3750 2021-02-11 01:30:00,188 - mmaction - INFO - Epoch [19][2120/3757] lr: 1.000e-02, eta: 16:04:55, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8289, loss_cls: 1.6611, loss: 1.6611, grad_norm: 5.2341 2021-02-11 01:30:09,016 - mmaction - INFO - Epoch [19][2140/3757] lr: 1.000e-02, eta: 16:04:44, time: 0.441, data_time: 0.001, memory: 7076, top1_acc: 0.6070, top5_acc: 0.8266, loss_cls: 1.6575, loss: 1.6575, grad_norm: 5.2271 2021-02-11 01:30:17,449 - mmaction - INFO - Epoch [19][2160/3757] lr: 1.000e-02, eta: 16:04:32, time: 0.422, data_time: 0.001, memory: 7076, top1_acc: 0.5992, top5_acc: 0.8258, loss_cls: 1.6693, loss: 1.6693, grad_norm: 5.1719 2021-02-11 01:30:25,622 - mmaction - INFO - Epoch [19][2180/3757] lr: 1.000e-02, eta: 16:04:19, time: 0.408, data_time: 0.002, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8250, loss_cls: 1.6439, loss: 1.6439, grad_norm: 5.2396 2021-02-11 01:30:34,573 - mmaction - INFO - Epoch [19][2200/3757] lr: 1.000e-02, eta: 16:04:08, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.6842, loss: 1.6842, grad_norm: 5.1371 2021-02-11 01:30:46,101 - mmaction - INFO - Epoch [19][2220/3757] lr: 1.000e-02, eta: 16:04:01, time: 0.571, data_time: 0.003, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8023, loss_cls: 1.7804, loss: 1.7804, grad_norm: 5.2112 2021-02-11 01:30:54,362 - mmaction - INFO - Epoch [19][2240/3757] lr: 1.000e-02, eta: 16:03:49, time: 0.419, data_time: 0.008, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8180, loss_cls: 1.6854, loss: 1.6854, grad_norm: 5.2249 2021-02-11 01:31:03,842 - mmaction - INFO - Epoch [19][2260/3757] lr: 1.000e-02, eta: 16:03:38, time: 0.474, data_time: 0.002, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8258, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.3566 2021-02-11 01:31:12,084 - mmaction - INFO - Epoch [19][2280/3757] lr: 1.000e-02, eta: 16:03:26, time: 0.411, data_time: 0.002, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8039, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.4061 2021-02-11 01:31:21,605 - mmaction - INFO - Epoch [19][2300/3757] lr: 1.000e-02, eta: 16:03:16, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.6133, top5_acc: 0.8344, loss_cls: 1.5966, loss: 1.5966, grad_norm: 5.2734 2021-02-11 01:31:30,045 - mmaction - INFO - Epoch [19][2320/3757] lr: 1.000e-02, eta: 16:03:04, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8070, loss_cls: 1.7783, loss: 1.7783, grad_norm: 5.5601 2021-02-11 01:31:40,899 - mmaction - INFO - Epoch [19][2340/3757] lr: 1.000e-02, eta: 16:02:55, time: 0.542, data_time: 0.001, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.6588, loss: 1.6588, grad_norm: 5.2010 2021-02-11 01:31:48,498 - mmaction - INFO - Epoch [19][2360/3757] lr: 1.000e-02, eta: 16:02:42, time: 0.380, data_time: 0.004, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8055, loss_cls: 1.7816, loss: 1.7816, grad_norm: 5.4321 2021-02-11 01:31:57,422 - mmaction - INFO - Epoch [19][2380/3757] lr: 1.000e-02, eta: 16:02:31, time: 0.447, data_time: 0.002, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8328, loss_cls: 1.6408, loss: 1.6408, grad_norm: 5.3732 2021-02-11 01:32:06,711 - mmaction - INFO - Epoch [19][2400/3757] lr: 1.000e-02, eta: 16:02:20, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.6917, loss: 1.6917, grad_norm: 5.2314 2021-02-11 01:32:15,346 - mmaction - INFO - Epoch [19][2420/3757] lr: 1.000e-02, eta: 16:02:08, time: 0.433, data_time: 0.021, memory: 7076, top1_acc: 0.5984, top5_acc: 0.8367, loss_cls: 1.6186, loss: 1.6186, grad_norm: 5.3299 2021-02-11 01:32:24,628 - mmaction - INFO - Epoch [19][2440/3757] lr: 1.000e-02, eta: 16:01:58, time: 0.463, data_time: 0.009, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8211, loss_cls: 1.6839, loss: 1.6839, grad_norm: 5.2930 2021-02-11 01:32:33,187 - mmaction - INFO - Epoch [19][2460/3757] lr: 1.000e-02, eta: 16:01:46, time: 0.429, data_time: 0.002, memory: 7076, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.7937, loss: 1.7937, grad_norm: 5.3406 2021-02-11 01:32:42,386 - mmaction - INFO - Epoch [19][2480/3757] lr: 1.000e-02, eta: 16:01:35, time: 0.459, data_time: 0.001, memory: 7076, top1_acc: 0.5664, top5_acc: 0.7922, loss_cls: 1.8140, loss: 1.8140, grad_norm: 5.4900 2021-02-11 01:32:51,382 - mmaction - INFO - Epoch [19][2500/3757] lr: 1.000e-02, eta: 16:01:24, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8227, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.2425 2021-02-11 01:33:01,705 - mmaction - INFO - Epoch [19][2520/3757] lr: 1.000e-02, eta: 16:01:15, time: 0.509, data_time: 0.002, memory: 7076, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.6692, loss: 1.6692, grad_norm: 5.3096 2021-02-11 01:33:10,466 - mmaction - INFO - Epoch [19][2540/3757] lr: 1.000e-02, eta: 16:01:03, time: 0.445, data_time: 0.010, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8156, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.5420 2021-02-11 01:33:19,562 - mmaction - INFO - Epoch [19][2560/3757] lr: 1.000e-02, eta: 16:00:52, time: 0.455, data_time: 0.001, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8039, loss_cls: 1.7509, loss: 1.7509, grad_norm: 5.3624 2021-02-11 01:33:26,759 - mmaction - INFO - Epoch [19][2580/3757] lr: 1.000e-02, eta: 16:00:38, time: 0.360, data_time: 0.002, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8187, loss_cls: 1.7349, loss: 1.7349, grad_norm: 5.4476 2021-02-11 01:33:35,832 - mmaction - INFO - Epoch [19][2600/3757] lr: 1.000e-02, eta: 16:00:27, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8211, loss_cls: 1.6762, loss: 1.6762, grad_norm: 5.2456 2021-02-11 01:33:44,749 - mmaction - INFO - Epoch [19][2620/3757] lr: 1.000e-02, eta: 16:00:16, time: 0.446, data_time: 0.018, memory: 7076, top1_acc: 0.5492, top5_acc: 0.7984, loss_cls: 1.8426, loss: 1.8426, grad_norm: 5.5628 2021-02-11 01:33:53,133 - mmaction - INFO - Epoch [19][2640/3757] lr: 1.000e-02, eta: 16:00:04, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8266, loss_cls: 1.6801, loss: 1.6801, grad_norm: 5.2742 2021-02-11 01:34:02,176 - mmaction - INFO - Epoch [19][2660/3757] lr: 1.000e-02, eta: 15:59:53, time: 0.454, data_time: 0.003, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8352, loss_cls: 1.6653, loss: 1.6653, grad_norm: 5.2247 2021-02-11 01:34:11,011 - mmaction - INFO - Epoch [19][2680/3757] lr: 1.000e-02, eta: 15:59:41, time: 0.441, data_time: 0.001, memory: 7076, top1_acc: 0.6055, top5_acc: 0.8281, loss_cls: 1.6397, loss: 1.6397, grad_norm: 5.2826 2021-02-11 01:34:20,483 - mmaction - INFO - Epoch [19][2700/3757] lr: 1.000e-02, eta: 15:59:31, time: 0.471, data_time: 0.012, memory: 7076, top1_acc: 0.6078, top5_acc: 0.8070, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.4092 2021-02-11 01:34:28,781 - mmaction - INFO - Epoch [19][2720/3757] lr: 1.000e-02, eta: 15:59:19, time: 0.417, data_time: 0.005, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8187, loss_cls: 1.6838, loss: 1.6838, grad_norm: 5.3944 2021-02-11 01:34:37,204 - mmaction - INFO - Epoch [19][2740/3757] lr: 1.000e-02, eta: 15:59:06, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8258, loss_cls: 1.6639, loss: 1.6639, grad_norm: 5.3474 2021-02-11 01:34:47,404 - mmaction - INFO - Epoch [19][2760/3757] lr: 1.000e-02, eta: 15:58:57, time: 0.508, data_time: 0.002, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8258, loss_cls: 1.6785, loss: 1.6785, grad_norm: 5.3452 2021-02-11 01:34:56,778 - mmaction - INFO - Epoch [19][2780/3757] lr: 1.000e-02, eta: 15:58:47, time: 0.471, data_time: 0.004, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8078, loss_cls: 1.7075, loss: 1.7075, grad_norm: 5.3342 2021-02-11 01:35:04,829 - mmaction - INFO - Epoch [19][2800/3757] lr: 1.000e-02, eta: 15:58:34, time: 0.400, data_time: 0.001, memory: 7076, top1_acc: 0.6109, top5_acc: 0.8102, loss_cls: 1.6514, loss: 1.6514, grad_norm: 5.2515 2021-02-11 01:35:13,497 - mmaction - INFO - Epoch [19][2820/3757] lr: 1.000e-02, eta: 15:58:22, time: 0.435, data_time: 0.006, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8305, loss_cls: 1.6637, loss: 1.6637, grad_norm: 5.3255 2021-02-11 01:35:22,657 - mmaction - INFO - Epoch [19][2840/3757] lr: 1.000e-02, eta: 15:58:12, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8281, loss_cls: 1.6208, loss: 1.6208, grad_norm: 5.2845 2021-02-11 01:35:31,015 - mmaction - INFO - Epoch [19][2860/3757] lr: 1.000e-02, eta: 15:57:59, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.5633, top5_acc: 0.8031, loss_cls: 1.8202, loss: 1.8202, grad_norm: 5.5970 2021-02-11 01:35:39,519 - mmaction - INFO - Epoch [19][2880/3757] lr: 1.000e-02, eta: 15:57:47, time: 0.424, data_time: 0.006, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8234, loss_cls: 1.6858, loss: 1.6858, grad_norm: 5.3336 2021-02-11 01:35:48,614 - mmaction - INFO - Epoch [19][2900/3757] lr: 1.000e-02, eta: 15:57:37, time: 0.456, data_time: 0.003, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7274, loss: 1.7274, grad_norm: 5.4180 2021-02-11 01:35:57,631 - mmaction - INFO - Epoch [19][2920/3757] lr: 1.000e-02, eta: 15:57:25, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8117, loss_cls: 1.7070, loss: 1.7070, grad_norm: 5.2370 2021-02-11 01:36:05,776 - mmaction - INFO - Epoch [19][2940/3757] lr: 1.000e-02, eta: 15:57:13, time: 0.398, data_time: 0.001, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8180, loss_cls: 1.6651, loss: 1.6651, grad_norm: 5.2453 2021-02-11 01:36:14,759 - mmaction - INFO - Epoch [19][2960/3757] lr: 1.000e-02, eta: 15:57:02, time: 0.458, data_time: 0.010, memory: 7076, top1_acc: 0.5992, top5_acc: 0.8297, loss_cls: 1.6030, loss: 1.6030, grad_norm: 5.1479 2021-02-11 01:36:24,324 - mmaction - INFO - Epoch [19][2980/3757] lr: 1.000e-02, eta: 15:56:51, time: 0.474, data_time: 0.003, memory: 7076, top1_acc: 0.5758, top5_acc: 0.7969, loss_cls: 1.7607, loss: 1.7607, grad_norm: 5.5093 2021-02-11 01:36:32,731 - mmaction - INFO - Epoch [19][3000/3757] lr: 1.000e-02, eta: 15:56:39, time: 0.424, data_time: 0.006, memory: 7076, top1_acc: 0.6023, top5_acc: 0.8172, loss_cls: 1.6578, loss: 1.6578, grad_norm: 5.3165 2021-02-11 01:36:41,780 - mmaction - INFO - Epoch [19][3020/3757] lr: 1.000e-02, eta: 15:56:28, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.5680, top5_acc: 0.8039, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.3044 2021-02-11 01:36:50,875 - mmaction - INFO - Epoch [19][3040/3757] lr: 1.000e-02, eta: 15:56:17, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.8012, loss: 1.8012, grad_norm: 5.3403 2021-02-11 01:36:59,755 - mmaction - INFO - Epoch [19][3060/3757] lr: 1.000e-02, eta: 15:56:06, time: 0.445, data_time: 0.004, memory: 7076, top1_acc: 0.5992, top5_acc: 0.8258, loss_cls: 1.6510, loss: 1.6510, grad_norm: 5.2005 2021-02-11 01:37:08,894 - mmaction - INFO - Epoch [19][3080/3757] lr: 1.000e-02, eta: 15:55:55, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8102, loss_cls: 1.7014, loss: 1.7014, grad_norm: 5.2293 2021-02-11 01:37:16,276 - mmaction - INFO - Epoch [19][3100/3757] lr: 1.000e-02, eta: 15:55:42, time: 0.373, data_time: 0.006, memory: 7076, top1_acc: 0.6109, top5_acc: 0.8359, loss_cls: 1.5882, loss: 1.5882, grad_norm: 5.2993 2021-02-11 01:37:25,396 - mmaction - INFO - Epoch [19][3120/3757] lr: 1.000e-02, eta: 15:55:31, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8219, loss_cls: 1.7087, loss: 1.7087, grad_norm: 5.3255 2021-02-11 01:37:33,720 - mmaction - INFO - Epoch [19][3140/3757] lr: 1.000e-02, eta: 15:55:18, time: 0.415, data_time: 0.002, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8156, loss_cls: 1.7087, loss: 1.7087, grad_norm: 5.4723 2021-02-11 01:37:44,062 - mmaction - INFO - Epoch [19][3160/3757] lr: 1.000e-02, eta: 15:55:09, time: 0.514, data_time: 0.009, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8102, loss_cls: 1.7253, loss: 1.7253, grad_norm: 5.3698 2021-02-11 01:37:52,538 - mmaction - INFO - Epoch [19][3180/3757] lr: 1.000e-02, eta: 15:54:57, time: 0.423, data_time: 0.005, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8273, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.2814 2021-02-11 01:38:00,653 - mmaction - INFO - Epoch [19][3200/3757] lr: 1.000e-02, eta: 15:54:45, time: 0.409, data_time: 0.005, memory: 7076, top1_acc: 0.5578, top5_acc: 0.8047, loss_cls: 1.8277, loss: 1.8277, grad_norm: 5.5080 2021-02-11 01:38:09,948 - mmaction - INFO - Epoch [19][3220/3757] lr: 1.000e-02, eta: 15:54:34, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8187, loss_cls: 1.7466, loss: 1.7466, grad_norm: 5.3272 2021-02-11 01:38:17,980 - mmaction - INFO - Epoch [19][3240/3757] lr: 1.000e-02, eta: 15:54:22, time: 0.402, data_time: 0.002, memory: 7076, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.5823, loss: 1.5823, grad_norm: 5.0741 2021-02-11 01:38:26,390 - mmaction - INFO - Epoch [19][3260/3757] lr: 1.000e-02, eta: 15:54:10, time: 0.420, data_time: 0.003, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8242, loss_cls: 1.6575, loss: 1.6575, grad_norm: 5.2069 2021-02-11 01:38:36,144 - mmaction - INFO - Epoch [19][3280/3757] lr: 1.000e-02, eta: 15:54:00, time: 0.488, data_time: 0.002, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8023, loss_cls: 1.7015, loss: 1.7015, grad_norm: 5.2238 2021-02-11 01:38:44,348 - mmaction - INFO - Epoch [19][3300/3757] lr: 1.000e-02, eta: 15:53:47, time: 0.408, data_time: 0.001, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8195, loss_cls: 1.7386, loss: 1.7386, grad_norm: 5.4210 2021-02-11 01:38:53,510 - mmaction - INFO - Epoch [19][3320/3757] lr: 1.000e-02, eta: 15:53:37, time: 0.460, data_time: 0.003, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6712, loss: 1.6712, grad_norm: 5.2881 2021-02-11 01:39:02,119 - mmaction - INFO - Epoch [19][3340/3757] lr: 1.000e-02, eta: 15:53:25, time: 0.430, data_time: 0.003, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.8005, loss: 1.8005, grad_norm: 5.3091 2021-02-11 01:39:12,478 - mmaction - INFO - Epoch [19][3360/3757] lr: 1.000e-02, eta: 15:53:16, time: 0.516, data_time: 0.003, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8055, loss_cls: 1.7366, loss: 1.7366, grad_norm: 5.3826 2021-02-11 01:39:19,946 - mmaction - INFO - Epoch [19][3380/3757] lr: 1.000e-02, eta: 15:53:02, time: 0.376, data_time: 0.004, memory: 7076, top1_acc: 0.6078, top5_acc: 0.8305, loss_cls: 1.6610, loss: 1.6610, grad_norm: 5.1995 2021-02-11 01:39:31,562 - mmaction - INFO - Epoch [19][3400/3757] lr: 1.000e-02, eta: 15:52:56, time: 0.579, data_time: 0.001, memory: 7076, top1_acc: 0.5656, top5_acc: 0.8133, loss_cls: 1.7533, loss: 1.7533, grad_norm: 5.2552 2021-02-11 01:39:40,014 - mmaction - INFO - Epoch [19][3420/3757] lr: 1.000e-02, eta: 15:52:44, time: 0.425, data_time: 0.008, memory: 7076, top1_acc: 0.5938, top5_acc: 0.7992, loss_cls: 1.7537, loss: 1.7537, grad_norm: 5.2990 2021-02-11 01:39:51,259 - mmaction - INFO - Epoch [19][3440/3757] lr: 1.000e-02, eta: 15:52:36, time: 0.552, data_time: 0.003, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8203, loss_cls: 1.7164, loss: 1.7164, grad_norm: 5.3207 2021-02-11 01:39:58,843 - mmaction - INFO - Epoch [19][3460/3757] lr: 1.000e-02, eta: 15:52:23, time: 0.390, data_time: 0.011, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8195, loss_cls: 1.7108, loss: 1.7108, grad_norm: 5.2500 2021-02-11 01:40:08,116 - mmaction - INFO - Epoch [19][3480/3757] lr: 1.000e-02, eta: 15:52:12, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8047, loss_cls: 1.7202, loss: 1.7202, grad_norm: 5.0687 2021-02-11 01:40:16,563 - mmaction - INFO - Epoch [19][3500/3757] lr: 1.000e-02, eta: 15:52:00, time: 0.423, data_time: 0.002, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8094, loss_cls: 1.7600, loss: 1.7600, grad_norm: 5.4130 2021-02-11 01:40:25,763 - mmaction - INFO - Epoch [19][3520/3757] lr: 1.000e-02, eta: 15:51:49, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8180, loss_cls: 1.7019, loss: 1.7019, grad_norm: 5.3191 2021-02-11 01:40:35,595 - mmaction - INFO - Epoch [19][3540/3757] lr: 1.000e-02, eta: 15:51:40, time: 0.493, data_time: 0.004, memory: 7076, top1_acc: 0.6055, top5_acc: 0.8250, loss_cls: 1.6484, loss: 1.6484, grad_norm: 5.0998 2021-02-11 01:40:44,320 - mmaction - INFO - Epoch [19][3560/3757] lr: 1.000e-02, eta: 15:51:28, time: 0.435, data_time: 0.001, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8094, loss_cls: 1.7577, loss: 1.7577, grad_norm: 5.4362 2021-02-11 01:40:52,856 - mmaction - INFO - Epoch [19][3580/3757] lr: 1.000e-02, eta: 15:51:16, time: 0.426, data_time: 0.003, memory: 7076, top1_acc: 0.5789, top5_acc: 0.8172, loss_cls: 1.7185, loss: 1.7185, grad_norm: 5.3429 2021-02-11 01:41:01,973 - mmaction - INFO - Epoch [19][3600/3757] lr: 1.000e-02, eta: 15:51:05, time: 0.454, data_time: 0.003, memory: 7076, top1_acc: 0.5664, top5_acc: 0.8031, loss_cls: 1.8064, loss: 1.8064, grad_norm: 5.3603 2021-02-11 01:41:10,215 - mmaction - INFO - Epoch [19][3620/3757] lr: 1.000e-02, eta: 15:50:53, time: 0.416, data_time: 0.016, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7730, loss: 1.7730, grad_norm: 5.3930 2021-02-11 01:41:17,886 - mmaction - INFO - Epoch [19][3640/3757] lr: 1.000e-02, eta: 15:50:40, time: 0.383, data_time: 0.001, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.7189, loss: 1.7189, grad_norm: 5.2872 2021-02-11 01:41:27,297 - mmaction - INFO - Epoch [19][3660/3757] lr: 1.000e-02, eta: 15:50:29, time: 0.470, data_time: 0.004, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8164, loss_cls: 1.6942, loss: 1.6942, grad_norm: 5.3601 2021-02-11 01:41:35,289 - mmaction - INFO - Epoch [19][3680/3757] lr: 1.000e-02, eta: 15:50:17, time: 0.400, data_time: 0.002, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8047, loss_cls: 1.7704, loss: 1.7704, grad_norm: 5.2894 2021-02-11 01:41:44,915 - mmaction - INFO - Epoch [19][3700/3757] lr: 1.000e-02, eta: 15:50:07, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8320, loss_cls: 1.6327, loss: 1.6327, grad_norm: 5.3272 2021-02-11 01:41:53,610 - mmaction - INFO - Epoch [19][3720/3757] lr: 1.000e-02, eta: 15:49:55, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8258, loss_cls: 1.7212, loss: 1.7212, grad_norm: 5.3674 2021-02-11 01:42:02,870 - mmaction - INFO - Epoch [19][3740/3757] lr: 1.000e-02, eta: 15:49:44, time: 0.461, data_time: 0.004, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8219, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.2860 2021-02-11 01:45:08,198 - mmaction - INFO - Epoch [20][20/3757] lr: 1.000e-02, eta: 15:53:34, time: 8.505, data_time: 8.043, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8195, loss_cls: 1.6621, loss: 1.6621, grad_norm: 4.9981 2021-02-11 01:45:17,536 - mmaction - INFO - Epoch [20][40/3757] lr: 1.000e-02, eta: 15:53:24, time: 0.465, data_time: 0.008, memory: 7076, top1_acc: 0.5992, top5_acc: 0.8258, loss_cls: 1.6586, loss: 1.6586, grad_norm: 5.0558 2021-02-11 01:45:27,000 - mmaction - INFO - Epoch [20][60/3757] lr: 1.000e-02, eta: 15:53:13, time: 0.473, data_time: 0.006, memory: 7076, top1_acc: 0.5984, top5_acc: 0.8344, loss_cls: 1.5827, loss: 1.5827, grad_norm: 5.1997 2021-02-11 01:45:36,196 - mmaction - INFO - Epoch [20][80/3757] lr: 1.000e-02, eta: 15:53:02, time: 0.462, data_time: 0.052, memory: 7076, top1_acc: 0.6133, top5_acc: 0.8227, loss_cls: 1.6060, loss: 1.6060, grad_norm: 5.1374 2021-02-11 01:45:44,801 - mmaction - INFO - Epoch [20][100/3757] lr: 1.000e-02, eta: 15:52:51, time: 0.431, data_time: 0.005, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8320, loss_cls: 1.6775, loss: 1.6775, grad_norm: 5.3902 2021-02-11 01:45:53,160 - mmaction - INFO - Epoch [20][120/3757] lr: 1.000e-02, eta: 15:52:38, time: 0.417, data_time: 0.001, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8125, loss_cls: 1.6724, loss: 1.6724, grad_norm: 5.3241 2021-02-11 01:46:03,924 - mmaction - INFO - Epoch [20][140/3757] lr: 1.000e-02, eta: 15:52:30, time: 0.539, data_time: 0.060, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8320, loss_cls: 1.6355, loss: 1.6355, grad_norm: 5.3062 2021-02-11 01:46:11,397 - mmaction - INFO - Epoch [20][160/3757] lr: 1.000e-02, eta: 15:52:16, time: 0.372, data_time: 0.002, memory: 7076, top1_acc: 0.5992, top5_acc: 0.8281, loss_cls: 1.6524, loss: 1.6524, grad_norm: 5.3349 2021-02-11 01:46:20,792 - mmaction - INFO - Epoch [20][180/3757] lr: 1.000e-02, eta: 15:52:06, time: 0.472, data_time: 0.011, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8180, loss_cls: 1.6908, loss: 1.6908, grad_norm: 5.3911 2021-02-11 01:46:30,181 - mmaction - INFO - Epoch [20][200/3757] lr: 1.000e-02, eta: 15:51:55, time: 0.468, data_time: 0.010, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8227, loss_cls: 1.6474, loss: 1.6474, grad_norm: 5.5027 2021-02-11 01:46:38,242 - mmaction - INFO - Epoch [20][220/3757] lr: 1.000e-02, eta: 15:51:43, time: 0.404, data_time: 0.002, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8375, loss_cls: 1.5967, loss: 1.5967, grad_norm: 5.3959 2021-02-11 01:46:46,371 - mmaction - INFO - Epoch [20][240/3757] lr: 1.000e-02, eta: 15:51:30, time: 0.406, data_time: 0.001, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8492, loss_cls: 1.6405, loss: 1.6405, grad_norm: 5.4708 2021-02-11 01:46:55,076 - mmaction - INFO - Epoch [20][260/3757] lr: 1.000e-02, eta: 15:51:18, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8430, loss_cls: 1.5855, loss: 1.5855, grad_norm: 5.2947 2021-02-11 01:47:04,042 - mmaction - INFO - Epoch [20][280/3757] lr: 1.000e-02, eta: 15:51:07, time: 0.450, data_time: 0.022, memory: 7076, top1_acc: 0.5984, top5_acc: 0.8273, loss_cls: 1.6759, loss: 1.6759, grad_norm: 5.4840 2021-02-11 01:47:12,690 - mmaction - INFO - Epoch [20][300/3757] lr: 1.000e-02, eta: 15:50:56, time: 0.433, data_time: 0.046, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8141, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.3776 2021-02-11 01:47:21,833 - mmaction - INFO - Epoch [20][320/3757] lr: 1.000e-02, eta: 15:50:45, time: 0.456, data_time: 0.052, memory: 7076, top1_acc: 0.5687, top5_acc: 0.8148, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.3374 2021-02-11 01:47:30,610 - mmaction - INFO - Epoch [20][340/3757] lr: 1.000e-02, eta: 15:50:33, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.6023, top5_acc: 0.8305, loss_cls: 1.5741, loss: 1.5741, grad_norm: 5.0639 2021-02-11 01:47:40,664 - mmaction - INFO - Epoch [20][360/3757] lr: 1.000e-02, eta: 15:50:24, time: 0.504, data_time: 0.002, memory: 7076, top1_acc: 0.5648, top5_acc: 0.8156, loss_cls: 1.6992, loss: 1.6992, grad_norm: 5.3592 2021-02-11 01:47:48,009 - mmaction - INFO - Epoch [20][380/3757] lr: 1.000e-02, eta: 15:50:10, time: 0.366, data_time: 0.001, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8313, loss_cls: 1.5931, loss: 1.5931, grad_norm: 5.2749 2021-02-11 01:47:57,112 - mmaction - INFO - Epoch [20][400/3757] lr: 1.000e-02, eta: 15:49:59, time: 0.455, data_time: 0.010, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8258, loss_cls: 1.6327, loss: 1.6327, grad_norm: 5.2114 2021-02-11 01:48:05,675 - mmaction - INFO - Epoch [20][420/3757] lr: 1.000e-02, eta: 15:49:47, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.6039, top5_acc: 0.8172, loss_cls: 1.6461, loss: 1.6461, grad_norm: 5.2239 2021-02-11 01:48:14,708 - mmaction - INFO - Epoch [20][440/3757] lr: 1.000e-02, eta: 15:49:36, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.6039, top5_acc: 0.8422, loss_cls: 1.5903, loss: 1.5903, grad_norm: 5.2049 2021-02-11 01:48:23,111 - mmaction - INFO - Epoch [20][460/3757] lr: 1.000e-02, eta: 15:49:24, time: 0.424, data_time: 0.004, memory: 7076, top1_acc: 0.6086, top5_acc: 0.8359, loss_cls: 1.5891, loss: 1.5891, grad_norm: 5.2297 2021-02-11 01:48:31,505 - mmaction - INFO - Epoch [20][480/3757] lr: 1.000e-02, eta: 15:49:12, time: 0.418, data_time: 0.004, memory: 7076, top1_acc: 0.6039, top5_acc: 0.8438, loss_cls: 1.6262, loss: 1.6262, grad_norm: 5.3534 2021-02-11 01:48:40,883 - mmaction - INFO - Epoch [20][500/3757] lr: 1.000e-02, eta: 15:49:01, time: 0.470, data_time: 0.002, memory: 7076, top1_acc: 0.6078, top5_acc: 0.8391, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.3531 2021-02-11 01:48:49,454 - mmaction - INFO - Epoch [20][520/3757] lr: 1.000e-02, eta: 15:48:49, time: 0.427, data_time: 0.001, memory: 7076, top1_acc: 0.6070, top5_acc: 0.8508, loss_cls: 1.5499, loss: 1.5499, grad_norm: 5.1995 2021-02-11 01:48:57,745 - mmaction - INFO - Epoch [20][540/3757] lr: 1.000e-02, eta: 15:48:37, time: 0.416, data_time: 0.004, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8227, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.5871 2021-02-11 01:49:06,902 - mmaction - INFO - Epoch [20][560/3757] lr: 1.000e-02, eta: 15:48:26, time: 0.458, data_time: 0.001, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6507, loss: 1.6507, grad_norm: 5.2666 2021-02-11 01:49:15,659 - mmaction - INFO - Epoch [20][580/3757] lr: 1.000e-02, eta: 15:48:14, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8211, loss_cls: 1.6511, loss: 1.6511, grad_norm: 5.3900 2021-02-11 01:49:25,471 - mmaction - INFO - Epoch [20][600/3757] lr: 1.000e-02, eta: 15:48:05, time: 0.495, data_time: 0.007, memory: 7076, top1_acc: 0.6211, top5_acc: 0.8336, loss_cls: 1.5766, loss: 1.5766, grad_norm: 5.2890 2021-02-11 01:49:33,652 - mmaction - INFO - Epoch [20][620/3757] lr: 1.000e-02, eta: 15:47:52, time: 0.407, data_time: 0.002, memory: 7076, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.3464 2021-02-11 01:49:43,703 - mmaction - INFO - Epoch [20][640/3757] lr: 1.000e-02, eta: 15:47:43, time: 0.505, data_time: 0.005, memory: 7076, top1_acc: 0.6055, top5_acc: 0.8430, loss_cls: 1.5788, loss: 1.5788, grad_norm: 5.1409 2021-02-11 01:49:51,983 - mmaction - INFO - Epoch [20][660/3757] lr: 1.000e-02, eta: 15:47:30, time: 0.412, data_time: 0.001, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.6633, loss: 1.6633, grad_norm: 5.2058 2021-02-11 01:50:01,547 - mmaction - INFO - Epoch [20][680/3757] lr: 1.000e-02, eta: 15:47:20, time: 0.480, data_time: 0.004, memory: 7076, top1_acc: 0.6164, top5_acc: 0.8414, loss_cls: 1.5326, loss: 1.5326, grad_norm: 5.2489 2021-02-11 01:50:11,180 - mmaction - INFO - Epoch [20][700/3757] lr: 1.000e-02, eta: 15:47:10, time: 0.482, data_time: 0.002, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8164, loss_cls: 1.6450, loss: 1.6450, grad_norm: 5.4218 2021-02-11 01:50:18,477 - mmaction - INFO - Epoch [20][720/3757] lr: 1.000e-02, eta: 15:46:56, time: 0.364, data_time: 0.001, memory: 7076, top1_acc: 0.6086, top5_acc: 0.8352, loss_cls: 1.6076, loss: 1.6076, grad_norm: 5.1992 2021-02-11 01:50:27,827 - mmaction - INFO - Epoch [20][740/3757] lr: 1.000e-02, eta: 15:46:46, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.6047, top5_acc: 0.8359, loss_cls: 1.5784, loss: 1.5784, grad_norm: 5.2820 2021-02-11 01:50:36,203 - mmaction - INFO - Epoch [20][760/3757] lr: 1.000e-02, eta: 15:46:34, time: 0.416, data_time: 0.001, memory: 7076, top1_acc: 0.6086, top5_acc: 0.8336, loss_cls: 1.6302, loss: 1.6302, grad_norm: 5.4101 2021-02-11 01:50:44,787 - mmaction - INFO - Epoch [20][780/3757] lr: 1.000e-02, eta: 15:46:22, time: 0.431, data_time: 0.005, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.7010, loss: 1.7010, grad_norm: 5.3789 2021-02-11 01:50:54,527 - mmaction - INFO - Epoch [20][800/3757] lr: 1.000e-02, eta: 15:46:12, time: 0.486, data_time: 0.004, memory: 7076, top1_acc: 0.6117, top5_acc: 0.8203, loss_cls: 1.6156, loss: 1.6156, grad_norm: 5.1809 2021-02-11 01:51:02,789 - mmaction - INFO - Epoch [20][820/3757] lr: 1.000e-02, eta: 15:46:00, time: 0.414, data_time: 0.003, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8086, loss_cls: 1.7121, loss: 1.7121, grad_norm: 5.3575 2021-02-11 01:51:11,384 - mmaction - INFO - Epoch [20][840/3757] lr: 1.000e-02, eta: 15:45:48, time: 0.429, data_time: 0.001, memory: 7076, top1_acc: 0.6164, top5_acc: 0.8383, loss_cls: 1.5793, loss: 1.5793, grad_norm: 5.3192 2021-02-11 01:51:21,142 - mmaction - INFO - Epoch [20][860/3757] lr: 1.000e-02, eta: 15:45:38, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8242, loss_cls: 1.6885, loss: 1.6885, grad_norm: 5.3746 2021-02-11 01:51:28,517 - mmaction - INFO - Epoch [20][880/3757] lr: 1.000e-02, eta: 15:45:24, time: 0.368, data_time: 0.000, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8320, loss_cls: 1.6404, loss: 1.6404, grad_norm: 5.3529 2021-02-11 01:51:37,862 - mmaction - INFO - Epoch [20][900/3757] lr: 1.000e-02, eta: 15:45:14, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6582, loss: 1.6582, grad_norm: 5.2985 2021-02-11 01:51:45,515 - mmaction - INFO - Epoch [20][920/3757] lr: 1.000e-02, eta: 15:45:00, time: 0.381, data_time: 0.004, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8172, loss_cls: 1.7061, loss: 1.7061, grad_norm: 5.5664 2021-02-11 01:51:54,694 - mmaction - INFO - Epoch [20][940/3757] lr: 1.000e-02, eta: 15:44:49, time: 0.460, data_time: 0.003, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7183, loss: 1.7183, grad_norm: 5.3390 2021-02-11 01:52:03,496 - mmaction - INFO - Epoch [20][960/3757] lr: 1.000e-02, eta: 15:44:38, time: 0.441, data_time: 0.002, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.6883, loss: 1.6883, grad_norm: 5.2449 2021-02-11 01:52:12,645 - mmaction - INFO - Epoch [20][980/3757] lr: 1.000e-02, eta: 15:44:27, time: 0.458, data_time: 0.001, memory: 7076, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.6280, loss: 1.6280, grad_norm: 5.2263 2021-02-11 01:52:20,191 - mmaction - INFO - Epoch [20][1000/3757] lr: 1.000e-02, eta: 15:44:14, time: 0.377, data_time: 0.002, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.6829, loss: 1.6829, grad_norm: 5.4097 2021-02-11 01:52:29,283 - mmaction - INFO - Epoch [20][1020/3757] lr: 1.000e-02, eta: 15:44:03, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6221, loss: 1.6221, grad_norm: 5.1628 2021-02-11 01:52:37,783 - mmaction - INFO - Epoch [20][1040/3757] lr: 1.000e-02, eta: 15:43:51, time: 0.425, data_time: 0.001, memory: 7076, top1_acc: 0.5625, top5_acc: 0.8039, loss_cls: 1.7631, loss: 1.7631, grad_norm: 5.5027 2021-02-11 01:52:47,174 - mmaction - INFO - Epoch [20][1060/3757] lr: 1.000e-02, eta: 15:43:40, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8047, loss_cls: 1.7192, loss: 1.7192, grad_norm: 5.3897 2021-02-11 01:52:55,306 - mmaction - INFO - Epoch [20][1080/3757] lr: 1.000e-02, eta: 15:43:28, time: 0.407, data_time: 0.001, memory: 7076, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6470, loss: 1.6470, grad_norm: 5.2017 2021-02-11 01:53:05,098 - mmaction - INFO - Epoch [20][1100/3757] lr: 1.000e-02, eta: 15:43:18, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8109, loss_cls: 1.6703, loss: 1.6703, grad_norm: 5.3216 2021-02-11 01:53:13,503 - mmaction - INFO - Epoch [20][1120/3757] lr: 1.000e-02, eta: 15:43:06, time: 0.422, data_time: 0.004, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8070, loss_cls: 1.7353, loss: 1.7353, grad_norm: 5.4950 2021-02-11 01:53:23,179 - mmaction - INFO - Epoch [20][1140/3757] lr: 1.000e-02, eta: 15:42:56, time: 0.482, data_time: 0.002, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8234, loss_cls: 1.6768, loss: 1.6768, grad_norm: 5.2568 2021-02-11 01:53:31,032 - mmaction - INFO - Epoch [20][1160/3757] lr: 1.000e-02, eta: 15:42:43, time: 0.395, data_time: 0.005, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6386, loss: 1.6386, grad_norm: 5.1482 2021-02-11 01:53:40,601 - mmaction - INFO - Epoch [20][1180/3757] lr: 1.000e-02, eta: 15:42:33, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.5711, top5_acc: 0.8219, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.5952 2021-02-11 01:53:48,309 - mmaction - INFO - Epoch [20][1200/3757] lr: 1.000e-02, eta: 15:42:20, time: 0.393, data_time: 0.013, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.3557 2021-02-11 01:53:57,163 - mmaction - INFO - Epoch [20][1220/3757] lr: 1.000e-02, eta: 15:42:08, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7230, loss: 1.7230, grad_norm: 5.2976 2021-02-11 01:54:05,898 - mmaction - INFO - Epoch [20][1240/3757] lr: 1.000e-02, eta: 15:41:57, time: 0.437, data_time: 0.001, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8289, loss_cls: 1.6702, loss: 1.6702, grad_norm: 5.5097 2021-02-11 01:54:14,962 - mmaction - INFO - Epoch [20][1260/3757] lr: 1.000e-02, eta: 15:41:46, time: 0.452, data_time: 0.076, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8234, loss_cls: 1.7139, loss: 1.7139, grad_norm: 5.5261 2021-02-11 01:54:25,314 - mmaction - INFO - Epoch [20][1280/3757] lr: 1.000e-02, eta: 15:41:37, time: 0.518, data_time: 0.003, memory: 7076, top1_acc: 0.6055, top5_acc: 0.8164, loss_cls: 1.6514, loss: 1.6514, grad_norm: 5.2765 2021-02-11 01:54:33,739 - mmaction - INFO - Epoch [20][1300/3757] lr: 1.000e-02, eta: 15:41:25, time: 0.422, data_time: 0.002, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8203, loss_cls: 1.6946, loss: 1.6946, grad_norm: 5.5048 2021-02-11 01:54:43,330 - mmaction - INFO - Epoch [20][1320/3757] lr: 1.000e-02, eta: 15:41:15, time: 0.478, data_time: 0.003, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7107, loss: 1.7107, grad_norm: 5.4664 2021-02-11 01:54:51,948 - mmaction - INFO - Epoch [20][1340/3757] lr: 1.000e-02, eta: 15:41:03, time: 0.432, data_time: 0.003, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8266, loss_cls: 1.6750, loss: 1.6750, grad_norm: 5.6126 2021-02-11 01:55:01,551 - mmaction - INFO - Epoch [20][1360/3757] lr: 1.000e-02, eta: 15:40:53, time: 0.480, data_time: 0.003, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8055, loss_cls: 1.7514, loss: 1.7514, grad_norm: 5.4077 2021-02-11 01:55:09,796 - mmaction - INFO - Epoch [20][1380/3757] lr: 1.000e-02, eta: 15:40:41, time: 0.413, data_time: 0.003, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8258, loss_cls: 1.6797, loss: 1.6797, grad_norm: 5.2619 2021-02-11 01:55:18,586 - mmaction - INFO - Epoch [20][1400/3757] lr: 1.000e-02, eta: 15:40:29, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8305, loss_cls: 1.6243, loss: 1.6243, grad_norm: 5.2528 2021-02-11 01:55:27,205 - mmaction - INFO - Epoch [20][1420/3757] lr: 1.000e-02, eta: 15:40:18, time: 0.432, data_time: 0.003, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8227, loss_cls: 1.6675, loss: 1.6675, grad_norm: 5.3194 2021-02-11 01:55:36,112 - mmaction - INFO - Epoch [20][1440/3757] lr: 1.000e-02, eta: 15:40:06, time: 0.442, data_time: 0.001, memory: 7076, top1_acc: 0.6148, top5_acc: 0.8320, loss_cls: 1.6305, loss: 1.6305, grad_norm: 5.3364 2021-02-11 01:55:44,688 - mmaction - INFO - Epoch [20][1460/3757] lr: 1.000e-02, eta: 15:39:55, time: 0.432, data_time: 0.010, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.7525, loss: 1.7525, grad_norm: 5.4639 2021-02-11 01:55:53,082 - mmaction - INFO - Epoch [20][1480/3757] lr: 1.000e-02, eta: 15:39:43, time: 0.420, data_time: 0.002, memory: 7076, top1_acc: 0.5594, top5_acc: 0.8156, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.5675 2021-02-11 01:56:01,525 - mmaction - INFO - Epoch [20][1500/3757] lr: 1.000e-02, eta: 15:39:31, time: 0.422, data_time: 0.001, memory: 7076, top1_acc: 0.6078, top5_acc: 0.8281, loss_cls: 1.6095, loss: 1.6095, grad_norm: 5.2521 2021-02-11 01:56:09,842 - mmaction - INFO - Epoch [20][1520/3757] lr: 1.000e-02, eta: 15:39:18, time: 0.416, data_time: 0.001, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8172, loss_cls: 1.7275, loss: 1.7275, grad_norm: 5.3888 2021-02-11 01:56:18,071 - mmaction - INFO - Epoch [20][1540/3757] lr: 1.000e-02, eta: 15:39:06, time: 0.411, data_time: 0.001, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8133, loss_cls: 1.6804, loss: 1.6804, grad_norm: 5.3038 2021-02-11 01:56:27,484 - mmaction - INFO - Epoch [20][1560/3757] lr: 1.000e-02, eta: 15:38:56, time: 0.470, data_time: 0.004, memory: 7076, top1_acc: 0.5672, top5_acc: 0.8102, loss_cls: 1.7308, loss: 1.7308, grad_norm: 5.4359 2021-02-11 01:56:37,166 - mmaction - INFO - Epoch [20][1580/3757] lr: 1.000e-02, eta: 15:38:46, time: 0.485, data_time: 0.003, memory: 7076, top1_acc: 0.6008, top5_acc: 0.8320, loss_cls: 1.6024, loss: 1.6024, grad_norm: 5.0617 2021-02-11 01:56:46,611 - mmaction - INFO - Epoch [20][1600/3757] lr: 1.000e-02, eta: 15:38:35, time: 0.471, data_time: 0.003, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8320, loss_cls: 1.6753, loss: 1.6753, grad_norm: 5.4888 2021-02-11 01:56:54,449 - mmaction - INFO - Epoch [20][1620/3757] lr: 1.000e-02, eta: 15:38:22, time: 0.392, data_time: 0.003, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8266, loss_cls: 1.6608, loss: 1.6608, grad_norm: 5.2908 2021-02-11 01:57:04,224 - mmaction - INFO - Epoch [20][1640/3757] lr: 1.000e-02, eta: 15:38:12, time: 0.484, data_time: 0.026, memory: 7076, top1_acc: 0.6148, top5_acc: 0.8313, loss_cls: 1.6418, loss: 1.6418, grad_norm: 5.2790 2021-02-11 01:57:12,671 - mmaction - INFO - Epoch [20][1660/3757] lr: 1.000e-02, eta: 15:38:01, time: 0.425, data_time: 0.007, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8211, loss_cls: 1.7228, loss: 1.7228, grad_norm: 5.4170 2021-02-11 01:57:21,162 - mmaction - INFO - Epoch [20][1680/3757] lr: 1.000e-02, eta: 15:37:49, time: 0.427, data_time: 0.005, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8086, loss_cls: 1.7429, loss: 1.7429, grad_norm: 5.2870 2021-02-11 01:57:29,800 - mmaction - INFO - Epoch [20][1700/3757] lr: 1.000e-02, eta: 15:37:37, time: 0.433, data_time: 0.003, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8250, loss_cls: 1.6498, loss: 1.6498, grad_norm: 5.2205 2021-02-11 01:57:40,083 - mmaction - INFO - Epoch [20][1720/3757] lr: 1.000e-02, eta: 15:37:28, time: 0.513, data_time: 0.000, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8266, loss_cls: 1.6761, loss: 1.6761, grad_norm: 5.3784 2021-02-11 01:57:48,581 - mmaction - INFO - Epoch [20][1740/3757] lr: 1.000e-02, eta: 15:37:16, time: 0.425, data_time: 0.028, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8359, loss_cls: 1.6138, loss: 1.6138, grad_norm: 5.3239 2021-02-11 01:57:58,920 - mmaction - INFO - Epoch [20][1760/3757] lr: 1.000e-02, eta: 15:37:07, time: 0.516, data_time: 0.003, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8102, loss_cls: 1.7666, loss: 1.7666, grad_norm: 5.4830 2021-02-11 01:58:07,404 - mmaction - INFO - Epoch [20][1780/3757] lr: 1.000e-02, eta: 15:36:55, time: 0.425, data_time: 0.003, memory: 7076, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6491, loss: 1.6491, grad_norm: 5.2378 2021-02-11 01:58:16,617 - mmaction - INFO - Epoch [20][1800/3757] lr: 1.000e-02, eta: 15:36:45, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.5742, top5_acc: 0.8109, loss_cls: 1.7275, loss: 1.7275, grad_norm: 5.5164 2021-02-11 01:58:26,211 - mmaction - INFO - Epoch [20][1820/3757] lr: 1.000e-02, eta: 15:36:35, time: 0.483, data_time: 0.005, memory: 7076, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.6089, loss: 1.6089, grad_norm: 5.3241 2021-02-11 01:58:35,436 - mmaction - INFO - Epoch [20][1840/3757] lr: 1.000e-02, eta: 15:36:24, time: 0.461, data_time: 0.001, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8055, loss_cls: 1.7251, loss: 1.7251, grad_norm: 5.2536 2021-02-11 01:58:44,809 - mmaction - INFO - Epoch [20][1860/3757] lr: 1.000e-02, eta: 15:36:13, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8125, loss_cls: 1.7673, loss: 1.7673, grad_norm: 5.4494 2021-02-11 01:58:53,783 - mmaction - INFO - Epoch [20][1880/3757] lr: 1.000e-02, eta: 15:36:02, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8281, loss_cls: 1.6927, loss: 1.6927, grad_norm: 5.4526 2021-02-11 01:59:03,265 - mmaction - INFO - Epoch [20][1900/3757] lr: 1.000e-02, eta: 15:35:52, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.5766, top5_acc: 0.8047, loss_cls: 1.7826, loss: 1.7826, grad_norm: 5.6637 2021-02-11 01:59:10,936 - mmaction - INFO - Epoch [20][1920/3757] lr: 1.000e-02, eta: 15:35:39, time: 0.384, data_time: 0.003, memory: 7076, top1_acc: 0.5992, top5_acc: 0.8266, loss_cls: 1.6527, loss: 1.6527, grad_norm: 5.4603 2021-02-11 01:59:19,936 - mmaction - INFO - Epoch [20][1940/3757] lr: 1.000e-02, eta: 15:35:28, time: 0.448, data_time: 0.054, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8180, loss_cls: 1.6730, loss: 1.6730, grad_norm: 5.3695 2021-02-11 01:59:29,441 - mmaction - INFO - Epoch [20][1960/3757] lr: 1.000e-02, eta: 15:35:18, time: 0.477, data_time: 0.046, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8172, loss_cls: 1.6941, loss: 1.6941, grad_norm: 5.4120 2021-02-11 01:59:37,574 - mmaction - INFO - Epoch [20][1980/3757] lr: 1.000e-02, eta: 15:35:05, time: 0.406, data_time: 0.001, memory: 7076, top1_acc: 0.6062, top5_acc: 0.8281, loss_cls: 1.6368, loss: 1.6368, grad_norm: 5.2913 2021-02-11 01:59:46,739 - mmaction - INFO - Epoch [20][2000/3757] lr: 1.000e-02, eta: 15:34:54, time: 0.456, data_time: 0.003, memory: 7076, top1_acc: 0.5984, top5_acc: 0.8203, loss_cls: 1.6725, loss: 1.6725, grad_norm: 5.2436 2021-02-11 01:59:55,333 - mmaction - INFO - Epoch [20][2020/3757] lr: 1.000e-02, eta: 15:34:43, time: 0.432, data_time: 0.004, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8000, loss_cls: 1.7739, loss: 1.7739, grad_norm: 5.4024 2021-02-11 02:00:03,530 - mmaction - INFO - Epoch [20][2040/3757] lr: 1.000e-02, eta: 15:34:30, time: 0.410, data_time: 0.001, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8281, loss_cls: 1.6199, loss: 1.6199, grad_norm: 5.2490 2021-02-11 02:00:12,748 - mmaction - INFO - Epoch [20][2060/3757] lr: 1.000e-02, eta: 15:34:20, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8250, loss_cls: 1.6229, loss: 1.6229, grad_norm: 5.2587 2021-02-11 02:00:20,833 - mmaction - INFO - Epoch [20][2080/3757] lr: 1.000e-02, eta: 15:34:07, time: 0.400, data_time: 0.001, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8266, loss_cls: 1.6016, loss: 1.6016, grad_norm: 5.1949 2021-02-11 02:00:29,401 - mmaction - INFO - Epoch [20][2100/3757] lr: 1.000e-02, eta: 15:33:55, time: 0.433, data_time: 0.007, memory: 7076, top1_acc: 0.6102, top5_acc: 0.8211, loss_cls: 1.6469, loss: 1.6469, grad_norm: 5.3620 2021-02-11 02:00:38,361 - mmaction - INFO - Epoch [20][2120/3757] lr: 1.000e-02, eta: 15:33:44, time: 0.448, data_time: 0.004, memory: 7076, top1_acc: 0.6086, top5_acc: 0.8406, loss_cls: 1.5637, loss: 1.5637, grad_norm: 5.2500 2021-02-11 02:00:47,303 - mmaction - INFO - Epoch [20][2140/3757] lr: 1.000e-02, eta: 15:33:33, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.5695, top5_acc: 0.8086, loss_cls: 1.7989, loss: 1.7989, grad_norm: 5.5808 2021-02-11 02:00:55,810 - mmaction - INFO - Epoch [20][2160/3757] lr: 1.000e-02, eta: 15:33:21, time: 0.428, data_time: 0.006, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8359, loss_cls: 1.5936, loss: 1.5936, grad_norm: 5.2573 2021-02-11 02:01:05,087 - mmaction - INFO - Epoch [20][2180/3757] lr: 1.000e-02, eta: 15:33:11, time: 0.464, data_time: 0.003, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8219, loss_cls: 1.6864, loss: 1.6864, grad_norm: 5.2826 2021-02-11 02:01:13,336 - mmaction - INFO - Epoch [20][2200/3757] lr: 1.000e-02, eta: 15:32:59, time: 0.414, data_time: 0.004, memory: 7076, top1_acc: 0.5969, top5_acc: 0.8266, loss_cls: 1.6315, loss: 1.6315, grad_norm: 5.3146 2021-02-11 02:01:24,124 - mmaction - INFO - Epoch [20][2220/3757] lr: 1.000e-02, eta: 15:32:50, time: 0.531, data_time: 0.003, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8102, loss_cls: 1.7805, loss: 1.7805, grad_norm: 5.5152 2021-02-11 02:01:31,807 - mmaction - INFO - Epoch [20][2240/3757] lr: 1.000e-02, eta: 15:32:37, time: 0.393, data_time: 0.010, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7255, loss: 1.7255, grad_norm: 5.4286 2021-02-11 02:01:41,667 - mmaction - INFO - Epoch [20][2260/3757] lr: 1.000e-02, eta: 15:32:28, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6440, loss: 1.6440, grad_norm: 5.4039 2021-02-11 02:01:49,166 - mmaction - INFO - Epoch [20][2280/3757] lr: 1.000e-02, eta: 15:32:14, time: 0.375, data_time: 0.003, memory: 7076, top1_acc: 0.5734, top5_acc: 0.8102, loss_cls: 1.7308, loss: 1.7308, grad_norm: 5.4211 2021-02-11 02:01:58,147 - mmaction - INFO - Epoch [20][2300/3757] lr: 1.000e-02, eta: 15:32:03, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.6700, loss: 1.6700, grad_norm: 5.3387 2021-02-11 02:02:06,594 - mmaction - INFO - Epoch [20][2320/3757] lr: 1.000e-02, eta: 15:31:51, time: 0.423, data_time: 0.002, memory: 7076, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6739, loss: 1.6739, grad_norm: 5.1391 2021-02-11 02:02:15,533 - mmaction - INFO - Epoch [20][2340/3757] lr: 1.000e-02, eta: 15:31:40, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8172, loss_cls: 1.6144, loss: 1.6144, grad_norm: 5.2347 2021-02-11 02:02:25,090 - mmaction - INFO - Epoch [20][2360/3757] lr: 1.000e-02, eta: 15:31:30, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8148, loss_cls: 1.7408, loss: 1.7408, grad_norm: 5.4713 2021-02-11 02:02:33,185 - mmaction - INFO - Epoch [20][2380/3757] lr: 1.000e-02, eta: 15:31:17, time: 0.405, data_time: 0.001, memory: 7076, top1_acc: 0.5703, top5_acc: 0.8148, loss_cls: 1.6910, loss: 1.6910, grad_norm: 5.3388 2021-02-11 02:02:42,808 - mmaction - INFO - Epoch [20][2400/3757] lr: 1.000e-02, eta: 15:31:07, time: 0.480, data_time: 0.019, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.7087, loss: 1.7087, grad_norm: 5.4043 2021-02-11 02:02:51,590 - mmaction - INFO - Epoch [20][2420/3757] lr: 1.000e-02, eta: 15:30:56, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.5820, top5_acc: 0.8187, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.4496 2021-02-11 02:02:59,171 - mmaction - INFO - Epoch [20][2440/3757] lr: 1.000e-02, eta: 15:30:43, time: 0.380, data_time: 0.002, memory: 7076, top1_acc: 0.6047, top5_acc: 0.8242, loss_cls: 1.6575, loss: 1.6575, grad_norm: 5.4403 2021-02-11 02:03:07,444 - mmaction - INFO - Epoch [20][2460/3757] lr: 1.000e-02, eta: 15:30:31, time: 0.413, data_time: 0.001, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8125, loss_cls: 1.6329, loss: 1.6329, grad_norm: 5.3064 2021-02-11 02:03:17,011 - mmaction - INFO - Epoch [20][2480/3757] lr: 1.000e-02, eta: 15:30:21, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.5719, top5_acc: 0.8133, loss_cls: 1.7339, loss: 1.7339, grad_norm: 5.5303 2021-02-11 02:03:26,236 - mmaction - INFO - Epoch [20][2500/3757] lr: 1.000e-02, eta: 15:30:10, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.5914, top5_acc: 0.8250, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.3035 2021-02-11 02:03:33,872 - mmaction - INFO - Epoch [20][2520/3757] lr: 1.000e-02, eta: 15:29:57, time: 0.381, data_time: 0.002, memory: 7076, top1_acc: 0.5984, top5_acc: 0.8219, loss_cls: 1.6423, loss: 1.6423, grad_norm: 5.2439 2021-02-11 02:03:43,566 - mmaction - INFO - Epoch [20][2540/3757] lr: 1.000e-02, eta: 15:29:47, time: 0.484, data_time: 0.004, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.7083, loss: 1.7083, grad_norm: 5.3307 2021-02-11 02:03:51,499 - mmaction - INFO - Epoch [20][2560/3757] lr: 1.000e-02, eta: 15:29:34, time: 0.392, data_time: 0.002, memory: 7076, top1_acc: 0.5883, top5_acc: 0.8320, loss_cls: 1.7030, loss: 1.7030, grad_norm: 5.5320 2021-02-11 02:04:00,878 - mmaction - INFO - Epoch [20][2580/3757] lr: 1.000e-02, eta: 15:29:23, time: 0.467, data_time: 0.007, memory: 7076, top1_acc: 0.5828, top5_acc: 0.7953, loss_cls: 1.7297, loss: 1.7297, grad_norm: 5.4838 2021-02-11 02:04:08,952 - mmaction - INFO - Epoch [20][2600/3757] lr: 1.000e-02, eta: 15:29:11, time: 0.411, data_time: 0.008, memory: 7076, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.5922, loss: 1.5922, grad_norm: 5.1332 2021-02-11 02:04:17,497 - mmaction - INFO - Epoch [20][2620/3757] lr: 1.000e-02, eta: 15:29:00, time: 0.428, data_time: 0.003, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.7426, loss: 1.7426, grad_norm: 5.4412 2021-02-11 02:04:25,697 - mmaction - INFO - Epoch [20][2640/3757] lr: 1.000e-02, eta: 15:28:47, time: 0.408, data_time: 0.020, memory: 7076, top1_acc: 0.5773, top5_acc: 0.8133, loss_cls: 1.6966, loss: 1.6966, grad_norm: 5.2477 2021-02-11 02:04:35,862 - mmaction - INFO - Epoch [20][2660/3757] lr: 1.000e-02, eta: 15:28:38, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8211, loss_cls: 1.6360, loss: 1.6360, grad_norm: 5.2392 2021-02-11 02:04:43,712 - mmaction - INFO - Epoch [20][2680/3757] lr: 1.000e-02, eta: 15:28:25, time: 0.392, data_time: 0.003, memory: 7076, top1_acc: 0.5852, top5_acc: 0.7914, loss_cls: 1.7802, loss: 1.7802, grad_norm: 5.5238 2021-02-11 02:04:52,747 - mmaction - INFO - Epoch [20][2700/3757] lr: 1.000e-02, eta: 15:28:14, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.6070, top5_acc: 0.8195, loss_cls: 1.6420, loss: 1.6420, grad_norm: 5.1310 2021-02-11 02:05:03,002 - mmaction - INFO - Epoch [20][2720/3757] lr: 1.000e-02, eta: 15:28:05, time: 0.511, data_time: 0.014, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8164, loss_cls: 1.7033, loss: 1.7033, grad_norm: 5.2796 2021-02-11 02:05:10,276 - mmaction - INFO - Epoch [20][2740/3757] lr: 1.000e-02, eta: 15:27:52, time: 0.365, data_time: 0.003, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8180, loss_cls: 1.6567, loss: 1.6567, grad_norm: 5.4276 2021-02-11 02:05:19,381 - mmaction - INFO - Epoch [20][2760/3757] lr: 1.000e-02, eta: 15:27:41, time: 0.456, data_time: 0.003, memory: 7076, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.6795, loss: 1.6795, grad_norm: 5.2838 2021-02-11 02:05:28,147 - mmaction - INFO - Epoch [20][2780/3757] lr: 1.000e-02, eta: 15:27:29, time: 0.437, data_time: 0.009, memory: 7076, top1_acc: 0.6109, top5_acc: 0.8258, loss_cls: 1.6276, loss: 1.6276, grad_norm: 5.3704 2021-02-11 02:05:37,021 - mmaction - INFO - Epoch [20][2800/3757] lr: 1.000e-02, eta: 15:27:18, time: 0.445, data_time: 0.070, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8281, loss_cls: 1.6502, loss: 1.6502, grad_norm: 5.2963 2021-02-11 02:05:47,084 - mmaction - INFO - Epoch [20][2820/3757] lr: 1.000e-02, eta: 15:27:09, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8219, loss_cls: 1.6873, loss: 1.6873, grad_norm: 5.4360 2021-02-11 02:05:55,095 - mmaction - INFO - Epoch [20][2840/3757] lr: 1.000e-02, eta: 15:26:56, time: 0.402, data_time: 0.011, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8250, loss_cls: 1.6208, loss: 1.6208, grad_norm: 5.2382 2021-02-11 02:06:03,736 - mmaction - INFO - Epoch [20][2860/3757] lr: 1.000e-02, eta: 15:26:45, time: 0.432, data_time: 0.004, memory: 7076, top1_acc: 0.5609, top5_acc: 0.8070, loss_cls: 1.8104, loss: 1.8104, grad_norm: 5.6713 2021-02-11 02:06:12,656 - mmaction - INFO - Epoch [20][2880/3757] lr: 1.000e-02, eta: 15:26:34, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.5852, top5_acc: 0.8063, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.4894 2021-02-11 02:06:20,880 - mmaction - INFO - Epoch [20][2900/3757] lr: 1.000e-02, eta: 15:26:22, time: 0.410, data_time: 0.001, memory: 7076, top1_acc: 0.6086, top5_acc: 0.8344, loss_cls: 1.5790, loss: 1.5790, grad_norm: 5.1424 2021-02-11 02:06:29,769 - mmaction - INFO - Epoch [20][2920/3757] lr: 1.000e-02, eta: 15:26:10, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8180, loss_cls: 1.7064, loss: 1.7064, grad_norm: 5.5018 2021-02-11 02:06:38,556 - mmaction - INFO - Epoch [20][2940/3757] lr: 1.000e-02, eta: 15:25:59, time: 0.440, data_time: 0.001, memory: 7076, top1_acc: 0.5750, top5_acc: 0.8336, loss_cls: 1.6907, loss: 1.6907, grad_norm: 5.2961 2021-02-11 02:06:47,525 - mmaction - INFO - Epoch [20][2960/3757] lr: 1.000e-02, eta: 15:25:48, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.5813, top5_acc: 0.8148, loss_cls: 1.7470, loss: 1.7470, grad_norm: 5.3525 2021-02-11 02:06:55,761 - mmaction - INFO - Epoch [20][2980/3757] lr: 1.000e-02, eta: 15:25:36, time: 0.411, data_time: 0.002, memory: 7076, top1_acc: 0.6031, top5_acc: 0.8164, loss_cls: 1.7147, loss: 1.7147, grad_norm: 5.3593 2021-02-11 02:07:04,892 - mmaction - INFO - Epoch [20][3000/3757] lr: 1.000e-02, eta: 15:25:25, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.6664, loss: 1.6664, grad_norm: 5.3406 2021-02-11 02:07:14,799 - mmaction - INFO - Epoch [20][3020/3757] lr: 1.000e-02, eta: 15:25:15, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.6016, top5_acc: 0.8211, loss_cls: 1.6675, loss: 1.6675, grad_norm: 5.3928 2021-02-11 02:07:22,928 - mmaction - INFO - Epoch [20][3040/3757] lr: 1.000e-02, eta: 15:25:03, time: 0.408, data_time: 0.037, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.6654, loss: 1.6654, grad_norm: 5.3491 2021-02-11 02:07:31,999 - mmaction - INFO - Epoch [20][3060/3757] lr: 1.000e-02, eta: 15:24:52, time: 0.455, data_time: 0.006, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8094, loss_cls: 1.7308, loss: 1.7308, grad_norm: 5.3908 2021-02-11 02:07:40,154 - mmaction - INFO - Epoch [20][3080/3757] lr: 1.000e-02, eta: 15:24:40, time: 0.407, data_time: 0.001, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8187, loss_cls: 1.6712, loss: 1.6712, grad_norm: 5.3104 2021-02-11 02:07:48,563 - mmaction - INFO - Epoch [20][3100/3757] lr: 1.000e-02, eta: 15:24:28, time: 0.421, data_time: 0.004, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8156, loss_cls: 1.7490, loss: 1.7490, grad_norm: 5.4369 2021-02-11 02:07:57,216 - mmaction - INFO - Epoch [20][3120/3757] lr: 1.000e-02, eta: 15:24:17, time: 0.432, data_time: 0.002, memory: 7076, top1_acc: 0.6000, top5_acc: 0.8305, loss_cls: 1.6413, loss: 1.6413, grad_norm: 5.4360 2021-02-11 02:08:05,907 - mmaction - INFO - Epoch [20][3140/3757] lr: 1.000e-02, eta: 15:24:05, time: 0.436, data_time: 0.003, memory: 7076, top1_acc: 0.5836, top5_acc: 0.8117, loss_cls: 1.7270, loss: 1.7270, grad_norm: 5.4169 2021-02-11 02:08:14,844 - mmaction - INFO - Epoch [20][3160/3757] lr: 1.000e-02, eta: 15:23:54, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.5516, top5_acc: 0.7937, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.5646 2021-02-11 02:08:23,700 - mmaction - INFO - Epoch [20][3180/3757] lr: 1.000e-02, eta: 15:23:43, time: 0.443, data_time: 0.003, memory: 7076, top1_acc: 0.5891, top5_acc: 0.8172, loss_cls: 1.7080, loss: 1.7080, grad_norm: 5.3693 2021-02-11 02:08:32,239 - mmaction - INFO - Epoch [20][3200/3757] lr: 1.000e-02, eta: 15:23:31, time: 0.427, data_time: 0.002, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8164, loss_cls: 1.7094, loss: 1.7094, grad_norm: 5.2803 2021-02-11 02:08:40,985 - mmaction - INFO - Epoch [20][3220/3757] lr: 1.000e-02, eta: 15:23:20, time: 0.437, data_time: 0.066, memory: 7076, top1_acc: 0.5977, top5_acc: 0.8016, loss_cls: 1.6991, loss: 1.6991, grad_norm: 5.1884 2021-02-11 02:08:49,967 - mmaction - INFO - Epoch [20][3240/3757] lr: 1.000e-02, eta: 15:23:09, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7109, loss: 1.7109, grad_norm: 5.3579 2021-02-11 02:08:59,048 - mmaction - INFO - Epoch [20][3260/3757] lr: 1.000e-02, eta: 15:22:58, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.5828, top5_acc: 0.8156, loss_cls: 1.6935, loss: 1.6935, grad_norm: 5.3422 2021-02-11 02:09:08,674 - mmaction - INFO - Epoch [20][3280/3757] lr: 1.000e-02, eta: 15:22:48, time: 0.482, data_time: 0.004, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8039, loss_cls: 1.7622, loss: 1.7622, grad_norm: 5.4796 2021-02-11 02:09:17,841 - mmaction - INFO - Epoch [20][3300/3757] lr: 1.000e-02, eta: 15:22:37, time: 0.459, data_time: 0.003, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8109, loss_cls: 1.7556, loss: 1.7556, grad_norm: 5.4368 2021-02-11 02:09:26,677 - mmaction - INFO - Epoch [20][3320/3757] lr: 1.000e-02, eta: 15:22:26, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.6086, top5_acc: 0.8305, loss_cls: 1.5704, loss: 1.5704, grad_norm: 5.1695 2021-02-11 02:09:35,745 - mmaction - INFO - Epoch [20][3340/3757] lr: 1.000e-02, eta: 15:22:15, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.6070, top5_acc: 0.8187, loss_cls: 1.6208, loss: 1.6208, grad_norm: 5.1987 2021-02-11 02:09:43,917 - mmaction - INFO - Epoch [20][3360/3757] lr: 1.000e-02, eta: 15:22:03, time: 0.409, data_time: 0.002, memory: 7076, top1_acc: 0.5828, top5_acc: 0.7922, loss_cls: 1.7366, loss: 1.7366, grad_norm: 5.3968 2021-02-11 02:09:53,821 - mmaction - INFO - Epoch [20][3380/3757] lr: 1.000e-02, eta: 15:21:53, time: 0.495, data_time: 0.013, memory: 7076, top1_acc: 0.5953, top5_acc: 0.8109, loss_cls: 1.7300, loss: 1.7300, grad_norm: 5.2585 2021-02-11 02:10:01,738 - mmaction - INFO - Epoch [20][3400/3757] lr: 1.000e-02, eta: 15:21:41, time: 0.397, data_time: 0.003, memory: 7076, top1_acc: 0.5945, top5_acc: 0.8406, loss_cls: 1.6110, loss: 1.6110, grad_norm: 5.3864 2021-02-11 02:10:10,892 - mmaction - INFO - Epoch [20][3420/3757] lr: 1.000e-02, eta: 15:21:30, time: 0.458, data_time: 0.007, memory: 7076, top1_acc: 0.6047, top5_acc: 0.8258, loss_cls: 1.6109, loss: 1.6109, grad_norm: 5.1797 2021-02-11 02:10:20,319 - mmaction - INFO - Epoch [20][3440/3757] lr: 1.000e-02, eta: 15:21:20, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.6117, top5_acc: 0.8203, loss_cls: 1.6325, loss: 1.6325, grad_norm: 5.2712 2021-02-11 02:10:29,358 - mmaction - INFO - Epoch [20][3460/3757] lr: 1.000e-02, eta: 15:21:09, time: 0.456, data_time: 0.006, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8187, loss_cls: 1.7143, loss: 1.7143, grad_norm: 5.3486 2021-02-11 02:10:38,251 - mmaction - INFO - Epoch [20][3480/3757] lr: 1.000e-02, eta: 15:20:58, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.5898, top5_acc: 0.8281, loss_cls: 1.6427, loss: 1.6427, grad_norm: 5.3306 2021-02-11 02:10:47,874 - mmaction - INFO - Epoch [20][3500/3757] lr: 1.000e-02, eta: 15:20:48, time: 0.482, data_time: 0.002, memory: 7076, top1_acc: 0.5547, top5_acc: 0.8039, loss_cls: 1.7840, loss: 1.7840, grad_norm: 5.4893 2021-02-11 02:10:56,420 - mmaction - INFO - Epoch [20][3520/3757] lr: 1.000e-02, eta: 15:20:36, time: 0.426, data_time: 0.001, memory: 7076, top1_acc: 0.6023, top5_acc: 0.8242, loss_cls: 1.6406, loss: 1.6406, grad_norm: 5.2453 2021-02-11 02:11:05,625 - mmaction - INFO - Epoch [20][3540/3757] lr: 1.000e-02, eta: 15:20:25, time: 0.461, data_time: 0.005, memory: 7076, top1_acc: 0.5930, top5_acc: 0.8164, loss_cls: 1.6412, loss: 1.6412, grad_norm: 5.3613 2021-02-11 02:11:13,614 - mmaction - INFO - Epoch [20][3560/3757] lr: 1.000e-02, eta: 15:20:13, time: 0.399, data_time: 0.002, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7629, loss: 1.7629, grad_norm: 5.3169 2021-02-11 02:11:23,802 - mmaction - INFO - Epoch [20][3580/3757] lr: 1.000e-02, eta: 15:20:04, time: 0.510, data_time: 0.003, memory: 7076, top1_acc: 0.6055, top5_acc: 0.8109, loss_cls: 1.7078, loss: 1.7078, grad_norm: 5.2922 2021-02-11 02:11:31,203 - mmaction - INFO - Epoch [20][3600/3757] lr: 1.000e-02, eta: 15:19:50, time: 0.370, data_time: 0.001, memory: 7076, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.6967, loss: 1.6967, grad_norm: 5.2718 2021-02-11 02:11:40,410 - mmaction - INFO - Epoch [20][3620/3757] lr: 1.000e-02, eta: 15:19:40, time: 0.459, data_time: 0.014, memory: 7076, top1_acc: 0.5961, top5_acc: 0.8203, loss_cls: 1.6964, loss: 1.6964, grad_norm: 5.3290 2021-02-11 02:11:48,757 - mmaction - INFO - Epoch [20][3640/3757] lr: 1.000e-02, eta: 15:19:28, time: 0.418, data_time: 0.005, memory: 7076, top1_acc: 0.5859, top5_acc: 0.8078, loss_cls: 1.7153, loss: 1.7153, grad_norm: 5.3763 2021-02-11 02:11:58,092 - mmaction - INFO - Epoch [20][3660/3757] lr: 1.000e-02, eta: 15:19:17, time: 0.466, data_time: 0.011, memory: 7076, top1_acc: 0.5875, top5_acc: 0.8117, loss_cls: 1.6693, loss: 1.6693, grad_norm: 5.2586 2021-02-11 02:12:06,552 - mmaction - INFO - Epoch [20][3680/3757] lr: 1.000e-02, eta: 15:19:06, time: 0.423, data_time: 0.024, memory: 7076, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7463, loss: 1.7463, grad_norm: 5.4429 2021-02-11 02:12:16,829 - mmaction - INFO - Epoch [20][3700/3757] lr: 1.000e-02, eta: 15:18:57, time: 0.514, data_time: 0.002, memory: 7076, top1_acc: 0.5844, top5_acc: 0.8102, loss_cls: 1.7092, loss: 1.7092, grad_norm: 5.5429 2021-02-11 02:12:24,867 - mmaction - INFO - Epoch [20][3720/3757] lr: 1.000e-02, eta: 15:18:44, time: 0.403, data_time: 0.002, memory: 7076, top1_acc: 0.5727, top5_acc: 0.8086, loss_cls: 1.8362, loss: 1.8362, grad_norm: 5.5898 2021-02-11 02:12:34,197 - mmaction - INFO - Epoch [20][3740/3757] lr: 1.000e-02, eta: 15:18:34, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.5867, top5_acc: 0.8164, loss_cls: 1.6871, loss: 1.6871, grad_norm: 5.1426 2021-02-11 02:12:50,635 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-02-11 02:17:21,767 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-02-11 02:17:22,536 - mmaction - INFO - top1_acc 0.6077 top5_acc 0.8444 2021-02-11 02:17:22,536 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-02-11 02:17:22,580 - mmaction - INFO - mean_acc 0.6076 2021-02-11 02:17:22,586 - mmaction - INFO - Epoch(val) [20][3757] top1_acc: 0.6077, top5_acc: 0.8444, mean_class_accuracy: 0.6076 2021-02-11 02:19:13,745 - mmaction - INFO - Epoch [21][20/3757] lr: 1.000e-03, eta: 15:20:35, time: 5.556, data_time: 5.112, memory: 7076, top1_acc: 0.6281, top5_acc: 0.8430, loss_cls: 1.5498, loss: 1.5498, grad_norm: 5.2009 2021-02-11 02:19:23,874 - mmaction - INFO - Epoch [21][40/3757] lr: 1.000e-03, eta: 15:20:26, time: 0.506, data_time: 0.098, memory: 7076, top1_acc: 0.6117, top5_acc: 0.8211, loss_cls: 1.6114, loss: 1.6114, grad_norm: 5.2057 2021-02-11 02:19:31,194 - mmaction - INFO - Epoch [21][60/3757] lr: 1.000e-03, eta: 15:20:12, time: 0.367, data_time: 0.001, memory: 7076, top1_acc: 0.5992, top5_acc: 0.8078, loss_cls: 1.6854, loss: 1.6854, grad_norm: 5.1655 2021-02-11 02:19:40,434 - mmaction - INFO - Epoch [21][80/3757] lr: 1.000e-03, eta: 15:20:02, time: 0.461, data_time: 0.007, memory: 7076, top1_acc: 0.6281, top5_acc: 0.8359, loss_cls: 1.5195, loss: 1.5195, grad_norm: 4.8960 2021-02-11 02:19:50,030 - mmaction - INFO - Epoch [21][100/3757] lr: 1.000e-03, eta: 15:19:51, time: 0.480, data_time: 0.037, memory: 7076, top1_acc: 0.6227, top5_acc: 0.8492, loss_cls: 1.4735, loss: 1.4735, grad_norm: 4.9648 2021-02-11 02:19:57,782 - mmaction - INFO - Epoch [21][120/3757] lr: 1.000e-03, eta: 15:19:39, time: 0.388, data_time: 0.001, memory: 7076, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.5206, loss: 1.5206, grad_norm: 4.9801 2021-02-11 02:20:06,100 - mmaction - INFO - Epoch [21][140/3757] lr: 1.000e-03, eta: 15:19:27, time: 0.416, data_time: 0.006, memory: 7076, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4354, loss: 1.4354, grad_norm: 4.7710 2021-02-11 02:20:15,856 - mmaction - INFO - Epoch [21][160/3757] lr: 1.000e-03, eta: 15:19:17, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.6398, top5_acc: 0.8461, loss_cls: 1.4722, loss: 1.4722, grad_norm: 4.8348 2021-02-11 02:20:24,803 - mmaction - INFO - Epoch [21][180/3757] lr: 1.000e-03, eta: 15:19:06, time: 0.447, data_time: 0.003, memory: 7076, top1_acc: 0.6398, top5_acc: 0.8547, loss_cls: 1.4348, loss: 1.4348, grad_norm: 4.8078 2021-02-11 02:20:33,701 - mmaction - INFO - Epoch [21][200/3757] lr: 1.000e-03, eta: 15:18:54, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.6586, top5_acc: 0.8648, loss_cls: 1.3922, loss: 1.3922, grad_norm: 4.9336 2021-02-11 02:20:41,914 - mmaction - INFO - Epoch [21][220/3757] lr: 1.000e-03, eta: 15:18:42, time: 0.411, data_time: 0.002, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8430, loss_cls: 1.4404, loss: 1.4404, grad_norm: 4.8688 2021-02-11 02:20:50,396 - mmaction - INFO - Epoch [21][240/3757] lr: 1.000e-03, eta: 15:18:31, time: 0.424, data_time: 0.018, memory: 7076, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4490, loss: 1.4490, grad_norm: 4.9151 2021-02-11 02:21:00,078 - mmaction - INFO - Epoch [21][260/3757] lr: 1.000e-03, eta: 15:18:21, time: 0.484, data_time: 0.042, memory: 7076, top1_acc: 0.6203, top5_acc: 0.8562, loss_cls: 1.5019, loss: 1.5019, grad_norm: 4.9558 2021-02-11 02:21:08,599 - mmaction - INFO - Epoch [21][280/3757] lr: 1.000e-03, eta: 15:18:09, time: 0.425, data_time: 0.065, memory: 7076, top1_acc: 0.6320, top5_acc: 0.8367, loss_cls: 1.4789, loss: 1.4789, grad_norm: 4.9237 2021-02-11 02:21:17,208 - mmaction - INFO - Epoch [21][300/3757] lr: 1.000e-03, eta: 15:17:57, time: 0.431, data_time: 0.003, memory: 7076, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4501, loss: 1.4501, grad_norm: 4.8958 2021-02-11 02:21:25,743 - mmaction - INFO - Epoch [21][320/3757] lr: 1.000e-03, eta: 15:17:46, time: 0.427, data_time: 0.002, memory: 7076, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4463, loss: 1.4463, grad_norm: 4.9231 2021-02-11 02:21:37,416 - mmaction - INFO - Epoch [21][340/3757] lr: 1.000e-03, eta: 15:17:39, time: 0.583, data_time: 0.006, memory: 7076, top1_acc: 0.6617, top5_acc: 0.8664, loss_cls: 1.3711, loss: 1.3711, grad_norm: 4.7550 2021-02-11 02:21:45,168 - mmaction - INFO - Epoch [21][360/3757] lr: 1.000e-03, eta: 15:17:26, time: 0.389, data_time: 0.004, memory: 7076, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3835, loss: 1.3835, grad_norm: 4.8179 2021-02-11 02:21:54,676 - mmaction - INFO - Epoch [21][380/3757] lr: 1.000e-03, eta: 15:17:16, time: 0.475, data_time: 0.052, memory: 7076, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4394, loss: 1.4394, grad_norm: 4.9822 2021-02-11 02:22:02,399 - mmaction - INFO - Epoch [21][400/3757] lr: 1.000e-03, eta: 15:17:03, time: 0.386, data_time: 0.030, memory: 7076, top1_acc: 0.6453, top5_acc: 0.8570, loss_cls: 1.3998, loss: 1.3998, grad_norm: 4.9745 2021-02-11 02:22:11,075 - mmaction - INFO - Epoch [21][420/3757] lr: 1.000e-03, eta: 15:16:51, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3784, loss: 1.3784, grad_norm: 4.8552 2021-02-11 02:22:20,527 - mmaction - INFO - Epoch [21][440/3757] lr: 1.000e-03, eta: 15:16:41, time: 0.472, data_time: 0.002, memory: 7076, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.4354, loss: 1.4354, grad_norm: 4.9938 2021-02-11 02:22:28,334 - mmaction - INFO - Epoch [21][460/3757] lr: 1.000e-03, eta: 15:16:28, time: 0.391, data_time: 0.003, memory: 7076, top1_acc: 0.6539, top5_acc: 0.8742, loss_cls: 1.3575, loss: 1.3575, grad_norm: 4.9313 2021-02-11 02:22:38,452 - mmaction - INFO - Epoch [21][480/3757] lr: 1.000e-03, eta: 15:16:19, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.6648, top5_acc: 0.8578, loss_cls: 1.3808, loss: 1.3808, grad_norm: 4.9549 2021-02-11 02:22:47,055 - mmaction - INFO - Epoch [21][500/3757] lr: 1.000e-03, eta: 15:16:07, time: 0.430, data_time: 0.004, memory: 7076, top1_acc: 0.6594, top5_acc: 0.8672, loss_cls: 1.3504, loss: 1.3504, grad_norm: 4.8060 2021-02-11 02:22:56,073 - mmaction - INFO - Epoch [21][520/3757] lr: 1.000e-03, eta: 15:15:56, time: 0.452, data_time: 0.002, memory: 7076, top1_acc: 0.6398, top5_acc: 0.8570, loss_cls: 1.4350, loss: 1.4350, grad_norm: 4.9703 2021-02-11 02:23:05,437 - mmaction - INFO - Epoch [21][540/3757] lr: 1.000e-03, eta: 15:15:46, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.3932, loss: 1.3932, grad_norm: 4.8842 2021-02-11 02:23:13,632 - mmaction - INFO - Epoch [21][560/3757] lr: 1.000e-03, eta: 15:15:34, time: 0.411, data_time: 0.010, memory: 7076, top1_acc: 0.6672, top5_acc: 0.8664, loss_cls: 1.3477, loss: 1.3477, grad_norm: 4.9170 2021-02-11 02:23:22,437 - mmaction - INFO - Epoch [21][580/3757] lr: 1.000e-03, eta: 15:15:22, time: 0.441, data_time: 0.002, memory: 7076, top1_acc: 0.6477, top5_acc: 0.8578, loss_cls: 1.4278, loss: 1.4278, grad_norm: 5.0170 2021-02-11 02:23:31,486 - mmaction - INFO - Epoch [21][600/3757] lr: 1.000e-03, eta: 15:15:11, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.4207, loss: 1.4207, grad_norm: 4.8885 2021-02-11 02:23:39,768 - mmaction - INFO - Epoch [21][620/3757] lr: 1.000e-03, eta: 15:14:59, time: 0.414, data_time: 0.002, memory: 7076, top1_acc: 0.6516, top5_acc: 0.8641, loss_cls: 1.3760, loss: 1.3760, grad_norm: 5.0076 2021-02-11 02:23:48,386 - mmaction - INFO - Epoch [21][640/3757] lr: 1.000e-03, eta: 15:14:48, time: 0.431, data_time: 0.001, memory: 7076, top1_acc: 0.6578, top5_acc: 0.8750, loss_cls: 1.3438, loss: 1.3438, grad_norm: 4.9520 2021-02-11 02:23:57,681 - mmaction - INFO - Epoch [21][660/3757] lr: 1.000e-03, eta: 15:14:37, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3584, loss: 1.3584, grad_norm: 4.8979 2021-02-11 02:24:06,820 - mmaction - INFO - Epoch [21][680/3757] lr: 1.000e-03, eta: 15:14:27, time: 0.457, data_time: 0.012, memory: 7076, top1_acc: 0.6516, top5_acc: 0.8352, loss_cls: 1.4993, loss: 1.4993, grad_norm: 4.9851 2021-02-11 02:24:17,377 - mmaction - INFO - Epoch [21][700/3757] lr: 1.000e-03, eta: 15:14:18, time: 0.526, data_time: 0.002, memory: 7076, top1_acc: 0.6500, top5_acc: 0.8320, loss_cls: 1.4948, loss: 1.4948, grad_norm: 4.9799 2021-02-11 02:24:24,672 - mmaction - INFO - Epoch [21][720/3757] lr: 1.000e-03, eta: 15:14:04, time: 0.366, data_time: 0.003, memory: 7076, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3479, loss: 1.3479, grad_norm: 4.7533 2021-02-11 02:24:35,074 - mmaction - INFO - Epoch [21][740/3757] lr: 1.000e-03, eta: 15:13:55, time: 0.518, data_time: 0.007, memory: 7076, top1_acc: 0.6594, top5_acc: 0.8430, loss_cls: 1.4498, loss: 1.4498, grad_norm: 4.9726 2021-02-11 02:24:42,593 - mmaction - INFO - Epoch [21][760/3757] lr: 1.000e-03, eta: 15:13:42, time: 0.378, data_time: 0.003, memory: 7076, top1_acc: 0.6523, top5_acc: 0.8586, loss_cls: 1.3957, loss: 1.3957, grad_norm: 5.1542 2021-02-11 02:24:51,336 - mmaction - INFO - Epoch [21][780/3757] lr: 1.000e-03, eta: 15:13:31, time: 0.437, data_time: 0.001, memory: 7076, top1_acc: 0.6656, top5_acc: 0.8695, loss_cls: 1.3125, loss: 1.3125, grad_norm: 4.7239 2021-02-11 02:25:00,638 - mmaction - INFO - Epoch [21][800/3757] lr: 1.000e-03, eta: 15:13:20, time: 0.464, data_time: 0.043, memory: 7076, top1_acc: 0.6750, top5_acc: 0.8797, loss_cls: 1.2745, loss: 1.2745, grad_norm: 4.8776 2021-02-11 02:25:09,065 - mmaction - INFO - Epoch [21][820/3757] lr: 1.000e-03, eta: 15:13:09, time: 0.423, data_time: 0.002, memory: 7076, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3801, loss: 1.3801, grad_norm: 4.9560 2021-02-11 02:25:18,784 - mmaction - INFO - Epoch [21][840/3757] lr: 1.000e-03, eta: 15:12:59, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.6477, top5_acc: 0.8586, loss_cls: 1.4194, loss: 1.4194, grad_norm: 5.0459 2021-02-11 02:25:27,180 - mmaction - INFO - Epoch [21][860/3757] lr: 1.000e-03, eta: 15:12:47, time: 0.421, data_time: 0.002, memory: 7076, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.4302, loss: 1.4302, grad_norm: 5.0306 2021-02-11 02:25:36,202 - mmaction - INFO - Epoch [21][880/3757] lr: 1.000e-03, eta: 15:12:36, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.3604, loss: 1.3604, grad_norm: 4.9735 2021-02-11 02:25:45,273 - mmaction - INFO - Epoch [21][900/3757] lr: 1.000e-03, eta: 15:12:25, time: 0.453, data_time: 0.003, memory: 7076, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3651, loss: 1.3651, grad_norm: 4.8768 2021-02-11 02:25:52,778 - mmaction - INFO - Epoch [21][920/3757] lr: 1.000e-03, eta: 15:12:12, time: 0.376, data_time: 0.003, memory: 7076, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.3410, loss: 1.3410, grad_norm: 5.1942 2021-02-11 02:26:01,314 - mmaction - INFO - Epoch [21][940/3757] lr: 1.000e-03, eta: 15:12:00, time: 0.427, data_time: 0.001, memory: 7076, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.3766, loss: 1.3766, grad_norm: 5.1077 2021-02-11 02:26:09,995 - mmaction - INFO - Epoch [21][960/3757] lr: 1.000e-03, eta: 15:11:49, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.6523, top5_acc: 0.8578, loss_cls: 1.4336, loss: 1.4336, grad_norm: 4.9687 2021-02-11 02:26:19,938 - mmaction - INFO - Epoch [21][980/3757] lr: 1.000e-03, eta: 15:11:39, time: 0.495, data_time: 0.002, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8789, loss_cls: 1.3087, loss: 1.3087, grad_norm: 5.0676 2021-02-11 02:26:28,800 - mmaction - INFO - Epoch [21][1000/3757] lr: 1.000e-03, eta: 15:11:28, time: 0.445, data_time: 0.003, memory: 7076, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3160, loss: 1.3160, grad_norm: 4.8757 2021-02-11 02:26:37,509 - mmaction - INFO - Epoch [21][1020/3757] lr: 1.000e-03, eta: 15:11:17, time: 0.435, data_time: 0.001, memory: 7076, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.3705, loss: 1.3705, grad_norm: 5.0926 2021-02-11 02:26:45,957 - mmaction - INFO - Epoch [21][1040/3757] lr: 1.000e-03, eta: 15:11:05, time: 0.423, data_time: 0.003, memory: 7076, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.4097, loss: 1.4097, grad_norm: 5.1517 2021-02-11 02:26:54,764 - mmaction - INFO - Epoch [21][1060/3757] lr: 1.000e-03, eta: 15:10:54, time: 0.440, data_time: 0.003, memory: 7076, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.3911, loss: 1.3911, grad_norm: 4.9981 2021-02-11 02:27:03,397 - mmaction - INFO - Epoch [21][1080/3757] lr: 1.000e-03, eta: 15:10:42, time: 0.432, data_time: 0.002, memory: 7076, top1_acc: 0.6539, top5_acc: 0.8422, loss_cls: 1.4263, loss: 1.4263, grad_norm: 5.0577 2021-02-11 02:27:12,274 - mmaction - INFO - Epoch [21][1100/3757] lr: 1.000e-03, eta: 15:10:31, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.3185, loss: 1.3185, grad_norm: 4.9965 2021-02-11 02:27:21,316 - mmaction - INFO - Epoch [21][1120/3757] lr: 1.000e-03, eta: 15:10:20, time: 0.452, data_time: 0.002, memory: 7076, top1_acc: 0.6398, top5_acc: 0.8359, loss_cls: 1.4489, loss: 1.4489, grad_norm: 5.0549 2021-02-11 02:27:30,984 - mmaction - INFO - Epoch [21][1140/3757] lr: 1.000e-03, eta: 15:10:10, time: 0.483, data_time: 0.002, memory: 7076, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3195, loss: 1.3195, grad_norm: 4.6754 2021-02-11 02:27:40,261 - mmaction - INFO - Epoch [21][1160/3757] lr: 1.000e-03, eta: 15:10:00, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.4112, loss: 1.4112, grad_norm: 5.0704 2021-02-11 02:27:48,587 - mmaction - INFO - Epoch [21][1180/3757] lr: 1.000e-03, eta: 15:09:48, time: 0.416, data_time: 0.002, memory: 7076, top1_acc: 0.6734, top5_acc: 0.8719, loss_cls: 1.2977, loss: 1.2977, grad_norm: 4.8549 2021-02-11 02:27:57,061 - mmaction - INFO - Epoch [21][1200/3757] lr: 1.000e-03, eta: 15:09:36, time: 0.423, data_time: 0.001, memory: 7076, top1_acc: 0.6695, top5_acc: 0.8484, loss_cls: 1.3892, loss: 1.3892, grad_norm: 4.9912 2021-02-11 02:28:07,255 - mmaction - INFO - Epoch [21][1220/3757] lr: 1.000e-03, eta: 15:09:27, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3088, loss: 1.3088, grad_norm: 5.0156 2021-02-11 02:28:15,567 - mmaction - INFO - Epoch [21][1240/3757] lr: 1.000e-03, eta: 15:09:15, time: 0.412, data_time: 0.001, memory: 7076, top1_acc: 0.6625, top5_acc: 0.8648, loss_cls: 1.3348, loss: 1.3348, grad_norm: 4.9977 2021-02-11 02:28:24,914 - mmaction - INFO - Epoch [21][1260/3757] lr: 1.000e-03, eta: 15:09:05, time: 0.470, data_time: 0.005, memory: 7076, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4026, loss: 1.4026, grad_norm: 5.0854 2021-02-11 02:28:32,991 - mmaction - INFO - Epoch [21][1280/3757] lr: 1.000e-03, eta: 15:08:52, time: 0.404, data_time: 0.002, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8695, loss_cls: 1.3203, loss: 1.3203, grad_norm: 4.9865 2021-02-11 02:28:41,385 - mmaction - INFO - Epoch [21][1300/3757] lr: 1.000e-03, eta: 15:08:40, time: 0.415, data_time: 0.001, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8711, loss_cls: 1.2942, loss: 1.2942, grad_norm: 5.0173 2021-02-11 02:28:50,904 - mmaction - INFO - Epoch [21][1320/3757] lr: 1.000e-03, eta: 15:08:30, time: 0.480, data_time: 0.006, memory: 7076, top1_acc: 0.6625, top5_acc: 0.8633, loss_cls: 1.3616, loss: 1.3616, grad_norm: 4.9544 2021-02-11 02:28:59,827 - mmaction - INFO - Epoch [21][1340/3757] lr: 1.000e-03, eta: 15:08:19, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.6586, top5_acc: 0.8648, loss_cls: 1.3593, loss: 1.3593, grad_norm: 5.0421 2021-02-11 02:29:08,938 - mmaction - INFO - Epoch [21][1360/3757] lr: 1.000e-03, eta: 15:08:09, time: 0.456, data_time: 0.002, memory: 7076, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3565, loss: 1.3565, grad_norm: 5.0024 2021-02-11 02:29:17,765 - mmaction - INFO - Epoch [21][1380/3757] lr: 1.000e-03, eta: 15:07:57, time: 0.441, data_time: 0.009, memory: 7076, top1_acc: 0.6711, top5_acc: 0.8750, loss_cls: 1.3120, loss: 1.3120, grad_norm: 5.0197 2021-02-11 02:29:27,043 - mmaction - INFO - Epoch [21][1400/3757] lr: 1.000e-03, eta: 15:07:47, time: 0.465, data_time: 0.003, memory: 7076, top1_acc: 0.6461, top5_acc: 0.8617, loss_cls: 1.4117, loss: 1.4117, grad_norm: 5.2292 2021-02-11 02:29:35,588 - mmaction - INFO - Epoch [21][1420/3757] lr: 1.000e-03, eta: 15:07:35, time: 0.425, data_time: 0.001, memory: 7076, top1_acc: 0.6398, top5_acc: 0.8742, loss_cls: 1.3304, loss: 1.3304, grad_norm: 5.0474 2021-02-11 02:29:44,698 - mmaction - INFO - Epoch [21][1440/3757] lr: 1.000e-03, eta: 15:07:24, time: 0.457, data_time: 0.004, memory: 7076, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.3339, loss: 1.3339, grad_norm: 5.2103 2021-02-11 02:29:53,049 - mmaction - INFO - Epoch [21][1460/3757] lr: 1.000e-03, eta: 15:07:13, time: 0.418, data_time: 0.002, memory: 7076, top1_acc: 0.6859, top5_acc: 0.8758, loss_cls: 1.2890, loss: 1.2890, grad_norm: 5.1047 2021-02-11 02:30:01,923 - mmaction - INFO - Epoch [21][1480/3757] lr: 1.000e-03, eta: 15:07:02, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.6633, top5_acc: 0.8711, loss_cls: 1.3103, loss: 1.3103, grad_norm: 4.9883 2021-02-11 02:30:10,962 - mmaction - INFO - Epoch [21][1500/3757] lr: 1.000e-03, eta: 15:06:51, time: 0.452, data_time: 0.004, memory: 7076, top1_acc: 0.6586, top5_acc: 0.8539, loss_cls: 1.3899, loss: 1.3899, grad_norm: 5.1645 2021-02-11 02:30:19,911 - mmaction - INFO - Epoch [21][1520/3757] lr: 1.000e-03, eta: 15:06:40, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.6797, top5_acc: 0.8773, loss_cls: 1.2642, loss: 1.2642, grad_norm: 4.8714 2021-02-11 02:30:28,263 - mmaction - INFO - Epoch [21][1540/3757] lr: 1.000e-03, eta: 15:06:28, time: 0.418, data_time: 0.003, memory: 7076, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.3770, loss: 1.3770, grad_norm: 5.1501 2021-02-11 02:30:37,019 - mmaction - INFO - Epoch [21][1560/3757] lr: 1.000e-03, eta: 15:06:16, time: 0.438, data_time: 0.003, memory: 7076, top1_acc: 0.6695, top5_acc: 0.8695, loss_cls: 1.3111, loss: 1.3111, grad_norm: 5.1266 2021-02-11 02:30:45,655 - mmaction - INFO - Epoch [21][1580/3757] lr: 1.000e-03, eta: 15:06:05, time: 0.431, data_time: 0.038, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8664, loss_cls: 1.3221, loss: 1.3221, grad_norm: 5.0252 2021-02-11 02:30:54,838 - mmaction - INFO - Epoch [21][1600/3757] lr: 1.000e-03, eta: 15:05:54, time: 0.461, data_time: 0.083, memory: 7076, top1_acc: 0.6547, top5_acc: 0.8758, loss_cls: 1.3640, loss: 1.3640, grad_norm: 5.0336 2021-02-11 02:31:03,544 - mmaction - INFO - Epoch [21][1620/3757] lr: 1.000e-03, eta: 15:05:43, time: 0.431, data_time: 0.001, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8750, loss_cls: 1.3236, loss: 1.3236, grad_norm: 5.1159 2021-02-11 02:31:12,203 - mmaction - INFO - Epoch [21][1640/3757] lr: 1.000e-03, eta: 15:05:32, time: 0.437, data_time: 0.006, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2033, loss: 1.2033, grad_norm: 4.8621 2021-02-11 02:31:21,359 - mmaction - INFO - Epoch [21][1660/3757] lr: 1.000e-03, eta: 15:05:21, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.3192, loss: 1.3192, grad_norm: 4.9606 2021-02-11 02:31:31,033 - mmaction - INFO - Epoch [21][1680/3757] lr: 1.000e-03, eta: 15:05:11, time: 0.483, data_time: 0.002, memory: 7076, top1_acc: 0.6523, top5_acc: 0.8609, loss_cls: 1.3871, loss: 1.3871, grad_norm: 5.1769 2021-02-11 02:31:39,570 - mmaction - INFO - Epoch [21][1700/3757] lr: 1.000e-03, eta: 15:04:59, time: 0.428, data_time: 0.002, memory: 7076, top1_acc: 0.6422, top5_acc: 0.8633, loss_cls: 1.4036, loss: 1.4036, grad_norm: 5.2277 2021-02-11 02:31:48,368 - mmaction - INFO - Epoch [21][1720/3757] lr: 1.000e-03, eta: 15:04:48, time: 0.440, data_time: 0.003, memory: 7076, top1_acc: 0.6750, top5_acc: 0.8664, loss_cls: 1.3406, loss: 1.3406, grad_norm: 5.2544 2021-02-11 02:31:58,094 - mmaction - INFO - Epoch [21][1740/3757] lr: 1.000e-03, eta: 15:04:38, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.6828, top5_acc: 0.8742, loss_cls: 1.2743, loss: 1.2743, grad_norm: 4.9197 2021-02-11 02:32:06,327 - mmaction - INFO - Epoch [21][1760/3757] lr: 1.000e-03, eta: 15:04:26, time: 0.413, data_time: 0.015, memory: 7076, top1_acc: 0.6750, top5_acc: 0.8867, loss_cls: 1.2469, loss: 1.2469, grad_norm: 4.9204 2021-02-11 02:32:15,740 - mmaction - INFO - Epoch [21][1780/3757] lr: 1.000e-03, eta: 15:04:16, time: 0.471, data_time: 0.009, memory: 7076, top1_acc: 0.6477, top5_acc: 0.8570, loss_cls: 1.3856, loss: 1.3856, grad_norm: 5.1782 2021-02-11 02:32:24,043 - mmaction - INFO - Epoch [21][1800/3757] lr: 1.000e-03, eta: 15:04:04, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.6594, top5_acc: 0.8789, loss_cls: 1.2884, loss: 1.2884, grad_norm: 5.1562 2021-02-11 02:32:32,983 - mmaction - INFO - Epoch [21][1820/3757] lr: 1.000e-03, eta: 15:03:53, time: 0.449, data_time: 0.078, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2448, loss: 1.2448, grad_norm: 5.0075 2021-02-11 02:32:42,928 - mmaction - INFO - Epoch [21][1840/3757] lr: 1.000e-03, eta: 15:03:44, time: 0.496, data_time: 0.056, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3431, loss: 1.3431, grad_norm: 5.0414 2021-02-11 02:32:52,108 - mmaction - INFO - Epoch [21][1860/3757] lr: 1.000e-03, eta: 15:03:33, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3838, loss: 1.3838, grad_norm: 5.0590 2021-02-11 02:33:02,683 - mmaction - INFO - Epoch [21][1880/3757] lr: 1.000e-03, eta: 15:03:24, time: 0.529, data_time: 0.003, memory: 7076, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3704, loss: 1.3704, grad_norm: 5.1013 2021-02-11 02:33:11,723 - mmaction - INFO - Epoch [21][1900/3757] lr: 1.000e-03, eta: 15:03:13, time: 0.452, data_time: 0.023, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.3570, loss: 1.3570, grad_norm: 5.3021 2021-02-11 02:33:19,662 - mmaction - INFO - Epoch [21][1920/3757] lr: 1.000e-03, eta: 15:03:01, time: 0.397, data_time: 0.002, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3296, loss: 1.3296, grad_norm: 4.9474 2021-02-11 02:33:29,191 - mmaction - INFO - Epoch [21][1940/3757] lr: 1.000e-03, eta: 15:02:51, time: 0.473, data_time: 0.003, memory: 7076, top1_acc: 0.6727, top5_acc: 0.8641, loss_cls: 1.3185, loss: 1.3185, grad_norm: 5.0132 2021-02-11 02:33:38,878 - mmaction - INFO - Epoch [21][1960/3757] lr: 1.000e-03, eta: 15:02:41, time: 0.489, data_time: 0.007, memory: 7076, top1_acc: 0.6687, top5_acc: 0.8836, loss_cls: 1.2935, loss: 1.2935, grad_norm: 5.1159 2021-02-11 02:33:46,987 - mmaction - INFO - Epoch [21][1980/3757] lr: 1.000e-03, eta: 15:02:29, time: 0.401, data_time: 0.002, memory: 7076, top1_acc: 0.6641, top5_acc: 0.8672, loss_cls: 1.3380, loss: 1.3380, grad_norm: 5.0734 2021-02-11 02:33:55,742 - mmaction - INFO - Epoch [21][2000/3757] lr: 1.000e-03, eta: 15:02:18, time: 0.442, data_time: 0.005, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.3279, loss: 1.3279, grad_norm: 5.0398 2021-02-11 02:34:04,582 - mmaction - INFO - Epoch [21][2020/3757] lr: 1.000e-03, eta: 15:02:06, time: 0.442, data_time: 0.026, memory: 7076, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3558, loss: 1.3558, grad_norm: 5.2005 2021-02-11 02:34:13,383 - mmaction - INFO - Epoch [21][2040/3757] lr: 1.000e-03, eta: 15:01:55, time: 0.440, data_time: 0.001, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8789, loss_cls: 1.3353, loss: 1.3353, grad_norm: 5.1424 2021-02-11 02:34:22,063 - mmaction - INFO - Epoch [21][2060/3757] lr: 1.000e-03, eta: 15:01:44, time: 0.434, data_time: 0.003, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8805, loss_cls: 1.2449, loss: 1.2449, grad_norm: 5.0336 2021-02-11 02:34:30,748 - mmaction - INFO - Epoch [21][2080/3757] lr: 1.000e-03, eta: 15:01:32, time: 0.434, data_time: 0.004, memory: 7076, top1_acc: 0.6789, top5_acc: 0.8711, loss_cls: 1.2572, loss: 1.2572, grad_norm: 4.8890 2021-02-11 02:34:40,768 - mmaction - INFO - Epoch [21][2100/3757] lr: 1.000e-03, eta: 15:01:23, time: 0.500, data_time: 0.002, memory: 7076, top1_acc: 0.6656, top5_acc: 0.8734, loss_cls: 1.3109, loss: 1.3109, grad_norm: 5.3375 2021-02-11 02:34:49,856 - mmaction - INFO - Epoch [21][2120/3757] lr: 1.000e-03, eta: 15:01:12, time: 0.454, data_time: 0.003, memory: 7076, top1_acc: 0.6789, top5_acc: 0.8836, loss_cls: 1.2345, loss: 1.2345, grad_norm: 4.9673 2021-02-11 02:34:58,138 - mmaction - INFO - Epoch [21][2140/3757] lr: 1.000e-03, eta: 15:01:00, time: 0.415, data_time: 0.005, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.3076, loss: 1.3076, grad_norm: 5.1749 2021-02-11 02:35:06,082 - mmaction - INFO - Epoch [21][2160/3757] lr: 1.000e-03, eta: 15:00:48, time: 0.397, data_time: 0.027, memory: 7076, top1_acc: 0.6555, top5_acc: 0.8617, loss_cls: 1.3850, loss: 1.3850, grad_norm: 5.1888 2021-02-11 02:35:17,331 - mmaction - INFO - Epoch [21][2180/3757] lr: 1.000e-03, eta: 15:00:40, time: 0.562, data_time: 0.037, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3562, loss: 1.3562, grad_norm: 5.1635 2021-02-11 02:35:24,779 - mmaction - INFO - Epoch [21][2200/3757] lr: 1.000e-03, eta: 15:00:27, time: 0.373, data_time: 0.004, memory: 7076, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3601, loss: 1.3601, grad_norm: 5.2456 2021-02-11 02:35:33,556 - mmaction - INFO - Epoch [21][2220/3757] lr: 1.000e-03, eta: 15:00:16, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.6555, top5_acc: 0.8680, loss_cls: 1.3242, loss: 1.3242, grad_norm: 5.2375 2021-02-11 02:35:42,820 - mmaction - INFO - Epoch [21][2240/3757] lr: 1.000e-03, eta: 15:00:05, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2717, loss: 1.2717, grad_norm: 5.0625 2021-02-11 02:35:51,503 - mmaction - INFO - Epoch [21][2260/3757] lr: 1.000e-03, eta: 14:59:54, time: 0.429, data_time: 0.001, memory: 7076, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.1917 2021-02-11 02:36:02,436 - mmaction - INFO - Epoch [21][2280/3757] lr: 1.000e-03, eta: 14:59:46, time: 0.552, data_time: 0.007, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8812, loss_cls: 1.2581, loss: 1.2581, grad_norm: 5.2323 2021-02-11 02:36:11,236 - mmaction - INFO - Epoch [21][2300/3757] lr: 1.000e-03, eta: 14:59:35, time: 0.435, data_time: 0.001, memory: 7076, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4176, loss: 1.4176, grad_norm: 5.3058 2021-02-11 02:36:19,751 - mmaction - INFO - Epoch [21][2320/3757] lr: 1.000e-03, eta: 14:59:23, time: 0.431, data_time: 0.007, memory: 7076, top1_acc: 0.6766, top5_acc: 0.8758, loss_cls: 1.2900, loss: 1.2900, grad_norm: 5.2997 2021-02-11 02:36:29,047 - mmaction - INFO - Epoch [21][2340/3757] lr: 1.000e-03, eta: 14:59:13, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8773, loss_cls: 1.2861, loss: 1.2861, grad_norm: 5.1406 2021-02-11 02:36:38,833 - mmaction - INFO - Epoch [21][2360/3757] lr: 1.000e-03, eta: 14:59:03, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.6609, top5_acc: 0.8703, loss_cls: 1.2818, loss: 1.2818, grad_norm: 5.0388 2021-02-11 02:36:46,767 - mmaction - INFO - Epoch [21][2380/3757] lr: 1.000e-03, eta: 14:58:51, time: 0.399, data_time: 0.006, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.2649, loss: 1.2649, grad_norm: 5.0093 2021-02-11 02:36:57,663 - mmaction - INFO - Epoch [21][2400/3757] lr: 1.000e-03, eta: 14:58:42, time: 0.544, data_time: 0.002, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8766, loss_cls: 1.2860, loss: 1.2860, grad_norm: 5.1412 2021-02-11 02:37:05,181 - mmaction - INFO - Epoch [21][2420/3757] lr: 1.000e-03, eta: 14:58:29, time: 0.377, data_time: 0.004, memory: 7076, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3677, loss: 1.3677, grad_norm: 5.2970 2021-02-11 02:37:15,484 - mmaction - INFO - Epoch [21][2440/3757] lr: 1.000e-03, eta: 14:58:20, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3235, loss: 1.3235, grad_norm: 5.1254 2021-02-11 02:37:22,808 - mmaction - INFO - Epoch [21][2460/3757] lr: 1.000e-03, eta: 14:58:07, time: 0.367, data_time: 0.002, memory: 7076, top1_acc: 0.6695, top5_acc: 0.8672, loss_cls: 1.2834, loss: 1.2834, grad_norm: 5.1264 2021-02-11 02:37:31,829 - mmaction - INFO - Epoch [21][2480/3757] lr: 1.000e-03, eta: 14:57:56, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3390, loss: 1.3390, grad_norm: 5.2075 2021-02-11 02:37:40,706 - mmaction - INFO - Epoch [21][2500/3757] lr: 1.000e-03, eta: 14:57:45, time: 0.447, data_time: 0.005, memory: 7076, top1_acc: 0.6633, top5_acc: 0.8711, loss_cls: 1.3084, loss: 1.3084, grad_norm: 5.2558 2021-02-11 02:37:49,483 - mmaction - INFO - Epoch [21][2520/3757] lr: 1.000e-03, eta: 14:57:34, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.6555, top5_acc: 0.8680, loss_cls: 1.3660, loss: 1.3660, grad_norm: 5.2209 2021-02-11 02:37:58,848 - mmaction - INFO - Epoch [21][2540/3757] lr: 1.000e-03, eta: 14:57:24, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.6609, top5_acc: 0.8727, loss_cls: 1.3165, loss: 1.3165, grad_norm: 5.1927 2021-02-11 02:38:06,877 - mmaction - INFO - Epoch [21][2560/3757] lr: 1.000e-03, eta: 14:57:11, time: 0.400, data_time: 0.001, memory: 7076, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.3676, loss: 1.3676, grad_norm: 5.1345 2021-02-11 02:38:16,656 - mmaction - INFO - Epoch [21][2580/3757] lr: 1.000e-03, eta: 14:57:02, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2749, loss: 1.2749, grad_norm: 4.9122 2021-02-11 02:38:26,351 - mmaction - INFO - Epoch [21][2600/3757] lr: 1.000e-03, eta: 14:56:52, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2798, loss: 1.2798, grad_norm: 5.0593 2021-02-11 02:38:33,510 - mmaction - INFO - Epoch [21][2620/3757] lr: 1.000e-03, eta: 14:56:38, time: 0.367, data_time: 0.011, memory: 7076, top1_acc: 0.6664, top5_acc: 0.8719, loss_cls: 1.3081, loss: 1.3081, grad_norm: 5.3319 2021-02-11 02:38:43,329 - mmaction - INFO - Epoch [21][2640/3757] lr: 1.000e-03, eta: 14:56:29, time: 0.487, data_time: 0.056, memory: 7076, top1_acc: 0.6672, top5_acc: 0.8750, loss_cls: 1.3354, loss: 1.3354, grad_norm: 5.1200 2021-02-11 02:38:51,919 - mmaction - INFO - Epoch [21][2660/3757] lr: 1.000e-03, eta: 14:56:17, time: 0.433, data_time: 0.005, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8797, loss_cls: 1.2726, loss: 1.2726, grad_norm: 5.0916 2021-02-11 02:39:00,722 - mmaction - INFO - Epoch [21][2680/3757] lr: 1.000e-03, eta: 14:56:06, time: 0.440, data_time: 0.001, memory: 7076, top1_acc: 0.6859, top5_acc: 0.8797, loss_cls: 1.2827, loss: 1.2827, grad_norm: 5.1442 2021-02-11 02:39:09,405 - mmaction - INFO - Epoch [21][2700/3757] lr: 1.000e-03, eta: 14:55:55, time: 0.433, data_time: 0.003, memory: 7076, top1_acc: 0.6672, top5_acc: 0.8656, loss_cls: 1.3250, loss: 1.3250, grad_norm: 5.3158 2021-02-11 02:39:17,897 - mmaction - INFO - Epoch [21][2720/3757] lr: 1.000e-03, eta: 14:55:43, time: 0.425, data_time: 0.002, memory: 7076, top1_acc: 0.6711, top5_acc: 0.8758, loss_cls: 1.3304, loss: 1.3304, grad_norm: 5.2407 2021-02-11 02:39:28,465 - mmaction - INFO - Epoch [21][2740/3757] lr: 1.000e-03, eta: 14:55:34, time: 0.528, data_time: 0.002, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2522, loss: 1.2522, grad_norm: 5.1692 2021-02-11 02:39:36,478 - mmaction - INFO - Epoch [21][2760/3757] lr: 1.000e-03, eta: 14:55:22, time: 0.401, data_time: 0.003, memory: 7076, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.2766, loss: 1.2766, grad_norm: 5.1227 2021-02-11 02:39:45,578 - mmaction - INFO - Epoch [21][2780/3757] lr: 1.000e-03, eta: 14:55:11, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.6766, top5_acc: 0.8742, loss_cls: 1.3171, loss: 1.3171, grad_norm: 5.2752 2021-02-11 02:39:54,904 - mmaction - INFO - Epoch [21][2800/3757] lr: 1.000e-03, eta: 14:55:01, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8438, loss_cls: 1.3699, loss: 1.3699, grad_norm: 5.0906 2021-02-11 02:40:03,277 - mmaction - INFO - Epoch [21][2820/3757] lr: 1.000e-03, eta: 14:54:49, time: 0.418, data_time: 0.003, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8750, loss_cls: 1.3257, loss: 1.3257, grad_norm: 5.2466 2021-02-11 02:40:11,311 - mmaction - INFO - Epoch [21][2840/3757] lr: 1.000e-03, eta: 14:54:37, time: 0.402, data_time: 0.002, memory: 7076, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3306, loss: 1.3306, grad_norm: 5.2934 2021-02-11 02:40:21,194 - mmaction - INFO - Epoch [21][2860/3757] lr: 1.000e-03, eta: 14:54:28, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.6687, top5_acc: 0.8758, loss_cls: 1.3031, loss: 1.3031, grad_norm: 5.1709 2021-02-11 02:40:29,828 - mmaction - INFO - Epoch [21][2880/3757] lr: 1.000e-03, eta: 14:54:16, time: 0.432, data_time: 0.002, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.2051, loss: 1.2051, grad_norm: 4.9853 2021-02-11 02:40:40,673 - mmaction - INFO - Epoch [21][2900/3757] lr: 1.000e-03, eta: 14:54:08, time: 0.539, data_time: 0.001, memory: 7076, top1_acc: 0.6547, top5_acc: 0.8789, loss_cls: 1.3160, loss: 1.3160, grad_norm: 5.2098 2021-02-11 02:40:48,919 - mmaction - INFO - Epoch [21][2920/3757] lr: 1.000e-03, eta: 14:53:56, time: 0.414, data_time: 0.004, memory: 7076, top1_acc: 0.6695, top5_acc: 0.8852, loss_cls: 1.3162, loss: 1.3162, grad_norm: 5.0826 2021-02-11 02:40:58,313 - mmaction - INFO - Epoch [21][2940/3757] lr: 1.000e-03, eta: 14:53:46, time: 0.470, data_time: 0.002, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8867, loss_cls: 1.2479, loss: 1.2479, grad_norm: 5.1445 2021-02-11 02:41:07,064 - mmaction - INFO - Epoch [21][2960/3757] lr: 1.000e-03, eta: 14:53:34, time: 0.437, data_time: 0.003, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3185, loss: 1.3185, grad_norm: 5.2151 2021-02-11 02:41:16,358 - mmaction - INFO - Epoch [21][2980/3757] lr: 1.000e-03, eta: 14:53:24, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8797, loss_cls: 1.2636, loss: 1.2636, grad_norm: 5.1283 2021-02-11 02:41:23,713 - mmaction - INFO - Epoch [21][3000/3757] lr: 1.000e-03, eta: 14:53:11, time: 0.368, data_time: 0.001, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.3071, loss: 1.3071, grad_norm: 5.0489 2021-02-11 02:41:32,693 - mmaction - INFO - Epoch [21][3020/3757] lr: 1.000e-03, eta: 14:53:00, time: 0.446, data_time: 0.015, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3448, loss: 1.3448, grad_norm: 5.1464 2021-02-11 02:41:42,088 - mmaction - INFO - Epoch [21][3040/3757] lr: 1.000e-03, eta: 14:52:50, time: 0.472, data_time: 0.050, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8867, loss_cls: 1.2156, loss: 1.2156, grad_norm: 5.0289 2021-02-11 02:41:50,189 - mmaction - INFO - Epoch [21][3060/3757] lr: 1.000e-03, eta: 14:52:38, time: 0.406, data_time: 0.014, memory: 7076, top1_acc: 0.6648, top5_acc: 0.8625, loss_cls: 1.3377, loss: 1.3377, grad_norm: 5.2165 2021-02-11 02:41:59,082 - mmaction - INFO - Epoch [21][3080/3757] lr: 1.000e-03, eta: 14:52:27, time: 0.443, data_time: 0.036, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8805, loss_cls: 1.3295, loss: 1.3295, grad_norm: 5.2591 2021-02-11 02:42:07,696 - mmaction - INFO - Epoch [21][3100/3757] lr: 1.000e-03, eta: 14:52:15, time: 0.431, data_time: 0.002, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8703, loss_cls: 1.2948, loss: 1.2948, grad_norm: 5.2514 2021-02-11 02:42:17,167 - mmaction - INFO - Epoch [21][3120/3757] lr: 1.000e-03, eta: 14:52:05, time: 0.474, data_time: 0.002, memory: 7076, top1_acc: 0.6664, top5_acc: 0.8625, loss_cls: 1.3053, loss: 1.3053, grad_norm: 5.1805 2021-02-11 02:42:25,066 - mmaction - INFO - Epoch [21][3140/3757] lr: 1.000e-03, eta: 14:51:53, time: 0.395, data_time: 0.002, memory: 7076, top1_acc: 0.6477, top5_acc: 0.8602, loss_cls: 1.3995, loss: 1.3995, grad_norm: 5.2929 2021-02-11 02:42:34,211 - mmaction - INFO - Epoch [21][3160/3757] lr: 1.000e-03, eta: 14:51:42, time: 0.458, data_time: 0.004, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.3291, loss: 1.3291, grad_norm: 5.1863 2021-02-11 02:42:43,463 - mmaction - INFO - Epoch [21][3180/3757] lr: 1.000e-03, eta: 14:51:31, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3318, loss: 1.3318, grad_norm: 4.9934 2021-02-11 02:42:52,714 - mmaction - INFO - Epoch [21][3200/3757] lr: 1.000e-03, eta: 14:51:21, time: 0.466, data_time: 0.006, memory: 7076, top1_acc: 0.6687, top5_acc: 0.8641, loss_cls: 1.3479, loss: 1.3479, grad_norm: 5.2257 2021-02-11 02:43:02,120 - mmaction - INFO - Epoch [21][3220/3757] lr: 1.000e-03, eta: 14:51:11, time: 0.468, data_time: 0.002, memory: 7076, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3205, loss: 1.3205, grad_norm: 5.3372 2021-02-11 02:43:11,076 - mmaction - INFO - Epoch [21][3240/3757] lr: 1.000e-03, eta: 14:51:00, time: 0.450, data_time: 0.004, memory: 7076, top1_acc: 0.6672, top5_acc: 0.8711, loss_cls: 1.3002, loss: 1.3002, grad_norm: 5.1682 2021-02-11 02:43:19,991 - mmaction - INFO - Epoch [21][3260/3757] lr: 1.000e-03, eta: 14:50:49, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.3178, loss: 1.3178, grad_norm: 5.3052 2021-02-11 02:43:27,900 - mmaction - INFO - Epoch [21][3280/3757] lr: 1.000e-03, eta: 14:50:37, time: 0.395, data_time: 0.007, memory: 7076, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.3431, loss: 1.3431, grad_norm: 5.3784 2021-02-11 02:43:39,375 - mmaction - INFO - Epoch [21][3300/3757] lr: 1.000e-03, eta: 14:50:29, time: 0.573, data_time: 0.001, memory: 7076, top1_acc: 0.6500, top5_acc: 0.8570, loss_cls: 1.3709, loss: 1.3709, grad_norm: 5.2630 2021-02-11 02:43:47,203 - mmaction - INFO - Epoch [21][3320/3757] lr: 1.000e-03, eta: 14:50:17, time: 0.393, data_time: 0.005, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2456, loss: 1.2456, grad_norm: 5.0085 2021-02-11 02:43:56,652 - mmaction - INFO - Epoch [21][3340/3757] lr: 1.000e-03, eta: 14:50:06, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.6758, top5_acc: 0.8672, loss_cls: 1.3386, loss: 1.3386, grad_norm: 5.3931 2021-02-11 02:44:04,411 - mmaction - INFO - Epoch [21][3360/3757] lr: 1.000e-03, eta: 14:49:54, time: 0.389, data_time: 0.005, memory: 7076, top1_acc: 0.6617, top5_acc: 0.8656, loss_cls: 1.3736, loss: 1.3736, grad_norm: 5.2987 2021-02-11 02:44:13,810 - mmaction - INFO - Epoch [21][3380/3757] lr: 1.000e-03, eta: 14:49:44, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.6703, top5_acc: 0.8719, loss_cls: 1.3293, loss: 1.3293, grad_norm: 5.2715 2021-02-11 02:44:23,709 - mmaction - INFO - Epoch [21][3400/3757] lr: 1.000e-03, eta: 14:49:34, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.3210, loss: 1.3210, grad_norm: 5.2055 2021-02-11 02:44:32,805 - mmaction - INFO - Epoch [21][3420/3757] lr: 1.000e-03, eta: 14:49:23, time: 0.456, data_time: 0.004, memory: 7076, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.4722, loss: 1.4722, grad_norm: 5.4663 2021-02-11 02:44:41,101 - mmaction - INFO - Epoch [21][3440/3757] lr: 1.000e-03, eta: 14:49:12, time: 0.415, data_time: 0.002, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8742, loss_cls: 1.2859, loss: 1.2859, grad_norm: 5.1829 2021-02-11 02:44:49,846 - mmaction - INFO - Epoch [21][3460/3757] lr: 1.000e-03, eta: 14:49:00, time: 0.438, data_time: 0.001, memory: 7076, top1_acc: 0.6625, top5_acc: 0.8680, loss_cls: 1.3507, loss: 1.3507, grad_norm: 5.4685 2021-02-11 02:44:59,468 - mmaction - INFO - Epoch [21][3480/3757] lr: 1.000e-03, eta: 14:48:50, time: 0.479, data_time: 0.066, memory: 7076, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.2980, loss: 1.2980, grad_norm: 5.0664 2021-02-11 02:45:07,901 - mmaction - INFO - Epoch [21][3500/3757] lr: 1.000e-03, eta: 14:48:39, time: 0.423, data_time: 0.004, memory: 7076, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3316, loss: 1.3316, grad_norm: 5.2830 2021-02-11 02:45:19,628 - mmaction - INFO - Epoch [21][3520/3757] lr: 1.000e-03, eta: 14:48:32, time: 0.583, data_time: 0.001, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.3178, loss: 1.3178, grad_norm: 5.1164 2021-02-11 02:45:27,191 - mmaction - INFO - Epoch [21][3540/3757] lr: 1.000e-03, eta: 14:48:19, time: 0.382, data_time: 0.005, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8773, loss_cls: 1.3109, loss: 1.3109, grad_norm: 5.2826 2021-02-11 02:45:36,469 - mmaction - INFO - Epoch [21][3560/3757] lr: 1.000e-03, eta: 14:48:08, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.6609, top5_acc: 0.8742, loss_cls: 1.3183, loss: 1.3183, grad_norm: 5.3386 2021-02-11 02:45:44,193 - mmaction - INFO - Epoch [21][3580/3757] lr: 1.000e-03, eta: 14:47:56, time: 0.386, data_time: 0.001, memory: 7076, top1_acc: 0.6750, top5_acc: 0.8844, loss_cls: 1.2948, loss: 1.2948, grad_norm: 5.1853 2021-02-11 02:45:52,916 - mmaction - INFO - Epoch [21][3600/3757] lr: 1.000e-03, eta: 14:47:45, time: 0.432, data_time: 0.001, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8836, loss_cls: 1.2795, loss: 1.2795, grad_norm: 5.2644 2021-02-11 02:46:01,507 - mmaction - INFO - Epoch [21][3620/3757] lr: 1.000e-03, eta: 14:47:33, time: 0.433, data_time: 0.005, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8812, loss_cls: 1.2572, loss: 1.2572, grad_norm: 5.1125 2021-02-11 02:46:10,363 - mmaction - INFO - Epoch [21][3640/3757] lr: 1.000e-03, eta: 14:47:22, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8734, loss_cls: 1.2892, loss: 1.2892, grad_norm: 5.1928 2021-02-11 02:46:21,081 - mmaction - INFO - Epoch [21][3660/3757] lr: 1.000e-03, eta: 14:47:14, time: 0.535, data_time: 0.002, memory: 7076, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3367, loss: 1.3367, grad_norm: 5.2557 2021-02-11 02:46:29,058 - mmaction - INFO - Epoch [21][3680/3757] lr: 1.000e-03, eta: 14:47:02, time: 0.400, data_time: 0.003, memory: 7076, top1_acc: 0.6555, top5_acc: 0.8648, loss_cls: 1.3445, loss: 1.3445, grad_norm: 5.2419 2021-02-11 02:46:38,857 - mmaction - INFO - Epoch [21][3700/3757] lr: 1.000e-03, eta: 14:46:52, time: 0.490, data_time: 0.003, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3393, loss: 1.3393, grad_norm: 5.2100 2021-02-11 02:46:47,061 - mmaction - INFO - Epoch [21][3720/3757] lr: 1.000e-03, eta: 14:46:40, time: 0.408, data_time: 0.001, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.2922, loss: 1.2922, grad_norm: 5.0766 2021-02-11 02:46:56,793 - mmaction - INFO - Epoch [21][3740/3757] lr: 1.000e-03, eta: 14:46:30, time: 0.489, data_time: 0.004, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8797, loss_cls: 1.2507, loss: 1.2507, grad_norm: 5.2095 2021-02-11 02:49:39,866 - mmaction - INFO - Epoch [22][20/3757] lr: 1.000e-03, eta: 14:49:10, time: 7.363, data_time: 6.962, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2236, loss: 1.2236, grad_norm: 5.0966 2021-02-11 02:49:48,308 - mmaction - INFO - Epoch [22][40/3757] lr: 1.000e-03, eta: 14:48:59, time: 0.426, data_time: 0.008, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8828, loss_cls: 1.2242, loss: 1.2242, grad_norm: 5.0686 2021-02-11 02:49:57,196 - mmaction - INFO - Epoch [22][60/3757] lr: 1.000e-03, eta: 14:48:48, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2940, loss: 1.2940, grad_norm: 5.0817 2021-02-11 02:50:07,951 - mmaction - INFO - Epoch [22][80/3757] lr: 1.000e-03, eta: 14:48:39, time: 0.537, data_time: 0.002, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.2058, loss: 1.2058, grad_norm: 5.0968 2021-02-11 02:50:16,655 - mmaction - INFO - Epoch [22][100/3757] lr: 1.000e-03, eta: 14:48:28, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8719, loss_cls: 1.3368, loss: 1.3368, grad_norm: 5.1833 2021-02-11 02:50:24,267 - mmaction - INFO - Epoch [22][120/3757] lr: 1.000e-03, eta: 14:48:15, time: 0.380, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8828, loss_cls: 1.2252, loss: 1.2252, grad_norm: 4.9147 2021-02-11 02:50:33,698 - mmaction - INFO - Epoch [22][140/3757] lr: 1.000e-03, eta: 14:48:05, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2994, loss: 1.2994, grad_norm: 5.2592 2021-02-11 02:50:42,389 - mmaction - INFO - Epoch [22][160/3757] lr: 1.000e-03, eta: 14:47:54, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.2888, loss: 1.2888, grad_norm: 5.0265 2021-02-11 02:50:50,593 - mmaction - INFO - Epoch [22][180/3757] lr: 1.000e-03, eta: 14:47:42, time: 0.410, data_time: 0.001, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3028, loss: 1.3028, grad_norm: 5.0982 2021-02-11 02:50:59,385 - mmaction - INFO - Epoch [22][200/3757] lr: 1.000e-03, eta: 14:47:31, time: 0.440, data_time: 0.003, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8781, loss_cls: 1.2638, loss: 1.2638, grad_norm: 5.1209 2021-02-11 02:51:08,696 - mmaction - INFO - Epoch [22][220/3757] lr: 1.000e-03, eta: 14:47:20, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3215, loss: 1.3215, grad_norm: 5.2326 2021-02-11 02:51:16,798 - mmaction - INFO - Epoch [22][240/3757] lr: 1.000e-03, eta: 14:47:08, time: 0.405, data_time: 0.004, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8883, loss_cls: 1.2290, loss: 1.2290, grad_norm: 5.0065 2021-02-11 02:51:25,825 - mmaction - INFO - Epoch [22][260/3757] lr: 1.000e-03, eta: 14:46:57, time: 0.448, data_time: 0.046, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.2051, loss: 1.2051, grad_norm: 5.0444 2021-02-11 02:51:33,968 - mmaction - INFO - Epoch [22][280/3757] lr: 1.000e-03, eta: 14:46:45, time: 0.410, data_time: 0.007, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8758, loss_cls: 1.2561, loss: 1.2561, grad_norm: 5.0417 2021-02-11 02:51:42,455 - mmaction - INFO - Epoch [22][300/3757] lr: 1.000e-03, eta: 14:46:33, time: 0.422, data_time: 0.001, memory: 7076, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3640, loss: 1.3640, grad_norm: 5.3258 2021-02-11 02:51:51,946 - mmaction - INFO - Epoch [22][320/3757] lr: 1.000e-03, eta: 14:46:23, time: 0.476, data_time: 0.055, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.2497, loss: 1.2497, grad_norm: 5.0558 2021-02-11 02:52:00,817 - mmaction - INFO - Epoch [22][340/3757] lr: 1.000e-03, eta: 14:46:12, time: 0.445, data_time: 0.075, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8469, loss_cls: 1.2981, loss: 1.2981, grad_norm: 5.0384 2021-02-11 02:52:09,901 - mmaction - INFO - Epoch [22][360/3757] lr: 1.000e-03, eta: 14:46:01, time: 0.450, data_time: 0.057, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8836, loss_cls: 1.2339, loss: 1.2339, grad_norm: 5.0207 2021-02-11 02:52:17,965 - mmaction - INFO - Epoch [22][380/3757] lr: 1.000e-03, eta: 14:45:49, time: 0.406, data_time: 0.005, memory: 7076, top1_acc: 0.6742, top5_acc: 0.8797, loss_cls: 1.2714, loss: 1.2714, grad_norm: 5.1637 2021-02-11 02:52:27,337 - mmaction - INFO - Epoch [22][400/3757] lr: 1.000e-03, eta: 14:45:39, time: 0.469, data_time: 0.007, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8820, loss_cls: 1.2422, loss: 1.2422, grad_norm: 5.1870 2021-02-11 02:52:36,394 - mmaction - INFO - Epoch [22][420/3757] lr: 1.000e-03, eta: 14:45:28, time: 0.453, data_time: 0.020, memory: 7076, top1_acc: 0.6789, top5_acc: 0.8727, loss_cls: 1.3091, loss: 1.3091, grad_norm: 5.3897 2021-02-11 02:52:43,933 - mmaction - INFO - Epoch [22][440/3757] lr: 1.000e-03, eta: 14:45:15, time: 0.377, data_time: 0.001, memory: 7076, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.3821, loss: 1.3821, grad_norm: 5.3625 2021-02-11 02:52:53,330 - mmaction - INFO - Epoch [22][460/3757] lr: 1.000e-03, eta: 14:45:05, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.2308, loss: 1.2308, grad_norm: 5.0527 2021-02-11 02:53:01,389 - mmaction - INFO - Epoch [22][480/3757] lr: 1.000e-03, eta: 14:44:53, time: 0.402, data_time: 0.002, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1953, loss: 1.1953, grad_norm: 4.9742 2021-02-11 02:53:10,366 - mmaction - INFO - Epoch [22][500/3757] lr: 1.000e-03, eta: 14:44:42, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8852, loss_cls: 1.2226, loss: 1.2226, grad_norm: 5.1733 2021-02-11 02:53:19,273 - mmaction - INFO - Epoch [22][520/3757] lr: 1.000e-03, eta: 14:44:31, time: 0.449, data_time: 0.005, memory: 7076, top1_acc: 0.6828, top5_acc: 0.8859, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.1449 2021-02-11 02:53:27,579 - mmaction - INFO - Epoch [22][540/3757] lr: 1.000e-03, eta: 14:44:19, time: 0.414, data_time: 0.024, memory: 7076, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3510, loss: 1.3510, grad_norm: 5.2676 2021-02-11 02:53:37,808 - mmaction - INFO - Epoch [22][560/3757] lr: 1.000e-03, eta: 14:44:10, time: 0.511, data_time: 0.015, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.2035, loss: 1.2035, grad_norm: 5.1195 2021-02-11 02:53:45,177 - mmaction - INFO - Epoch [22][580/3757] lr: 1.000e-03, eta: 14:43:57, time: 0.370, data_time: 0.003, memory: 7076, top1_acc: 0.6727, top5_acc: 0.8688, loss_cls: 1.3086, loss: 1.3086, grad_norm: 5.2069 2021-02-11 02:53:53,905 - mmaction - INFO - Epoch [22][600/3757] lr: 1.000e-03, eta: 14:43:45, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3732, loss: 1.3732, grad_norm: 5.3906 2021-02-11 02:54:03,476 - mmaction - INFO - Epoch [22][620/3757] lr: 1.000e-03, eta: 14:43:35, time: 0.481, data_time: 0.005, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.2763, loss: 1.2763, grad_norm: 5.2494 2021-02-11 02:54:12,076 - mmaction - INFO - Epoch [22][640/3757] lr: 1.000e-03, eta: 14:43:24, time: 0.429, data_time: 0.002, memory: 7076, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.2870, loss: 1.2870, grad_norm: 5.2508 2021-02-11 02:54:21,821 - mmaction - INFO - Epoch [22][660/3757] lr: 1.000e-03, eta: 14:43:14, time: 0.486, data_time: 0.007, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1776, loss: 1.1776, grad_norm: 4.9406 2021-02-11 02:54:30,163 - mmaction - INFO - Epoch [22][680/3757] lr: 1.000e-03, eta: 14:43:02, time: 0.418, data_time: 0.031, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8758, loss_cls: 1.3071, loss: 1.3071, grad_norm: 5.2320 2021-02-11 02:54:39,132 - mmaction - INFO - Epoch [22][700/3757] lr: 1.000e-03, eta: 14:42:52, time: 0.449, data_time: 0.058, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8773, loss_cls: 1.2448, loss: 1.2448, grad_norm: 5.2117 2021-02-11 02:54:48,317 - mmaction - INFO - Epoch [22][720/3757] lr: 1.000e-03, eta: 14:42:41, time: 0.459, data_time: 0.073, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8789, loss_cls: 1.2369, loss: 1.2369, grad_norm: 5.1836 2021-02-11 02:54:57,189 - mmaction - INFO - Epoch [22][740/3757] lr: 1.000e-03, eta: 14:42:30, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2628, loss: 1.2628, grad_norm: 5.2647 2021-02-11 02:55:05,715 - mmaction - INFO - Epoch [22][760/3757] lr: 1.000e-03, eta: 14:42:18, time: 0.426, data_time: 0.001, memory: 7076, top1_acc: 0.6789, top5_acc: 0.8844, loss_cls: 1.2426, loss: 1.2426, grad_norm: 5.2685 2021-02-11 02:55:14,633 - mmaction - INFO - Epoch [22][780/3757] lr: 1.000e-03, eta: 14:42:07, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.6727, top5_acc: 0.8727, loss_cls: 1.2959, loss: 1.2959, grad_norm: 5.3055 2021-02-11 02:55:23,645 - mmaction - INFO - Epoch [22][800/3757] lr: 1.000e-03, eta: 14:41:57, time: 0.452, data_time: 0.005, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8812, loss_cls: 1.2627, loss: 1.2627, grad_norm: 5.2457 2021-02-11 02:55:31,945 - mmaction - INFO - Epoch [22][820/3757] lr: 1.000e-03, eta: 14:41:45, time: 0.414, data_time: 0.001, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8750, loss_cls: 1.2578, loss: 1.2578, grad_norm: 5.2233 2021-02-11 02:55:41,368 - mmaction - INFO - Epoch [22][840/3757] lr: 1.000e-03, eta: 14:41:35, time: 0.472, data_time: 0.002, memory: 7076, top1_acc: 0.6578, top5_acc: 0.8656, loss_cls: 1.3110, loss: 1.3110, grad_norm: 5.2550 2021-02-11 02:55:50,577 - mmaction - INFO - Epoch [22][860/3757] lr: 1.000e-03, eta: 14:41:24, time: 0.457, data_time: 0.003, memory: 7076, top1_acc: 0.6797, top5_acc: 0.8695, loss_cls: 1.2549, loss: 1.2549, grad_norm: 5.1440 2021-02-11 02:55:59,031 - mmaction - INFO - Epoch [22][880/3757] lr: 1.000e-03, eta: 14:41:12, time: 0.426, data_time: 0.006, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1858, loss: 1.1858, grad_norm: 4.9845 2021-02-11 02:56:08,553 - mmaction - INFO - Epoch [22][900/3757] lr: 1.000e-03, eta: 14:41:02, time: 0.477, data_time: 0.007, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8727, loss_cls: 1.2799, loss: 1.2799, grad_norm: 5.2841 2021-02-11 02:56:18,162 - mmaction - INFO - Epoch [22][920/3757] lr: 1.000e-03, eta: 14:40:52, time: 0.479, data_time: 0.018, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2465, loss: 1.2465, grad_norm: 5.2538 2021-02-11 02:56:25,873 - mmaction - INFO - Epoch [22][940/3757] lr: 1.000e-03, eta: 14:40:40, time: 0.382, data_time: 0.002, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2602, loss: 1.2602, grad_norm: 5.1020 2021-02-11 02:56:34,295 - mmaction - INFO - Epoch [22][960/3757] lr: 1.000e-03, eta: 14:40:28, time: 0.423, data_time: 0.006, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8852, loss_cls: 1.2251, loss: 1.2251, grad_norm: 5.1014 2021-02-11 02:56:43,652 - mmaction - INFO - Epoch [22][980/3757] lr: 1.000e-03, eta: 14:40:18, time: 0.470, data_time: 0.004, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8836, loss_cls: 1.2269, loss: 1.2269, grad_norm: 5.1990 2021-02-11 02:56:52,992 - mmaction - INFO - Epoch [22][1000/3757] lr: 1.000e-03, eta: 14:40:07, time: 0.467, data_time: 0.004, memory: 7076, top1_acc: 0.6695, top5_acc: 0.8750, loss_cls: 1.2305, loss: 1.2305, grad_norm: 5.2421 2021-02-11 02:57:02,691 - mmaction - INFO - Epoch [22][1020/3757] lr: 1.000e-03, eta: 14:39:57, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8836, loss_cls: 1.2249, loss: 1.2249, grad_norm: 5.0853 2021-02-11 02:57:11,289 - mmaction - INFO - Epoch [22][1040/3757] lr: 1.000e-03, eta: 14:39:46, time: 0.430, data_time: 0.044, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.2306, loss: 1.2306, grad_norm: 5.1754 2021-02-11 02:57:20,613 - mmaction - INFO - Epoch [22][1060/3757] lr: 1.000e-03, eta: 14:39:36, time: 0.465, data_time: 0.059, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.2425, loss: 1.2425, grad_norm: 4.9869 2021-02-11 02:57:29,059 - mmaction - INFO - Epoch [22][1080/3757] lr: 1.000e-03, eta: 14:39:24, time: 0.423, data_time: 0.004, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8898, loss_cls: 1.2027, loss: 1.2027, grad_norm: 5.3087 2021-02-11 02:57:38,742 - mmaction - INFO - Epoch [22][1100/3757] lr: 1.000e-03, eta: 14:39:14, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8703, loss_cls: 1.2863, loss: 1.2863, grad_norm: 5.2675 2021-02-11 02:57:47,233 - mmaction - INFO - Epoch [22][1120/3757] lr: 1.000e-03, eta: 14:39:03, time: 0.424, data_time: 0.001, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2239, loss: 1.2239, grad_norm: 5.1667 2021-02-11 02:57:54,945 - mmaction - INFO - Epoch [22][1140/3757] lr: 1.000e-03, eta: 14:38:50, time: 0.385, data_time: 0.001, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.1480 2021-02-11 02:58:04,185 - mmaction - INFO - Epoch [22][1160/3757] lr: 1.000e-03, eta: 14:38:39, time: 0.462, data_time: 0.035, memory: 7076, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.3882, loss: 1.3882, grad_norm: 5.4709 2021-02-11 02:58:13,049 - mmaction - INFO - Epoch [22][1180/3757] lr: 1.000e-03, eta: 14:38:28, time: 0.443, data_time: 0.003, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8828, loss_cls: 1.2466, loss: 1.2466, grad_norm: 5.2150 2021-02-11 02:58:21,904 - mmaction - INFO - Epoch [22][1200/3757] lr: 1.000e-03, eta: 14:38:17, time: 0.442, data_time: 0.001, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8781, loss_cls: 1.2598, loss: 1.2598, grad_norm: 5.1822 2021-02-11 02:58:31,118 - mmaction - INFO - Epoch [22][1220/3757] lr: 1.000e-03, eta: 14:38:07, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8758, loss_cls: 1.2644, loss: 1.2644, grad_norm: 5.1029 2021-02-11 02:58:39,787 - mmaction - INFO - Epoch [22][1240/3757] lr: 1.000e-03, eta: 14:37:56, time: 0.434, data_time: 0.005, memory: 7076, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3524, loss: 1.3524, grad_norm: 5.2484 2021-02-11 02:58:49,060 - mmaction - INFO - Epoch [22][1260/3757] lr: 1.000e-03, eta: 14:37:45, time: 0.462, data_time: 0.048, memory: 7076, top1_acc: 0.6758, top5_acc: 0.8758, loss_cls: 1.3226, loss: 1.3226, grad_norm: 5.4352 2021-02-11 02:58:56,984 - mmaction - INFO - Epoch [22][1280/3757] lr: 1.000e-03, eta: 14:37:33, time: 0.398, data_time: 0.005, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.2884, loss: 1.2884, grad_norm: 5.1589 2021-02-11 02:59:05,473 - mmaction - INFO - Epoch [22][1300/3757] lr: 1.000e-03, eta: 14:37:21, time: 0.424, data_time: 0.001, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8828, loss_cls: 1.2937, loss: 1.2937, grad_norm: 5.2535 2021-02-11 02:59:15,033 - mmaction - INFO - Epoch [22][1320/3757] lr: 1.000e-03, eta: 14:37:11, time: 0.477, data_time: 0.047, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8984, loss_cls: 1.1470, loss: 1.1470, grad_norm: 5.0317 2021-02-11 02:59:23,175 - mmaction - INFO - Epoch [22][1340/3757] lr: 1.000e-03, eta: 14:36:59, time: 0.407, data_time: 0.002, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.2789, loss: 1.2789, grad_norm: 5.2484 2021-02-11 02:59:31,765 - mmaction - INFO - Epoch [22][1360/3757] lr: 1.000e-03, eta: 14:36:48, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3105, loss: 1.3105, grad_norm: 5.2813 2021-02-11 02:59:40,596 - mmaction - INFO - Epoch [22][1380/3757] lr: 1.000e-03, eta: 14:36:37, time: 0.441, data_time: 0.003, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8719, loss_cls: 1.3451, loss: 1.3451, grad_norm: 5.4056 2021-02-11 02:59:49,428 - mmaction - INFO - Epoch [22][1400/3757] lr: 1.000e-03, eta: 14:36:26, time: 0.443, data_time: 0.006, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8969, loss_cls: 1.1889, loss: 1.1889, grad_norm: 5.0901 2021-02-11 02:59:58,080 - mmaction - INFO - Epoch [22][1420/3757] lr: 1.000e-03, eta: 14:36:15, time: 0.433, data_time: 0.002, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8906, loss_cls: 1.1896, loss: 1.1896, grad_norm: 5.0885 2021-02-11 03:00:07,295 - mmaction - INFO - Epoch [22][1440/3757] lr: 1.000e-03, eta: 14:36:04, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.6766, top5_acc: 0.8859, loss_cls: 1.2547, loss: 1.2547, grad_norm: 5.2800 2021-02-11 03:00:18,012 - mmaction - INFO - Epoch [22][1460/3757] lr: 1.000e-03, eta: 14:35:55, time: 0.535, data_time: 0.002, memory: 7076, top1_acc: 0.6742, top5_acc: 0.8766, loss_cls: 1.2989, loss: 1.2989, grad_norm: 5.4072 2021-02-11 03:00:25,320 - mmaction - INFO - Epoch [22][1480/3757] lr: 1.000e-03, eta: 14:35:42, time: 0.367, data_time: 0.002, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.2688, loss: 1.2688, grad_norm: 5.1677 2021-02-11 03:00:33,882 - mmaction - INFO - Epoch [22][1500/3757] lr: 1.000e-03, eta: 14:35:31, time: 0.428, data_time: 0.004, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8914, loss_cls: 1.1730, loss: 1.1730, grad_norm: 4.9874 2021-02-11 03:00:42,803 - mmaction - INFO - Epoch [22][1520/3757] lr: 1.000e-03, eta: 14:35:20, time: 0.444, data_time: 0.003, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.2830, loss: 1.2830, grad_norm: 5.3544 2021-02-11 03:00:51,527 - mmaction - INFO - Epoch [22][1540/3757] lr: 1.000e-03, eta: 14:35:09, time: 0.437, data_time: 0.003, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8719, loss_cls: 1.2895, loss: 1.2895, grad_norm: 5.2841 2021-02-11 03:01:00,920 - mmaction - INFO - Epoch [22][1560/3757] lr: 1.000e-03, eta: 14:34:59, time: 0.469, data_time: 0.003, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2700, loss: 1.2700, grad_norm: 5.1856 2021-02-11 03:01:09,056 - mmaction - INFO - Epoch [22][1580/3757] lr: 1.000e-03, eta: 14:34:47, time: 0.408, data_time: 0.022, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3443, loss: 1.3443, grad_norm: 5.5706 2021-02-11 03:01:19,652 - mmaction - INFO - Epoch [22][1600/3757] lr: 1.000e-03, eta: 14:34:38, time: 0.526, data_time: 0.067, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8812, loss_cls: 1.2137, loss: 1.2137, grad_norm: 5.2285 2021-02-11 03:01:29,052 - mmaction - INFO - Epoch [22][1620/3757] lr: 1.000e-03, eta: 14:34:28, time: 0.471, data_time: 0.006, memory: 7076, top1_acc: 0.6531, top5_acc: 0.8602, loss_cls: 1.3600, loss: 1.3600, grad_norm: 5.2675 2021-02-11 03:01:38,260 - mmaction - INFO - Epoch [22][1640/3757] lr: 1.000e-03, eta: 14:34:17, time: 0.455, data_time: 0.004, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8969, loss_cls: 1.1952, loss: 1.1952, grad_norm: 5.1631 2021-02-11 03:01:45,579 - mmaction - INFO - Epoch [22][1660/3757] lr: 1.000e-03, eta: 14:34:04, time: 0.373, data_time: 0.009, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8828, loss_cls: 1.2401, loss: 1.2401, grad_norm: 5.1697 2021-02-11 03:01:55,569 - mmaction - INFO - Epoch [22][1680/3757] lr: 1.000e-03, eta: 14:33:55, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.6500, top5_acc: 0.8594, loss_cls: 1.3678, loss: 1.3678, grad_norm: 5.4885 2021-02-11 03:02:03,846 - mmaction - INFO - Epoch [22][1700/3757] lr: 1.000e-03, eta: 14:33:43, time: 0.415, data_time: 0.003, memory: 7076, top1_acc: 0.6648, top5_acc: 0.8758, loss_cls: 1.2647, loss: 1.2647, grad_norm: 5.3454 2021-02-11 03:02:12,765 - mmaction - INFO - Epoch [22][1720/3757] lr: 1.000e-03, eta: 14:33:32, time: 0.447, data_time: 0.002, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.2890, loss: 1.2890, grad_norm: 5.2608 2021-02-11 03:02:22,025 - mmaction - INFO - Epoch [22][1740/3757] lr: 1.000e-03, eta: 14:33:21, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.2891, loss: 1.2891, grad_norm: 5.1689 2021-02-11 03:02:30,395 - mmaction - INFO - Epoch [22][1760/3757] lr: 1.000e-03, eta: 14:33:10, time: 0.419, data_time: 0.003, memory: 7076, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.2949, loss: 1.2949, grad_norm: 5.2862 2021-02-11 03:02:38,814 - mmaction - INFO - Epoch [22][1780/3757] lr: 1.000e-03, eta: 14:32:58, time: 0.421, data_time: 0.024, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2122, loss: 1.2122, grad_norm: 5.1791 2021-02-11 03:02:47,388 - mmaction - INFO - Epoch [22][1800/3757] lr: 1.000e-03, eta: 14:32:47, time: 0.428, data_time: 0.002, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8781, loss_cls: 1.2778, loss: 1.2778, grad_norm: 5.2475 2021-02-11 03:02:56,243 - mmaction - INFO - Epoch [22][1820/3757] lr: 1.000e-03, eta: 14:32:36, time: 0.443, data_time: 0.003, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2200, loss: 1.2200, grad_norm: 4.9219 2021-02-11 03:03:04,450 - mmaction - INFO - Epoch [22][1840/3757] lr: 1.000e-03, eta: 14:32:24, time: 0.411, data_time: 0.002, memory: 7076, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3216, loss: 1.3216, grad_norm: 5.2822 2021-02-11 03:03:13,894 - mmaction - INFO - Epoch [22][1860/3757] lr: 1.000e-03, eta: 14:32:14, time: 0.472, data_time: 0.003, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8820, loss_cls: 1.2021, loss: 1.2021, grad_norm: 5.0992 2021-02-11 03:03:22,472 - mmaction - INFO - Epoch [22][1880/3757] lr: 1.000e-03, eta: 14:32:02, time: 0.428, data_time: 0.002, memory: 7076, top1_acc: 0.6750, top5_acc: 0.8789, loss_cls: 1.2742, loss: 1.2742, grad_norm: 5.4373 2021-02-11 03:03:31,580 - mmaction - INFO - Epoch [22][1900/3757] lr: 1.000e-03, eta: 14:31:52, time: 0.456, data_time: 0.009, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8852, loss_cls: 1.2871, loss: 1.2871, grad_norm: 5.4249 2021-02-11 03:03:39,927 - mmaction - INFO - Epoch [22][1920/3757] lr: 1.000e-03, eta: 14:31:40, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.1907, loss: 1.1907, grad_norm: 5.0734 2021-02-11 03:03:48,976 - mmaction - INFO - Epoch [22][1940/3757] lr: 1.000e-03, eta: 14:31:29, time: 0.454, data_time: 0.003, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8773, loss_cls: 1.2554, loss: 1.2554, grad_norm: 5.3389 2021-02-11 03:03:58,644 - mmaction - INFO - Epoch [22][1960/3757] lr: 1.000e-03, eta: 14:31:20, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2525, loss: 1.2525, grad_norm: 5.3063 2021-02-11 03:04:06,222 - mmaction - INFO - Epoch [22][1980/3757] lr: 1.000e-03, eta: 14:31:07, time: 0.377, data_time: 0.004, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8789, loss_cls: 1.2419, loss: 1.2419, grad_norm: 5.3861 2021-02-11 03:04:15,811 - mmaction - INFO - Epoch [22][2000/3757] lr: 1.000e-03, eta: 14:30:57, time: 0.482, data_time: 0.003, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2626, loss: 1.2626, grad_norm: 5.2199 2021-02-11 03:04:25,787 - mmaction - INFO - Epoch [22][2020/3757] lr: 1.000e-03, eta: 14:30:47, time: 0.493, data_time: 0.022, memory: 7076, top1_acc: 0.6727, top5_acc: 0.8766, loss_cls: 1.2493, loss: 1.2493, grad_norm: 5.1815 2021-02-11 03:04:35,140 - mmaction - INFO - Epoch [22][2040/3757] lr: 1.000e-03, eta: 14:30:37, time: 0.474, data_time: 0.051, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.2941, loss: 1.2941, grad_norm: 5.2777 2021-02-11 03:04:43,410 - mmaction - INFO - Epoch [22][2060/3757] lr: 1.000e-03, eta: 14:30:25, time: 0.413, data_time: 0.001, memory: 7076, top1_acc: 0.6508, top5_acc: 0.8703, loss_cls: 1.3540, loss: 1.3540, grad_norm: 5.5715 2021-02-11 03:04:52,372 - mmaction - INFO - Epoch [22][2080/3757] lr: 1.000e-03, eta: 14:30:14, time: 0.445, data_time: 0.023, memory: 7076, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.2680, loss: 1.2680, grad_norm: 5.3568 2021-02-11 03:05:01,351 - mmaction - INFO - Epoch [22][2100/3757] lr: 1.000e-03, eta: 14:30:04, time: 0.452, data_time: 0.054, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.2915, loss: 1.2915, grad_norm: 5.2819 2021-02-11 03:05:10,399 - mmaction - INFO - Epoch [22][2120/3757] lr: 1.000e-03, eta: 14:29:53, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2552, loss: 1.2552, grad_norm: 5.2802 2021-02-11 03:05:19,305 - mmaction - INFO - Epoch [22][2140/3757] lr: 1.000e-03, eta: 14:29:42, time: 0.445, data_time: 0.011, memory: 7076, top1_acc: 0.6797, top5_acc: 0.8852, loss_cls: 1.2239, loss: 1.2239, grad_norm: 5.2364 2021-02-11 03:05:28,073 - mmaction - INFO - Epoch [22][2160/3757] lr: 1.000e-03, eta: 14:29:31, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8797, loss_cls: 1.2376, loss: 1.2376, grad_norm: 5.1330 2021-02-11 03:05:35,956 - mmaction - INFO - Epoch [22][2180/3757] lr: 1.000e-03, eta: 14:29:19, time: 0.394, data_time: 0.001, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2250, loss: 1.2250, grad_norm: 5.0449 2021-02-11 03:05:44,936 - mmaction - INFO - Epoch [22][2200/3757] lr: 1.000e-03, eta: 14:29:08, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.2188, loss: 1.2188, grad_norm: 5.0311 2021-02-11 03:05:53,441 - mmaction - INFO - Epoch [22][2220/3757] lr: 1.000e-03, eta: 14:28:56, time: 0.426, data_time: 0.004, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8891, loss_cls: 1.2060, loss: 1.2060, grad_norm: 5.0864 2021-02-11 03:06:02,949 - mmaction - INFO - Epoch [22][2240/3757] lr: 1.000e-03, eta: 14:28:46, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8656, loss_cls: 1.2828, loss: 1.2828, grad_norm: 5.1910 2021-02-11 03:06:10,894 - mmaction - INFO - Epoch [22][2260/3757] lr: 1.000e-03, eta: 14:28:34, time: 0.398, data_time: 0.004, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8797, loss_cls: 1.2333, loss: 1.2333, grad_norm: 5.2755 2021-02-11 03:06:20,440 - mmaction - INFO - Epoch [22][2280/3757] lr: 1.000e-03, eta: 14:28:24, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8844, loss_cls: 1.2519, loss: 1.2519, grad_norm: 5.4093 2021-02-11 03:06:28,746 - mmaction - INFO - Epoch [22][2300/3757] lr: 1.000e-03, eta: 14:28:12, time: 0.416, data_time: 0.003, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.2079 2021-02-11 03:06:38,073 - mmaction - INFO - Epoch [22][2320/3757] lr: 1.000e-03, eta: 14:28:02, time: 0.467, data_time: 0.033, memory: 7076, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3206, loss: 1.3206, grad_norm: 5.3310 2021-02-11 03:06:45,532 - mmaction - INFO - Epoch [22][2340/3757] lr: 1.000e-03, eta: 14:27:49, time: 0.373, data_time: 0.003, memory: 7076, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4049, loss: 1.4049, grad_norm: 5.3113 2021-02-11 03:06:55,395 - mmaction - INFO - Epoch [22][2360/3757] lr: 1.000e-03, eta: 14:27:40, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3486, loss: 1.3486, grad_norm: 5.1817 2021-02-11 03:07:04,183 - mmaction - INFO - Epoch [22][2380/3757] lr: 1.000e-03, eta: 14:27:28, time: 0.438, data_time: 0.002, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2103, loss: 1.2103, grad_norm: 5.1529 2021-02-11 03:07:13,004 - mmaction - INFO - Epoch [22][2400/3757] lr: 1.000e-03, eta: 14:27:17, time: 0.442, data_time: 0.055, memory: 7076, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2889, loss: 1.2889, grad_norm: 5.2174 2021-02-11 03:07:24,205 - mmaction - INFO - Epoch [22][2420/3757] lr: 1.000e-03, eta: 14:27:09, time: 0.557, data_time: 0.016, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8922, loss_cls: 1.1888, loss: 1.1888, grad_norm: 5.1356 2021-02-11 03:07:32,415 - mmaction - INFO - Epoch [22][2440/3757] lr: 1.000e-03, eta: 14:26:58, time: 0.413, data_time: 0.013, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1643, loss: 1.1643, grad_norm: 5.0211 2021-02-11 03:07:42,150 - mmaction - INFO - Epoch [22][2460/3757] lr: 1.000e-03, eta: 14:26:48, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.2876, loss: 1.2876, grad_norm: 5.3095 2021-02-11 03:07:50,458 - mmaction - INFO - Epoch [22][2480/3757] lr: 1.000e-03, eta: 14:26:36, time: 0.418, data_time: 0.004, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2294, loss: 1.2294, grad_norm: 5.1028 2021-02-11 03:08:00,297 - mmaction - INFO - Epoch [22][2500/3757] lr: 1.000e-03, eta: 14:26:27, time: 0.491, data_time: 0.000, memory: 7076, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3976, loss: 1.3976, grad_norm: 5.3750 2021-02-11 03:08:08,623 - mmaction - INFO - Epoch [22][2520/3757] lr: 1.000e-03, eta: 14:26:15, time: 0.415, data_time: 0.003, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8828, loss_cls: 1.2586, loss: 1.2586, grad_norm: 5.4024 2021-02-11 03:08:17,716 - mmaction - INFO - Epoch [22][2540/3757] lr: 1.000e-03, eta: 14:26:04, time: 0.456, data_time: 0.005, memory: 7076, top1_acc: 0.6703, top5_acc: 0.8695, loss_cls: 1.3097, loss: 1.3097, grad_norm: 5.1706 2021-02-11 03:08:25,442 - mmaction - INFO - Epoch [22][2560/3757] lr: 1.000e-03, eta: 14:25:52, time: 0.387, data_time: 0.003, memory: 7076, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.2759, loss: 1.2759, grad_norm: 5.4142 2021-02-11 03:08:34,471 - mmaction - INFO - Epoch [22][2580/3757] lr: 1.000e-03, eta: 14:25:41, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.2244 2021-02-11 03:08:43,900 - mmaction - INFO - Epoch [22][2600/3757] lr: 1.000e-03, eta: 14:25:31, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2844, loss: 1.2844, grad_norm: 5.2950 2021-02-11 03:08:53,868 - mmaction - INFO - Epoch [22][2620/3757] lr: 1.000e-03, eta: 14:25:21, time: 0.501, data_time: 0.004, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8805, loss_cls: 1.2927, loss: 1.2927, grad_norm: 5.4925 2021-02-11 03:09:02,353 - mmaction - INFO - Epoch [22][2640/3757] lr: 1.000e-03, eta: 14:25:10, time: 0.423, data_time: 0.001, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8836, loss_cls: 1.2093, loss: 1.2093, grad_norm: 5.1151 2021-02-11 03:09:11,007 - mmaction - INFO - Epoch [22][2660/3757] lr: 1.000e-03, eta: 14:24:59, time: 0.433, data_time: 0.002, memory: 7076, top1_acc: 0.6742, top5_acc: 0.8711, loss_cls: 1.2913, loss: 1.2913, grad_norm: 5.3140 2021-02-11 03:09:20,578 - mmaction - INFO - Epoch [22][2680/3757] lr: 1.000e-03, eta: 14:24:49, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.6742, top5_acc: 0.8867, loss_cls: 1.2571, loss: 1.2571, grad_norm: 5.3892 2021-02-11 03:09:30,606 - mmaction - INFO - Epoch [22][2700/3757] lr: 1.000e-03, eta: 14:24:39, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.6727, top5_acc: 0.8727, loss_cls: 1.2974, loss: 1.2974, grad_norm: 5.3251 2021-02-11 03:09:38,850 - mmaction - INFO - Epoch [22][2720/3757] lr: 1.000e-03, eta: 14:24:28, time: 0.413, data_time: 0.004, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2464, loss: 1.2464, grad_norm: 5.2205 2021-02-11 03:09:46,990 - mmaction - INFO - Epoch [22][2740/3757] lr: 1.000e-03, eta: 14:24:16, time: 0.407, data_time: 0.002, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8930, loss_cls: 1.1673, loss: 1.1673, grad_norm: 5.1541 2021-02-11 03:09:56,108 - mmaction - INFO - Epoch [22][2760/3757] lr: 1.000e-03, eta: 14:24:05, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8758, loss_cls: 1.2484, loss: 1.2484, grad_norm: 5.3252 2021-02-11 03:10:05,580 - mmaction - INFO - Epoch [22][2780/3757] lr: 1.000e-03, eta: 14:23:55, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.6766, top5_acc: 0.8727, loss_cls: 1.2888, loss: 1.2888, grad_norm: 5.4186 2021-02-11 03:10:14,215 - mmaction - INFO - Epoch [22][2800/3757] lr: 1.000e-03, eta: 14:23:44, time: 0.433, data_time: 0.031, memory: 7076, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3407, loss: 1.3407, grad_norm: 5.3087 2021-02-11 03:10:24,634 - mmaction - INFO - Epoch [22][2820/3757] lr: 1.000e-03, eta: 14:23:35, time: 0.520, data_time: 0.002, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8805, loss_cls: 1.2420, loss: 1.2420, grad_norm: 5.2094 2021-02-11 03:10:33,310 - mmaction - INFO - Epoch [22][2840/3757] lr: 1.000e-03, eta: 14:23:24, time: 0.433, data_time: 0.005, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8742, loss_cls: 1.2435, loss: 1.2435, grad_norm: 5.3290 2021-02-11 03:10:42,026 - mmaction - INFO - Epoch [22][2860/3757] lr: 1.000e-03, eta: 14:23:13, time: 0.438, data_time: 0.005, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2684, loss: 1.2684, grad_norm: 5.0961 2021-02-11 03:10:50,699 - mmaction - INFO - Epoch [22][2880/3757] lr: 1.000e-03, eta: 14:23:01, time: 0.434, data_time: 0.003, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8859, loss_cls: 1.2262, loss: 1.2262, grad_norm: 5.3231 2021-02-11 03:11:00,429 - mmaction - INFO - Epoch [22][2900/3757] lr: 1.000e-03, eta: 14:22:51, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.2733, loss: 1.2733, grad_norm: 5.3478 2021-02-11 03:11:08,885 - mmaction - INFO - Epoch [22][2920/3757] lr: 1.000e-03, eta: 14:22:40, time: 0.425, data_time: 0.062, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8945, loss_cls: 1.1793, loss: 1.1793, grad_norm: 5.1532 2021-02-11 03:11:16,989 - mmaction - INFO - Epoch [22][2940/3757] lr: 1.000e-03, eta: 14:22:28, time: 0.405, data_time: 0.043, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8828, loss_cls: 1.2204, loss: 1.2204, grad_norm: 5.3910 2021-02-11 03:11:25,786 - mmaction - INFO - Epoch [22][2960/3757] lr: 1.000e-03, eta: 14:22:17, time: 0.438, data_time: 0.001, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8727, loss_cls: 1.2668, loss: 1.2668, grad_norm: 5.3130 2021-02-11 03:11:34,482 - mmaction - INFO - Epoch [22][2980/3757] lr: 1.000e-03, eta: 14:22:06, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.2778, loss: 1.2778, grad_norm: 5.3348 2021-02-11 03:11:43,124 - mmaction - INFO - Epoch [22][3000/3757] lr: 1.000e-03, eta: 14:21:55, time: 0.432, data_time: 0.028, memory: 7076, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3054, loss: 1.3054, grad_norm: 5.3028 2021-02-11 03:11:52,620 - mmaction - INFO - Epoch [22][3020/3757] lr: 1.000e-03, eta: 14:21:45, time: 0.476, data_time: 0.020, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8914, loss_cls: 1.1941, loss: 1.1941, grad_norm: 5.1061 2021-02-11 03:12:03,068 - mmaction - INFO - Epoch [22][3040/3757] lr: 1.000e-03, eta: 14:21:36, time: 0.521, data_time: 0.004, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2591, loss: 1.2591, grad_norm: 5.3701 2021-02-11 03:12:10,928 - mmaction - INFO - Epoch [22][3060/3757] lr: 1.000e-03, eta: 14:21:24, time: 0.394, data_time: 0.034, memory: 7076, top1_acc: 0.6727, top5_acc: 0.8727, loss_cls: 1.2955, loss: 1.2955, grad_norm: 5.4190 2021-02-11 03:12:21,692 - mmaction - INFO - Epoch [22][3080/3757] lr: 1.000e-03, eta: 14:21:15, time: 0.539, data_time: 0.001, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.2837, loss: 1.2837, grad_norm: 5.3877 2021-02-11 03:12:29,297 - mmaction - INFO - Epoch [22][3100/3757] lr: 1.000e-03, eta: 14:21:03, time: 0.380, data_time: 0.002, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2631, loss: 1.2631, grad_norm: 5.3766 2021-02-11 03:12:41,092 - mmaction - INFO - Epoch [22][3120/3757] lr: 1.000e-03, eta: 14:20:55, time: 0.589, data_time: 0.001, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.3204, loss: 1.3204, grad_norm: 5.5658 2021-02-11 03:12:48,347 - mmaction - INFO - Epoch [22][3140/3757] lr: 1.000e-03, eta: 14:20:42, time: 0.364, data_time: 0.011, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2204, loss: 1.2204, grad_norm: 5.2842 2021-02-11 03:12:58,444 - mmaction - INFO - Epoch [22][3160/3757] lr: 1.000e-03, eta: 14:20:33, time: 0.505, data_time: 0.050, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8781, loss_cls: 1.2706, loss: 1.2706, grad_norm: 5.4152 2021-02-11 03:13:06,296 - mmaction - INFO - Epoch [22][3180/3757] lr: 1.000e-03, eta: 14:20:21, time: 0.393, data_time: 0.002, memory: 7076, top1_acc: 0.6742, top5_acc: 0.8703, loss_cls: 1.2954, loss: 1.2954, grad_norm: 5.4103 2021-02-11 03:13:15,331 - mmaction - INFO - Epoch [22][3200/3757] lr: 1.000e-03, eta: 14:20:10, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8805, loss_cls: 1.2618, loss: 1.2618, grad_norm: 5.2363 2021-02-11 03:13:24,368 - mmaction - INFO - Epoch [22][3220/3757] lr: 1.000e-03, eta: 14:19:59, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2649, loss: 1.2649, grad_norm: 5.3058 2021-02-11 03:13:33,485 - mmaction - INFO - Epoch [22][3240/3757] lr: 1.000e-03, eta: 14:19:49, time: 0.458, data_time: 0.010, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.2461, loss: 1.2461, grad_norm: 5.2359 2021-02-11 03:13:42,104 - mmaction - INFO - Epoch [22][3260/3757] lr: 1.000e-03, eta: 14:19:38, time: 0.428, data_time: 0.001, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8648, loss_cls: 1.3574, loss: 1.3574, grad_norm: 5.4880 2021-02-11 03:13:50,735 - mmaction - INFO - Epoch [22][3280/3757] lr: 1.000e-03, eta: 14:19:26, time: 0.435, data_time: 0.004, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8789, loss_cls: 1.2269, loss: 1.2269, grad_norm: 5.2031 2021-02-11 03:14:00,344 - mmaction - INFO - Epoch [22][3300/3757] lr: 1.000e-03, eta: 14:19:16, time: 0.479, data_time: 0.005, memory: 7076, top1_acc: 0.6602, top5_acc: 0.8664, loss_cls: 1.3257, loss: 1.3257, grad_norm: 5.4462 2021-02-11 03:14:08,157 - mmaction - INFO - Epoch [22][3320/3757] lr: 1.000e-03, eta: 14:19:04, time: 0.392, data_time: 0.022, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8766, loss_cls: 1.2733, loss: 1.2733, grad_norm: 5.3204 2021-02-11 03:14:17,159 - mmaction - INFO - Epoch [22][3340/3757] lr: 1.000e-03, eta: 14:18:53, time: 0.449, data_time: 0.085, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8812, loss_cls: 1.2320, loss: 1.2320, grad_norm: 5.2879 2021-02-11 03:14:25,504 - mmaction - INFO - Epoch [22][3360/3757] lr: 1.000e-03, eta: 14:18:42, time: 0.418, data_time: 0.003, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8852, loss_cls: 1.2269, loss: 1.2269, grad_norm: 5.3007 2021-02-11 03:14:35,130 - mmaction - INFO - Epoch [22][3380/3757] lr: 1.000e-03, eta: 14:18:32, time: 0.483, data_time: 0.002, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2940, loss: 1.2940, grad_norm: 5.3519 2021-02-11 03:14:45,004 - mmaction - INFO - Epoch [22][3400/3757] lr: 1.000e-03, eta: 14:18:22, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8945, loss_cls: 1.1688, loss: 1.1688, grad_norm: 5.1342 2021-02-11 03:14:54,266 - mmaction - INFO - Epoch [22][3420/3757] lr: 1.000e-03, eta: 14:18:12, time: 0.466, data_time: 0.006, memory: 7076, top1_acc: 0.6562, top5_acc: 0.8617, loss_cls: 1.3884, loss: 1.3884, grad_norm: 5.4479 2021-02-11 03:15:03,673 - mmaction - INFO - Epoch [22][3440/3757] lr: 1.000e-03, eta: 14:18:02, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.6578, top5_acc: 0.8812, loss_cls: 1.3326, loss: 1.3326, grad_norm: 5.4815 2021-02-11 03:15:12,976 - mmaction - INFO - Epoch [22][3460/3757] lr: 1.000e-03, eta: 14:17:51, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8922, loss_cls: 1.2040, loss: 1.2040, grad_norm: 5.3635 2021-02-11 03:15:22,017 - mmaction - INFO - Epoch [22][3480/3757] lr: 1.000e-03, eta: 14:17:41, time: 0.451, data_time: 0.004, memory: 7076, top1_acc: 0.6687, top5_acc: 0.8633, loss_cls: 1.2736, loss: 1.2736, grad_norm: 5.3500 2021-02-11 03:15:30,138 - mmaction - INFO - Epoch [22][3500/3757] lr: 1.000e-03, eta: 14:17:29, time: 0.408, data_time: 0.006, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.1782, loss: 1.1782, grad_norm: 5.1100 2021-02-11 03:15:39,750 - mmaction - INFO - Epoch [22][3520/3757] lr: 1.000e-03, eta: 14:17:19, time: 0.481, data_time: 0.002, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8812, loss_cls: 1.2771, loss: 1.2771, grad_norm: 5.2331 2021-02-11 03:15:47,549 - mmaction - INFO - Epoch [22][3540/3757] lr: 1.000e-03, eta: 14:17:07, time: 0.390, data_time: 0.029, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.2593, loss: 1.2593, grad_norm: 5.1835 2021-02-11 03:15:56,800 - mmaction - INFO - Epoch [22][3560/3757] lr: 1.000e-03, eta: 14:16:56, time: 0.462, data_time: 0.077, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8758, loss_cls: 1.3053, loss: 1.3053, grad_norm: 5.4089 2021-02-11 03:16:04,992 - mmaction - INFO - Epoch [22][3580/3757] lr: 1.000e-03, eta: 14:16:45, time: 0.409, data_time: 0.022, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2479, loss: 1.2479, grad_norm: 5.2752 2021-02-11 03:16:14,995 - mmaction - INFO - Epoch [22][3600/3757] lr: 1.000e-03, eta: 14:16:35, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.6586, top5_acc: 0.8625, loss_cls: 1.3191, loss: 1.3191, grad_norm: 5.4983 2021-02-11 03:16:24,209 - mmaction - INFO - Epoch [22][3620/3757] lr: 1.000e-03, eta: 14:16:25, time: 0.460, data_time: 0.063, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.2052 2021-02-11 03:16:33,997 - mmaction - INFO - Epoch [22][3640/3757] lr: 1.000e-03, eta: 14:16:15, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8844, loss_cls: 1.2249, loss: 1.2249, grad_norm: 5.2830 2021-02-11 03:16:42,123 - mmaction - INFO - Epoch [22][3660/3757] lr: 1.000e-03, eta: 14:16:03, time: 0.406, data_time: 0.002, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.3499 2021-02-11 03:16:51,626 - mmaction - INFO - Epoch [22][3680/3757] lr: 1.000e-03, eta: 14:15:53, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8836, loss_cls: 1.2388, loss: 1.2388, grad_norm: 5.2152 2021-02-11 03:16:59,810 - mmaction - INFO - Epoch [22][3700/3757] lr: 1.000e-03, eta: 14:15:41, time: 0.406, data_time: 0.046, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8734, loss_cls: 1.2148, loss: 1.2148, grad_norm: 5.3135 2021-02-11 03:17:08,608 - mmaction - INFO - Epoch [22][3720/3757] lr: 1.000e-03, eta: 14:15:30, time: 0.440, data_time: 0.016, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.1952, loss: 1.1952, grad_norm: 5.0833 2021-02-11 03:17:16,935 - mmaction - INFO - Epoch [22][3740/3757] lr: 1.000e-03, eta: 14:15:19, time: 0.419, data_time: 0.005, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8680, loss_cls: 1.3010, loss: 1.3010, grad_norm: 5.4251 2021-02-11 03:20:12,416 - mmaction - INFO - Epoch [23][20/3757] lr: 1.000e-03, eta: 14:17:59, time: 7.922, data_time: 7.440, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2331, loss: 1.2331, grad_norm: 5.2139 2021-02-11 03:20:21,336 - mmaction - INFO - Epoch [23][40/3757] lr: 1.000e-03, eta: 14:17:48, time: 0.448, data_time: 0.012, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8883, loss_cls: 1.1986, loss: 1.1986, grad_norm: 5.2561 2021-02-11 03:20:30,294 - mmaction - INFO - Epoch [23][60/3757] lr: 1.000e-03, eta: 14:17:38, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8914, loss_cls: 1.1883, loss: 1.1883, grad_norm: 5.4029 2021-02-11 03:20:39,195 - mmaction - INFO - Epoch [23][80/3757] lr: 1.000e-03, eta: 14:17:27, time: 0.447, data_time: 0.003, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2481, loss: 1.2481, grad_norm: 5.2735 2021-02-11 03:20:47,744 - mmaction - INFO - Epoch [23][100/3757] lr: 1.000e-03, eta: 14:17:15, time: 0.428, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.1925 2021-02-11 03:20:56,684 - mmaction - INFO - Epoch [23][120/3757] lr: 1.000e-03, eta: 14:17:04, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1776, loss: 1.1776, grad_norm: 5.1052 2021-02-11 03:21:05,526 - mmaction - INFO - Epoch [23][140/3757] lr: 1.000e-03, eta: 14:16:53, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.2216, loss: 1.2216, grad_norm: 5.3020 2021-02-11 03:21:14,033 - mmaction - INFO - Epoch [23][160/3757] lr: 1.000e-03, eta: 14:16:42, time: 0.424, data_time: 0.001, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.1761, loss: 1.1761, grad_norm: 5.1713 2021-02-11 03:21:22,667 - mmaction - INFO - Epoch [23][180/3757] lr: 1.000e-03, eta: 14:16:31, time: 0.433, data_time: 0.002, memory: 7076, top1_acc: 0.7125, top5_acc: 0.9086, loss_cls: 1.1098, loss: 1.1098, grad_norm: 5.0595 2021-02-11 03:21:32,892 - mmaction - INFO - Epoch [23][200/3757] lr: 1.000e-03, eta: 14:16:22, time: 0.511, data_time: 0.002, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2745, loss: 1.2745, grad_norm: 5.3158 2021-02-11 03:21:41,204 - mmaction - INFO - Epoch [23][220/3757] lr: 1.000e-03, eta: 14:16:10, time: 0.415, data_time: 0.031, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8898, loss_cls: 1.1911, loss: 1.1911, grad_norm: 5.2349 2021-02-11 03:21:51,516 - mmaction - INFO - Epoch [23][240/3757] lr: 1.000e-03, eta: 14:16:01, time: 0.516, data_time: 0.038, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8750, loss_cls: 1.2594, loss: 1.2594, grad_norm: 5.2852 2021-02-11 03:21:59,141 - mmaction - INFO - Epoch [23][260/3757] lr: 1.000e-03, eta: 14:15:48, time: 0.382, data_time: 0.002, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8773, loss_cls: 1.2362, loss: 1.2362, grad_norm: 5.3200 2021-02-11 03:22:08,177 - mmaction - INFO - Epoch [23][280/3757] lr: 1.000e-03, eta: 14:15:37, time: 0.451, data_time: 0.075, memory: 7076, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.2856, loss: 1.2856, grad_norm: 5.4546 2021-02-11 03:22:16,637 - mmaction - INFO - Epoch [23][300/3757] lr: 1.000e-03, eta: 14:15:26, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2483, loss: 1.2483, grad_norm: 5.3639 2021-02-11 03:22:25,402 - mmaction - INFO - Epoch [23][320/3757] lr: 1.000e-03, eta: 14:15:15, time: 0.440, data_time: 0.003, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1669, loss: 1.1669, grad_norm: 5.1018 2021-02-11 03:22:34,329 - mmaction - INFO - Epoch [23][340/3757] lr: 1.000e-03, eta: 14:15:04, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.6664, top5_acc: 0.8805, loss_cls: 1.2769, loss: 1.2769, grad_norm: 5.4134 2021-02-11 03:22:42,873 - mmaction - INFO - Epoch [23][360/3757] lr: 1.000e-03, eta: 14:14:53, time: 0.425, data_time: 0.002, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1384, loss: 1.1384, grad_norm: 5.1374 2021-02-11 03:22:52,277 - mmaction - INFO - Epoch [23][380/3757] lr: 1.000e-03, eta: 14:14:42, time: 0.470, data_time: 0.005, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8930, loss_cls: 1.1787, loss: 1.1787, grad_norm: 5.2806 2021-02-11 03:23:00,052 - mmaction - INFO - Epoch [23][400/3757] lr: 1.000e-03, eta: 14:14:30, time: 0.392, data_time: 0.004, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8672, loss_cls: 1.2636, loss: 1.2636, grad_norm: 5.3019 2021-02-11 03:23:10,559 - mmaction - INFO - Epoch [23][420/3757] lr: 1.000e-03, eta: 14:14:21, time: 0.522, data_time: 0.001, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2336, loss: 1.2336, grad_norm: 5.3615 2021-02-11 03:23:17,973 - mmaction - INFO - Epoch [23][440/3757] lr: 1.000e-03, eta: 14:14:09, time: 0.374, data_time: 0.005, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.2824, loss: 1.2824, grad_norm: 5.4031 2021-02-11 03:23:26,414 - mmaction - INFO - Epoch [23][460/3757] lr: 1.000e-03, eta: 14:13:57, time: 0.422, data_time: 0.002, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3191, loss: 1.3191, grad_norm: 5.2254 2021-02-11 03:23:35,381 - mmaction - INFO - Epoch [23][480/3757] lr: 1.000e-03, eta: 14:13:46, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2280, loss: 1.2280, grad_norm: 5.2790 2021-02-11 03:23:43,759 - mmaction - INFO - Epoch [23][500/3757] lr: 1.000e-03, eta: 14:13:35, time: 0.420, data_time: 0.002, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8961, loss_cls: 1.1996, loss: 1.1996, grad_norm: 5.2472 2021-02-11 03:23:52,511 - mmaction - INFO - Epoch [23][520/3757] lr: 1.000e-03, eta: 14:13:24, time: 0.437, data_time: 0.002, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8930, loss_cls: 1.1903, loss: 1.1903, grad_norm: 5.3728 2021-02-11 03:24:01,154 - mmaction - INFO - Epoch [23][540/3757] lr: 1.000e-03, eta: 14:13:12, time: 0.432, data_time: 0.001, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.2605, loss: 1.2605, grad_norm: 5.2054 2021-02-11 03:24:10,716 - mmaction - INFO - Epoch [23][560/3757] lr: 1.000e-03, eta: 14:13:02, time: 0.476, data_time: 0.086, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2385, loss: 1.2385, grad_norm: 5.2569 2021-02-11 03:24:20,321 - mmaction - INFO - Epoch [23][580/3757] lr: 1.000e-03, eta: 14:12:52, time: 0.483, data_time: 0.003, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2098, loss: 1.2098, grad_norm: 5.4001 2021-02-11 03:24:27,556 - mmaction - INFO - Epoch [23][600/3757] lr: 1.000e-03, eta: 14:12:39, time: 0.361, data_time: 0.003, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2567, loss: 1.2567, grad_norm: 5.4099 2021-02-11 03:24:37,024 - mmaction - INFO - Epoch [23][620/3757] lr: 1.000e-03, eta: 14:12:29, time: 0.474, data_time: 0.002, memory: 7076, top1_acc: 0.6758, top5_acc: 0.8750, loss_cls: 1.2903, loss: 1.2903, grad_norm: 5.3555 2021-02-11 03:24:45,921 - mmaction - INFO - Epoch [23][640/3757] lr: 1.000e-03, eta: 14:12:18, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8875, loss_cls: 1.1986, loss: 1.1986, grad_norm: 5.2469 2021-02-11 03:24:54,876 - mmaction - INFO - Epoch [23][660/3757] lr: 1.000e-03, eta: 14:12:07, time: 0.448, data_time: 0.004, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8828, loss_cls: 1.2007, loss: 1.2007, grad_norm: 5.2847 2021-02-11 03:25:03,714 - mmaction - INFO - Epoch [23][680/3757] lr: 1.000e-03, eta: 14:11:56, time: 0.443, data_time: 0.003, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.2152, loss: 1.2152, grad_norm: 5.2834 2021-02-11 03:25:12,661 - mmaction - INFO - Epoch [23][700/3757] lr: 1.000e-03, eta: 14:11:46, time: 0.447, data_time: 0.003, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8945, loss_cls: 1.1874, loss: 1.1874, grad_norm: 5.3656 2021-02-11 03:25:21,526 - mmaction - INFO - Epoch [23][720/3757] lr: 1.000e-03, eta: 14:11:35, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8891, loss_cls: 1.1796, loss: 1.1796, grad_norm: 5.3113 2021-02-11 03:25:29,630 - mmaction - INFO - Epoch [23][740/3757] lr: 1.000e-03, eta: 14:11:23, time: 0.405, data_time: 0.001, memory: 7076, top1_acc: 0.6828, top5_acc: 0.8852, loss_cls: 1.2396, loss: 1.2396, grad_norm: 5.5304 2021-02-11 03:25:38,501 - mmaction - INFO - Epoch [23][760/3757] lr: 1.000e-03, eta: 14:11:12, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8734, loss_cls: 1.3150, loss: 1.3150, grad_norm: 5.5659 2021-02-11 03:25:48,085 - mmaction - INFO - Epoch [23][780/3757] lr: 1.000e-03, eta: 14:11:02, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.6430, top5_acc: 0.8531, loss_cls: 1.4306, loss: 1.4306, grad_norm: 5.6861 2021-02-11 03:25:57,144 - mmaction - INFO - Epoch [23][800/3757] lr: 1.000e-03, eta: 14:10:51, time: 0.455, data_time: 0.004, memory: 7076, top1_acc: 0.6687, top5_acc: 0.8789, loss_cls: 1.2758, loss: 1.2758, grad_norm: 5.7126 2021-02-11 03:26:06,556 - mmaction - INFO - Epoch [23][820/3757] lr: 1.000e-03, eta: 14:10:41, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8844, loss_cls: 1.1854, loss: 1.1854, grad_norm: 5.1892 2021-02-11 03:26:15,343 - mmaction - INFO - Epoch [23][840/3757] lr: 1.000e-03, eta: 14:10:30, time: 0.442, data_time: 0.015, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2121, loss: 1.2121, grad_norm: 5.2156 2021-02-11 03:26:24,268 - mmaction - INFO - Epoch [23][860/3757] lr: 1.000e-03, eta: 14:10:19, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.2532, loss: 1.2532, grad_norm: 5.4345 2021-02-11 03:26:32,914 - mmaction - INFO - Epoch [23][880/3757] lr: 1.000e-03, eta: 14:10:08, time: 0.432, data_time: 0.001, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2627, loss: 1.2627, grad_norm: 5.2540 2021-02-11 03:26:43,158 - mmaction - INFO - Epoch [23][900/3757] lr: 1.000e-03, eta: 14:09:59, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8797, loss_cls: 1.2550, loss: 1.2550, grad_norm: 5.4384 2021-02-11 03:26:50,909 - mmaction - INFO - Epoch [23][920/3757] lr: 1.000e-03, eta: 14:09:46, time: 0.387, data_time: 0.002, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.3022, loss: 1.3022, grad_norm: 5.3958 2021-02-11 03:27:00,198 - mmaction - INFO - Epoch [23][940/3757] lr: 1.000e-03, eta: 14:09:36, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8844, loss_cls: 1.2089, loss: 1.2089, grad_norm: 5.4445 2021-02-11 03:27:08,434 - mmaction - INFO - Epoch [23][960/3757] lr: 1.000e-03, eta: 14:09:24, time: 0.411, data_time: 0.001, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2738, loss: 1.2738, grad_norm: 5.2813 2021-02-11 03:27:17,202 - mmaction - INFO - Epoch [23][980/3757] lr: 1.000e-03, eta: 14:09:13, time: 0.439, data_time: 0.038, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2173, loss: 1.2173, grad_norm: 5.1882 2021-02-11 03:27:27,306 - mmaction - INFO - Epoch [23][1000/3757] lr: 1.000e-03, eta: 14:09:04, time: 0.502, data_time: 0.013, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3390, loss: 1.3390, grad_norm: 5.6059 2021-02-11 03:27:35,762 - mmaction - INFO - Epoch [23][1020/3757] lr: 1.000e-03, eta: 14:08:52, time: 0.425, data_time: 0.054, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8812, loss_cls: 1.2455, loss: 1.2455, grad_norm: 5.4837 2021-02-11 03:27:44,592 - mmaction - INFO - Epoch [23][1040/3757] lr: 1.000e-03, eta: 14:08:41, time: 0.442, data_time: 0.084, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8836, loss_cls: 1.2447, loss: 1.2447, grad_norm: 5.3040 2021-02-11 03:27:55,160 - mmaction - INFO - Epoch [23][1060/3757] lr: 1.000e-03, eta: 14:08:33, time: 0.527, data_time: 0.068, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1849, loss: 1.1849, grad_norm: 5.2406 2021-02-11 03:28:03,383 - mmaction - INFO - Epoch [23][1080/3757] lr: 1.000e-03, eta: 14:08:21, time: 0.412, data_time: 0.007, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2486, loss: 1.2486, grad_norm: 5.2696 2021-02-11 03:28:14,306 - mmaction - INFO - Epoch [23][1100/3757] lr: 1.000e-03, eta: 14:08:13, time: 0.546, data_time: 0.002, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1759, loss: 1.1759, grad_norm: 5.2730 2021-02-11 03:28:22,843 - mmaction - INFO - Epoch [23][1120/3757] lr: 1.000e-03, eta: 14:08:01, time: 0.428, data_time: 0.002, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8859, loss_cls: 1.1988, loss: 1.1988, grad_norm: 5.4122 2021-02-11 03:28:32,023 - mmaction - INFO - Epoch [23][1140/3757] lr: 1.000e-03, eta: 14:07:51, time: 0.458, data_time: 0.001, memory: 7076, top1_acc: 0.6734, top5_acc: 0.8711, loss_cls: 1.3027, loss: 1.3027, grad_norm: 5.5122 2021-02-11 03:28:40,121 - mmaction - INFO - Epoch [23][1160/3757] lr: 1.000e-03, eta: 14:07:39, time: 0.406, data_time: 0.002, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.2222, loss: 1.2222, grad_norm: 5.2635 2021-02-11 03:28:48,742 - mmaction - INFO - Epoch [23][1180/3757] lr: 1.000e-03, eta: 14:07:28, time: 0.431, data_time: 0.000, memory: 7076, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.3269, loss: 1.3269, grad_norm: 5.4454 2021-02-11 03:28:57,352 - mmaction - INFO - Epoch [23][1200/3757] lr: 1.000e-03, eta: 14:07:16, time: 0.430, data_time: 0.001, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2153, loss: 1.2153, grad_norm: 5.1227 2021-02-11 03:29:06,674 - mmaction - INFO - Epoch [23][1220/3757] lr: 1.000e-03, eta: 14:07:06, time: 0.465, data_time: 0.050, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2385, loss: 1.2385, grad_norm: 5.3008 2021-02-11 03:29:15,725 - mmaction - INFO - Epoch [23][1240/3757] lr: 1.000e-03, eta: 14:06:55, time: 0.454, data_time: 0.078, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.2037, loss: 1.2037, grad_norm: 5.3197 2021-02-11 03:29:24,586 - mmaction - INFO - Epoch [23][1260/3757] lr: 1.000e-03, eta: 14:06:44, time: 0.441, data_time: 0.034, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1891, loss: 1.1891, grad_norm: 5.2417 2021-02-11 03:29:33,217 - mmaction - INFO - Epoch [23][1280/3757] lr: 1.000e-03, eta: 14:06:33, time: 0.433, data_time: 0.003, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.2193, loss: 1.2193, grad_norm: 5.3635 2021-02-11 03:29:42,384 - mmaction - INFO - Epoch [23][1300/3757] lr: 1.000e-03, eta: 14:06:23, time: 0.459, data_time: 0.035, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8852, loss_cls: 1.2058, loss: 1.2058, grad_norm: 5.1868 2021-02-11 03:29:53,107 - mmaction - INFO - Epoch [23][1320/3757] lr: 1.000e-03, eta: 14:06:14, time: 0.534, data_time: 0.001, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2284, loss: 1.2284, grad_norm: 5.4829 2021-02-11 03:30:00,557 - mmaction - INFO - Epoch [23][1340/3757] lr: 1.000e-03, eta: 14:06:02, time: 0.374, data_time: 0.008, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2373, loss: 1.2373, grad_norm: 5.2850 2021-02-11 03:30:09,244 - mmaction - INFO - Epoch [23][1360/3757] lr: 1.000e-03, eta: 14:05:50, time: 0.432, data_time: 0.038, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8867, loss_cls: 1.1900, loss: 1.1900, grad_norm: 5.3636 2021-02-11 03:30:18,786 - mmaction - INFO - Epoch [23][1380/3757] lr: 1.000e-03, eta: 14:05:40, time: 0.479, data_time: 0.004, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2482, loss: 1.2482, grad_norm: 5.3508 2021-02-11 03:30:27,837 - mmaction - INFO - Epoch [23][1400/3757] lr: 1.000e-03, eta: 14:05:30, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2495, loss: 1.2495, grad_norm: 5.3287 2021-02-11 03:30:37,528 - mmaction - INFO - Epoch [23][1420/3757] lr: 1.000e-03, eta: 14:05:20, time: 0.485, data_time: 0.005, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2594, loss: 1.2594, grad_norm: 5.4541 2021-02-11 03:30:45,968 - mmaction - INFO - Epoch [23][1440/3757] lr: 1.000e-03, eta: 14:05:08, time: 0.424, data_time: 0.004, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8859, loss_cls: 1.2272, loss: 1.2272, grad_norm: 5.3141 2021-02-11 03:30:54,668 - mmaction - INFO - Epoch [23][1460/3757] lr: 1.000e-03, eta: 14:04:57, time: 0.435, data_time: 0.025, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8898, loss_cls: 1.2448, loss: 1.2448, grad_norm: 5.4104 2021-02-11 03:31:03,697 - mmaction - INFO - Epoch [23][1480/3757] lr: 1.000e-03, eta: 14:04:47, time: 0.451, data_time: 0.012, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8836, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.2906 2021-02-11 03:31:12,008 - mmaction - INFO - Epoch [23][1500/3757] lr: 1.000e-03, eta: 14:04:35, time: 0.415, data_time: 0.004, memory: 7076, top1_acc: 0.6695, top5_acc: 0.8742, loss_cls: 1.3074, loss: 1.3074, grad_norm: 5.6032 2021-02-11 03:31:22,233 - mmaction - INFO - Epoch [23][1520/3757] lr: 1.000e-03, eta: 14:04:26, time: 0.511, data_time: 0.026, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2767, loss: 1.2767, grad_norm: 5.3721 2021-02-11 03:31:29,713 - mmaction - INFO - Epoch [23][1540/3757] lr: 1.000e-03, eta: 14:04:13, time: 0.374, data_time: 0.006, memory: 7076, top1_acc: 0.6766, top5_acc: 0.8812, loss_cls: 1.2867, loss: 1.2867, grad_norm: 5.4247 2021-02-11 03:31:38,797 - mmaction - INFO - Epoch [23][1560/3757] lr: 1.000e-03, eta: 14:04:03, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.2570, loss: 1.2570, grad_norm: 5.4406 2021-02-11 03:31:47,679 - mmaction - INFO - Epoch [23][1580/3757] lr: 1.000e-03, eta: 14:03:52, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8859, loss_cls: 1.2355, loss: 1.2355, grad_norm: 5.4037 2021-02-11 03:31:57,114 - mmaction - INFO - Epoch [23][1600/3757] lr: 1.000e-03, eta: 14:03:42, time: 0.474, data_time: 0.007, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1985, loss: 1.1985, grad_norm: 5.3437 2021-02-11 03:32:05,546 - mmaction - INFO - Epoch [23][1620/3757] lr: 1.000e-03, eta: 14:03:30, time: 0.421, data_time: 0.002, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8875, loss_cls: 1.2134, loss: 1.2134, grad_norm: 5.1403 2021-02-11 03:32:14,708 - mmaction - INFO - Epoch [23][1640/3757] lr: 1.000e-03, eta: 14:03:20, time: 0.459, data_time: 0.012, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8805, loss_cls: 1.2314, loss: 1.2314, grad_norm: 5.2626 2021-02-11 03:32:23,645 - mmaction - INFO - Epoch [23][1660/3757] lr: 1.000e-03, eta: 14:03:09, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.6797, top5_acc: 0.8602, loss_cls: 1.2943, loss: 1.2943, grad_norm: 5.4888 2021-02-11 03:32:32,207 - mmaction - INFO - Epoch [23][1680/3757] lr: 1.000e-03, eta: 14:02:58, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.6742, top5_acc: 0.8766, loss_cls: 1.2703, loss: 1.2703, grad_norm: 5.2947 2021-02-11 03:32:40,500 - mmaction - INFO - Epoch [23][1700/3757] lr: 1.000e-03, eta: 14:02:46, time: 0.414, data_time: 0.011, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8938, loss_cls: 1.2200, loss: 1.2200, grad_norm: 5.3994 2021-02-11 03:32:49,207 - mmaction - INFO - Epoch [23][1720/3757] lr: 1.000e-03, eta: 14:02:35, time: 0.437, data_time: 0.027, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8734, loss_cls: 1.2265, loss: 1.2265, grad_norm: 5.3535 2021-02-11 03:32:59,029 - mmaction - INFO - Epoch [23][1740/3757] lr: 1.000e-03, eta: 14:02:25, time: 0.491, data_time: 0.034, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2708, loss: 1.2708, grad_norm: 5.4731 2021-02-11 03:33:06,534 - mmaction - INFO - Epoch [23][1760/3757] lr: 1.000e-03, eta: 14:02:13, time: 0.374, data_time: 0.002, memory: 7076, top1_acc: 0.6789, top5_acc: 0.8750, loss_cls: 1.2633, loss: 1.2633, grad_norm: 5.5409 2021-02-11 03:33:16,216 - mmaction - INFO - Epoch [23][1780/3757] lr: 1.000e-03, eta: 14:02:03, time: 0.482, data_time: 0.003, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.1889, loss: 1.1889, grad_norm: 5.1693 2021-02-11 03:33:24,903 - mmaction - INFO - Epoch [23][1800/3757] lr: 1.000e-03, eta: 14:01:52, time: 0.437, data_time: 0.078, memory: 7076, top1_acc: 0.6695, top5_acc: 0.8688, loss_cls: 1.3226, loss: 1.3226, grad_norm: 5.4755 2021-02-11 03:33:33,669 - mmaction - INFO - Epoch [23][1820/3757] lr: 1.000e-03, eta: 14:01:41, time: 0.439, data_time: 0.033, memory: 7076, top1_acc: 0.6758, top5_acc: 0.8805, loss_cls: 1.2536, loss: 1.2536, grad_norm: 5.4329 2021-02-11 03:33:42,597 - mmaction - INFO - Epoch [23][1840/3757] lr: 1.000e-03, eta: 14:01:30, time: 0.445, data_time: 0.010, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8758, loss_cls: 1.3141, loss: 1.3141, grad_norm: 5.4400 2021-02-11 03:33:51,622 - mmaction - INFO - Epoch [23][1860/3757] lr: 1.000e-03, eta: 14:01:19, time: 0.450, data_time: 0.003, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.1888, loss: 1.1888, grad_norm: 5.1763 2021-02-11 03:34:01,344 - mmaction - INFO - Epoch [23][1880/3757] lr: 1.000e-03, eta: 14:01:09, time: 0.487, data_time: 0.003, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8906, loss_cls: 1.1827, loss: 1.1827, grad_norm: 5.3578 2021-02-11 03:34:11,293 - mmaction - INFO - Epoch [23][1900/3757] lr: 1.000e-03, eta: 14:01:00, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8930, loss_cls: 1.2113, loss: 1.2113, grad_norm: 5.3880 2021-02-11 03:34:19,020 - mmaction - INFO - Epoch [23][1920/3757] lr: 1.000e-03, eta: 14:00:47, time: 0.383, data_time: 0.003, memory: 7076, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.2738, loss: 1.2738, grad_norm: 5.3853 2021-02-11 03:34:28,494 - mmaction - INFO - Epoch [23][1940/3757] lr: 1.000e-03, eta: 14:00:37, time: 0.477, data_time: 0.005, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8797, loss_cls: 1.2607, loss: 1.2607, grad_norm: 5.3366 2021-02-11 03:34:36,479 - mmaction - INFO - Epoch [23][1960/3757] lr: 1.000e-03, eta: 14:00:25, time: 0.399, data_time: 0.001, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1570, loss: 1.1570, grad_norm: 5.1639 2021-02-11 03:34:45,307 - mmaction - INFO - Epoch [23][1980/3757] lr: 1.000e-03, eta: 14:00:14, time: 0.442, data_time: 0.003, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2338, loss: 1.2338, grad_norm: 5.3677 2021-02-11 03:34:54,083 - mmaction - INFO - Epoch [23][2000/3757] lr: 1.000e-03, eta: 14:00:04, time: 0.438, data_time: 0.001, memory: 7076, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.2652, loss: 1.2652, grad_norm: 5.3360 2021-02-11 03:35:03,175 - mmaction - INFO - Epoch [23][2020/3757] lr: 1.000e-03, eta: 13:59:53, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8867, loss_cls: 1.2192, loss: 1.2192, grad_norm: 5.4376 2021-02-11 03:35:12,029 - mmaction - INFO - Epoch [23][2040/3757] lr: 1.000e-03, eta: 13:59:42, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8922, loss_cls: 1.1986, loss: 1.1986, grad_norm: 5.2601 2021-02-11 03:35:20,993 - mmaction - INFO - Epoch [23][2060/3757] lr: 1.000e-03, eta: 13:59:31, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3208, loss: 1.3208, grad_norm: 5.5552 2021-02-11 03:35:29,265 - mmaction - INFO - Epoch [23][2080/3757] lr: 1.000e-03, eta: 13:59:20, time: 0.412, data_time: 0.002, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8797, loss_cls: 1.2382, loss: 1.2382, grad_norm: 5.3742 2021-02-11 03:35:38,285 - mmaction - INFO - Epoch [23][2100/3757] lr: 1.000e-03, eta: 13:59:09, time: 0.453, data_time: 0.003, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8844, loss_cls: 1.2250, loss: 1.2250, grad_norm: 5.2985 2021-02-11 03:35:47,995 - mmaction - INFO - Epoch [23][2120/3757] lr: 1.000e-03, eta: 13:58:59, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.3287, loss: 1.3287, grad_norm: 5.5156 2021-02-11 03:35:57,143 - mmaction - INFO - Epoch [23][2140/3757] lr: 1.000e-03, eta: 13:58:49, time: 0.459, data_time: 0.052, memory: 7076, top1_acc: 0.6742, top5_acc: 0.8898, loss_cls: 1.2574, loss: 1.2574, grad_norm: 5.5759 2021-02-11 03:36:06,725 - mmaction - INFO - Epoch [23][2160/3757] lr: 1.000e-03, eta: 13:58:39, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3249, loss: 1.3249, grad_norm: 5.5226 2021-02-11 03:36:15,258 - mmaction - INFO - Epoch [23][2180/3757] lr: 1.000e-03, eta: 13:58:27, time: 0.427, data_time: 0.004, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.2855, loss: 1.2855, grad_norm: 5.5171 2021-02-11 03:36:23,732 - mmaction - INFO - Epoch [23][2200/3757] lr: 1.000e-03, eta: 13:58:16, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2605, loss: 1.2605, grad_norm: 5.4732 2021-02-11 03:36:32,411 - mmaction - INFO - Epoch [23][2220/3757] lr: 1.000e-03, eta: 13:58:05, time: 0.436, data_time: 0.004, memory: 7076, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.2754, loss: 1.2754, grad_norm: 5.3379 2021-02-11 03:36:41,297 - mmaction - INFO - Epoch [23][2240/3757] lr: 1.000e-03, eta: 13:57:54, time: 0.445, data_time: 0.003, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1682, loss: 1.1682, grad_norm: 5.3148 2021-02-11 03:36:49,388 - mmaction - INFO - Epoch [23][2260/3757] lr: 1.000e-03, eta: 13:57:42, time: 0.405, data_time: 0.002, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.3378, loss: 1.3378, grad_norm: 5.5303 2021-02-11 03:36:58,002 - mmaction - INFO - Epoch [23][2280/3757] lr: 1.000e-03, eta: 13:57:31, time: 0.431, data_time: 0.001, memory: 7076, top1_acc: 0.6797, top5_acc: 0.8891, loss_cls: 1.2270, loss: 1.2270, grad_norm: 5.3855 2021-02-11 03:37:08,179 - mmaction - INFO - Epoch [23][2300/3757] lr: 1.000e-03, eta: 13:57:22, time: 0.507, data_time: 0.003, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2439, loss: 1.2439, grad_norm: 5.3910 2021-02-11 03:37:17,323 - mmaction - INFO - Epoch [23][2320/3757] lr: 1.000e-03, eta: 13:57:11, time: 0.459, data_time: 0.004, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1661, loss: 1.1661, grad_norm: 5.2958 2021-02-11 03:37:26,353 - mmaction - INFO - Epoch [23][2340/3757] lr: 1.000e-03, eta: 13:57:01, time: 0.451, data_time: 0.000, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8820, loss_cls: 1.2647, loss: 1.2647, grad_norm: 5.4891 2021-02-11 03:37:35,649 - mmaction - INFO - Epoch [23][2360/3757] lr: 1.000e-03, eta: 13:56:50, time: 0.465, data_time: 0.003, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.2940, loss: 1.2940, grad_norm: 5.3452 2021-02-11 03:37:43,729 - mmaction - INFO - Epoch [23][2380/3757] lr: 1.000e-03, eta: 13:56:39, time: 0.404, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8852, loss_cls: 1.2395, loss: 1.2395, grad_norm: 5.3243 2021-02-11 03:37:51,796 - mmaction - INFO - Epoch [23][2400/3757] lr: 1.000e-03, eta: 13:56:27, time: 0.403, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.1740, loss: 1.1740, grad_norm: 5.3995 2021-02-11 03:38:02,595 - mmaction - INFO - Epoch [23][2420/3757] lr: 1.000e-03, eta: 13:56:18, time: 0.540, data_time: 0.033, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8758, loss_cls: 1.2560, loss: 1.2560, grad_norm: 5.3521 2021-02-11 03:38:09,952 - mmaction - INFO - Epoch [23][2440/3757] lr: 1.000e-03, eta: 13:56:06, time: 0.368, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.2200, loss: 1.2200, grad_norm: 5.1829 2021-02-11 03:38:19,445 - mmaction - INFO - Epoch [23][2460/3757] lr: 1.000e-03, eta: 13:55:56, time: 0.475, data_time: 0.032, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.2148, loss: 1.2148, grad_norm: 5.4624 2021-02-11 03:38:27,757 - mmaction - INFO - Epoch [23][2480/3757] lr: 1.000e-03, eta: 13:55:44, time: 0.413, data_time: 0.001, memory: 7076, top1_acc: 0.6703, top5_acc: 0.8766, loss_cls: 1.2757, loss: 1.2757, grad_norm: 5.3183 2021-02-11 03:38:37,136 - mmaction - INFO - Epoch [23][2500/3757] lr: 1.000e-03, eta: 13:55:34, time: 0.471, data_time: 0.004, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.1842, loss: 1.1842, grad_norm: 5.3305 2021-02-11 03:38:47,240 - mmaction - INFO - Epoch [23][2520/3757] lr: 1.000e-03, eta: 13:55:24, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1959, loss: 1.1959, grad_norm: 5.3444 2021-02-11 03:38:55,781 - mmaction - INFO - Epoch [23][2540/3757] lr: 1.000e-03, eta: 13:55:13, time: 0.427, data_time: 0.019, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1645, loss: 1.1645, grad_norm: 5.1905 2021-02-11 03:39:04,348 - mmaction - INFO - Epoch [23][2560/3757] lr: 1.000e-03, eta: 13:55:02, time: 0.428, data_time: 0.023, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8797, loss_cls: 1.2086, loss: 1.2086, grad_norm: 5.3873 2021-02-11 03:39:13,091 - mmaction - INFO - Epoch [23][2580/3757] lr: 1.000e-03, eta: 13:54:51, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.1407, loss: 1.1407, grad_norm: 5.2716 2021-02-11 03:39:21,691 - mmaction - INFO - Epoch [23][2600/3757] lr: 1.000e-03, eta: 13:54:40, time: 0.428, data_time: 0.001, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8891, loss_cls: 1.1120, loss: 1.1120, grad_norm: 5.2015 2021-02-11 03:39:30,976 - mmaction - INFO - Epoch [23][2620/3757] lr: 1.000e-03, eta: 13:54:29, time: 0.467, data_time: 0.003, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.2056, loss: 1.2056, grad_norm: 5.3999 2021-02-11 03:39:39,588 - mmaction - INFO - Epoch [23][2640/3757] lr: 1.000e-03, eta: 13:54:18, time: 0.430, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2276, loss: 1.2276, grad_norm: 5.4778 2021-02-11 03:39:47,834 - mmaction - INFO - Epoch [23][2660/3757] lr: 1.000e-03, eta: 13:54:07, time: 0.412, data_time: 0.001, memory: 7076, top1_acc: 0.6859, top5_acc: 0.8773, loss_cls: 1.2812, loss: 1.2812, grad_norm: 5.4696 2021-02-11 03:39:56,868 - mmaction - INFO - Epoch [23][2680/3757] lr: 1.000e-03, eta: 13:53:56, time: 0.452, data_time: 0.004, memory: 7076, top1_acc: 0.6664, top5_acc: 0.8695, loss_cls: 1.3222, loss: 1.3222, grad_norm: 5.4513 2021-02-11 03:40:05,732 - mmaction - INFO - Epoch [23][2700/3757] lr: 1.000e-03, eta: 13:53:45, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.6797, top5_acc: 0.8742, loss_cls: 1.2933, loss: 1.2933, grad_norm: 5.5349 2021-02-11 03:40:14,380 - mmaction - INFO - Epoch [23][2720/3757] lr: 1.000e-03, eta: 13:53:34, time: 0.432, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.2196, loss: 1.2196, grad_norm: 5.2987 2021-02-11 03:40:24,092 - mmaction - INFO - Epoch [23][2740/3757] lr: 1.000e-03, eta: 13:53:24, time: 0.487, data_time: 0.026, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8750, loss_cls: 1.2390, loss: 1.2390, grad_norm: 5.3358 2021-02-11 03:40:32,324 - mmaction - INFO - Epoch [23][2760/3757] lr: 1.000e-03, eta: 13:53:13, time: 0.412, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8969, loss_cls: 1.1299, loss: 1.1299, grad_norm: 5.3036 2021-02-11 03:40:41,609 - mmaction - INFO - Epoch [23][2780/3757] lr: 1.000e-03, eta: 13:53:02, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.3182 2021-02-11 03:40:50,373 - mmaction - INFO - Epoch [23][2800/3757] lr: 1.000e-03, eta: 13:52:51, time: 0.440, data_time: 0.013, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.2113, loss: 1.2113, grad_norm: 5.3365 2021-02-11 03:40:58,739 - mmaction - INFO - Epoch [23][2820/3757] lr: 1.000e-03, eta: 13:52:40, time: 0.419, data_time: 0.058, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.2053, loss: 1.2053, grad_norm: 5.3027 2021-02-11 03:41:08,706 - mmaction - INFO - Epoch [23][2840/3757] lr: 1.000e-03, eta: 13:52:30, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2726, loss: 1.2726, grad_norm: 5.3077 2021-02-11 03:41:17,305 - mmaction - INFO - Epoch [23][2860/3757] lr: 1.000e-03, eta: 13:52:19, time: 0.432, data_time: 0.005, memory: 7076, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3091, loss: 1.3091, grad_norm: 5.4412 2021-02-11 03:41:27,313 - mmaction - INFO - Epoch [23][2880/3757] lr: 1.000e-03, eta: 13:52:10, time: 0.501, data_time: 0.003, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2160, loss: 1.2160, grad_norm: 5.3423 2021-02-11 03:41:35,679 - mmaction - INFO - Epoch [23][2900/3757] lr: 1.000e-03, eta: 13:51:59, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1911, loss: 1.1911, grad_norm: 5.3091 2021-02-11 03:41:44,863 - mmaction - INFO - Epoch [23][2920/3757] lr: 1.000e-03, eta: 13:51:48, time: 0.458, data_time: 0.015, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2436, loss: 1.2436, grad_norm: 5.4492 2021-02-11 03:41:53,872 - mmaction - INFO - Epoch [23][2940/3757] lr: 1.000e-03, eta: 13:51:37, time: 0.452, data_time: 0.048, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2650, loss: 1.2650, grad_norm: 5.4518 2021-02-11 03:42:03,869 - mmaction - INFO - Epoch [23][2960/3757] lr: 1.000e-03, eta: 13:51:28, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8836, loss_cls: 1.1986, loss: 1.1986, grad_norm: 5.3235 2021-02-11 03:42:11,790 - mmaction - INFO - Epoch [23][2980/3757] lr: 1.000e-03, eta: 13:51:16, time: 0.397, data_time: 0.002, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.2449, loss: 1.2449, grad_norm: 5.4363 2021-02-11 03:42:23,646 - mmaction - INFO - Epoch [23][3000/3757] lr: 1.000e-03, eta: 13:51:09, time: 0.591, data_time: 0.001, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.2080, loss: 1.2080, grad_norm: 5.2151 2021-02-11 03:42:31,070 - mmaction - INFO - Epoch [23][3020/3757] lr: 1.000e-03, eta: 13:50:56, time: 0.373, data_time: 0.004, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8695, loss_cls: 1.2784, loss: 1.2784, grad_norm: 5.4285 2021-02-11 03:42:41,236 - mmaction - INFO - Epoch [23][3040/3757] lr: 1.000e-03, eta: 13:50:47, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3000, loss: 1.3000, grad_norm: 5.3861 2021-02-11 03:42:48,855 - mmaction - INFO - Epoch [23][3060/3757] lr: 1.000e-03, eta: 13:50:35, time: 0.384, data_time: 0.023, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1312, loss: 1.1312, grad_norm: 5.1378 2021-02-11 03:42:58,318 - mmaction - INFO - Epoch [23][3080/3757] lr: 1.000e-03, eta: 13:50:24, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8906, loss_cls: 1.1672, loss: 1.1672, grad_norm: 5.3324 2021-02-11 03:43:06,632 - mmaction - INFO - Epoch [23][3100/3757] lr: 1.000e-03, eta: 13:50:13, time: 0.417, data_time: 0.003, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8891, loss_cls: 1.2088, loss: 1.2088, grad_norm: 5.5541 2021-02-11 03:43:15,754 - mmaction - INFO - Epoch [23][3120/3757] lr: 1.000e-03, eta: 13:50:02, time: 0.455, data_time: 0.003, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8758, loss_cls: 1.2623, loss: 1.2623, grad_norm: 5.4743 2021-02-11 03:43:24,345 - mmaction - INFO - Epoch [23][3140/3757] lr: 1.000e-03, eta: 13:49:51, time: 0.432, data_time: 0.056, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3042, loss: 1.3042, grad_norm: 5.6091 2021-02-11 03:43:33,886 - mmaction - INFO - Epoch [23][3160/3757] lr: 1.000e-03, eta: 13:49:41, time: 0.475, data_time: 0.064, memory: 7076, top1_acc: 0.6711, top5_acc: 0.8797, loss_cls: 1.2951, loss: 1.2951, grad_norm: 5.6397 2021-02-11 03:43:41,791 - mmaction - INFO - Epoch [23][3180/3757] lr: 1.000e-03, eta: 13:49:29, time: 0.397, data_time: 0.004, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.1162, loss: 1.1162, grad_norm: 5.1422 2021-02-11 03:43:50,333 - mmaction - INFO - Epoch [23][3200/3757] lr: 1.000e-03, eta: 13:49:18, time: 0.427, data_time: 0.001, memory: 7076, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3255, loss: 1.3255, grad_norm: 5.6285 2021-02-11 03:43:59,582 - mmaction - INFO - Epoch [23][3220/3757] lr: 1.000e-03, eta: 13:49:08, time: 0.461, data_time: 0.004, memory: 7076, top1_acc: 0.6656, top5_acc: 0.8773, loss_cls: 1.2936, loss: 1.2936, grad_norm: 5.5093 2021-02-11 03:44:07,892 - mmaction - INFO - Epoch [23][3240/3757] lr: 1.000e-03, eta: 13:48:56, time: 0.416, data_time: 0.002, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8812, loss_cls: 1.2094, loss: 1.2094, grad_norm: 5.4036 2021-02-11 03:44:17,264 - mmaction - INFO - Epoch [23][3260/3757] lr: 1.000e-03, eta: 13:48:46, time: 0.466, data_time: 0.010, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.1988, loss: 1.1988, grad_norm: 5.2948 2021-02-11 03:44:25,970 - mmaction - INFO - Epoch [23][3280/3757] lr: 1.000e-03, eta: 13:48:35, time: 0.438, data_time: 0.004, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2702, loss: 1.2702, grad_norm: 5.3962 2021-02-11 03:44:34,918 - mmaction - INFO - Epoch [23][3300/3757] lr: 1.000e-03, eta: 13:48:24, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8891, loss_cls: 1.2180, loss: 1.2180, grad_norm: 5.3325 2021-02-11 03:44:44,547 - mmaction - INFO - Epoch [23][3320/3757] lr: 1.000e-03, eta: 13:48:14, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.6789, top5_acc: 0.8836, loss_cls: 1.2410, loss: 1.2410, grad_norm: 5.3357 2021-02-11 03:44:53,099 - mmaction - INFO - Epoch [23][3340/3757] lr: 1.000e-03, eta: 13:48:03, time: 0.431, data_time: 0.005, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.1290, loss: 1.1290, grad_norm: 5.1910 2021-02-11 03:45:02,348 - mmaction - INFO - Epoch [23][3360/3757] lr: 1.000e-03, eta: 13:47:53, time: 0.461, data_time: 0.063, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8836, loss_cls: 1.2198, loss: 1.2198, grad_norm: 5.3327 2021-02-11 03:45:09,705 - mmaction - INFO - Epoch [23][3380/3757] lr: 1.000e-03, eta: 13:47:40, time: 0.369, data_time: 0.003, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8742, loss_cls: 1.2419, loss: 1.2419, grad_norm: 5.3549 2021-02-11 03:45:19,012 - mmaction - INFO - Epoch [23][3400/3757] lr: 1.000e-03, eta: 13:47:30, time: 0.464, data_time: 0.003, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8914, loss_cls: 1.1649, loss: 1.1649, grad_norm: 5.2211 2021-02-11 03:45:28,270 - mmaction - INFO - Epoch [23][3420/3757] lr: 1.000e-03, eta: 13:47:20, time: 0.464, data_time: 0.003, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2376, loss: 1.2376, grad_norm: 5.4751 2021-02-11 03:45:36,249 - mmaction - INFO - Epoch [23][3440/3757] lr: 1.000e-03, eta: 13:47:08, time: 0.397, data_time: 0.002, memory: 7076, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.2963, loss: 1.2963, grad_norm: 5.6180 2021-02-11 03:45:44,678 - mmaction - INFO - Epoch [23][3460/3757] lr: 1.000e-03, eta: 13:46:57, time: 0.423, data_time: 0.004, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.3808 2021-02-11 03:45:53,685 - mmaction - INFO - Epoch [23][3480/3757] lr: 1.000e-03, eta: 13:46:46, time: 0.450, data_time: 0.004, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2631, loss: 1.2631, grad_norm: 5.4405 2021-02-11 03:46:02,605 - mmaction - INFO - Epoch [23][3500/3757] lr: 1.000e-03, eta: 13:46:35, time: 0.445, data_time: 0.003, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8789, loss_cls: 1.2688, loss: 1.2688, grad_norm: 5.4585 2021-02-11 03:46:11,328 - mmaction - INFO - Epoch [23][3520/3757] lr: 1.000e-03, eta: 13:46:24, time: 0.431, data_time: 0.003, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8883, loss_cls: 1.2175, loss: 1.2175, grad_norm: 5.4015 2021-02-11 03:46:20,191 - mmaction - INFO - Epoch [23][3540/3757] lr: 1.000e-03, eta: 13:46:13, time: 0.449, data_time: 0.007, memory: 7076, top1_acc: 0.6789, top5_acc: 0.8773, loss_cls: 1.2558, loss: 1.2558, grad_norm: 5.4554 2021-02-11 03:46:29,726 - mmaction - INFO - Epoch [23][3560/3757] lr: 1.000e-03, eta: 13:46:03, time: 0.477, data_time: 0.015, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8867, loss_cls: 1.2466, loss: 1.2466, grad_norm: 5.5247 2021-02-11 03:46:37,868 - mmaction - INFO - Epoch [23][3580/3757] lr: 1.000e-03, eta: 13:45:52, time: 0.405, data_time: 0.001, memory: 7076, top1_acc: 0.6766, top5_acc: 0.8781, loss_cls: 1.3274, loss: 1.3274, grad_norm: 5.6753 2021-02-11 03:46:46,992 - mmaction - INFO - Epoch [23][3600/3757] lr: 1.000e-03, eta: 13:45:41, time: 0.458, data_time: 0.003, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.2581, loss: 1.2581, grad_norm: 5.3706 2021-02-11 03:46:56,297 - mmaction - INFO - Epoch [23][3620/3757] lr: 1.000e-03, eta: 13:45:31, time: 0.464, data_time: 0.055, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8859, loss_cls: 1.2305, loss: 1.2305, grad_norm: 5.3152 2021-02-11 03:47:05,021 - mmaction - INFO - Epoch [23][3640/3757] lr: 1.000e-03, eta: 13:45:20, time: 0.437, data_time: 0.002, memory: 7076, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.2934, loss: 1.2934, grad_norm: 5.4631 2021-02-11 03:47:13,382 - mmaction - INFO - Epoch [23][3660/3757] lr: 1.000e-03, eta: 13:45:09, time: 0.418, data_time: 0.002, memory: 7076, top1_acc: 0.6789, top5_acc: 0.8789, loss_cls: 1.2619, loss: 1.2619, grad_norm: 5.5344 2021-02-11 03:47:21,937 - mmaction - INFO - Epoch [23][3680/3757] lr: 1.000e-03, eta: 13:44:57, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8750, loss_cls: 1.2553, loss: 1.2553, grad_norm: 5.4131 2021-02-11 03:47:30,241 - mmaction - INFO - Epoch [23][3700/3757] lr: 1.000e-03, eta: 13:44:46, time: 0.414, data_time: 0.015, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8758, loss_cls: 1.2436, loss: 1.2436, grad_norm: 5.3804 2021-02-11 03:47:38,822 - mmaction - INFO - Epoch [23][3720/3757] lr: 1.000e-03, eta: 13:44:35, time: 0.428, data_time: 0.003, memory: 7076, top1_acc: 0.6766, top5_acc: 0.8805, loss_cls: 1.2812, loss: 1.2812, grad_norm: 5.5729 2021-02-11 03:47:47,494 - mmaction - INFO - Epoch [23][3740/3757] lr: 1.000e-03, eta: 13:44:24, time: 0.435, data_time: 0.055, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1922, loss: 1.1922, grad_norm: 5.2073 2021-02-11 03:50:36,955 - mmaction - INFO - Epoch [24][20/3757] lr: 1.000e-03, eta: 13:46:45, time: 7.665, data_time: 7.208, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8742, loss_cls: 1.2671, loss: 1.2671, grad_norm: 5.5063 2021-02-11 03:50:45,998 - mmaction - INFO - Epoch [24][40/3757] lr: 1.000e-03, eta: 13:46:34, time: 0.455, data_time: 0.022, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2586, loss: 1.2586, grad_norm: 5.4090 2021-02-11 03:50:55,091 - mmaction - INFO - Epoch [24][60/3757] lr: 1.000e-03, eta: 13:46:23, time: 0.454, data_time: 0.040, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1551, loss: 1.1551, grad_norm: 5.2959 2021-02-11 03:51:03,356 - mmaction - INFO - Epoch [24][80/3757] lr: 1.000e-03, eta: 13:46:12, time: 0.413, data_time: 0.043, memory: 7076, top1_acc: 0.6734, top5_acc: 0.8680, loss_cls: 1.3226, loss: 1.3226, grad_norm: 5.7191 2021-02-11 03:51:12,721 - mmaction - INFO - Epoch [24][100/3757] lr: 1.000e-03, eta: 13:46:02, time: 0.468, data_time: 0.007, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8750, loss_cls: 1.2353, loss: 1.2353, grad_norm: 5.4594 2021-02-11 03:51:21,019 - mmaction - INFO - Epoch [24][120/3757] lr: 1.000e-03, eta: 13:45:50, time: 0.414, data_time: 0.001, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8797, loss_cls: 1.2532, loss: 1.2532, grad_norm: 5.6453 2021-02-11 03:51:29,205 - mmaction - INFO - Epoch [24][140/3757] lr: 1.000e-03, eta: 13:45:38, time: 0.409, data_time: 0.002, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.2121, loss: 1.2121, grad_norm: 5.3319 2021-02-11 03:51:38,306 - mmaction - INFO - Epoch [24][160/3757] lr: 1.000e-03, eta: 13:45:28, time: 0.456, data_time: 0.005, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1744, loss: 1.1744, grad_norm: 5.2963 2021-02-11 03:51:48,350 - mmaction - INFO - Epoch [24][180/3757] lr: 1.000e-03, eta: 13:45:18, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8836, loss_cls: 1.2422, loss: 1.2422, grad_norm: 5.2904 2021-02-11 03:51:57,512 - mmaction - INFO - Epoch [24][200/3757] lr: 1.000e-03, eta: 13:45:08, time: 0.456, data_time: 0.002, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9055, loss_cls: 1.1042, loss: 1.1042, grad_norm: 5.1727 2021-02-11 03:52:05,936 - mmaction - INFO - Epoch [24][220/3757] lr: 1.000e-03, eta: 13:44:56, time: 0.424, data_time: 0.005, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.2217, loss: 1.2217, grad_norm: 5.2524 2021-02-11 03:52:14,854 - mmaction - INFO - Epoch [24][240/3757] lr: 1.000e-03, eta: 13:44:46, time: 0.447, data_time: 0.002, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1800, loss: 1.1800, grad_norm: 5.2738 2021-02-11 03:52:23,931 - mmaction - INFO - Epoch [24][260/3757] lr: 1.000e-03, eta: 13:44:35, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.2172, loss: 1.2172, grad_norm: 5.2386 2021-02-11 03:52:32,950 - mmaction - INFO - Epoch [24][280/3757] lr: 1.000e-03, eta: 13:44:24, time: 0.452, data_time: 0.002, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2476, loss: 1.2476, grad_norm: 5.4081 2021-02-11 03:52:40,942 - mmaction - INFO - Epoch [24][300/3757] lr: 1.000e-03, eta: 13:44:13, time: 0.400, data_time: 0.002, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.2264, loss: 1.2264, grad_norm: 5.3151 2021-02-11 03:52:49,885 - mmaction - INFO - Epoch [24][320/3757] lr: 1.000e-03, eta: 13:44:02, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1493, loss: 1.1493, grad_norm: 5.2964 2021-02-11 03:52:57,795 - mmaction - INFO - Epoch [24][340/3757] lr: 1.000e-03, eta: 13:43:50, time: 0.397, data_time: 0.003, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8828, loss_cls: 1.1866, loss: 1.1866, grad_norm: 5.2313 2021-02-11 03:53:07,347 - mmaction - INFO - Epoch [24][360/3757] lr: 1.000e-03, eta: 13:43:40, time: 0.477, data_time: 0.021, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1971, loss: 1.1971, grad_norm: 5.3592 2021-02-11 03:53:16,197 - mmaction - INFO - Epoch [24][380/3757] lr: 1.000e-03, eta: 13:43:29, time: 0.442, data_time: 0.003, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2491, loss: 1.2491, grad_norm: 5.4013 2021-02-11 03:53:24,630 - mmaction - INFO - Epoch [24][400/3757] lr: 1.000e-03, eta: 13:43:18, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2342, loss: 1.2342, grad_norm: 5.4804 2021-02-11 03:53:34,049 - mmaction - INFO - Epoch [24][420/3757] lr: 1.000e-03, eta: 13:43:07, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9078, loss_cls: 1.1081, loss: 1.1081, grad_norm: 5.4622 2021-02-11 03:53:43,050 - mmaction - INFO - Epoch [24][440/3757] lr: 1.000e-03, eta: 13:42:57, time: 0.450, data_time: 0.003, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1774, loss: 1.1774, grad_norm: 5.4631 2021-02-11 03:53:51,027 - mmaction - INFO - Epoch [24][460/3757] lr: 1.000e-03, eta: 13:42:45, time: 0.399, data_time: 0.004, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.2443, loss: 1.2443, grad_norm: 5.3063 2021-02-11 03:53:59,973 - mmaction - INFO - Epoch [24][480/3757] lr: 1.000e-03, eta: 13:42:34, time: 0.446, data_time: 0.003, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8789, loss_cls: 1.2256, loss: 1.2256, grad_norm: 5.4173 2021-02-11 03:54:09,193 - mmaction - INFO - Epoch [24][500/3757] lr: 1.000e-03, eta: 13:42:24, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8773, loss_cls: 1.2100, loss: 1.2100, grad_norm: 5.3067 2021-02-11 03:54:17,498 - mmaction - INFO - Epoch [24][520/3757] lr: 1.000e-03, eta: 13:42:12, time: 0.415, data_time: 0.003, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2335, loss: 1.2335, grad_norm: 5.3739 2021-02-11 03:54:26,382 - mmaction - INFO - Epoch [24][540/3757] lr: 1.000e-03, eta: 13:42:01, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.2056, loss: 1.2056, grad_norm: 5.4019 2021-02-11 03:54:35,452 - mmaction - INFO - Epoch [24][560/3757] lr: 1.000e-03, eta: 13:41:51, time: 0.453, data_time: 0.003, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8883, loss_cls: 1.1881, loss: 1.1881, grad_norm: 5.4937 2021-02-11 03:54:45,292 - mmaction - INFO - Epoch [24][580/3757] lr: 1.000e-03, eta: 13:41:41, time: 0.493, data_time: 0.005, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8891, loss_cls: 1.1834, loss: 1.1834, grad_norm: 5.2608 2021-02-11 03:54:53,245 - mmaction - INFO - Epoch [24][600/3757] lr: 1.000e-03, eta: 13:41:29, time: 0.399, data_time: 0.002, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1764, loss: 1.1764, grad_norm: 5.4208 2021-02-11 03:55:03,600 - mmaction - INFO - Epoch [24][620/3757] lr: 1.000e-03, eta: 13:41:20, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8961, loss_cls: 1.1861, loss: 1.1861, grad_norm: 5.3865 2021-02-11 03:55:10,905 - mmaction - INFO - Epoch [24][640/3757] lr: 1.000e-03, eta: 13:41:07, time: 0.365, data_time: 0.002, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8766, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.5197 2021-02-11 03:55:20,665 - mmaction - INFO - Epoch [24][660/3757] lr: 1.000e-03, eta: 13:40:58, time: 0.488, data_time: 0.002, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8977, loss_cls: 1.1512, loss: 1.1512, grad_norm: 5.1974 2021-02-11 03:55:29,507 - mmaction - INFO - Epoch [24][680/3757] lr: 1.000e-03, eta: 13:40:47, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8930, loss_cls: 1.1585, loss: 1.1585, grad_norm: 5.2323 2021-02-11 03:55:38,062 - mmaction - INFO - Epoch [24][700/3757] lr: 1.000e-03, eta: 13:40:36, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8727, loss_cls: 1.2354, loss: 1.2354, grad_norm: 5.3868 2021-02-11 03:55:47,096 - mmaction - INFO - Epoch [24][720/3757] lr: 1.000e-03, eta: 13:40:25, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.6797, top5_acc: 0.8781, loss_cls: 1.2552, loss: 1.2552, grad_norm: 5.5183 2021-02-11 03:55:56,001 - mmaction - INFO - Epoch [24][740/3757] lr: 1.000e-03, eta: 13:40:14, time: 0.450, data_time: 0.012, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2130, loss: 1.2130, grad_norm: 5.4803 2021-02-11 03:56:05,461 - mmaction - INFO - Epoch [24][760/3757] lr: 1.000e-03, eta: 13:40:04, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8875, loss_cls: 1.2192, loss: 1.2192, grad_norm: 5.5038 2021-02-11 03:56:14,904 - mmaction - INFO - Epoch [24][780/3757] lr: 1.000e-03, eta: 13:39:54, time: 0.473, data_time: 0.016, memory: 7076, top1_acc: 0.6766, top5_acc: 0.8727, loss_cls: 1.2839, loss: 1.2839, grad_norm: 5.4752 2021-02-11 03:56:23,627 - mmaction - INFO - Epoch [24][800/3757] lr: 1.000e-03, eta: 13:39:43, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8797, loss_cls: 1.2305, loss: 1.2305, grad_norm: 5.6304 2021-02-11 03:56:32,722 - mmaction - INFO - Epoch [24][820/3757] lr: 1.000e-03, eta: 13:39:32, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8781, loss_cls: 1.2551, loss: 1.2551, grad_norm: 5.4768 2021-02-11 03:56:40,729 - mmaction - INFO - Epoch [24][840/3757] lr: 1.000e-03, eta: 13:39:21, time: 0.402, data_time: 0.003, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2183, loss: 1.2183, grad_norm: 5.3128 2021-02-11 03:56:50,476 - mmaction - INFO - Epoch [24][860/3757] lr: 1.000e-03, eta: 13:39:11, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.6758, top5_acc: 0.8734, loss_cls: 1.2410, loss: 1.2410, grad_norm: 5.4654 2021-02-11 03:56:58,770 - mmaction - INFO - Epoch [24][880/3757] lr: 1.000e-03, eta: 13:38:59, time: 0.415, data_time: 0.002, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.3973 2021-02-11 03:57:07,686 - mmaction - INFO - Epoch [24][900/3757] lr: 1.000e-03, eta: 13:38:48, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2484, loss: 1.2484, grad_norm: 5.4667 2021-02-11 03:57:16,258 - mmaction - INFO - Epoch [24][920/3757] lr: 1.000e-03, eta: 13:38:37, time: 0.426, data_time: 0.003, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2305, loss: 1.2305, grad_norm: 5.4378 2021-02-11 03:57:26,246 - mmaction - INFO - Epoch [24][940/3757] lr: 1.000e-03, eta: 13:38:28, time: 0.502, data_time: 0.004, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8789, loss_cls: 1.2539, loss: 1.2539, grad_norm: 5.5267 2021-02-11 03:57:34,265 - mmaction - INFO - Epoch [24][960/3757] lr: 1.000e-03, eta: 13:38:16, time: 0.401, data_time: 0.026, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2076, loss: 1.2076, grad_norm: 5.3146 2021-02-11 03:57:44,803 - mmaction - INFO - Epoch [24][980/3757] lr: 1.000e-03, eta: 13:38:07, time: 0.527, data_time: 0.002, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8891, loss_cls: 1.2012, loss: 1.2012, grad_norm: 5.4083 2021-02-11 03:57:52,479 - mmaction - INFO - Epoch [24][1000/3757] lr: 1.000e-03, eta: 13:37:55, time: 0.381, data_time: 0.001, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8758, loss_cls: 1.2279, loss: 1.2279, grad_norm: 5.3997 2021-02-11 03:58:01,263 - mmaction - INFO - Epoch [24][1020/3757] lr: 1.000e-03, eta: 13:37:44, time: 0.442, data_time: 0.015, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2266, loss: 1.2266, grad_norm: 5.4046 2021-02-11 03:58:10,069 - mmaction - INFO - Epoch [24][1040/3757] lr: 1.000e-03, eta: 13:37:33, time: 0.439, data_time: 0.022, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.2495, loss: 1.2495, grad_norm: 5.4648 2021-02-11 03:58:19,118 - mmaction - INFO - Epoch [24][1060/3757] lr: 1.000e-03, eta: 13:37:23, time: 0.452, data_time: 0.061, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8945, loss_cls: 1.1666, loss: 1.1666, grad_norm: 5.3608 2021-02-11 03:58:27,503 - mmaction - INFO - Epoch [24][1080/3757] lr: 1.000e-03, eta: 13:37:11, time: 0.420, data_time: 0.047, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.4221 2021-02-11 03:58:36,400 - mmaction - INFO - Epoch [24][1100/3757] lr: 1.000e-03, eta: 13:37:00, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1490, loss: 1.1490, grad_norm: 5.1628 2021-02-11 03:58:47,660 - mmaction - INFO - Epoch [24][1120/3757] lr: 1.000e-03, eta: 13:36:52, time: 0.562, data_time: 0.001, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2391, loss: 1.2391, grad_norm: 5.3540 2021-02-11 03:58:56,424 - mmaction - INFO - Epoch [24][1140/3757] lr: 1.000e-03, eta: 13:36:41, time: 0.439, data_time: 0.025, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8844, loss_cls: 1.1151, loss: 1.1151, grad_norm: 5.0836 2021-02-11 03:59:05,649 - mmaction - INFO - Epoch [24][1160/3757] lr: 1.000e-03, eta: 13:36:31, time: 0.460, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1540, loss: 1.1540, grad_norm: 5.3180 2021-02-11 03:59:14,424 - mmaction - INFO - Epoch [24][1180/3757] lr: 1.000e-03, eta: 13:36:20, time: 0.436, data_time: 0.024, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8906, loss_cls: 1.2034, loss: 1.2034, grad_norm: 5.1536 2021-02-11 03:59:23,299 - mmaction - INFO - Epoch [24][1200/3757] lr: 1.000e-03, eta: 13:36:09, time: 0.446, data_time: 0.006, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2603, loss: 1.2603, grad_norm: 5.5237 2021-02-11 03:59:31,115 - mmaction - INFO - Epoch [24][1220/3757] lr: 1.000e-03, eta: 13:35:57, time: 0.393, data_time: 0.003, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8891, loss_cls: 1.1804, loss: 1.1804, grad_norm: 5.4591 2021-02-11 03:59:40,684 - mmaction - INFO - Epoch [24][1240/3757] lr: 1.000e-03, eta: 13:35:47, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.2572, loss: 1.2572, grad_norm: 5.4018 2021-02-11 03:59:49,477 - mmaction - INFO - Epoch [24][1260/3757] lr: 1.000e-03, eta: 13:35:36, time: 0.440, data_time: 0.003, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2581, loss: 1.2581, grad_norm: 5.4527 2021-02-11 03:59:59,420 - mmaction - INFO - Epoch [24][1280/3757] lr: 1.000e-03, eta: 13:35:27, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2509, loss: 1.2509, grad_norm: 5.3704 2021-02-11 04:00:08,307 - mmaction - INFO - Epoch [24][1300/3757] lr: 1.000e-03, eta: 13:35:16, time: 0.447, data_time: 0.004, memory: 7076, top1_acc: 0.6859, top5_acc: 0.8773, loss_cls: 1.2046, loss: 1.2046, grad_norm: 5.4349 2021-02-11 04:00:17,317 - mmaction - INFO - Epoch [24][1320/3757] lr: 1.000e-03, eta: 13:35:05, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8805, loss_cls: 1.1997, loss: 1.1997, grad_norm: 5.3429 2021-02-11 04:00:26,193 - mmaction - INFO - Epoch [24][1340/3757] lr: 1.000e-03, eta: 13:34:55, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8938, loss_cls: 1.2274, loss: 1.2274, grad_norm: 5.6298 2021-02-11 04:00:34,646 - mmaction - INFO - Epoch [24][1360/3757] lr: 1.000e-03, eta: 13:34:43, time: 0.422, data_time: 0.001, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.1994, loss: 1.1994, grad_norm: 5.4745 2021-02-11 04:00:44,339 - mmaction - INFO - Epoch [24][1380/3757] lr: 1.000e-03, eta: 13:34:34, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8953, loss_cls: 1.1752, loss: 1.1752, grad_norm: 5.3200 2021-02-11 04:00:51,737 - mmaction - INFO - Epoch [24][1400/3757] lr: 1.000e-03, eta: 13:34:21, time: 0.369, data_time: 0.002, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.2554, loss: 1.2554, grad_norm: 5.4847 2021-02-11 04:01:00,515 - mmaction - INFO - Epoch [24][1420/3757] lr: 1.000e-03, eta: 13:34:10, time: 0.439, data_time: 0.001, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.2038, loss: 1.2038, grad_norm: 5.2732 2021-02-11 04:01:08,978 - mmaction - INFO - Epoch [24][1440/3757] lr: 1.000e-03, eta: 13:33:59, time: 0.423, data_time: 0.003, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8906, loss_cls: 1.1631, loss: 1.1631, grad_norm: 5.2678 2021-02-11 04:01:18,887 - mmaction - INFO - Epoch [24][1460/3757] lr: 1.000e-03, eta: 13:33:49, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.1997, loss: 1.1997, grad_norm: 5.3464 2021-02-11 04:01:26,839 - mmaction - INFO - Epoch [24][1480/3757] lr: 1.000e-03, eta: 13:33:37, time: 0.400, data_time: 0.004, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.4469 2021-02-11 04:01:35,890 - mmaction - INFO - Epoch [24][1500/3757] lr: 1.000e-03, eta: 13:33:27, time: 0.452, data_time: 0.004, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.2462, loss: 1.2462, grad_norm: 5.2857 2021-02-11 04:01:44,913 - mmaction - INFO - Epoch [24][1520/3757] lr: 1.000e-03, eta: 13:33:16, time: 0.451, data_time: 0.004, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8797, loss_cls: 1.2231, loss: 1.2231, grad_norm: 5.4843 2021-02-11 04:01:53,877 - mmaction - INFO - Epoch [24][1540/3757] lr: 1.000e-03, eta: 13:33:06, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2241, loss: 1.2241, grad_norm: 5.4200 2021-02-11 04:02:03,127 - mmaction - INFO - Epoch [24][1560/3757] lr: 1.000e-03, eta: 13:32:55, time: 0.464, data_time: 0.003, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8875, loss_cls: 1.1703, loss: 1.1703, grad_norm: 5.3798 2021-02-11 04:02:10,571 - mmaction - INFO - Epoch [24][1580/3757] lr: 1.000e-03, eta: 13:32:43, time: 0.372, data_time: 0.002, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.1920, loss: 1.1920, grad_norm: 5.2597 2021-02-11 04:02:19,030 - mmaction - INFO - Epoch [24][1600/3757] lr: 1.000e-03, eta: 13:32:32, time: 0.423, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.4267 2021-02-11 04:02:27,927 - mmaction - INFO - Epoch [24][1620/3757] lr: 1.000e-03, eta: 13:32:21, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.2057, loss: 1.2057, grad_norm: 5.2458 2021-02-11 04:02:36,520 - mmaction - INFO - Epoch [24][1640/3757] lr: 1.000e-03, eta: 13:32:10, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.6828, top5_acc: 0.8938, loss_cls: 1.1854, loss: 1.1854, grad_norm: 5.5354 2021-02-11 04:02:45,628 - mmaction - INFO - Epoch [24][1660/3757] lr: 1.000e-03, eta: 13:31:59, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8977, loss_cls: 1.1407, loss: 1.1407, grad_norm: 5.1951 2021-02-11 04:02:53,881 - mmaction - INFO - Epoch [24][1680/3757] lr: 1.000e-03, eta: 13:31:48, time: 0.414, data_time: 0.003, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.2940, loss: 1.2940, grad_norm: 5.6759 2021-02-11 04:03:03,341 - mmaction - INFO - Epoch [24][1700/3757] lr: 1.000e-03, eta: 13:31:38, time: 0.474, data_time: 0.003, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2319, loss: 1.2319, grad_norm: 5.3258 2021-02-11 04:03:11,100 - mmaction - INFO - Epoch [24][1720/3757] lr: 1.000e-03, eta: 13:31:26, time: 0.388, data_time: 0.001, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2266, loss: 1.2266, grad_norm: 5.4408 2021-02-11 04:03:19,316 - mmaction - INFO - Epoch [24][1740/3757] lr: 1.000e-03, eta: 13:31:14, time: 0.411, data_time: 0.001, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.2707, loss: 1.2707, grad_norm: 5.4753 2021-02-11 04:03:27,983 - mmaction - INFO - Epoch [24][1760/3757] lr: 1.000e-03, eta: 13:31:03, time: 0.433, data_time: 0.001, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2354, loss: 1.2354, grad_norm: 5.5892 2021-02-11 04:03:36,680 - mmaction - INFO - Epoch [24][1780/3757] lr: 1.000e-03, eta: 13:30:52, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2386, loss: 1.2386, grad_norm: 5.4270 2021-02-11 04:03:44,770 - mmaction - INFO - Epoch [24][1800/3757] lr: 1.000e-03, eta: 13:30:40, time: 0.405, data_time: 0.007, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1422, loss: 1.1422, grad_norm: 5.3578 2021-02-11 04:03:53,040 - mmaction - INFO - Epoch [24][1820/3757] lr: 1.000e-03, eta: 13:30:29, time: 0.413, data_time: 0.001, memory: 7076, top1_acc: 0.6742, top5_acc: 0.8664, loss_cls: 1.2996, loss: 1.2996, grad_norm: 5.5638 2021-02-11 04:04:01,805 - mmaction - INFO - Epoch [24][1840/3757] lr: 1.000e-03, eta: 13:30:18, time: 0.438, data_time: 0.001, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2659, loss: 1.2659, grad_norm: 5.3583 2021-02-11 04:04:10,241 - mmaction - INFO - Epoch [24][1860/3757] lr: 1.000e-03, eta: 13:30:07, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8797, loss_cls: 1.2348, loss: 1.2348, grad_norm: 5.4328 2021-02-11 04:04:19,145 - mmaction - INFO - Epoch [24][1880/3757] lr: 1.000e-03, eta: 13:29:56, time: 0.443, data_time: 0.077, memory: 7076, top1_acc: 0.6906, top5_acc: 0.9039, loss_cls: 1.2039, loss: 1.2039, grad_norm: 5.5439 2021-02-11 04:04:28,547 - mmaction - INFO - Epoch [24][1900/3757] lr: 1.000e-03, eta: 13:29:46, time: 0.473, data_time: 0.033, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.2562, loss: 1.2562, grad_norm: 5.4635 2021-02-11 04:04:37,188 - mmaction - INFO - Epoch [24][1920/3757] lr: 1.000e-03, eta: 13:29:35, time: 0.431, data_time: 0.003, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8930, loss_cls: 1.1671, loss: 1.1671, grad_norm: 5.4275 2021-02-11 04:04:47,564 - mmaction - INFO - Epoch [24][1940/3757] lr: 1.000e-03, eta: 13:29:26, time: 0.518, data_time: 0.003, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1936, loss: 1.1936, grad_norm: 5.3208 2021-02-11 04:04:56,052 - mmaction - INFO - Epoch [24][1960/3757] lr: 1.000e-03, eta: 13:29:15, time: 0.425, data_time: 0.003, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1704, loss: 1.1704, grad_norm: 5.2621 2021-02-11 04:05:05,750 - mmaction - INFO - Epoch [24][1980/3757] lr: 1.000e-03, eta: 13:29:05, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2449, loss: 1.2449, grad_norm: 5.5790 2021-02-11 04:05:13,675 - mmaction - INFO - Epoch [24][2000/3757] lr: 1.000e-03, eta: 13:28:53, time: 0.397, data_time: 0.001, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8812, loss_cls: 1.2765, loss: 1.2765, grad_norm: 5.5688 2021-02-11 04:05:22,805 - mmaction - INFO - Epoch [24][2020/3757] lr: 1.000e-03, eta: 13:28:42, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2183, loss: 1.2183, grad_norm: 5.2970 2021-02-11 04:05:31,574 - mmaction - INFO - Epoch [24][2040/3757] lr: 1.000e-03, eta: 13:28:32, time: 0.439, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1360, loss: 1.1360, grad_norm: 5.2192 2021-02-11 04:05:39,723 - mmaction - INFO - Epoch [24][2060/3757] lr: 1.000e-03, eta: 13:28:20, time: 0.406, data_time: 0.001, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8805, loss_cls: 1.2682, loss: 1.2682, grad_norm: 5.5852 2021-02-11 04:05:49,216 - mmaction - INFO - Epoch [24][2080/3757] lr: 1.000e-03, eta: 13:28:10, time: 0.474, data_time: 0.003, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8891, loss_cls: 1.2075, loss: 1.2075, grad_norm: 5.4152 2021-02-11 04:05:58,326 - mmaction - INFO - Epoch [24][2100/3757] lr: 1.000e-03, eta: 13:27:59, time: 0.454, data_time: 0.003, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8836, loss_cls: 1.1932, loss: 1.1932, grad_norm: 5.4282 2021-02-11 04:06:06,896 - mmaction - INFO - Epoch [24][2120/3757] lr: 1.000e-03, eta: 13:27:48, time: 0.430, data_time: 0.006, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8797, loss_cls: 1.2100, loss: 1.2100, grad_norm: 5.3837 2021-02-11 04:06:17,335 - mmaction - INFO - Epoch [24][2140/3757] lr: 1.000e-03, eta: 13:27:39, time: 0.523, data_time: 0.003, memory: 7076, top1_acc: 0.6750, top5_acc: 0.8836, loss_cls: 1.2567, loss: 1.2567, grad_norm: 5.7033 2021-02-11 04:06:25,083 - mmaction - INFO - Epoch [24][2160/3757] lr: 1.000e-03, eta: 13:27:27, time: 0.388, data_time: 0.026, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8859, loss_cls: 1.1741, loss: 1.1741, grad_norm: 5.5078 2021-02-11 04:06:36,426 - mmaction - INFO - Epoch [24][2180/3757] lr: 1.000e-03, eta: 13:27:19, time: 0.565, data_time: 0.038, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8797, loss_cls: 1.2387, loss: 1.2387, grad_norm: 5.4436 2021-02-11 04:06:43,663 - mmaction - INFO - Epoch [24][2200/3757] lr: 1.000e-03, eta: 13:27:07, time: 0.362, data_time: 0.007, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1736, loss: 1.1736, grad_norm: 5.2350 2021-02-11 04:06:53,126 - mmaction - INFO - Epoch [24][2220/3757] lr: 1.000e-03, eta: 13:26:57, time: 0.467, data_time: 0.003, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2438, loss: 1.2438, grad_norm: 5.4966 2021-02-11 04:07:01,134 - mmaction - INFO - Epoch [24][2240/3757] lr: 1.000e-03, eta: 13:26:45, time: 0.408, data_time: 0.009, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1849, loss: 1.1849, grad_norm: 5.3390 2021-02-11 04:07:10,600 - mmaction - INFO - Epoch [24][2260/3757] lr: 1.000e-03, eta: 13:26:35, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8867, loss_cls: 1.1900, loss: 1.1900, grad_norm: 5.4448 2021-02-11 04:07:19,132 - mmaction - INFO - Epoch [24][2280/3757] lr: 1.000e-03, eta: 13:26:24, time: 0.429, data_time: 0.005, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8914, loss_cls: 1.1872, loss: 1.1872, grad_norm: 5.3050 2021-02-11 04:07:28,379 - mmaction - INFO - Epoch [24][2300/3757] lr: 1.000e-03, eta: 13:26:13, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.1516, loss: 1.1516, grad_norm: 5.3250 2021-02-11 04:07:37,925 - mmaction - INFO - Epoch [24][2320/3757] lr: 1.000e-03, eta: 13:26:03, time: 0.476, data_time: 0.003, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8898, loss_cls: 1.2248, loss: 1.2248, grad_norm: 5.4446 2021-02-11 04:07:45,796 - mmaction - INFO - Epoch [24][2340/3757] lr: 1.000e-03, eta: 13:25:52, time: 0.395, data_time: 0.002, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8742, loss_cls: 1.2622, loss: 1.2622, grad_norm: 5.6309 2021-02-11 04:07:54,764 - mmaction - INFO - Epoch [24][2360/3757] lr: 1.000e-03, eta: 13:25:41, time: 0.448, data_time: 0.023, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1458, loss: 1.1458, grad_norm: 5.4130 2021-02-11 04:08:04,519 - mmaction - INFO - Epoch [24][2380/3757] lr: 1.000e-03, eta: 13:25:31, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8938, loss_cls: 1.1276, loss: 1.1276, grad_norm: 5.4336 2021-02-11 04:08:11,918 - mmaction - INFO - Epoch [24][2400/3757] lr: 1.000e-03, eta: 13:25:19, time: 0.371, data_time: 0.002, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1684, loss: 1.1684, grad_norm: 5.4824 2021-02-11 04:08:20,791 - mmaction - INFO - Epoch [24][2420/3757] lr: 1.000e-03, eta: 13:25:08, time: 0.443, data_time: 0.050, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8805, loss_cls: 1.2010, loss: 1.2010, grad_norm: 5.4695 2021-02-11 04:08:29,257 - mmaction - INFO - Epoch [24][2440/3757] lr: 1.000e-03, eta: 13:24:57, time: 0.421, data_time: 0.035, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8859, loss_cls: 1.1580, loss: 1.1580, grad_norm: 5.4454 2021-02-11 04:08:37,892 - mmaction - INFO - Epoch [24][2460/3757] lr: 1.000e-03, eta: 13:24:46, time: 0.433, data_time: 0.004, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2368, loss: 1.2368, grad_norm: 5.5118 2021-02-11 04:08:47,162 - mmaction - INFO - Epoch [24][2480/3757] lr: 1.000e-03, eta: 13:24:36, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8914, loss_cls: 1.1800, loss: 1.1800, grad_norm: 5.4770 2021-02-11 04:08:55,535 - mmaction - INFO - Epoch [24][2500/3757] lr: 1.000e-03, eta: 13:24:24, time: 0.417, data_time: 0.004, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8828, loss_cls: 1.1985, loss: 1.1985, grad_norm: 5.4694 2021-02-11 04:09:03,969 - mmaction - INFO - Epoch [24][2520/3757] lr: 1.000e-03, eta: 13:24:13, time: 0.423, data_time: 0.003, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1444, loss: 1.1444, grad_norm: 5.3045 2021-02-11 04:09:12,552 - mmaction - INFO - Epoch [24][2540/3757] lr: 1.000e-03, eta: 13:24:02, time: 0.430, data_time: 0.003, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8812, loss_cls: 1.1935, loss: 1.1935, grad_norm: 5.5404 2021-02-11 04:09:21,040 - mmaction - INFO - Epoch [24][2560/3757] lr: 1.000e-03, eta: 13:23:51, time: 0.423, data_time: 0.002, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8859, loss_cls: 1.1831, loss: 1.1831, grad_norm: 5.5078 2021-02-11 04:09:31,973 - mmaction - INFO - Epoch [24][2580/3757] lr: 1.000e-03, eta: 13:23:42, time: 0.548, data_time: 0.004, memory: 7076, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2980, loss: 1.2980, grad_norm: 5.7335 2021-02-11 04:09:40,165 - mmaction - INFO - Epoch [24][2600/3757] lr: 1.000e-03, eta: 13:23:31, time: 0.410, data_time: 0.002, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8953, loss_cls: 1.1997, loss: 1.1997, grad_norm: 5.4221 2021-02-11 04:09:49,715 - mmaction - INFO - Epoch [24][2620/3757] lr: 1.000e-03, eta: 13:23:21, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.2979, loss: 1.2979, grad_norm: 5.7742 2021-02-11 04:09:58,863 - mmaction - INFO - Epoch [24][2640/3757] lr: 1.000e-03, eta: 13:23:10, time: 0.456, data_time: 0.003, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8914, loss_cls: 1.1753, loss: 1.1753, grad_norm: 5.6138 2021-02-11 04:10:07,198 - mmaction - INFO - Epoch [24][2660/3757] lr: 1.000e-03, eta: 13:22:59, time: 0.418, data_time: 0.059, memory: 7076, top1_acc: 0.6742, top5_acc: 0.8758, loss_cls: 1.2770, loss: 1.2770, grad_norm: 5.6394 2021-02-11 04:10:17,638 - mmaction - INFO - Epoch [24][2680/3757] lr: 1.000e-03, eta: 13:22:50, time: 0.520, data_time: 0.075, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8914, loss_cls: 1.1375, loss: 1.1375, grad_norm: 5.3364 2021-02-11 04:10:25,799 - mmaction - INFO - Epoch [24][2700/3757] lr: 1.000e-03, eta: 13:22:39, time: 0.409, data_time: 0.037, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2462, loss: 1.2462, grad_norm: 5.6115 2021-02-11 04:10:35,870 - mmaction - INFO - Epoch [24][2720/3757] lr: 1.000e-03, eta: 13:22:29, time: 0.503, data_time: 0.002, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3137, loss: 1.3137, grad_norm: 5.5628 2021-02-11 04:10:46,035 - mmaction - INFO - Epoch [24][2740/3757] lr: 1.000e-03, eta: 13:22:20, time: 0.508, data_time: 0.002, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1755, loss: 1.1755, grad_norm: 5.2774 2021-02-11 04:10:54,567 - mmaction - INFO - Epoch [24][2760/3757] lr: 1.000e-03, eta: 13:22:09, time: 0.427, data_time: 0.003, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1842, loss: 1.1842, grad_norm: 5.3950 2021-02-11 04:11:02,663 - mmaction - INFO - Epoch [24][2780/3757] lr: 1.000e-03, eta: 13:21:57, time: 0.406, data_time: 0.002, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8859, loss_cls: 1.2401, loss: 1.2401, grad_norm: 5.5705 2021-02-11 04:11:11,663 - mmaction - INFO - Epoch [24][2800/3757] lr: 1.000e-03, eta: 13:21:47, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8625, loss_cls: 1.2984, loss: 1.2984, grad_norm: 5.7156 2021-02-11 04:11:20,578 - mmaction - INFO - Epoch [24][2820/3757] lr: 1.000e-03, eta: 13:21:36, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2020, loss: 1.2020, grad_norm: 5.4869 2021-02-11 04:11:29,676 - mmaction - INFO - Epoch [24][2840/3757] lr: 1.000e-03, eta: 13:21:25, time: 0.457, data_time: 0.019, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.2770, loss: 1.2770, grad_norm: 5.6024 2021-02-11 04:11:38,882 - mmaction - INFO - Epoch [24][2860/3757] lr: 1.000e-03, eta: 13:21:15, time: 0.460, data_time: 0.043, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.2053, loss: 1.2053, grad_norm: 5.5341 2021-02-11 04:11:48,220 - mmaction - INFO - Epoch [24][2880/3757] lr: 1.000e-03, eta: 13:21:05, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8945, loss_cls: 1.1537, loss: 1.1537, grad_norm: 5.2847 2021-02-11 04:11:56,532 - mmaction - INFO - Epoch [24][2900/3757] lr: 1.000e-03, eta: 13:20:54, time: 0.416, data_time: 0.006, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.2403, loss: 1.2403, grad_norm: 5.6222 2021-02-11 04:12:05,204 - mmaction - INFO - Epoch [24][2920/3757] lr: 1.000e-03, eta: 13:20:43, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8922, loss_cls: 1.1681, loss: 1.1681, grad_norm: 5.6077 2021-02-11 04:12:16,188 - mmaction - INFO - Epoch [24][2940/3757] lr: 1.000e-03, eta: 13:20:34, time: 0.545, data_time: 0.032, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1626, loss: 1.1626, grad_norm: 5.3692 2021-02-11 04:12:23,484 - mmaction - INFO - Epoch [24][2960/3757] lr: 1.000e-03, eta: 13:20:22, time: 0.368, data_time: 0.007, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.2810, loss: 1.2810, grad_norm: 5.6294 2021-02-11 04:12:31,982 - mmaction - INFO - Epoch [24][2980/3757] lr: 1.000e-03, eta: 13:20:11, time: 0.426, data_time: 0.003, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8945, loss_cls: 1.1222, loss: 1.1222, grad_norm: 5.3747 2021-02-11 04:12:41,806 - mmaction - INFO - Epoch [24][3000/3757] lr: 1.000e-03, eta: 13:20:01, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8609, loss_cls: 1.2936, loss: 1.2936, grad_norm: 5.6051 2021-02-11 04:12:50,403 - mmaction - INFO - Epoch [24][3020/3757] lr: 1.000e-03, eta: 13:19:50, time: 0.431, data_time: 0.003, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8906, loss_cls: 1.1714, loss: 1.1714, grad_norm: 5.5374 2021-02-11 04:12:59,729 - mmaction - INFO - Epoch [24][3040/3757] lr: 1.000e-03, eta: 13:19:40, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2505, loss: 1.2505, grad_norm: 5.5064 2021-02-11 04:13:08,967 - mmaction - INFO - Epoch [24][3060/3757] lr: 1.000e-03, eta: 13:19:29, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8844, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.3350 2021-02-11 04:13:17,582 - mmaction - INFO - Epoch [24][3080/3757] lr: 1.000e-03, eta: 13:19:18, time: 0.430, data_time: 0.004, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2375, loss: 1.2375, grad_norm: 5.4592 2021-02-11 04:13:26,757 - mmaction - INFO - Epoch [24][3100/3757] lr: 1.000e-03, eta: 13:19:08, time: 0.459, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8961, loss_cls: 1.1597, loss: 1.1597, grad_norm: 5.4353 2021-02-11 04:13:34,819 - mmaction - INFO - Epoch [24][3120/3757] lr: 1.000e-03, eta: 13:18:56, time: 0.402, data_time: 0.002, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8812, loss_cls: 1.1983, loss: 1.1983, grad_norm: 5.5456 2021-02-11 04:13:43,193 - mmaction - INFO - Epoch [24][3140/3757] lr: 1.000e-03, eta: 13:18:45, time: 0.420, data_time: 0.004, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.1928, loss: 1.1928, grad_norm: 5.4058 2021-02-11 04:13:51,760 - mmaction - INFO - Epoch [24][3160/3757] lr: 1.000e-03, eta: 13:18:34, time: 0.429, data_time: 0.008, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2543, loss: 1.2543, grad_norm: 5.6071 2021-02-11 04:14:00,856 - mmaction - INFO - Epoch [24][3180/3757] lr: 1.000e-03, eta: 13:18:24, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1553, loss: 1.1553, grad_norm: 5.4289 2021-02-11 04:14:10,699 - mmaction - INFO - Epoch [24][3200/3757] lr: 1.000e-03, eta: 13:18:14, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8914, loss_cls: 1.1696, loss: 1.1696, grad_norm: 5.2966 2021-02-11 04:14:19,766 - mmaction - INFO - Epoch [24][3220/3757] lr: 1.000e-03, eta: 13:18:03, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.2128, loss: 1.2128, grad_norm: 5.4776 2021-02-11 04:14:28,979 - mmaction - INFO - Epoch [24][3240/3757] lr: 1.000e-03, eta: 13:17:53, time: 0.462, data_time: 0.003, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1564, loss: 1.1564, grad_norm: 5.2950 2021-02-11 04:14:37,990 - mmaction - INFO - Epoch [24][3260/3757] lr: 1.000e-03, eta: 13:17:42, time: 0.448, data_time: 0.007, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.3077, loss: 1.3077, grad_norm: 5.6710 2021-02-11 04:14:46,069 - mmaction - INFO - Epoch [24][3280/3757] lr: 1.000e-03, eta: 13:17:31, time: 0.406, data_time: 0.003, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1909, loss: 1.1909, grad_norm: 5.4489 2021-02-11 04:14:55,561 - mmaction - INFO - Epoch [24][3300/3757] lr: 1.000e-03, eta: 13:17:21, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8773, loss_cls: 1.2042, loss: 1.2042, grad_norm: 5.4683 2021-02-11 04:15:03,799 - mmaction - INFO - Epoch [24][3320/3757] lr: 1.000e-03, eta: 13:17:09, time: 0.399, data_time: 0.002, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1466, loss: 1.1466, grad_norm: 5.4441 2021-02-11 04:15:12,439 - mmaction - INFO - Epoch [24][3340/3757] lr: 1.000e-03, eta: 13:16:59, time: 0.445, data_time: 0.019, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1810, loss: 1.1810, grad_norm: 5.5015 2021-02-11 04:15:21,790 - mmaction - INFO - Epoch [24][3360/3757] lr: 1.000e-03, eta: 13:16:48, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8742, loss_cls: 1.1502, loss: 1.1502, grad_norm: 5.2830 2021-02-11 04:15:30,819 - mmaction - INFO - Epoch [24][3380/3757] lr: 1.000e-03, eta: 13:16:38, time: 0.453, data_time: 0.063, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8797, loss_cls: 1.2271, loss: 1.2271, grad_norm: 5.5520 2021-02-11 04:15:39,607 - mmaction - INFO - Epoch [24][3400/3757] lr: 1.000e-03, eta: 13:16:27, time: 0.440, data_time: 0.034, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.2705, loss: 1.2705, grad_norm: 5.3997 2021-02-11 04:15:47,621 - mmaction - INFO - Epoch [24][3420/3757] lr: 1.000e-03, eta: 13:16:15, time: 0.401, data_time: 0.012, memory: 7076, top1_acc: 0.6727, top5_acc: 0.8711, loss_cls: 1.2703, loss: 1.2703, grad_norm: 5.5238 2021-02-11 04:15:57,715 - mmaction - INFO - Epoch [24][3440/3757] lr: 1.000e-03, eta: 13:16:06, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1657, loss: 1.1657, grad_norm: 5.4936 2021-02-11 04:16:06,057 - mmaction - INFO - Epoch [24][3460/3757] lr: 1.000e-03, eta: 13:15:55, time: 0.417, data_time: 0.003, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2527, loss: 1.2527, grad_norm: 5.4447 2021-02-11 04:16:17,978 - mmaction - INFO - Epoch [24][3480/3757] lr: 1.000e-03, eta: 13:15:47, time: 0.593, data_time: 0.001, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8773, loss_cls: 1.2011, loss: 1.2011, grad_norm: 5.3902 2021-02-11 04:16:25,303 - mmaction - INFO - Epoch [24][3500/3757] lr: 1.000e-03, eta: 13:15:35, time: 0.369, data_time: 0.005, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1505, loss: 1.1505, grad_norm: 5.2809 2021-02-11 04:16:36,385 - mmaction - INFO - Epoch [24][3520/3757] lr: 1.000e-03, eta: 13:15:27, time: 0.551, data_time: 0.001, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.2153, loss: 1.2153, grad_norm: 5.5707 2021-02-11 04:16:44,093 - mmaction - INFO - Epoch [24][3540/3757] lr: 1.000e-03, eta: 13:15:15, time: 0.388, data_time: 0.007, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.2051, loss: 1.2051, grad_norm: 5.6099 2021-02-11 04:16:52,453 - mmaction - INFO - Epoch [24][3560/3757] lr: 1.000e-03, eta: 13:15:03, time: 0.418, data_time: 0.002, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2623, loss: 1.2623, grad_norm: 5.4418 2021-02-11 04:17:02,376 - mmaction - INFO - Epoch [24][3580/3757] lr: 1.000e-03, eta: 13:14:54, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1808, loss: 1.1808, grad_norm: 5.4202 2021-02-11 04:17:10,923 - mmaction - INFO - Epoch [24][3600/3757] lr: 1.000e-03, eta: 13:14:43, time: 0.426, data_time: 0.003, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2085, loss: 1.2085, grad_norm: 5.4863 2021-02-11 04:17:21,118 - mmaction - INFO - Epoch [24][3620/3757] lr: 1.000e-03, eta: 13:14:34, time: 0.512, data_time: 0.004, memory: 7076, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.2328, loss: 1.2328, grad_norm: 5.6597 2021-02-11 04:17:29,736 - mmaction - INFO - Epoch [24][3640/3757] lr: 1.000e-03, eta: 13:14:23, time: 0.431, data_time: 0.002, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.1419, loss: 1.1419, grad_norm: 5.4187 2021-02-11 04:17:39,018 - mmaction - INFO - Epoch [24][3660/3757] lr: 1.000e-03, eta: 13:14:12, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.2857, loss: 1.2857, grad_norm: 5.7563 2021-02-11 04:17:46,945 - mmaction - INFO - Epoch [24][3680/3757] lr: 1.000e-03, eta: 13:14:01, time: 0.396, data_time: 0.022, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8945, loss_cls: 1.1877, loss: 1.1877, grad_norm: 5.4369 2021-02-11 04:17:56,095 - mmaction - INFO - Epoch [24][3700/3757] lr: 1.000e-03, eta: 13:13:50, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8844, loss_cls: 1.2052, loss: 1.2052, grad_norm: 5.4471 2021-02-11 04:18:05,913 - mmaction - INFO - Epoch [24][3720/3757] lr: 1.000e-03, eta: 13:13:41, time: 0.490, data_time: 0.004, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8805, loss_cls: 1.1821, loss: 1.1821, grad_norm: 5.5138 2021-02-11 04:18:13,210 - mmaction - INFO - Epoch [24][3740/3757] lr: 1.000e-03, eta: 13:13:28, time: 0.366, data_time: 0.002, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8781, loss_cls: 1.2470, loss: 1.2470, grad_norm: 5.6235 2021-02-11 04:21:04,601 - mmaction - INFO - Epoch [25][20/3757] lr: 1.000e-03, eta: 13:15:40, time: 7.805, data_time: 7.362, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8875, loss_cls: 1.2009, loss: 1.2009, grad_norm: 5.4483 2021-02-11 04:21:14,299 - mmaction - INFO - Epoch [25][40/3757] lr: 1.000e-03, eta: 13:15:30, time: 0.484, data_time: 0.004, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8992, loss_cls: 1.1608, loss: 1.1608, grad_norm: 5.3972 2021-02-11 04:21:22,193 - mmaction - INFO - Epoch [25][60/3757] lr: 1.000e-03, eta: 13:15:18, time: 0.397, data_time: 0.003, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8930, loss_cls: 1.1672, loss: 1.1672, grad_norm: 5.5440 2021-02-11 04:21:31,677 - mmaction - INFO - Epoch [25][80/3757] lr: 1.000e-03, eta: 13:15:08, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1465, loss: 1.1465, grad_norm: 5.4577 2021-02-11 04:21:40,511 - mmaction - INFO - Epoch [25][100/3757] lr: 1.000e-03, eta: 13:14:57, time: 0.437, data_time: 0.001, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1531, loss: 1.1531, grad_norm: 5.4229 2021-02-11 04:21:48,497 - mmaction - INFO - Epoch [25][120/3757] lr: 1.000e-03, eta: 13:14:45, time: 0.404, data_time: 0.006, memory: 7076, top1_acc: 0.7070, top5_acc: 0.9008, loss_cls: 1.1302, loss: 1.1302, grad_norm: 5.3329 2021-02-11 04:21:58,413 - mmaction - INFO - Epoch [25][140/3757] lr: 1.000e-03, eta: 13:14:36, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8906, loss_cls: 1.1750, loss: 1.1750, grad_norm: 5.3940 2021-02-11 04:22:06,397 - mmaction - INFO - Epoch [25][160/3757] lr: 1.000e-03, eta: 13:14:24, time: 0.399, data_time: 0.003, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1254, loss: 1.1254, grad_norm: 5.1763 2021-02-11 04:22:15,779 - mmaction - INFO - Epoch [25][180/3757] lr: 1.000e-03, eta: 13:14:14, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8883, loss_cls: 1.2030, loss: 1.2030, grad_norm: 5.4705 2021-02-11 04:22:23,133 - mmaction - INFO - Epoch [25][200/3757] lr: 1.000e-03, eta: 13:14:01, time: 0.368, data_time: 0.001, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8773, loss_cls: 1.2161, loss: 1.2161, grad_norm: 5.6459 2021-02-11 04:22:32,435 - mmaction - INFO - Epoch [25][220/3757] lr: 1.000e-03, eta: 13:13:51, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2002, loss: 1.2002, grad_norm: 5.4655 2021-02-11 04:22:41,288 - mmaction - INFO - Epoch [25][240/3757] lr: 1.000e-03, eta: 13:13:40, time: 0.444, data_time: 0.004, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8867, loss_cls: 1.2001, loss: 1.2001, grad_norm: 5.3816 2021-02-11 04:22:50,645 - mmaction - INFO - Epoch [25][260/3757] lr: 1.000e-03, eta: 13:13:30, time: 0.467, data_time: 0.004, memory: 7076, top1_acc: 0.6805, top5_acc: 0.9000, loss_cls: 1.1910, loss: 1.1910, grad_norm: 5.5755 2021-02-11 04:22:58,861 - mmaction - INFO - Epoch [25][280/3757] lr: 1.000e-03, eta: 13:13:19, time: 0.412, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8938, loss_cls: 1.1390, loss: 1.1390, grad_norm: 5.3714 2021-02-11 04:23:08,719 - mmaction - INFO - Epoch [25][300/3757] lr: 1.000e-03, eta: 13:13:09, time: 0.492, data_time: 0.074, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.1998, loss: 1.1998, grad_norm: 5.5153 2021-02-11 04:23:17,019 - mmaction - INFO - Epoch [25][320/3757] lr: 1.000e-03, eta: 13:12:58, time: 0.416, data_time: 0.004, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8992, loss_cls: 1.1322, loss: 1.1322, grad_norm: 5.2770 2021-02-11 04:23:26,576 - mmaction - INFO - Epoch [25][340/3757] lr: 1.000e-03, eta: 13:12:48, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8930, loss_cls: 1.1541, loss: 1.1541, grad_norm: 5.3918 2021-02-11 04:23:36,179 - mmaction - INFO - Epoch [25][360/3757] lr: 1.000e-03, eta: 13:12:38, time: 0.481, data_time: 0.004, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.2339, loss: 1.2339, grad_norm: 5.4277 2021-02-11 04:23:43,349 - mmaction - INFO - Epoch [25][380/3757] lr: 1.000e-03, eta: 13:12:25, time: 0.358, data_time: 0.002, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.2416, loss: 1.2416, grad_norm: 5.5623 2021-02-11 04:23:52,684 - mmaction - INFO - Epoch [25][400/3757] lr: 1.000e-03, eta: 13:12:15, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8852, loss_cls: 1.1810, loss: 1.1810, grad_norm: 5.5895 2021-02-11 04:24:01,095 - mmaction - INFO - Epoch [25][420/3757] lr: 1.000e-03, eta: 13:12:04, time: 0.421, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1567, loss: 1.1567, grad_norm: 5.4303 2021-02-11 04:24:10,640 - mmaction - INFO - Epoch [25][440/3757] lr: 1.000e-03, eta: 13:11:54, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.2483, loss: 1.2483, grad_norm: 5.5973 2021-02-11 04:24:19,694 - mmaction - INFO - Epoch [25][460/3757] lr: 1.000e-03, eta: 13:11:43, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9016, loss_cls: 1.0858, loss: 1.0858, grad_norm: 5.4158 2021-02-11 04:24:28,461 - mmaction - INFO - Epoch [25][480/3757] lr: 1.000e-03, eta: 13:11:32, time: 0.441, data_time: 0.004, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2030, loss: 1.2030, grad_norm: 5.5535 2021-02-11 04:24:37,181 - mmaction - INFO - Epoch [25][500/3757] lr: 1.000e-03, eta: 13:11:21, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8984, loss_cls: 1.1371, loss: 1.1371, grad_norm: 5.5554 2021-02-11 04:24:47,235 - mmaction - INFO - Epoch [25][520/3757] lr: 1.000e-03, eta: 13:11:12, time: 0.497, data_time: 0.002, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.6024 2021-02-11 04:24:55,316 - mmaction - INFO - Epoch [25][540/3757] lr: 1.000e-03, eta: 13:11:00, time: 0.410, data_time: 0.008, memory: 7076, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.2794, loss: 1.2794, grad_norm: 5.6215 2021-02-11 04:25:03,507 - mmaction - INFO - Epoch [25][560/3757] lr: 1.000e-03, eta: 13:10:49, time: 0.410, data_time: 0.002, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8781, loss_cls: 1.2512, loss: 1.2512, grad_norm: 5.5380 2021-02-11 04:25:12,482 - mmaction - INFO - Epoch [25][580/3757] lr: 1.000e-03, eta: 13:10:38, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8883, loss_cls: 1.2422, loss: 1.2422, grad_norm: 5.5729 2021-02-11 04:25:20,785 - mmaction - INFO - Epoch [25][600/3757] lr: 1.000e-03, eta: 13:10:27, time: 0.415, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8906, loss_cls: 1.1642, loss: 1.1642, grad_norm: 5.4049 2021-02-11 04:25:29,740 - mmaction - INFO - Epoch [25][620/3757] lr: 1.000e-03, eta: 13:10:16, time: 0.448, data_time: 0.027, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.2236, loss: 1.2236, grad_norm: 5.6700 2021-02-11 04:25:39,471 - mmaction - INFO - Epoch [25][640/3757] lr: 1.000e-03, eta: 13:10:06, time: 0.480, data_time: 0.071, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8883, loss_cls: 1.1322, loss: 1.1322, grad_norm: 5.4105 2021-02-11 04:25:47,706 - mmaction - INFO - Epoch [25][660/3757] lr: 1.000e-03, eta: 13:09:55, time: 0.417, data_time: 0.010, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8961, loss_cls: 1.1462, loss: 1.1462, grad_norm: 5.4085 2021-02-11 04:25:56,848 - mmaction - INFO - Epoch [25][680/3757] lr: 1.000e-03, eta: 13:09:44, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1059, loss: 1.1059, grad_norm: 5.4806 2021-02-11 04:26:05,219 - mmaction - INFO - Epoch [25][700/3757] lr: 1.000e-03, eta: 13:09:33, time: 0.423, data_time: 0.006, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.7436 2021-02-11 04:26:13,853 - mmaction - INFO - Epoch [25][720/3757] lr: 1.000e-03, eta: 13:09:22, time: 0.432, data_time: 0.066, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8852, loss_cls: 1.2183, loss: 1.2183, grad_norm: 5.4913 2021-02-11 04:26:22,044 - mmaction - INFO - Epoch [25][740/3757] lr: 1.000e-03, eta: 13:09:11, time: 0.408, data_time: 0.033, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2131, loss: 1.2131, grad_norm: 5.4922 2021-02-11 04:26:31,651 - mmaction - INFO - Epoch [25][760/3757] lr: 1.000e-03, eta: 13:09:01, time: 0.478, data_time: 0.003, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1429, loss: 1.1429, grad_norm: 5.4436 2021-02-11 04:26:39,542 - mmaction - INFO - Epoch [25][780/3757] lr: 1.000e-03, eta: 13:08:49, time: 0.397, data_time: 0.004, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.1708, loss: 1.1708, grad_norm: 5.4310 2021-02-11 04:26:50,061 - mmaction - INFO - Epoch [25][800/3757] lr: 1.000e-03, eta: 13:08:40, time: 0.524, data_time: 0.002, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1349, loss: 1.1349, grad_norm: 5.4382 2021-02-11 04:26:58,354 - mmaction - INFO - Epoch [25][820/3757] lr: 1.000e-03, eta: 13:08:29, time: 0.416, data_time: 0.003, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8945, loss_cls: 1.1512, loss: 1.1512, grad_norm: 5.5243 2021-02-11 04:27:08,298 - mmaction - INFO - Epoch [25][840/3757] lr: 1.000e-03, eta: 13:08:19, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.1925, loss: 1.1925, grad_norm: 5.4274 2021-02-11 04:27:15,811 - mmaction - INFO - Epoch [25][860/3757] lr: 1.000e-03, eta: 13:08:07, time: 0.378, data_time: 0.005, memory: 7076, top1_acc: 0.6836, top5_acc: 0.9000, loss_cls: 1.1537, loss: 1.1537, grad_norm: 5.3947 2021-02-11 04:27:26,455 - mmaction - INFO - Epoch [25][880/3757] lr: 1.000e-03, eta: 13:07:58, time: 0.532, data_time: 0.004, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2068, loss: 1.2068, grad_norm: 5.4896 2021-02-11 04:27:33,741 - mmaction - INFO - Epoch [25][900/3757] lr: 1.000e-03, eta: 13:07:46, time: 0.363, data_time: 0.002, memory: 7076, top1_acc: 0.6633, top5_acc: 0.8859, loss_cls: 1.2571, loss: 1.2571, grad_norm: 5.8976 2021-02-11 04:27:42,479 - mmaction - INFO - Epoch [25][920/3757] lr: 1.000e-03, eta: 13:07:35, time: 0.438, data_time: 0.003, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2251, loss: 1.2251, grad_norm: 5.5767 2021-02-11 04:27:51,961 - mmaction - INFO - Epoch [25][940/3757] lr: 1.000e-03, eta: 13:07:25, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1221, loss: 1.1221, grad_norm: 5.3522 2021-02-11 04:28:00,116 - mmaction - INFO - Epoch [25][960/3757] lr: 1.000e-03, eta: 13:07:13, time: 0.408, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1567, loss: 1.1567, grad_norm: 5.3541 2021-02-11 04:28:10,047 - mmaction - INFO - Epoch [25][980/3757] lr: 1.000e-03, eta: 13:07:04, time: 0.489, data_time: 0.003, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8891, loss_cls: 1.1600, loss: 1.1600, grad_norm: 5.4093 2021-02-11 04:28:19,028 - mmaction - INFO - Epoch [25][1000/3757] lr: 1.000e-03, eta: 13:06:53, time: 0.456, data_time: 0.023, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2329, loss: 1.2329, grad_norm: 5.6092 2021-02-11 04:28:27,696 - mmaction - INFO - Epoch [25][1020/3757] lr: 1.000e-03, eta: 13:06:42, time: 0.433, data_time: 0.009, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1653, loss: 1.1653, grad_norm: 5.2697 2021-02-11 04:28:37,051 - mmaction - INFO - Epoch [25][1040/3757] lr: 1.000e-03, eta: 13:06:32, time: 0.467, data_time: 0.003, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.2244, loss: 1.2244, grad_norm: 5.5692 2021-02-11 04:28:46,457 - mmaction - INFO - Epoch [25][1060/3757] lr: 1.000e-03, eta: 13:06:22, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1283, loss: 1.1283, grad_norm: 5.4547 2021-02-11 04:28:53,883 - mmaction - INFO - Epoch [25][1080/3757] lr: 1.000e-03, eta: 13:06:10, time: 0.371, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8859, loss_cls: 1.2309, loss: 1.2309, grad_norm: 5.6223 2021-02-11 04:29:03,279 - mmaction - INFO - Epoch [25][1100/3757] lr: 1.000e-03, eta: 13:06:00, time: 0.470, data_time: 0.003, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8789, loss_cls: 1.2358, loss: 1.2358, grad_norm: 5.5636 2021-02-11 04:29:13,585 - mmaction - INFO - Epoch [25][1120/3757] lr: 1.000e-03, eta: 13:05:50, time: 0.509, data_time: 0.003, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8883, loss_cls: 1.1510, loss: 1.1510, grad_norm: 5.5208 2021-02-11 04:29:21,947 - mmaction - INFO - Epoch [25][1140/3757] lr: 1.000e-03, eta: 13:05:39, time: 0.425, data_time: 0.008, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8852, loss_cls: 1.2185, loss: 1.2185, grad_norm: 5.5592 2021-02-11 04:29:31,468 - mmaction - INFO - Epoch [25][1160/3757] lr: 1.000e-03, eta: 13:05:29, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2210, loss: 1.2210, grad_norm: 5.5470 2021-02-11 04:29:40,307 - mmaction - INFO - Epoch [25][1180/3757] lr: 1.000e-03, eta: 13:05:18, time: 0.443, data_time: 0.015, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2088, loss: 1.2088, grad_norm: 5.4492 2021-02-11 04:29:50,208 - mmaction - INFO - Epoch [25][1200/3757] lr: 1.000e-03, eta: 13:05:09, time: 0.494, data_time: 0.079, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1993, loss: 1.1993, grad_norm: 5.4632 2021-02-11 04:29:59,236 - mmaction - INFO - Epoch [25][1220/3757] lr: 1.000e-03, eta: 13:04:58, time: 0.452, data_time: 0.003, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.2026, loss: 1.2026, grad_norm: 5.6468 2021-02-11 04:30:07,708 - mmaction - INFO - Epoch [25][1240/3757] lr: 1.000e-03, eta: 13:04:47, time: 0.424, data_time: 0.002, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.1750, loss: 1.1750, grad_norm: 5.2788 2021-02-11 04:30:15,748 - mmaction - INFO - Epoch [25][1260/3757] lr: 1.000e-03, eta: 13:04:35, time: 0.402, data_time: 0.005, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8992, loss_cls: 1.1473, loss: 1.1473, grad_norm: 5.5763 2021-02-11 04:30:24,259 - mmaction - INFO - Epoch [25][1280/3757] lr: 1.000e-03, eta: 13:04:24, time: 0.426, data_time: 0.039, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1752, loss: 1.1752, grad_norm: 5.4493 2021-02-11 04:30:33,665 - mmaction - INFO - Epoch [25][1300/3757] lr: 1.000e-03, eta: 13:04:14, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2306, loss: 1.2306, grad_norm: 5.6062 2021-02-11 04:30:42,574 - mmaction - INFO - Epoch [25][1320/3757] lr: 1.000e-03, eta: 13:04:04, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1989, loss: 1.1989, grad_norm: 5.5815 2021-02-11 04:30:51,797 - mmaction - INFO - Epoch [25][1340/3757] lr: 1.000e-03, eta: 13:03:53, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.6789, top5_acc: 0.8758, loss_cls: 1.2739, loss: 1.2739, grad_norm: 5.7175 2021-02-11 04:31:01,228 - mmaction - INFO - Epoch [25][1360/3757] lr: 1.000e-03, eta: 13:03:43, time: 0.473, data_time: 0.003, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2174, loss: 1.2174, grad_norm: 5.5892 2021-02-11 04:31:10,735 - mmaction - INFO - Epoch [25][1380/3757] lr: 1.000e-03, eta: 13:03:33, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1488, loss: 1.1488, grad_norm: 5.6316 2021-02-11 04:31:18,378 - mmaction - INFO - Epoch [25][1400/3757] lr: 1.000e-03, eta: 13:03:21, time: 0.384, data_time: 0.007, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1550, loss: 1.1550, grad_norm: 5.4585 2021-02-11 04:31:27,590 - mmaction - INFO - Epoch [25][1420/3757] lr: 1.000e-03, eta: 13:03:11, time: 0.459, data_time: 0.046, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8859, loss_cls: 1.1717, loss: 1.1717, grad_norm: 5.2686 2021-02-11 04:31:36,072 - mmaction - INFO - Epoch [25][1440/3757] lr: 1.000e-03, eta: 13:03:00, time: 0.425, data_time: 0.003, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8852, loss_cls: 1.2274, loss: 1.2274, grad_norm: 5.6966 2021-02-11 04:31:44,300 - mmaction - INFO - Epoch [25][1460/3757] lr: 1.000e-03, eta: 13:02:48, time: 0.412, data_time: 0.008, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8797, loss_cls: 1.2072, loss: 1.2072, grad_norm: 5.6461 2021-02-11 04:31:53,135 - mmaction - INFO - Epoch [25][1480/3757] lr: 1.000e-03, eta: 13:02:38, time: 0.440, data_time: 0.000, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.6019 2021-02-11 04:32:01,699 - mmaction - INFO - Epoch [25][1500/3757] lr: 1.000e-03, eta: 13:02:27, time: 0.428, data_time: 0.003, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1746, loss: 1.1746, grad_norm: 5.4247 2021-02-11 04:32:10,891 - mmaction - INFO - Epoch [25][1520/3757] lr: 1.000e-03, eta: 13:02:16, time: 0.459, data_time: 0.058, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1614, loss: 1.1614, grad_norm: 5.4702 2021-02-11 04:32:19,768 - mmaction - INFO - Epoch [25][1540/3757] lr: 1.000e-03, eta: 13:02:05, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1445, loss: 1.1445, grad_norm: 5.5288 2021-02-11 04:32:29,162 - mmaction - INFO - Epoch [25][1560/3757] lr: 1.000e-03, eta: 13:01:55, time: 0.469, data_time: 0.063, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1761, loss: 1.1761, grad_norm: 5.4784 2021-02-11 04:32:37,750 - mmaction - INFO - Epoch [25][1580/3757] lr: 1.000e-03, eta: 13:01:44, time: 0.429, data_time: 0.033, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8922, loss_cls: 1.1597, loss: 1.1597, grad_norm: 5.4477 2021-02-11 04:32:47,677 - mmaction - INFO - Epoch [25][1600/3757] lr: 1.000e-03, eta: 13:01:35, time: 0.495, data_time: 0.028, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.1666, loss: 1.1666, grad_norm: 5.4720 2021-02-11 04:32:55,340 - mmaction - INFO - Epoch [25][1620/3757] lr: 1.000e-03, eta: 13:01:23, time: 0.381, data_time: 0.005, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.1167, loss: 1.1167, grad_norm: 5.4316 2021-02-11 04:33:04,388 - mmaction - INFO - Epoch [25][1640/3757] lr: 1.000e-03, eta: 13:01:12, time: 0.456, data_time: 0.040, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.1998, loss: 1.1998, grad_norm: 5.4747 2021-02-11 04:33:13,067 - mmaction - INFO - Epoch [25][1660/3757] lr: 1.000e-03, eta: 13:01:01, time: 0.434, data_time: 0.003, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8992, loss_cls: 1.1395, loss: 1.1395, grad_norm: 5.6139 2021-02-11 04:33:21,745 - mmaction - INFO - Epoch [25][1680/3757] lr: 1.000e-03, eta: 13:00:51, time: 0.433, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.9000, loss_cls: 1.1449, loss: 1.1449, grad_norm: 5.5815 2021-02-11 04:33:30,149 - mmaction - INFO - Epoch [25][1700/3757] lr: 1.000e-03, eta: 13:00:39, time: 0.419, data_time: 0.001, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8750, loss_cls: 1.2762, loss: 1.2762, grad_norm: 5.7267 2021-02-11 04:33:40,020 - mmaction - INFO - Epoch [25][1720/3757] lr: 1.000e-03, eta: 13:00:30, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8938, loss_cls: 1.1530, loss: 1.1530, grad_norm: 5.3692 2021-02-11 04:33:48,912 - mmaction - INFO - Epoch [25][1740/3757] lr: 1.000e-03, eta: 13:00:19, time: 0.445, data_time: 0.007, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8883, loss_cls: 1.1876, loss: 1.1876, grad_norm: 5.5852 2021-02-11 04:33:57,413 - mmaction - INFO - Epoch [25][1760/3757] lr: 1.000e-03, eta: 13:00:08, time: 0.425, data_time: 0.002, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8812, loss_cls: 1.2228, loss: 1.2228, grad_norm: 5.6492 2021-02-11 04:34:06,238 - mmaction - INFO - Epoch [25][1780/3757] lr: 1.000e-03, eta: 12:59:57, time: 0.442, data_time: 0.014, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1899, loss: 1.1899, grad_norm: 5.4837 2021-02-11 04:34:14,435 - mmaction - INFO - Epoch [25][1800/3757] lr: 1.000e-03, eta: 12:59:46, time: 0.409, data_time: 0.002, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8820, loss_cls: 1.2611, loss: 1.2611, grad_norm: 5.7673 2021-02-11 04:34:23,092 - mmaction - INFO - Epoch [25][1820/3757] lr: 1.000e-03, eta: 12:59:35, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8977, loss_cls: 1.1723, loss: 1.1723, grad_norm: 5.5309 2021-02-11 04:34:31,973 - mmaction - INFO - Epoch [25][1840/3757] lr: 1.000e-03, eta: 12:59:24, time: 0.444, data_time: 0.078, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8773, loss_cls: 1.2334, loss: 1.2334, grad_norm: 5.6179 2021-02-11 04:34:40,599 - mmaction - INFO - Epoch [25][1860/3757] lr: 1.000e-03, eta: 12:59:13, time: 0.429, data_time: 0.028, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8812, loss_cls: 1.2273, loss: 1.2273, grad_norm: 5.6271 2021-02-11 04:34:49,522 - mmaction - INFO - Epoch [25][1880/3757] lr: 1.000e-03, eta: 12:59:03, time: 0.446, data_time: 0.060, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.2292, loss: 1.2292, grad_norm: 5.7260 2021-02-11 04:34:57,642 - mmaction - INFO - Epoch [25][1900/3757] lr: 1.000e-03, eta: 12:58:51, time: 0.407, data_time: 0.035, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8938, loss_cls: 1.1903, loss: 1.1903, grad_norm: 5.6505 2021-02-11 04:35:08,280 - mmaction - INFO - Epoch [25][1920/3757] lr: 1.000e-03, eta: 12:58:42, time: 0.528, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.4432 2021-02-11 04:35:16,616 - mmaction - INFO - Epoch [25][1940/3757] lr: 1.000e-03, eta: 12:58:31, time: 0.420, data_time: 0.006, memory: 7076, top1_acc: 0.6828, top5_acc: 0.8758, loss_cls: 1.2273, loss: 1.2273, grad_norm: 5.6461 2021-02-11 04:35:24,926 - mmaction - INFO - Epoch [25][1960/3757] lr: 1.000e-03, eta: 12:58:20, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8938, loss_cls: 1.1501, loss: 1.1501, grad_norm: 5.4295 2021-02-11 04:35:33,942 - mmaction - INFO - Epoch [25][1980/3757] lr: 1.000e-03, eta: 12:58:09, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1386, loss: 1.1386, grad_norm: 5.3661 2021-02-11 04:35:43,303 - mmaction - INFO - Epoch [25][2000/3757] lr: 1.000e-03, eta: 12:57:59, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.1730, loss: 1.1730, grad_norm: 5.4854 2021-02-11 04:35:52,117 - mmaction - INFO - Epoch [25][2020/3757] lr: 1.000e-03, eta: 12:57:48, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2612, loss: 1.2612, grad_norm: 5.5922 2021-02-11 04:36:00,503 - mmaction - INFO - Epoch [25][2040/3757] lr: 1.000e-03, eta: 12:57:37, time: 0.422, data_time: 0.004, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8969, loss_cls: 1.1319, loss: 1.1319, grad_norm: 5.4063 2021-02-11 04:36:09,781 - mmaction - INFO - Epoch [25][2060/3757] lr: 1.000e-03, eta: 12:57:27, time: 0.463, data_time: 0.016, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8891, loss_cls: 1.1833, loss: 1.1833, grad_norm: 5.6991 2021-02-11 04:36:18,269 - mmaction - INFO - Epoch [25][2080/3757] lr: 1.000e-03, eta: 12:57:16, time: 0.424, data_time: 0.002, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8953, loss_cls: 1.1766, loss: 1.1766, grad_norm: 5.5472 2021-02-11 04:36:28,012 - mmaction - INFO - Epoch [25][2100/3757] lr: 1.000e-03, eta: 12:57:06, time: 0.485, data_time: 0.003, memory: 7076, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.2589, loss: 1.2589, grad_norm: 5.5415 2021-02-11 04:36:36,496 - mmaction - INFO - Epoch [25][2120/3757] lr: 1.000e-03, eta: 12:56:55, time: 0.427, data_time: 0.036, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.3011, loss: 1.3011, grad_norm: 5.7211 2021-02-11 04:36:44,275 - mmaction - INFO - Epoch [25][2140/3757] lr: 1.000e-03, eta: 12:56:43, time: 0.390, data_time: 0.003, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.2229, loss: 1.2229, grad_norm: 5.5283 2021-02-11 04:36:53,817 - mmaction - INFO - Epoch [25][2160/3757] lr: 1.000e-03, eta: 12:56:33, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.2046, loss: 1.2046, grad_norm: 5.4490 2021-02-11 04:37:03,092 - mmaction - INFO - Epoch [25][2180/3757] lr: 1.000e-03, eta: 12:56:23, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8945, loss_cls: 1.1936, loss: 1.1936, grad_norm: 5.4815 2021-02-11 04:37:12,095 - mmaction - INFO - Epoch [25][2200/3757] lr: 1.000e-03, eta: 12:56:12, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.1043, loss: 1.1043, grad_norm: 5.3019 2021-02-11 04:37:20,350 - mmaction - INFO - Epoch [25][2220/3757] lr: 1.000e-03, eta: 12:56:01, time: 0.415, data_time: 0.005, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8898, loss_cls: 1.1975, loss: 1.1975, grad_norm: 5.6154 2021-02-11 04:37:29,541 - mmaction - INFO - Epoch [25][2240/3757] lr: 1.000e-03, eta: 12:55:51, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2014, loss: 1.2014, grad_norm: 5.7567 2021-02-11 04:37:37,734 - mmaction - INFO - Epoch [25][2260/3757] lr: 1.000e-03, eta: 12:55:40, time: 0.409, data_time: 0.001, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.2082, loss: 1.2082, grad_norm: 5.4445 2021-02-11 04:37:47,212 - mmaction - INFO - Epoch [25][2280/3757] lr: 1.000e-03, eta: 12:55:29, time: 0.474, data_time: 0.003, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8750, loss_cls: 1.2528, loss: 1.2528, grad_norm: 5.5753 2021-02-11 04:37:54,960 - mmaction - INFO - Epoch [25][2300/3757] lr: 1.000e-03, eta: 12:55:18, time: 0.388, data_time: 0.002, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.6203 2021-02-11 04:38:03,472 - mmaction - INFO - Epoch [25][2320/3757] lr: 1.000e-03, eta: 12:55:07, time: 0.425, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8992, loss_cls: 1.1200, loss: 1.1200, grad_norm: 5.4007 2021-02-11 04:38:12,406 - mmaction - INFO - Epoch [25][2340/3757] lr: 1.000e-03, eta: 12:54:56, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1505, loss: 1.1505, grad_norm: 5.3350 2021-02-11 04:38:21,565 - mmaction - INFO - Epoch [25][2360/3757] lr: 1.000e-03, eta: 12:54:46, time: 0.458, data_time: 0.003, memory: 7076, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.2802, loss: 1.2802, grad_norm: 5.6298 2021-02-11 04:38:30,096 - mmaction - INFO - Epoch [25][2380/3757] lr: 1.000e-03, eta: 12:54:35, time: 0.424, data_time: 0.003, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1322, loss: 1.1322, grad_norm: 5.2949 2021-02-11 04:38:39,457 - mmaction - INFO - Epoch [25][2400/3757] lr: 1.000e-03, eta: 12:54:24, time: 0.472, data_time: 0.039, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.1645, loss: 1.1645, grad_norm: 5.3695 2021-02-11 04:38:50,435 - mmaction - INFO - Epoch [25][2420/3757] lr: 1.000e-03, eta: 12:54:16, time: 0.547, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8961, loss_cls: 1.1996, loss: 1.1996, grad_norm: 5.6760 2021-02-11 04:38:58,578 - mmaction - INFO - Epoch [25][2440/3757] lr: 1.000e-03, eta: 12:54:05, time: 0.407, data_time: 0.039, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2070, loss: 1.2070, grad_norm: 5.5672 2021-02-11 04:39:08,273 - mmaction - INFO - Epoch [25][2460/3757] lr: 1.000e-03, eta: 12:53:55, time: 0.483, data_time: 0.036, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1968, loss: 1.1968, grad_norm: 5.6027 2021-02-11 04:39:16,234 - mmaction - INFO - Epoch [25][2480/3757] lr: 1.000e-03, eta: 12:53:43, time: 0.401, data_time: 0.006, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8938, loss_cls: 1.1873, loss: 1.1873, grad_norm: 5.6202 2021-02-11 04:39:25,288 - mmaction - INFO - Epoch [25][2500/3757] lr: 1.000e-03, eta: 12:53:33, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1429, loss: 1.1429, grad_norm: 5.3670 2021-02-11 04:39:33,651 - mmaction - INFO - Epoch [25][2520/3757] lr: 1.000e-03, eta: 12:53:22, time: 0.419, data_time: 0.011, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1697, loss: 1.1697, grad_norm: 5.3753 2021-02-11 04:39:42,591 - mmaction - INFO - Epoch [25][2540/3757] lr: 1.000e-03, eta: 12:53:11, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8859, loss_cls: 1.1919, loss: 1.1919, grad_norm: 5.5443 2021-02-11 04:39:51,664 - mmaction - INFO - Epoch [25][2560/3757] lr: 1.000e-03, eta: 12:53:00, time: 0.453, data_time: 0.008, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8891, loss_cls: 1.2125, loss: 1.2125, grad_norm: 5.5946 2021-02-11 04:40:00,258 - mmaction - INFO - Epoch [25][2580/3757] lr: 1.000e-03, eta: 12:52:50, time: 0.431, data_time: 0.062, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1844, loss: 1.1844, grad_norm: 5.4971 2021-02-11 04:40:08,932 - mmaction - INFO - Epoch [25][2600/3757] lr: 1.000e-03, eta: 12:52:39, time: 0.433, data_time: 0.015, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8922, loss_cls: 1.1195, loss: 1.1195, grad_norm: 5.4520 2021-02-11 04:40:18,956 - mmaction - INFO - Epoch [25][2620/3757] lr: 1.000e-03, eta: 12:52:29, time: 0.502, data_time: 0.020, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8914, loss_cls: 1.1862, loss: 1.1862, grad_norm: 5.6174 2021-02-11 04:40:26,677 - mmaction - INFO - Epoch [25][2640/3757] lr: 1.000e-03, eta: 12:52:17, time: 0.386, data_time: 0.005, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8938, loss_cls: 1.1888, loss: 1.1888, grad_norm: 5.4610 2021-02-11 04:40:35,521 - mmaction - INFO - Epoch [25][2660/3757] lr: 1.000e-03, eta: 12:52:07, time: 0.441, data_time: 0.005, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.1695, loss: 1.1695, grad_norm: 5.5765 2021-02-11 04:40:45,482 - mmaction - INFO - Epoch [25][2680/3757] lr: 1.000e-03, eta: 12:51:57, time: 0.496, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2699, loss: 1.2699, grad_norm: 5.7386 2021-02-11 04:40:54,362 - mmaction - INFO - Epoch [25][2700/3757] lr: 1.000e-03, eta: 12:51:47, time: 0.446, data_time: 0.005, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8914, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.6708 2021-02-11 04:41:03,522 - mmaction - INFO - Epoch [25][2720/3757] lr: 1.000e-03, eta: 12:51:36, time: 0.456, data_time: 0.004, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.1517, loss: 1.1517, grad_norm: 5.5479 2021-02-11 04:41:12,511 - mmaction - INFO - Epoch [25][2740/3757] lr: 1.000e-03, eta: 12:51:26, time: 0.450, data_time: 0.004, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8977, loss_cls: 1.1191, loss: 1.1191, grad_norm: 5.3214 2021-02-11 04:41:21,333 - mmaction - INFO - Epoch [25][2760/3757] lr: 1.000e-03, eta: 12:51:15, time: 0.442, data_time: 0.004, memory: 7076, top1_acc: 0.6664, top5_acc: 0.8773, loss_cls: 1.2864, loss: 1.2864, grad_norm: 5.7700 2021-02-11 04:41:30,204 - mmaction - INFO - Epoch [25][2780/3757] lr: 1.000e-03, eta: 12:51:04, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8922, loss_cls: 1.1902, loss: 1.1902, grad_norm: 5.6243 2021-02-11 04:41:39,281 - mmaction - INFO - Epoch [25][2800/3757] lr: 1.000e-03, eta: 12:50:54, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8984, loss_cls: 1.2075, loss: 1.2075, grad_norm: 5.4579 2021-02-11 04:41:47,453 - mmaction - INFO - Epoch [25][2820/3757] lr: 1.000e-03, eta: 12:50:42, time: 0.408, data_time: 0.002, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8930, loss_cls: 1.1847, loss: 1.1847, grad_norm: 5.7490 2021-02-11 04:41:56,562 - mmaction - INFO - Epoch [25][2840/3757] lr: 1.000e-03, eta: 12:50:32, time: 0.450, data_time: 0.020, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2039, loss: 1.2039, grad_norm: 5.7038 2021-02-11 04:42:04,584 - mmaction - INFO - Epoch [25][2860/3757] lr: 1.000e-03, eta: 12:50:21, time: 0.406, data_time: 0.006, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.2257, loss: 1.2257, grad_norm: 5.5384 2021-02-11 04:42:13,242 - mmaction - INFO - Epoch [25][2880/3757] lr: 1.000e-03, eta: 12:50:10, time: 0.433, data_time: 0.001, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8828, loss_cls: 1.2496, loss: 1.2496, grad_norm: 5.7344 2021-02-11 04:42:22,325 - mmaction - INFO - Epoch [25][2900/3757] lr: 1.000e-03, eta: 12:49:59, time: 0.452, data_time: 0.004, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.2009, loss: 1.2009, grad_norm: 5.5722 2021-02-11 04:42:31,300 - mmaction - INFO - Epoch [25][2920/3757] lr: 1.000e-03, eta: 12:49:49, time: 0.450, data_time: 0.032, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.1792, loss: 1.1792, grad_norm: 5.4041 2021-02-11 04:42:39,886 - mmaction - INFO - Epoch [25][2940/3757] lr: 1.000e-03, eta: 12:49:38, time: 0.428, data_time: 0.034, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2422, loss: 1.2422, grad_norm: 5.6749 2021-02-11 04:42:49,207 - mmaction - INFO - Epoch [25][2960/3757] lr: 1.000e-03, eta: 12:49:28, time: 0.465, data_time: 0.004, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8922, loss_cls: 1.1814, loss: 1.1814, grad_norm: 5.5185 2021-02-11 04:42:57,212 - mmaction - INFO - Epoch [25][2980/3757] lr: 1.000e-03, eta: 12:49:16, time: 0.403, data_time: 0.017, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1903, loss: 1.1903, grad_norm: 5.4881 2021-02-11 04:43:06,230 - mmaction - INFO - Epoch [25][3000/3757] lr: 1.000e-03, eta: 12:49:06, time: 0.451, data_time: 0.004, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.1340, loss: 1.1340, grad_norm: 5.4652 2021-02-11 04:43:15,036 - mmaction - INFO - Epoch [25][3020/3757] lr: 1.000e-03, eta: 12:48:55, time: 0.441, data_time: 0.046, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8680, loss_cls: 1.2093, loss: 1.2093, grad_norm: 5.5614 2021-02-11 04:43:24,116 - mmaction - INFO - Epoch [25][3040/3757] lr: 1.000e-03, eta: 12:48:44, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8758, loss_cls: 1.2897, loss: 1.2897, grad_norm: 5.6939 2021-02-11 04:43:32,874 - mmaction - INFO - Epoch [25][3060/3757] lr: 1.000e-03, eta: 12:48:34, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8891, loss_cls: 1.1626, loss: 1.1626, grad_norm: 5.4982 2021-02-11 04:43:41,347 - mmaction - INFO - Epoch [25][3080/3757] lr: 1.000e-03, eta: 12:48:23, time: 0.424, data_time: 0.002, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8664, loss_cls: 1.2649, loss: 1.2649, grad_norm: 5.6348 2021-02-11 04:43:50,366 - mmaction - INFO - Epoch [25][3100/3757] lr: 1.000e-03, eta: 12:48:12, time: 0.451, data_time: 0.052, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8820, loss_cls: 1.1986, loss: 1.1986, grad_norm: 5.5422 2021-02-11 04:44:01,040 - mmaction - INFO - Epoch [25][3120/3757] lr: 1.000e-03, eta: 12:48:03, time: 0.530, data_time: 0.025, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8875, loss_cls: 1.1809, loss: 1.1809, grad_norm: 5.7029 2021-02-11 04:44:09,527 - mmaction - INFO - Epoch [25][3140/3757] lr: 1.000e-03, eta: 12:47:52, time: 0.425, data_time: 0.005, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1406, loss: 1.1406, grad_norm: 5.4602 2021-02-11 04:44:19,831 - mmaction - INFO - Epoch [25][3160/3757] lr: 1.000e-03, eta: 12:47:43, time: 0.515, data_time: 0.004, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1996, loss: 1.1996, grad_norm: 5.5598 2021-02-11 04:44:27,902 - mmaction - INFO - Epoch [25][3180/3757] lr: 1.000e-03, eta: 12:47:32, time: 0.404, data_time: 0.003, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.1915, loss: 1.1915, grad_norm: 5.6104 2021-02-11 04:44:37,758 - mmaction - INFO - Epoch [25][3200/3757] lr: 1.000e-03, eta: 12:47:22, time: 0.494, data_time: 0.056, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.2300, loss: 1.2300, grad_norm: 5.7225 2021-02-11 04:44:45,722 - mmaction - INFO - Epoch [25][3220/3757] lr: 1.000e-03, eta: 12:47:11, time: 0.398, data_time: 0.002, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8797, loss_cls: 1.2565, loss: 1.2565, grad_norm: 5.6585 2021-02-11 04:44:54,371 - mmaction - INFO - Epoch [25][3240/3757] lr: 1.000e-03, eta: 12:47:00, time: 0.433, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1649, loss: 1.1649, grad_norm: 5.3941 2021-02-11 04:45:03,222 - mmaction - INFO - Epoch [25][3260/3757] lr: 1.000e-03, eta: 12:46:49, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2179, loss: 1.2179, grad_norm: 5.4171 2021-02-11 04:45:12,264 - mmaction - INFO - Epoch [25][3280/3757] lr: 1.000e-03, eta: 12:46:39, time: 0.455, data_time: 0.007, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1689, loss: 1.1689, grad_norm: 5.4459 2021-02-11 04:45:21,136 - mmaction - INFO - Epoch [25][3300/3757] lr: 1.000e-03, eta: 12:46:28, time: 0.442, data_time: 0.001, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2764, loss: 1.2764, grad_norm: 5.4953 2021-02-11 04:45:29,417 - mmaction - INFO - Epoch [25][3320/3757] lr: 1.000e-03, eta: 12:46:17, time: 0.415, data_time: 0.002, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8633, loss_cls: 1.2600, loss: 1.2600, grad_norm: 5.6624 2021-02-11 04:45:40,678 - mmaction - INFO - Epoch [25][3340/3757] lr: 1.000e-03, eta: 12:46:08, time: 0.556, data_time: 0.052, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1424, loss: 1.1424, grad_norm: 5.2921 2021-02-11 04:45:48,167 - mmaction - INFO - Epoch [25][3360/3757] lr: 1.000e-03, eta: 12:45:57, time: 0.381, data_time: 0.009, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8852, loss_cls: 1.2222, loss: 1.2222, grad_norm: 5.7853 2021-02-11 04:45:58,814 - mmaction - INFO - Epoch [25][3380/3757] lr: 1.000e-03, eta: 12:45:48, time: 0.532, data_time: 0.003, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.5228 2021-02-11 04:46:06,247 - mmaction - INFO - Epoch [25][3400/3757] lr: 1.000e-03, eta: 12:45:36, time: 0.371, data_time: 0.003, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8711, loss_cls: 1.1747, loss: 1.1747, grad_norm: 5.4580 2021-02-11 04:46:15,203 - mmaction - INFO - Epoch [25][3420/3757] lr: 1.000e-03, eta: 12:45:25, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2363, loss: 1.2363, grad_norm: 5.6162 2021-02-11 04:46:23,853 - mmaction - INFO - Epoch [25][3440/3757] lr: 1.000e-03, eta: 12:45:14, time: 0.432, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.1908, loss: 1.1908, grad_norm: 5.5142 2021-02-11 04:46:32,485 - mmaction - INFO - Epoch [25][3460/3757] lr: 1.000e-03, eta: 12:45:03, time: 0.431, data_time: 0.005, memory: 7076, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.2101, loss: 1.2101, grad_norm: 5.5017 2021-02-11 04:46:41,106 - mmaction - INFO - Epoch [25][3480/3757] lr: 1.000e-03, eta: 12:44:53, time: 0.432, data_time: 0.023, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.1861, loss: 1.1861, grad_norm: 5.6128 2021-02-11 04:46:50,643 - mmaction - INFO - Epoch [25][3500/3757] lr: 1.000e-03, eta: 12:44:43, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2351, loss: 1.2351, grad_norm: 5.5931 2021-02-11 04:46:59,113 - mmaction - INFO - Epoch [25][3520/3757] lr: 1.000e-03, eta: 12:44:32, time: 0.422, data_time: 0.002, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8836, loss_cls: 1.2158, loss: 1.2158, grad_norm: 5.5793 2021-02-11 04:47:07,811 - mmaction - INFO - Epoch [25][3540/3757] lr: 1.000e-03, eta: 12:44:21, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8820, loss_cls: 1.2295, loss: 1.2295, grad_norm: 5.6549 2021-02-11 04:47:17,639 - mmaction - INFO - Epoch [25][3560/3757] lr: 1.000e-03, eta: 12:44:11, time: 0.492, data_time: 0.003, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2237, loss: 1.2237, grad_norm: 5.3369 2021-02-11 04:47:25,077 - mmaction - INFO - Epoch [25][3580/3757] lr: 1.000e-03, eta: 12:43:59, time: 0.372, data_time: 0.000, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8773, loss_cls: 1.2225, loss: 1.2225, grad_norm: 5.6341 2021-02-11 04:47:34,074 - mmaction - INFO - Epoch [25][3600/3757] lr: 1.000e-03, eta: 12:43:49, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8898, loss_cls: 1.1874, loss: 1.1874, grad_norm: 5.5579 2021-02-11 04:47:42,410 - mmaction - INFO - Epoch [25][3620/3757] lr: 1.000e-03, eta: 12:43:37, time: 0.417, data_time: 0.003, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8906, loss_cls: 1.1690, loss: 1.1690, grad_norm: 5.6126 2021-02-11 04:47:51,929 - mmaction - INFO - Epoch [25][3640/3757] lr: 1.000e-03, eta: 12:43:27, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1511, loss: 1.1511, grad_norm: 5.3978 2021-02-11 04:48:00,250 - mmaction - INFO - Epoch [25][3660/3757] lr: 1.000e-03, eta: 12:43:16, time: 0.416, data_time: 0.001, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8859, loss_cls: 1.1954, loss: 1.1954, grad_norm: 5.5012 2021-02-11 04:48:08,580 - mmaction - INFO - Epoch [25][3680/3757] lr: 1.000e-03, eta: 12:43:05, time: 0.416, data_time: 0.003, memory: 7076, top1_acc: 0.6828, top5_acc: 0.8734, loss_cls: 1.2707, loss: 1.2707, grad_norm: 5.7579 2021-02-11 04:48:17,327 - mmaction - INFO - Epoch [25][3700/3757] lr: 1.000e-03, eta: 12:42:54, time: 0.437, data_time: 0.002, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2499, loss: 1.2499, grad_norm: 5.7630 2021-02-11 04:48:25,279 - mmaction - INFO - Epoch [25][3720/3757] lr: 1.000e-03, eta: 12:42:43, time: 0.399, data_time: 0.003, memory: 7076, top1_acc: 0.6828, top5_acc: 0.8836, loss_cls: 1.2131, loss: 1.2131, grad_norm: 5.6283 2021-02-11 04:48:34,241 - mmaction - INFO - Epoch [25][3740/3757] lr: 1.000e-03, eta: 12:42:32, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8641, loss_cls: 1.2393, loss: 1.2393, grad_norm: 5.6089 2021-02-11 04:48:50,040 - mmaction - INFO - Saving checkpoint at 25 epochs 2021-02-11 04:53:14,999 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-02-11 04:53:15,771 - mmaction - INFO - top1_acc 0.6839 top5_acc 0.8856 2021-02-11 04:53:15,771 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-02-11 04:53:15,809 - mmaction - INFO - mean_acc 0.6838 2021-02-11 04:53:15,816 - mmaction - INFO - Epoch(val) [25][3757] top1_acc: 0.6839, top5_acc: 0.8856, mean_class_accuracy: 0.6838 2021-02-11 04:55:04,433 - mmaction - INFO - Epoch [26][20/3757] lr: 1.000e-03, eta: 12:43:45, time: 5.429, data_time: 4.954, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8867, loss_cls: 1.2037, loss: 1.2037, grad_norm: 5.4961 2021-02-11 04:55:13,288 - mmaction - INFO - Epoch [26][40/3757] lr: 1.000e-03, eta: 12:43:34, time: 0.443, data_time: 0.017, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8898, loss_cls: 1.1300, loss: 1.1300, grad_norm: 5.1967 2021-02-11 04:55:21,721 - mmaction - INFO - Epoch [26][60/3757] lr: 1.000e-03, eta: 12:43:23, time: 0.422, data_time: 0.032, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8945, loss_cls: 1.1556, loss: 1.1556, grad_norm: 5.3941 2021-02-11 04:55:30,536 - mmaction - INFO - Epoch [26][80/3757] lr: 1.000e-03, eta: 12:43:12, time: 0.440, data_time: 0.060, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8828, loss_cls: 1.2149, loss: 1.2149, grad_norm: 5.4902 2021-02-11 04:55:40,055 - mmaction - INFO - Epoch [26][100/3757] lr: 1.000e-03, eta: 12:43:02, time: 0.477, data_time: 0.027, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8977, loss_cls: 1.1546, loss: 1.1546, grad_norm: 5.6968 2021-02-11 04:55:48,484 - mmaction - INFO - Epoch [26][120/3757] lr: 1.000e-03, eta: 12:42:51, time: 0.419, data_time: 0.024, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1869, loss: 1.1869, grad_norm: 5.4545 2021-02-11 04:55:56,483 - mmaction - INFO - Epoch [26][140/3757] lr: 1.000e-03, eta: 12:42:40, time: 0.401, data_time: 0.049, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2389, loss: 1.2389, grad_norm: 5.5784 2021-02-11 04:56:05,597 - mmaction - INFO - Epoch [26][160/3757] lr: 1.000e-03, eta: 12:42:29, time: 0.456, data_time: 0.092, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.1947, loss: 1.1947, grad_norm: 5.4872 2021-02-11 04:56:15,132 - mmaction - INFO - Epoch [26][180/3757] lr: 1.000e-03, eta: 12:42:19, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.6742, top5_acc: 0.8750, loss_cls: 1.2804, loss: 1.2804, grad_norm: 5.5985 2021-02-11 04:56:23,131 - mmaction - INFO - Epoch [26][200/3757] lr: 1.000e-03, eta: 12:42:08, time: 0.401, data_time: 0.004, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8898, loss_cls: 1.1566, loss: 1.1566, grad_norm: 5.3114 2021-02-11 04:56:32,034 - mmaction - INFO - Epoch [26][220/3757] lr: 1.000e-03, eta: 12:41:57, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1746, loss: 1.1746, grad_norm: 5.5483 2021-02-11 04:56:41,113 - mmaction - INFO - Epoch [26][240/3757] lr: 1.000e-03, eta: 12:41:47, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2068, loss: 1.2068, grad_norm: 5.5371 2021-02-11 04:56:50,749 - mmaction - INFO - Epoch [26][260/3757] lr: 1.000e-03, eta: 12:41:37, time: 0.482, data_time: 0.002, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8984, loss_cls: 1.1470, loss: 1.1470, grad_norm: 5.3846 2021-02-11 04:56:59,152 - mmaction - INFO - Epoch [26][280/3757] lr: 1.000e-03, eta: 12:41:26, time: 0.420, data_time: 0.003, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8922, loss_cls: 1.1739, loss: 1.1739, grad_norm: 5.4185 2021-02-11 04:57:07,298 - mmaction - INFO - Epoch [26][300/3757] lr: 1.000e-03, eta: 12:41:14, time: 0.407, data_time: 0.002, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1764, loss: 1.1764, grad_norm: 5.4828 2021-02-11 04:57:16,519 - mmaction - INFO - Epoch [26][320/3757] lr: 1.000e-03, eta: 12:41:04, time: 0.459, data_time: 0.008, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1303, loss: 1.1303, grad_norm: 5.3586 2021-02-11 04:57:24,973 - mmaction - INFO - Epoch [26][340/3757] lr: 1.000e-03, eta: 12:40:53, time: 0.424, data_time: 0.007, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8906, loss_cls: 1.1779, loss: 1.1779, grad_norm: 5.6464 2021-02-11 04:57:34,428 - mmaction - INFO - Epoch [26][360/3757] lr: 1.000e-03, eta: 12:40:43, time: 0.473, data_time: 0.054, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1893, loss: 1.1893, grad_norm: 5.7024 2021-02-11 04:57:43,153 - mmaction - INFO - Epoch [26][380/3757] lr: 1.000e-03, eta: 12:40:32, time: 0.438, data_time: 0.076, memory: 7076, top1_acc: 0.7133, top5_acc: 0.9094, loss_cls: 1.1199, loss: 1.1199, grad_norm: 5.6796 2021-02-11 04:57:54,000 - mmaction - INFO - Epoch [26][400/3757] lr: 1.000e-03, eta: 12:40:24, time: 0.538, data_time: 0.121, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1658, loss: 1.1658, grad_norm: 5.5483 2021-02-11 04:58:02,251 - mmaction - INFO - Epoch [26][420/3757] lr: 1.000e-03, eta: 12:40:12, time: 0.417, data_time: 0.007, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1660, loss: 1.1660, grad_norm: 5.4491 2021-02-11 04:58:12,484 - mmaction - INFO - Epoch [26][440/3757] lr: 1.000e-03, eta: 12:40:03, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8914, loss_cls: 1.1509, loss: 1.1509, grad_norm: 5.4899 2021-02-11 04:58:20,089 - mmaction - INFO - Epoch [26][460/3757] lr: 1.000e-03, eta: 12:39:51, time: 0.382, data_time: 0.004, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1166, loss: 1.1166, grad_norm: 5.4305 2021-02-11 04:58:31,062 - mmaction - INFO - Epoch [26][480/3757] lr: 1.000e-03, eta: 12:39:43, time: 0.548, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2080, loss: 1.2080, grad_norm: 5.6200 2021-02-11 04:58:39,081 - mmaction - INFO - Epoch [26][500/3757] lr: 1.000e-03, eta: 12:39:31, time: 0.401, data_time: 0.003, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.1012, loss: 1.1012, grad_norm: 5.4923 2021-02-11 04:58:47,515 - mmaction - INFO - Epoch [26][520/3757] lr: 1.000e-03, eta: 12:39:20, time: 0.422, data_time: 0.002, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8867, loss_cls: 1.1612, loss: 1.1612, grad_norm: 5.6707 2021-02-11 04:58:56,072 - mmaction - INFO - Epoch [26][540/3757] lr: 1.000e-03, eta: 12:39:09, time: 0.428, data_time: 0.008, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8867, loss_cls: 1.2479, loss: 1.2479, grad_norm: 5.9474 2021-02-11 04:59:04,826 - mmaction - INFO - Epoch [26][560/3757] lr: 1.000e-03, eta: 12:38:58, time: 0.437, data_time: 0.024, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8977, loss_cls: 1.1470, loss: 1.1470, grad_norm: 5.5026 2021-02-11 04:59:13,427 - mmaction - INFO - Epoch [26][580/3757] lr: 1.000e-03, eta: 12:38:48, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1387, loss: 1.1387, grad_norm: 5.5678 2021-02-11 04:59:22,262 - mmaction - INFO - Epoch [26][600/3757] lr: 1.000e-03, eta: 12:38:37, time: 0.442, data_time: 0.028, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8820, loss_cls: 1.2035, loss: 1.2035, grad_norm: 5.6407 2021-02-11 04:59:31,127 - mmaction - INFO - Epoch [26][620/3757] lr: 1.000e-03, eta: 12:38:26, time: 0.442, data_time: 0.010, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8945, loss_cls: 1.1153, loss: 1.1153, grad_norm: 5.5976 2021-02-11 04:59:39,456 - mmaction - INFO - Epoch [26][640/3757] lr: 1.000e-03, eta: 12:38:15, time: 0.418, data_time: 0.003, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.1756, loss: 1.1756, grad_norm: 5.4593 2021-02-11 04:59:47,785 - mmaction - INFO - Epoch [26][660/3757] lr: 1.000e-03, eta: 12:38:04, time: 0.416, data_time: 0.001, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.1888, loss: 1.1888, grad_norm: 5.5555 2021-02-11 04:59:56,877 - mmaction - INFO - Epoch [26][680/3757] lr: 1.000e-03, eta: 12:37:54, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8930, loss_cls: 1.1658, loss: 1.1658, grad_norm: 5.6546 2021-02-11 05:00:05,131 - mmaction - INFO - Epoch [26][700/3757] lr: 1.000e-03, eta: 12:37:42, time: 0.410, data_time: 0.002, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8867, loss_cls: 1.1772, loss: 1.1772, grad_norm: 5.5911 2021-02-11 05:00:13,645 - mmaction - INFO - Epoch [26][720/3757] lr: 1.000e-03, eta: 12:37:31, time: 0.429, data_time: 0.063, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.1745, loss: 1.1745, grad_norm: 5.5251 2021-02-11 05:00:23,134 - mmaction - INFO - Epoch [26][740/3757] lr: 1.000e-03, eta: 12:37:21, time: 0.474, data_time: 0.012, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1093, loss: 1.1093, grad_norm: 5.4686 2021-02-11 05:00:30,835 - mmaction - INFO - Epoch [26][760/3757] lr: 1.000e-03, eta: 12:37:10, time: 0.385, data_time: 0.002, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1855, loss: 1.1855, grad_norm: 5.6259 2021-02-11 05:00:42,020 - mmaction - INFO - Epoch [26][780/3757] lr: 1.000e-03, eta: 12:37:01, time: 0.559, data_time: 0.006, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.1976, loss: 1.1976, grad_norm: 5.6424 2021-02-11 05:00:49,492 - mmaction - INFO - Epoch [26][800/3757] lr: 1.000e-03, eta: 12:36:49, time: 0.374, data_time: 0.003, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1528, loss: 1.1528, grad_norm: 5.4472 2021-02-11 05:00:59,572 - mmaction - INFO - Epoch [26][820/3757] lr: 1.000e-03, eta: 12:36:40, time: 0.503, data_time: 0.002, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1634, loss: 1.1634, grad_norm: 5.4600 2021-02-11 05:01:08,373 - mmaction - INFO - Epoch [26][840/3757] lr: 1.000e-03, eta: 12:36:29, time: 0.441, data_time: 0.003, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8922, loss_cls: 1.1481, loss: 1.1481, grad_norm: 5.5586 2021-02-11 05:01:17,181 - mmaction - INFO - Epoch [26][860/3757] lr: 1.000e-03, eta: 12:36:18, time: 0.440, data_time: 0.002, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8867, loss_cls: 1.1554, loss: 1.1554, grad_norm: 5.4168 2021-02-11 05:01:25,947 - mmaction - INFO - Epoch [26][880/3757] lr: 1.000e-03, eta: 12:36:08, time: 0.437, data_time: 0.002, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8945, loss_cls: 1.1287, loss: 1.1287, grad_norm: 5.6549 2021-02-11 05:01:34,457 - mmaction - INFO - Epoch [26][900/3757] lr: 1.000e-03, eta: 12:35:57, time: 0.426, data_time: 0.030, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8789, loss_cls: 1.2352, loss: 1.2352, grad_norm: 5.7181 2021-02-11 05:01:43,768 - mmaction - INFO - Epoch [26][920/3757] lr: 1.000e-03, eta: 12:35:46, time: 0.464, data_time: 0.082, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2186, loss: 1.2186, grad_norm: 5.6152 2021-02-11 05:01:52,041 - mmaction - INFO - Epoch [26][940/3757] lr: 1.000e-03, eta: 12:35:35, time: 0.414, data_time: 0.052, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.1406, loss: 1.1406, grad_norm: 5.5840 2021-02-11 05:02:02,511 - mmaction - INFO - Epoch [26][960/3757] lr: 1.000e-03, eta: 12:35:26, time: 0.524, data_time: 0.019, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.2061, loss: 1.2061, grad_norm: 5.6509 2021-02-11 05:02:10,979 - mmaction - INFO - Epoch [26][980/3757] lr: 1.000e-03, eta: 12:35:15, time: 0.422, data_time: 0.050, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.1844, loss: 1.1844, grad_norm: 5.5228 2021-02-11 05:02:20,214 - mmaction - INFO - Epoch [26][1000/3757] lr: 1.000e-03, eta: 12:35:05, time: 0.461, data_time: 0.065, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1579, loss: 1.1579, grad_norm: 5.3558 2021-02-11 05:02:28,798 - mmaction - INFO - Epoch [26][1020/3757] lr: 1.000e-03, eta: 12:34:54, time: 0.430, data_time: 0.003, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2145, loss: 1.2145, grad_norm: 5.7243 2021-02-11 05:02:37,672 - mmaction - INFO - Epoch [26][1040/3757] lr: 1.000e-03, eta: 12:34:44, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.1083, loss: 1.1083, grad_norm: 5.3339 2021-02-11 05:02:46,263 - mmaction - INFO - Epoch [26][1060/3757] lr: 1.000e-03, eta: 12:34:33, time: 0.425, data_time: 0.003, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8711, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.7505 2021-02-11 05:02:55,219 - mmaction - INFO - Epoch [26][1080/3757] lr: 1.000e-03, eta: 12:34:22, time: 0.453, data_time: 0.007, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.1121, loss: 1.1121, grad_norm: 5.5748 2021-02-11 05:03:04,213 - mmaction - INFO - Epoch [26][1100/3757] lr: 1.000e-03, eta: 12:34:12, time: 0.449, data_time: 0.030, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1201, loss: 1.1201, grad_norm: 5.4949 2021-02-11 05:03:13,507 - mmaction - INFO - Epoch [26][1120/3757] lr: 1.000e-03, eta: 12:34:01, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8805, loss_cls: 1.2165, loss: 1.2165, grad_norm: 5.7233 2021-02-11 05:03:21,993 - mmaction - INFO - Epoch [26][1140/3757] lr: 1.000e-03, eta: 12:33:50, time: 0.425, data_time: 0.002, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8797, loss_cls: 1.2050, loss: 1.2050, grad_norm: 5.7051 2021-02-11 05:03:31,473 - mmaction - INFO - Epoch [26][1160/3757] lr: 1.000e-03, eta: 12:33:40, time: 0.474, data_time: 0.007, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9086, loss_cls: 1.0420, loss: 1.0420, grad_norm: 5.3576 2021-02-11 05:03:41,966 - mmaction - INFO - Epoch [26][1180/3757] lr: 1.000e-03, eta: 12:33:31, time: 0.522, data_time: 0.060, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1329, loss: 1.1329, grad_norm: 5.5499 2021-02-11 05:03:50,299 - mmaction - INFO - Epoch [26][1200/3757] lr: 1.000e-03, eta: 12:33:20, time: 0.419, data_time: 0.004, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1288, loss: 1.1288, grad_norm: 5.4226 2021-02-11 05:03:59,224 - mmaction - INFO - Epoch [26][1220/3757] lr: 1.000e-03, eta: 12:33:10, time: 0.445, data_time: 0.004, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8977, loss_cls: 1.1908, loss: 1.1908, grad_norm: 5.6522 2021-02-11 05:04:08,199 - mmaction - INFO - Epoch [26][1240/3757] lr: 1.000e-03, eta: 12:32:59, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1170, loss: 1.1170, grad_norm: 5.5065 2021-02-11 05:04:16,316 - mmaction - INFO - Epoch [26][1260/3757] lr: 1.000e-03, eta: 12:32:48, time: 0.405, data_time: 0.002, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8750, loss_cls: 1.2540, loss: 1.2540, grad_norm: 5.7006 2021-02-11 05:04:25,713 - mmaction - INFO - Epoch [26][1280/3757] lr: 1.000e-03, eta: 12:32:38, time: 0.469, data_time: 0.003, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1803, loss: 1.1803, grad_norm: 5.5168 2021-02-11 05:04:33,399 - mmaction - INFO - Epoch [26][1300/3757] lr: 1.000e-03, eta: 12:32:26, time: 0.385, data_time: 0.003, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8906, loss_cls: 1.1799, loss: 1.1799, grad_norm: 5.6709 2021-02-11 05:04:43,783 - mmaction - INFO - Epoch [26][1320/3757] lr: 1.000e-03, eta: 12:32:17, time: 0.517, data_time: 0.002, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.1665, loss: 1.1665, grad_norm: 5.4212 2021-02-11 05:04:52,333 - mmaction - INFO - Epoch [26][1340/3757] lr: 1.000e-03, eta: 12:32:06, time: 0.430, data_time: 0.005, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8797, loss_cls: 1.2747, loss: 1.2747, grad_norm: 5.8782 2021-02-11 05:05:01,615 - mmaction - INFO - Epoch [26][1360/3757] lr: 1.000e-03, eta: 12:31:56, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8930, loss_cls: 1.1853, loss: 1.1853, grad_norm: 5.7442 2021-02-11 05:05:10,989 - mmaction - INFO - Epoch [26][1380/3757] lr: 1.000e-03, eta: 12:31:46, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1345, loss: 1.1345, grad_norm: 5.3819 2021-02-11 05:05:19,003 - mmaction - INFO - Epoch [26][1400/3757] lr: 1.000e-03, eta: 12:31:34, time: 0.399, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.9008, loss_cls: 1.1498, loss: 1.1498, grad_norm: 5.5772 2021-02-11 05:05:27,435 - mmaction - INFO - Epoch [26][1420/3757] lr: 1.000e-03, eta: 12:31:23, time: 0.422, data_time: 0.028, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8820, loss_cls: 1.2563, loss: 1.2563, grad_norm: 5.7126 2021-02-11 05:05:36,274 - mmaction - INFO - Epoch [26][1440/3757] lr: 1.000e-03, eta: 12:31:13, time: 0.443, data_time: 0.022, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2296, loss: 1.2296, grad_norm: 5.7668 2021-02-11 05:05:45,349 - mmaction - INFO - Epoch [26][1460/3757] lr: 1.000e-03, eta: 12:31:02, time: 0.453, data_time: 0.034, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9016, loss_cls: 1.1216, loss: 1.1216, grad_norm: 5.6574 2021-02-11 05:05:54,661 - mmaction - INFO - Epoch [26][1480/3757] lr: 1.000e-03, eta: 12:30:52, time: 0.467, data_time: 0.003, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.0859, loss: 1.0859, grad_norm: 5.2532 2021-02-11 05:06:03,272 - mmaction - INFO - Epoch [26][1500/3757] lr: 1.000e-03, eta: 12:30:41, time: 0.430, data_time: 0.001, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8812, loss_cls: 1.1821, loss: 1.1821, grad_norm: 5.6197 2021-02-11 05:06:12,364 - mmaction - INFO - Epoch [26][1520/3757] lr: 1.000e-03, eta: 12:30:31, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.6243 2021-02-11 05:06:20,883 - mmaction - INFO - Epoch [26][1540/3757] lr: 1.000e-03, eta: 12:30:20, time: 0.423, data_time: 0.001, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1967, loss: 1.1967, grad_norm: 5.5581 2021-02-11 05:06:28,848 - mmaction - INFO - Epoch [26][1560/3757] lr: 1.000e-03, eta: 12:30:08, time: 0.401, data_time: 0.005, memory: 7076, top1_acc: 0.7109, top5_acc: 0.9000, loss_cls: 1.1169, loss: 1.1169, grad_norm: 5.6848 2021-02-11 05:06:37,301 - mmaction - INFO - Epoch [26][1580/3757] lr: 1.000e-03, eta: 12:29:57, time: 0.422, data_time: 0.003, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2211, loss: 1.2211, grad_norm: 5.6267 2021-02-11 05:06:46,291 - mmaction - INFO - Epoch [26][1600/3757] lr: 1.000e-03, eta: 12:29:47, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8844, loss_cls: 1.2058, loss: 1.2058, grad_norm: 5.6337 2021-02-11 05:06:54,553 - mmaction - INFO - Epoch [26][1620/3757] lr: 1.000e-03, eta: 12:29:36, time: 0.413, data_time: 0.025, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2705, loss: 1.2705, grad_norm: 5.7346 2021-02-11 05:07:04,930 - mmaction - INFO - Epoch [26][1640/3757] lr: 1.000e-03, eta: 12:29:27, time: 0.515, data_time: 0.004, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.1539, loss: 1.1539, grad_norm: 5.5156 2021-02-11 05:07:13,161 - mmaction - INFO - Epoch [26][1660/3757] lr: 1.000e-03, eta: 12:29:15, time: 0.416, data_time: 0.007, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.2117, loss: 1.2117, grad_norm: 5.5883 2021-02-11 05:07:22,760 - mmaction - INFO - Epoch [26][1680/3757] lr: 1.000e-03, eta: 12:29:05, time: 0.477, data_time: 0.008, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1788, loss: 1.1788, grad_norm: 5.6414 2021-02-11 05:07:30,539 - mmaction - INFO - Epoch [26][1700/3757] lr: 1.000e-03, eta: 12:28:54, time: 0.391, data_time: 0.032, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.2302, loss: 1.2302, grad_norm: 5.7815 2021-02-11 05:07:40,011 - mmaction - INFO - Epoch [26][1720/3757] lr: 1.000e-03, eta: 12:28:44, time: 0.474, data_time: 0.004, memory: 7076, top1_acc: 0.6805, top5_acc: 0.8812, loss_cls: 1.2006, loss: 1.2006, grad_norm: 5.5983 2021-02-11 05:07:48,071 - mmaction - INFO - Epoch [26][1740/3757] lr: 1.000e-03, eta: 12:28:32, time: 0.403, data_time: 0.001, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1453, loss: 1.1453, grad_norm: 5.5710 2021-02-11 05:07:56,627 - mmaction - INFO - Epoch [26][1760/3757] lr: 1.000e-03, eta: 12:28:22, time: 0.428, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8961, loss_cls: 1.1394, loss: 1.1394, grad_norm: 5.5790 2021-02-11 05:08:06,742 - mmaction - INFO - Epoch [26][1780/3757] lr: 1.000e-03, eta: 12:28:12, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2227, loss: 1.2227, grad_norm: 5.5966 2021-02-11 05:08:15,795 - mmaction - INFO - Epoch [26][1800/3757] lr: 1.000e-03, eta: 12:28:02, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3075, loss: 1.3075, grad_norm: 5.5697 2021-02-11 05:08:25,229 - mmaction - INFO - Epoch [26][1820/3757] lr: 1.000e-03, eta: 12:27:52, time: 0.472, data_time: 0.016, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.1121, loss: 1.1121, grad_norm: 5.4614 2021-02-11 05:08:34,036 - mmaction - INFO - Epoch [26][1840/3757] lr: 1.000e-03, eta: 12:27:41, time: 0.441, data_time: 0.005, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8859, loss_cls: 1.1784, loss: 1.1784, grad_norm: 5.6675 2021-02-11 05:08:43,823 - mmaction - INFO - Epoch [26][1860/3757] lr: 1.000e-03, eta: 12:27:31, time: 0.464, data_time: 0.003, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8891, loss_cls: 1.1601, loss: 1.1601, grad_norm: 5.6173 2021-02-11 05:08:51,129 - mmaction - INFO - Epoch [26][1880/3757] lr: 1.000e-03, eta: 12:27:19, time: 0.390, data_time: 0.027, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0947, loss: 1.0947, grad_norm: 5.2984 2021-02-11 05:09:00,250 - mmaction - INFO - Epoch [26][1900/3757] lr: 1.000e-03, eta: 12:27:09, time: 0.457, data_time: 0.082, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1854, loss: 1.1854, grad_norm: 5.5963 2021-02-11 05:09:08,482 - mmaction - INFO - Epoch [26][1920/3757] lr: 1.000e-03, eta: 12:26:58, time: 0.412, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.9062, loss_cls: 1.0971, loss: 1.0971, grad_norm: 5.5508 2021-02-11 05:09:16,952 - mmaction - INFO - Epoch [26][1940/3757] lr: 1.000e-03, eta: 12:26:47, time: 0.423, data_time: 0.004, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1758, loss: 1.1758, grad_norm: 5.5773 2021-02-11 05:09:25,911 - mmaction - INFO - Epoch [26][1960/3757] lr: 1.000e-03, eta: 12:26:36, time: 0.447, data_time: 0.003, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8859, loss_cls: 1.2105, loss: 1.2105, grad_norm: 5.6220 2021-02-11 05:09:35,039 - mmaction - INFO - Epoch [26][1980/3757] lr: 1.000e-03, eta: 12:26:26, time: 0.457, data_time: 0.092, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1774, loss: 1.1774, grad_norm: 5.6630 2021-02-11 05:09:44,126 - mmaction - INFO - Epoch [26][2000/3757] lr: 1.000e-03, eta: 12:26:16, time: 0.453, data_time: 0.015, memory: 7076, top1_acc: 0.7070, top5_acc: 0.9023, loss_cls: 1.1002, loss: 1.1002, grad_norm: 5.4493 2021-02-11 05:09:51,944 - mmaction - INFO - Epoch [26][2020/3757] lr: 1.000e-03, eta: 12:26:04, time: 0.391, data_time: 0.012, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8617, loss_cls: 1.2505, loss: 1.2505, grad_norm: 5.7301 2021-02-11 05:10:01,618 - mmaction - INFO - Epoch [26][2040/3757] lr: 1.000e-03, eta: 12:25:54, time: 0.482, data_time: 0.008, memory: 7076, top1_acc: 0.7398, top5_acc: 0.8938, loss_cls: 1.0632, loss: 1.0632, grad_norm: 5.3317 2021-02-11 05:10:10,600 - mmaction - INFO - Epoch [26][2060/3757] lr: 1.000e-03, eta: 12:25:44, time: 0.452, data_time: 0.010, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8867, loss_cls: 1.1912, loss: 1.1912, grad_norm: 5.6467 2021-02-11 05:10:18,478 - mmaction - INFO - Epoch [26][2080/3757] lr: 1.000e-03, eta: 12:25:32, time: 0.392, data_time: 0.002, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1182, loss: 1.1182, grad_norm: 5.5816 2021-02-11 05:10:27,673 - mmaction - INFO - Epoch [26][2100/3757] lr: 1.000e-03, eta: 12:25:22, time: 0.460, data_time: 0.003, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8977, loss_cls: 1.1791, loss: 1.1791, grad_norm: 5.5842 2021-02-11 05:10:36,163 - mmaction - INFO - Epoch [26][2120/3757] lr: 1.000e-03, eta: 12:25:11, time: 0.426, data_time: 0.003, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1186, loss: 1.1186, grad_norm: 5.5767 2021-02-11 05:10:45,746 - mmaction - INFO - Epoch [26][2140/3757] lr: 1.000e-03, eta: 12:25:01, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.6727, top5_acc: 0.8703, loss_cls: 1.2887, loss: 1.2887, grad_norm: 5.6678 2021-02-11 05:10:54,226 - mmaction - INFO - Epoch [26][2160/3757] lr: 1.000e-03, eta: 12:24:50, time: 0.425, data_time: 0.037, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.2119, loss: 1.2119, grad_norm: 5.6274 2021-02-11 05:11:03,438 - mmaction - INFO - Epoch [26][2180/3757] lr: 1.000e-03, eta: 12:24:40, time: 0.460, data_time: 0.015, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8828, loss_cls: 1.2257, loss: 1.2257, grad_norm: 5.6766 2021-02-11 05:11:11,980 - mmaction - INFO - Epoch [26][2200/3757] lr: 1.000e-03, eta: 12:24:29, time: 0.427, data_time: 0.003, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1584, loss: 1.1584, grad_norm: 5.6801 2021-02-11 05:11:21,047 - mmaction - INFO - Epoch [26][2220/3757] lr: 1.000e-03, eta: 12:24:19, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8914, loss_cls: 1.1793, loss: 1.1793, grad_norm: 5.6490 2021-02-11 05:11:29,783 - mmaction - INFO - Epoch [26][2240/3757] lr: 1.000e-03, eta: 12:24:08, time: 0.437, data_time: 0.004, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8891, loss_cls: 1.1603, loss: 1.1603, grad_norm: 5.6214 2021-02-11 05:11:37,670 - mmaction - INFO - Epoch [26][2260/3757] lr: 1.000e-03, eta: 12:23:56, time: 0.394, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8945, loss_cls: 1.1205, loss: 1.1205, grad_norm: 5.3754 2021-02-11 05:11:47,136 - mmaction - INFO - Epoch [26][2280/3757] lr: 1.000e-03, eta: 12:23:46, time: 0.474, data_time: 0.003, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.1529, loss: 1.1529, grad_norm: 5.5414 2021-02-11 05:11:56,226 - mmaction - INFO - Epoch [26][2300/3757] lr: 1.000e-03, eta: 12:23:36, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.2727, loss: 1.2727, grad_norm: 5.6915 2021-02-11 05:12:05,488 - mmaction - INFO - Epoch [26][2320/3757] lr: 1.000e-03, eta: 12:23:26, time: 0.463, data_time: 0.003, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1542, loss: 1.1542, grad_norm: 5.5768 2021-02-11 05:12:14,617 - mmaction - INFO - Epoch [26][2340/3757] lr: 1.000e-03, eta: 12:23:16, time: 0.456, data_time: 0.009, memory: 7076, top1_acc: 0.6859, top5_acc: 0.8773, loss_cls: 1.2727, loss: 1.2727, grad_norm: 5.7583 2021-02-11 05:12:22,643 - mmaction - INFO - Epoch [26][2360/3757] lr: 1.000e-03, eta: 12:23:04, time: 0.402, data_time: 0.002, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9031, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.4679 2021-02-11 05:12:31,875 - mmaction - INFO - Epoch [26][2380/3757] lr: 1.000e-03, eta: 12:22:54, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1490, loss: 1.1490, grad_norm: 5.5327 2021-02-11 05:12:41,962 - mmaction - INFO - Epoch [26][2400/3757] lr: 1.000e-03, eta: 12:22:45, time: 0.505, data_time: 0.014, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8922, loss_cls: 1.0914, loss: 1.0914, grad_norm: 5.4827 2021-02-11 05:12:50,298 - mmaction - INFO - Epoch [26][2420/3757] lr: 1.000e-03, eta: 12:22:34, time: 0.416, data_time: 0.006, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.1773, loss: 1.1773, grad_norm: 5.5387 2021-02-11 05:12:58,857 - mmaction - INFO - Epoch [26][2440/3757] lr: 1.000e-03, eta: 12:22:23, time: 0.429, data_time: 0.002, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1233, loss: 1.1233, grad_norm: 5.6021 2021-02-11 05:13:06,719 - mmaction - INFO - Epoch [26][2460/3757] lr: 1.000e-03, eta: 12:22:11, time: 0.392, data_time: 0.001, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.2119, loss: 1.2119, grad_norm: 5.6015 2021-02-11 05:13:15,868 - mmaction - INFO - Epoch [26][2480/3757] lr: 1.000e-03, eta: 12:22:01, time: 0.458, data_time: 0.004, memory: 7076, top1_acc: 0.7391, top5_acc: 0.8984, loss_cls: 1.0965, loss: 1.0965, grad_norm: 5.4273 2021-02-11 05:13:24,894 - mmaction - INFO - Epoch [26][2500/3757] lr: 1.000e-03, eta: 12:21:50, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8984, loss_cls: 1.1292, loss: 1.1292, grad_norm: 5.6166 2021-02-11 05:13:34,014 - mmaction - INFO - Epoch [26][2520/3757] lr: 1.000e-03, eta: 12:21:40, time: 0.458, data_time: 0.003, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2577, loss: 1.2577, grad_norm: 5.7647 2021-02-11 05:13:43,804 - mmaction - INFO - Epoch [26][2540/3757] lr: 1.000e-03, eta: 12:21:30, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.0746, loss: 1.0746, grad_norm: 5.4906 2021-02-11 05:13:52,614 - mmaction - INFO - Epoch [26][2560/3757] lr: 1.000e-03, eta: 12:21:20, time: 0.442, data_time: 0.004, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1458, loss: 1.1458, grad_norm: 5.4131 2021-02-11 05:14:00,724 - mmaction - INFO - Epoch [26][2580/3757] lr: 1.000e-03, eta: 12:21:09, time: 0.407, data_time: 0.004, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.5874 2021-02-11 05:14:09,701 - mmaction - INFO - Epoch [26][2600/3757] lr: 1.000e-03, eta: 12:20:58, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.2066, loss: 1.2066, grad_norm: 5.6808 2021-02-11 05:14:17,144 - mmaction - INFO - Epoch [26][2620/3757] lr: 1.000e-03, eta: 12:20:46, time: 0.377, data_time: 0.005, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8828, loss_cls: 1.1915, loss: 1.1915, grad_norm: 5.7073 2021-02-11 05:14:26,225 - mmaction - INFO - Epoch [26][2640/3757] lr: 1.000e-03, eta: 12:20:36, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2076, loss: 1.2076, grad_norm: 5.8472 2021-02-11 05:14:34,467 - mmaction - INFO - Epoch [26][2660/3757] lr: 1.000e-03, eta: 12:20:25, time: 0.412, data_time: 0.002, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8828, loss_cls: 1.2157, loss: 1.2157, grad_norm: 5.7056 2021-02-11 05:14:43,591 - mmaction - INFO - Epoch [26][2680/3757] lr: 1.000e-03, eta: 12:20:14, time: 0.455, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1230, loss: 1.1230, grad_norm: 5.5575 2021-02-11 05:14:52,333 - mmaction - INFO - Epoch [26][2700/3757] lr: 1.000e-03, eta: 12:20:04, time: 0.439, data_time: 0.020, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.1925, loss: 1.1925, grad_norm: 5.5344 2021-02-11 05:15:02,174 - mmaction - INFO - Epoch [26][2720/3757] lr: 1.000e-03, eta: 12:19:54, time: 0.491, data_time: 0.025, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1522, loss: 1.1522, grad_norm: 5.3624 2021-02-11 05:15:10,134 - mmaction - INFO - Epoch [26][2740/3757] lr: 1.000e-03, eta: 12:19:43, time: 0.397, data_time: 0.004, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9102, loss_cls: 1.0812, loss: 1.0812, grad_norm: 5.6417 2021-02-11 05:15:18,599 - mmaction - INFO - Epoch [26][2760/3757] lr: 1.000e-03, eta: 12:19:32, time: 0.425, data_time: 0.014, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2019, loss: 1.2019, grad_norm: 5.6384 2021-02-11 05:15:27,385 - mmaction - INFO - Epoch [26][2780/3757] lr: 1.000e-03, eta: 12:19:21, time: 0.438, data_time: 0.019, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1583, loss: 1.1583, grad_norm: 5.4378 2021-02-11 05:15:36,475 - mmaction - INFO - Epoch [26][2800/3757] lr: 1.000e-03, eta: 12:19:11, time: 0.456, data_time: 0.003, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1714, loss: 1.1714, grad_norm: 5.6593 2021-02-11 05:15:45,470 - mmaction - INFO - Epoch [26][2820/3757] lr: 1.000e-03, eta: 12:19:00, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1721, loss: 1.1721, grad_norm: 5.4781 2021-02-11 05:15:54,710 - mmaction - INFO - Epoch [26][2840/3757] lr: 1.000e-03, eta: 12:18:50, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1653, loss: 1.1653, grad_norm: 5.5751 2021-02-11 05:16:03,585 - mmaction - INFO - Epoch [26][2860/3757] lr: 1.000e-03, eta: 12:18:40, time: 0.441, data_time: 0.006, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2390, loss: 1.2390, grad_norm: 5.6084 2021-02-11 05:16:12,440 - mmaction - INFO - Epoch [26][2880/3757] lr: 1.000e-03, eta: 12:18:29, time: 0.446, data_time: 0.011, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.1938, loss: 1.1938, grad_norm: 5.4801 2021-02-11 05:16:20,847 - mmaction - INFO - Epoch [26][2900/3757] lr: 1.000e-03, eta: 12:18:18, time: 0.420, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1475, loss: 1.1475, grad_norm: 5.4826 2021-02-11 05:16:30,644 - mmaction - INFO - Epoch [26][2920/3757] lr: 1.000e-03, eta: 12:18:08, time: 0.490, data_time: 0.003, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2261, loss: 1.2261, grad_norm: 5.7036 2021-02-11 05:16:38,127 - mmaction - INFO - Epoch [26][2940/3757] lr: 1.000e-03, eta: 12:17:57, time: 0.374, data_time: 0.001, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1271, loss: 1.1271, grad_norm: 5.5243 2021-02-11 05:16:46,847 - mmaction - INFO - Epoch [26][2960/3757] lr: 1.000e-03, eta: 12:17:46, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1787, loss: 1.1787, grad_norm: 5.6520 2021-02-11 05:16:55,974 - mmaction - INFO - Epoch [26][2980/3757] lr: 1.000e-03, eta: 12:17:36, time: 0.457, data_time: 0.004, memory: 7076, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2513, loss: 1.2513, grad_norm: 5.7060 2021-02-11 05:17:04,432 - mmaction - INFO - Epoch [26][3000/3757] lr: 1.000e-03, eta: 12:17:25, time: 0.423, data_time: 0.014, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1676, loss: 1.1676, grad_norm: 5.5191 2021-02-11 05:17:12,969 - mmaction - INFO - Epoch [26][3020/3757] lr: 1.000e-03, eta: 12:17:14, time: 0.425, data_time: 0.003, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8984, loss_cls: 1.1486, loss: 1.1486, grad_norm: 5.6480 2021-02-11 05:17:22,505 - mmaction - INFO - Epoch [26][3040/3757] lr: 1.000e-03, eta: 12:17:04, time: 0.477, data_time: 0.004, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2067, loss: 1.2067, grad_norm: 5.6795 2021-02-11 05:17:30,363 - mmaction - INFO - Epoch [26][3060/3757] lr: 1.000e-03, eta: 12:16:52, time: 0.394, data_time: 0.004, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8859, loss_cls: 1.2126, loss: 1.2126, grad_norm: 5.6096 2021-02-11 05:17:39,259 - mmaction - INFO - Epoch [26][3080/3757] lr: 1.000e-03, eta: 12:16:42, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8773, loss_cls: 1.2397, loss: 1.2397, grad_norm: 5.8277 2021-02-11 05:17:48,297 - mmaction - INFO - Epoch [26][3100/3757] lr: 1.000e-03, eta: 12:16:31, time: 0.451, data_time: 0.073, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8922, loss_cls: 1.1584, loss: 1.1584, grad_norm: 5.4476 2021-02-11 05:17:56,581 - mmaction - INFO - Epoch [26][3120/3757] lr: 1.000e-03, eta: 12:16:20, time: 0.414, data_time: 0.016, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8742, loss_cls: 1.2649, loss: 1.2649, grad_norm: 5.7957 2021-02-11 05:18:05,745 - mmaction - INFO - Epoch [26][3140/3757] lr: 1.000e-03, eta: 12:16:10, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.1287, loss: 1.1287, grad_norm: 5.6277 2021-02-11 05:18:14,373 - mmaction - INFO - Epoch [26][3160/3757] lr: 1.000e-03, eta: 12:15:59, time: 0.432, data_time: 0.004, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8844, loss_cls: 1.1776, loss: 1.1776, grad_norm: 5.6238 2021-02-11 05:18:24,883 - mmaction - INFO - Epoch [26][3180/3757] lr: 1.000e-03, eta: 12:15:50, time: 0.522, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1928, loss: 1.1928, grad_norm: 5.5543 2021-02-11 05:18:32,562 - mmaction - INFO - Epoch [26][3200/3757] lr: 1.000e-03, eta: 12:15:39, time: 0.388, data_time: 0.009, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8953, loss_cls: 1.1357, loss: 1.1357, grad_norm: 5.6465 2021-02-11 05:18:42,958 - mmaction - INFO - Epoch [26][3220/3757] lr: 1.000e-03, eta: 12:15:30, time: 0.519, data_time: 0.003, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1453, loss: 1.1453, grad_norm: 5.5686 2021-02-11 05:18:51,544 - mmaction - INFO - Epoch [26][3240/3757] lr: 1.000e-03, eta: 12:15:19, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8930, loss_cls: 1.1408, loss: 1.1408, grad_norm: 5.5878 2021-02-11 05:18:59,105 - mmaction - INFO - Epoch [26][3260/3757] lr: 1.000e-03, eta: 12:15:07, time: 0.380, data_time: 0.004, memory: 7076, top1_acc: 0.6859, top5_acc: 0.8805, loss_cls: 1.2236, loss: 1.2236, grad_norm: 5.7284 2021-02-11 05:19:08,035 - mmaction - INFO - Epoch [26][3280/3757] lr: 1.000e-03, eta: 12:14:57, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1767, loss: 1.1767, grad_norm: 5.6029 2021-02-11 05:19:17,030 - mmaction - INFO - Epoch [26][3300/3757] lr: 1.000e-03, eta: 12:14:46, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8836, loss_cls: 1.1564, loss: 1.1564, grad_norm: 5.4297 2021-02-11 05:19:25,909 - mmaction - INFO - Epoch [26][3320/3757] lr: 1.000e-03, eta: 12:14:36, time: 0.443, data_time: 0.013, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1291, loss: 1.1291, grad_norm: 5.6522 2021-02-11 05:19:34,561 - mmaction - INFO - Epoch [26][3340/3757] lr: 1.000e-03, eta: 12:14:25, time: 0.433, data_time: 0.002, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2522, loss: 1.2522, grad_norm: 5.6848 2021-02-11 05:19:45,915 - mmaction - INFO - Epoch [26][3360/3757] lr: 1.000e-03, eta: 12:14:17, time: 0.564, data_time: 0.001, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1917, loss: 1.1917, grad_norm: 5.7060 2021-02-11 05:19:53,589 - mmaction - INFO - Epoch [26][3380/3757] lr: 1.000e-03, eta: 12:14:05, time: 0.387, data_time: 0.006, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2327, loss: 1.2327, grad_norm: 5.6914 2021-02-11 05:20:05,584 - mmaction - INFO - Epoch [26][3400/3757] lr: 1.000e-03, eta: 12:13:57, time: 0.599, data_time: 0.001, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.2314, loss: 1.2314, grad_norm: 5.6810 2021-02-11 05:20:12,957 - mmaction - INFO - Epoch [26][3420/3757] lr: 1.000e-03, eta: 12:13:45, time: 0.370, data_time: 0.003, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8938, loss_cls: 1.1756, loss: 1.1756, grad_norm: 5.6773 2021-02-11 05:20:23,141 - mmaction - INFO - Epoch [26][3440/3757] lr: 1.000e-03, eta: 12:13:36, time: 0.508, data_time: 0.003, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2165, loss: 1.2165, grad_norm: 5.7900 2021-02-11 05:20:31,577 - mmaction - INFO - Epoch [26][3460/3757] lr: 1.000e-03, eta: 12:13:25, time: 0.424, data_time: 0.005, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8984, loss_cls: 1.1512, loss: 1.1512, grad_norm: 5.5980 2021-02-11 05:20:39,479 - mmaction - INFO - Epoch [26][3480/3757] lr: 1.000e-03, eta: 12:13:14, time: 0.395, data_time: 0.001, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8938, loss_cls: 1.1447, loss: 1.1447, grad_norm: 5.4933 2021-02-11 05:20:49,225 - mmaction - INFO - Epoch [26][3500/3757] lr: 1.000e-03, eta: 12:13:04, time: 0.486, data_time: 0.003, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.2270, loss: 1.2270, grad_norm: 5.7493 2021-02-11 05:20:58,479 - mmaction - INFO - Epoch [26][3520/3757] lr: 1.000e-03, eta: 12:12:54, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1728, loss: 1.1728, grad_norm: 5.5738 2021-02-11 05:21:07,395 - mmaction - INFO - Epoch [26][3540/3757] lr: 1.000e-03, eta: 12:12:43, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1643, loss: 1.1643, grad_norm: 5.5306 2021-02-11 05:21:15,860 - mmaction - INFO - Epoch [26][3560/3757] lr: 1.000e-03, eta: 12:12:33, time: 0.424, data_time: 0.002, memory: 7076, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.2800, loss: 1.2800, grad_norm: 5.7104 2021-02-11 05:21:25,229 - mmaction - INFO - Epoch [26][3580/3757] lr: 1.000e-03, eta: 12:12:22, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8812, loss_cls: 1.2383, loss: 1.2383, grad_norm: 5.6843 2021-02-11 05:21:33,976 - mmaction - INFO - Epoch [26][3600/3757] lr: 1.000e-03, eta: 12:12:12, time: 0.438, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1776, loss: 1.1776, grad_norm: 5.5870 2021-02-11 05:21:43,115 - mmaction - INFO - Epoch [26][3620/3757] lr: 1.000e-03, eta: 12:12:02, time: 0.454, data_time: 0.003, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8773, loss_cls: 1.2436, loss: 1.2436, grad_norm: 5.6450 2021-02-11 05:21:50,927 - mmaction - INFO - Epoch [26][3640/3757] lr: 1.000e-03, eta: 12:11:50, time: 0.393, data_time: 0.008, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2267, loss: 1.2267, grad_norm: 5.7084 2021-02-11 05:22:00,715 - mmaction - INFO - Epoch [26][3660/3757] lr: 1.000e-03, eta: 12:11:40, time: 0.490, data_time: 0.003, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8938, loss_cls: 1.1970, loss: 1.1970, grad_norm: 5.6944 2021-02-11 05:22:08,551 - mmaction - INFO - Epoch [26][3680/3757] lr: 1.000e-03, eta: 12:11:29, time: 0.392, data_time: 0.002, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9008, loss_cls: 1.1281, loss: 1.1281, grad_norm: 5.5705 2021-02-11 05:22:17,646 - mmaction - INFO - Epoch [26][3700/3757] lr: 1.000e-03, eta: 12:11:19, time: 0.455, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1434, loss: 1.1434, grad_norm: 5.4221 2021-02-11 05:22:26,376 - mmaction - INFO - Epoch [26][3720/3757] lr: 1.000e-03, eta: 12:11:08, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.9023, loss_cls: 1.1466, loss: 1.1466, grad_norm: 5.6233 2021-02-11 05:22:34,972 - mmaction - INFO - Epoch [26][3740/3757] lr: 1.000e-03, eta: 12:10:57, time: 0.430, data_time: 0.035, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8836, loss_cls: 1.1891, loss: 1.1891, grad_norm: 5.6190 2021-02-11 05:25:27,955 - mmaction - INFO - Epoch [27][20/3757] lr: 1.000e-03, eta: 12:12:48, time: 7.893, data_time: 7.407, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1167, loss: 1.1167, grad_norm: 5.4129 2021-02-11 05:25:36,545 - mmaction - INFO - Epoch [27][40/3757] lr: 1.000e-03, eta: 12:12:37, time: 0.430, data_time: 0.010, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8891, loss_cls: 1.2025, loss: 1.2025, grad_norm: 5.6739 2021-02-11 05:25:44,757 - mmaction - INFO - Epoch [27][60/3757] lr: 1.000e-03, eta: 12:12:26, time: 0.409, data_time: 0.005, memory: 7076, top1_acc: 0.7086, top5_acc: 0.9031, loss_cls: 1.1376, loss: 1.1376, grad_norm: 5.6631 2021-02-11 05:25:53,789 - mmaction - INFO - Epoch [27][80/3757] lr: 1.000e-03, eta: 12:12:16, time: 0.452, data_time: 0.003, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1212, loss: 1.1212, grad_norm: 5.6451 2021-02-11 05:26:03,726 - mmaction - INFO - Epoch [27][100/3757] lr: 1.000e-03, eta: 12:12:06, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8898, loss_cls: 1.1130, loss: 1.1130, grad_norm: 5.5007 2021-02-11 05:26:12,180 - mmaction - INFO - Epoch [27][120/3757] lr: 1.000e-03, eta: 12:11:55, time: 0.424, data_time: 0.016, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.1613, loss: 1.1613, grad_norm: 5.6623 2021-02-11 05:26:23,742 - mmaction - INFO - Epoch [27][140/3757] lr: 1.000e-03, eta: 12:11:47, time: 0.577, data_time: 0.004, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9070, loss_cls: 1.0877, loss: 1.0877, grad_norm: 5.5820 2021-02-11 05:26:31,154 - mmaction - INFO - Epoch [27][160/3757] lr: 1.000e-03, eta: 12:11:35, time: 0.372, data_time: 0.003, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0554, loss: 1.0554, grad_norm: 5.3647 2021-02-11 05:26:40,982 - mmaction - INFO - Epoch [27][180/3757] lr: 1.000e-03, eta: 12:11:25, time: 0.476, data_time: 0.003, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9023, loss_cls: 1.0924, loss: 1.0924, grad_norm: 5.3174 2021-02-11 05:26:49,694 - mmaction - INFO - Epoch [27][200/3757] lr: 1.000e-03, eta: 12:11:15, time: 0.451, data_time: 0.016, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8836, loss_cls: 1.1948, loss: 1.1948, grad_norm: 5.6920 2021-02-11 05:26:58,263 - mmaction - INFO - Epoch [27][220/3757] lr: 1.000e-03, eta: 12:11:04, time: 0.429, data_time: 0.001, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8922, loss_cls: 1.1356, loss: 1.1356, grad_norm: 5.5158 2021-02-11 05:27:06,602 - mmaction - INFO - Epoch [27][240/3757] lr: 1.000e-03, eta: 12:10:53, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8992, loss_cls: 1.1218, loss: 1.1218, grad_norm: 5.5292 2021-02-11 05:27:15,214 - mmaction - INFO - Epoch [27][260/3757] lr: 1.000e-03, eta: 12:10:42, time: 0.429, data_time: 0.014, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1375, loss: 1.1375, grad_norm: 5.7501 2021-02-11 05:27:25,599 - mmaction - INFO - Epoch [27][280/3757] lr: 1.000e-03, eta: 12:10:33, time: 0.520, data_time: 0.003, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8977, loss_cls: 1.1466, loss: 1.1466, grad_norm: 5.6296 2021-02-11 05:27:33,844 - mmaction - INFO - Epoch [27][300/3757] lr: 1.000e-03, eta: 12:10:22, time: 0.410, data_time: 0.002, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8688, loss_cls: 1.2326, loss: 1.2326, grad_norm: 5.6247 2021-02-11 05:27:44,452 - mmaction - INFO - Epoch [27][320/3757] lr: 1.000e-03, eta: 12:10:13, time: 0.532, data_time: 0.003, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1601, loss: 1.1601, grad_norm: 5.4824 2021-02-11 05:27:52,820 - mmaction - INFO - Epoch [27][340/3757] lr: 1.000e-03, eta: 12:10:02, time: 0.418, data_time: 0.006, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8953, loss_cls: 1.1695, loss: 1.1695, grad_norm: 5.5914 2021-02-11 05:28:02,672 - mmaction - INFO - Epoch [27][360/3757] lr: 1.000e-03, eta: 12:09:52, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.1905, loss: 1.1905, grad_norm: 5.6440 2021-02-11 05:28:10,060 - mmaction - INFO - Epoch [27][380/3757] lr: 1.000e-03, eta: 12:09:40, time: 0.370, data_time: 0.003, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2070, loss: 1.2070, grad_norm: 5.8195 2021-02-11 05:28:20,136 - mmaction - INFO - Epoch [27][400/3757] lr: 1.000e-03, eta: 12:09:31, time: 0.503, data_time: 0.027, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1770, loss: 1.1770, grad_norm: 5.7659 2021-02-11 05:28:28,276 - mmaction - INFO - Epoch [27][420/3757] lr: 1.000e-03, eta: 12:09:20, time: 0.407, data_time: 0.004, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9008, loss_cls: 1.0775, loss: 1.0775, grad_norm: 5.4434 2021-02-11 05:28:39,002 - mmaction - INFO - Epoch [27][440/3757] lr: 1.000e-03, eta: 12:09:11, time: 0.533, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9062, loss_cls: 1.0776, loss: 1.0776, grad_norm: 5.4378 2021-02-11 05:28:49,418 - mmaction - INFO - Epoch [27][460/3757] lr: 1.000e-03, eta: 12:09:02, time: 0.525, data_time: 0.005, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.1853, loss: 1.1853, grad_norm: 5.6630 2021-02-11 05:28:59,626 - mmaction - INFO - Epoch [27][480/3757] lr: 1.000e-03, eta: 12:08:52, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.0871, loss: 1.0871, grad_norm: 5.5235 2021-02-11 05:29:09,910 - mmaction - INFO - Epoch [27][500/3757] lr: 1.000e-03, eta: 12:08:43, time: 0.514, data_time: 0.020, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8961, loss_cls: 1.0907, loss: 1.0907, grad_norm: 5.5195 2021-02-11 05:29:20,175 - mmaction - INFO - Epoch [27][520/3757] lr: 1.000e-03, eta: 12:08:34, time: 0.511, data_time: 0.145, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1726, loss: 1.1726, grad_norm: 5.6679 2021-02-11 05:29:30,969 - mmaction - INFO - Epoch [27][540/3757] lr: 1.000e-03, eta: 12:08:25, time: 0.543, data_time: 0.035, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0911, loss: 1.0911, grad_norm: 5.4458 2021-02-11 05:29:41,868 - mmaction - INFO - Epoch [27][560/3757] lr: 1.000e-03, eta: 12:08:16, time: 0.545, data_time: 0.003, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1938, loss: 1.1938, grad_norm: 5.6558 2021-02-11 05:29:51,417 - mmaction - INFO - Epoch [27][580/3757] lr: 1.000e-03, eta: 12:08:06, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1679, loss: 1.1679, grad_norm: 5.6038 2021-02-11 05:30:02,754 - mmaction - INFO - Epoch [27][600/3757] lr: 1.000e-03, eta: 12:07:58, time: 0.563, data_time: 0.008, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1594, loss: 1.1594, grad_norm: 5.5746 2021-02-11 05:30:13,671 - mmaction - INFO - Epoch [27][620/3757] lr: 1.000e-03, eta: 12:07:49, time: 0.549, data_time: 0.005, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.1972, loss: 1.1972, grad_norm: 5.5858 2021-02-11 05:30:23,719 - mmaction - INFO - Epoch [27][640/3757] lr: 1.000e-03, eta: 12:07:40, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1691, loss: 1.1691, grad_norm: 5.6538 2021-02-11 05:30:35,557 - mmaction - INFO - Epoch [27][660/3757] lr: 1.000e-03, eta: 12:07:32, time: 0.592, data_time: 0.002, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8828, loss_cls: 1.2080, loss: 1.2080, grad_norm: 5.6856 2021-02-11 05:30:45,334 - mmaction - INFO - Epoch [27][680/3757] lr: 1.000e-03, eta: 12:07:22, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.2037, loss: 1.2037, grad_norm: 5.6946 2021-02-11 05:30:55,788 - mmaction - INFO - Epoch [27][700/3757] lr: 1.000e-03, eta: 12:07:13, time: 0.521, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8859, loss_cls: 1.2225, loss: 1.2225, grad_norm: 5.7327 2021-02-11 05:31:06,155 - mmaction - INFO - Epoch [27][720/3757] lr: 1.000e-03, eta: 12:07:04, time: 0.518, data_time: 0.003, memory: 7076, top1_acc: 0.7008, top5_acc: 0.9008, loss_cls: 1.1553, loss: 1.1553, grad_norm: 5.6993 2021-02-11 05:31:16,282 - mmaction - INFO - Epoch [27][740/3757] lr: 1.000e-03, eta: 12:06:55, time: 0.508, data_time: 0.013, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1903, loss: 1.1903, grad_norm: 5.8624 2021-02-11 05:31:26,703 - mmaction - INFO - Epoch [27][760/3757] lr: 1.000e-03, eta: 12:06:45, time: 0.518, data_time: 0.002, memory: 7076, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1704, loss: 1.1704, grad_norm: 5.7730 2021-02-11 05:31:37,064 - mmaction - INFO - Epoch [27][780/3757] lr: 1.000e-03, eta: 12:06:36, time: 0.521, data_time: 0.012, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8945, loss_cls: 1.1587, loss: 1.1587, grad_norm: 5.7670 2021-02-11 05:31:47,702 - mmaction - INFO - Epoch [27][800/3757] lr: 1.000e-03, eta: 12:06:27, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1330, loss: 1.1330, grad_norm: 5.5116 2021-02-11 05:31:58,356 - mmaction - INFO - Epoch [27][820/3757] lr: 1.000e-03, eta: 12:06:18, time: 0.532, data_time: 0.006, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1676, loss: 1.1676, grad_norm: 5.4957 2021-02-11 05:32:09,493 - mmaction - INFO - Epoch [27][840/3757] lr: 1.000e-03, eta: 12:06:10, time: 0.557, data_time: 0.002, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1560, loss: 1.1560, grad_norm: 5.6274 2021-02-11 05:32:19,492 - mmaction - INFO - Epoch [27][860/3757] lr: 1.000e-03, eta: 12:06:00, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1772, loss: 1.1772, grad_norm: 5.6572 2021-02-11 05:32:30,314 - mmaction - INFO - Epoch [27][880/3757] lr: 1.000e-03, eta: 12:05:51, time: 0.541, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.1634, loss: 1.1634, grad_norm: 5.6736 2021-02-11 05:32:40,713 - mmaction - INFO - Epoch [27][900/3757] lr: 1.000e-03, eta: 12:05:42, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8781, loss_cls: 1.2735, loss: 1.2735, grad_norm: 5.8310 2021-02-11 05:32:51,957 - mmaction - INFO - Epoch [27][920/3757] lr: 1.000e-03, eta: 12:05:34, time: 0.564, data_time: 0.003, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1298, loss: 1.1298, grad_norm: 5.5112 2021-02-11 05:33:01,922 - mmaction - INFO - Epoch [27][940/3757] lr: 1.000e-03, eta: 12:05:24, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.1835, loss: 1.1835, grad_norm: 5.5907 2021-02-11 05:33:12,848 - mmaction - INFO - Epoch [27][960/3757] lr: 1.000e-03, eta: 12:05:16, time: 0.546, data_time: 0.002, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8945, loss_cls: 1.1733, loss: 1.1733, grad_norm: 5.7944 2021-02-11 05:33:24,491 - mmaction - INFO - Epoch [27][980/3757] lr: 1.000e-03, eta: 12:05:08, time: 0.583, data_time: 0.004, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8930, loss_cls: 1.1189, loss: 1.1189, grad_norm: 5.5231 2021-02-11 05:33:35,134 - mmaction - INFO - Epoch [27][1000/3757] lr: 1.000e-03, eta: 12:04:59, time: 0.531, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.1074, loss: 1.1074, grad_norm: 5.4500 2021-02-11 05:33:45,418 - mmaction - INFO - Epoch [27][1020/3757] lr: 1.000e-03, eta: 12:04:49, time: 0.514, data_time: 0.005, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9023, loss_cls: 1.1127, loss: 1.1127, grad_norm: 5.6571 2021-02-11 05:33:56,239 - mmaction - INFO - Epoch [27][1040/3757] lr: 1.000e-03, eta: 12:04:41, time: 0.542, data_time: 0.006, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8883, loss_cls: 1.1811, loss: 1.1811, grad_norm: 5.6795 2021-02-11 05:34:06,788 - mmaction - INFO - Epoch [27][1060/3757] lr: 1.000e-03, eta: 12:04:31, time: 0.527, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9008, loss_cls: 1.1166, loss: 1.1166, grad_norm: 5.5804 2021-02-11 05:34:16,093 - mmaction - INFO - Epoch [27][1080/3757] lr: 1.000e-03, eta: 12:04:21, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8984, loss_cls: 1.1375, loss: 1.1375, grad_norm: 5.5115 2021-02-11 05:34:28,035 - mmaction - INFO - Epoch [27][1100/3757] lr: 1.000e-03, eta: 12:04:13, time: 0.595, data_time: 0.002, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8984, loss_cls: 1.1588, loss: 1.1588, grad_norm: 5.7143 2021-02-11 05:34:37,491 - mmaction - INFO - Epoch [27][1120/3757] lr: 1.000e-03, eta: 12:04:04, time: 0.475, data_time: 0.003, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1355, loss: 1.1355, grad_norm: 5.5463 2021-02-11 05:34:47,393 - mmaction - INFO - Epoch [27][1140/3757] lr: 1.000e-03, eta: 12:03:54, time: 0.495, data_time: 0.053, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1498, loss: 1.1498, grad_norm: 5.6414 2021-02-11 05:34:58,331 - mmaction - INFO - Epoch [27][1160/3757] lr: 1.000e-03, eta: 12:03:45, time: 0.547, data_time: 0.017, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.0954, loss: 1.0954, grad_norm: 5.4157 2021-02-11 05:35:08,776 - mmaction - INFO - Epoch [27][1180/3757] lr: 1.000e-03, eta: 12:03:36, time: 0.523, data_time: 0.035, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.8581 2021-02-11 05:35:19,357 - mmaction - INFO - Epoch [27][1200/3757] lr: 1.000e-03, eta: 12:03:27, time: 0.528, data_time: 0.048, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.0595, loss: 1.0595, grad_norm: 5.3290 2021-02-11 05:35:29,900 - mmaction - INFO - Epoch [27][1220/3757] lr: 1.000e-03, eta: 12:03:18, time: 0.527, data_time: 0.090, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8742, loss_cls: 1.2322, loss: 1.2322, grad_norm: 5.7156 2021-02-11 05:35:38,873 - mmaction - INFO - Epoch [27][1240/3757] lr: 1.000e-03, eta: 12:03:08, time: 0.450, data_time: 0.035, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0785, loss: 1.0785, grad_norm: 5.4493 2021-02-11 05:35:53,121 - mmaction - INFO - Epoch [27][1260/3757] lr: 1.000e-03, eta: 12:03:02, time: 0.712, data_time: 0.011, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.1890, loss: 1.1890, grad_norm: 5.6578 2021-02-11 05:36:02,019 - mmaction - INFO - Epoch [27][1280/3757] lr: 1.000e-03, eta: 12:02:51, time: 0.445, data_time: 0.027, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1523, loss: 1.1523, grad_norm: 5.5805 2021-02-11 05:36:14,243 - mmaction - INFO - Epoch [27][1300/3757] lr: 1.000e-03, eta: 12:02:44, time: 0.608, data_time: 0.074, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.1990, loss: 1.1990, grad_norm: 5.6346 2021-02-11 05:36:23,041 - mmaction - INFO - Epoch [27][1320/3757] lr: 1.000e-03, eta: 12:02:33, time: 0.443, data_time: 0.055, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1122, loss: 1.1122, grad_norm: 5.5978 2021-02-11 05:36:35,162 - mmaction - INFO - Epoch [27][1340/3757] lr: 1.000e-03, eta: 12:02:25, time: 0.601, data_time: 0.019, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8938, loss_cls: 1.1657, loss: 1.1657, grad_norm: 5.6740 2021-02-11 05:36:44,963 - mmaction - INFO - Epoch [27][1360/3757] lr: 1.000e-03, eta: 12:02:16, time: 0.495, data_time: 0.006, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8953, loss_cls: 1.1597, loss: 1.1597, grad_norm: 5.6952 2021-02-11 05:36:55,504 - mmaction - INFO - Epoch [27][1380/3757] lr: 1.000e-03, eta: 12:02:07, time: 0.526, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.1667, loss: 1.1667, grad_norm: 5.5895 2021-02-11 05:37:06,418 - mmaction - INFO - Epoch [27][1400/3757] lr: 1.000e-03, eta: 12:01:58, time: 0.545, data_time: 0.004, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8953, loss_cls: 1.1468, loss: 1.1468, grad_norm: 5.6129 2021-02-11 05:37:16,171 - mmaction - INFO - Epoch [27][1420/3757] lr: 1.000e-03, eta: 12:01:48, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1738, loss: 1.1738, grad_norm: 5.7546 2021-02-11 05:37:26,615 - mmaction - INFO - Epoch [27][1440/3757] lr: 1.000e-03, eta: 12:01:39, time: 0.522, data_time: 0.001, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8945, loss_cls: 1.1470, loss: 1.1470, grad_norm: 5.7149 2021-02-11 05:37:36,838 - mmaction - INFO - Epoch [27][1460/3757] lr: 1.000e-03, eta: 12:01:30, time: 0.511, data_time: 0.025, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8938, loss_cls: 1.1278, loss: 1.1278, grad_norm: 5.4753 2021-02-11 05:37:46,702 - mmaction - INFO - Epoch [27][1480/3757] lr: 1.000e-03, eta: 12:01:20, time: 0.493, data_time: 0.065, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1386, loss: 1.1386, grad_norm: 5.7101 2021-02-11 05:37:56,475 - mmaction - INFO - Epoch [27][1500/3757] lr: 1.000e-03, eta: 12:01:10, time: 0.487, data_time: 0.066, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8961, loss_cls: 1.1177, loss: 1.1177, grad_norm: 5.7332 2021-02-11 05:38:07,339 - mmaction - INFO - Epoch [27][1520/3757] lr: 1.000e-03, eta: 12:01:01, time: 0.544, data_time: 0.115, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8836, loss_cls: 1.2173, loss: 1.2173, grad_norm: 5.8362 2021-02-11 05:38:17,272 - mmaction - INFO - Epoch [27][1540/3757] lr: 1.000e-03, eta: 12:00:52, time: 0.497, data_time: 0.064, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0882, loss: 1.0882, grad_norm: 5.5148 2021-02-11 05:38:28,246 - mmaction - INFO - Epoch [27][1560/3757] lr: 1.000e-03, eta: 12:00:43, time: 0.548, data_time: 0.051, memory: 7076, top1_acc: 0.7063, top5_acc: 0.9102, loss_cls: 1.0912, loss: 1.0912, grad_norm: 5.7407 2021-02-11 05:38:38,252 - mmaction - INFO - Epoch [27][1580/3757] lr: 1.000e-03, eta: 12:00:34, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1542, loss: 1.1542, grad_norm: 5.4691 2021-02-11 05:38:49,903 - mmaction - INFO - Epoch [27][1600/3757] lr: 1.000e-03, eta: 12:00:26, time: 0.582, data_time: 0.107, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1063, loss: 1.1063, grad_norm: 5.4894 2021-02-11 05:38:59,682 - mmaction - INFO - Epoch [27][1620/3757] lr: 1.000e-03, eta: 12:00:16, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.9016, loss_cls: 1.1511, loss: 1.1511, grad_norm: 5.7411 2021-02-11 05:39:10,606 - mmaction - INFO - Epoch [27][1640/3757] lr: 1.000e-03, eta: 12:00:07, time: 0.546, data_time: 0.008, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8867, loss_cls: 1.2065, loss: 1.2065, grad_norm: 5.8247 2021-02-11 05:39:20,790 - mmaction - INFO - Epoch [27][1660/3757] lr: 1.000e-03, eta: 11:59:58, time: 0.506, data_time: 0.131, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1291, loss: 1.1291, grad_norm: 5.6317 2021-02-11 05:39:31,236 - mmaction - INFO - Epoch [27][1680/3757] lr: 1.000e-03, eta: 11:59:48, time: 0.511, data_time: 0.039, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.1772, loss: 1.1772, grad_norm: 5.6909 2021-02-11 05:39:41,146 - mmaction - INFO - Epoch [27][1700/3757] lr: 1.000e-03, eta: 11:59:39, time: 0.510, data_time: 0.015, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8984, loss_cls: 1.1573, loss: 1.1573, grad_norm: 5.7479 2021-02-11 05:39:51,823 - mmaction - INFO - Epoch [27][1720/3757] lr: 1.000e-03, eta: 11:59:30, time: 0.532, data_time: 0.009, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1874, loss: 1.1874, grad_norm: 5.6214 2021-02-11 05:40:02,362 - mmaction - INFO - Epoch [27][1740/3757] lr: 1.000e-03, eta: 11:59:21, time: 0.529, data_time: 0.003, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8953, loss_cls: 1.1430, loss: 1.1430, grad_norm: 5.7756 2021-02-11 05:40:13,090 - mmaction - INFO - Epoch [27][1760/3757] lr: 1.000e-03, eta: 11:59:12, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1481, loss: 1.1481, grad_norm: 5.5198 2021-02-11 05:40:22,319 - mmaction - INFO - Epoch [27][1780/3757] lr: 1.000e-03, eta: 11:59:02, time: 0.466, data_time: 0.006, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1732, loss: 1.1732, grad_norm: 5.7175 2021-02-11 05:40:34,775 - mmaction - INFO - Epoch [27][1800/3757] lr: 1.000e-03, eta: 11:58:54, time: 0.623, data_time: 0.001, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 1.0493, loss: 1.0493, grad_norm: 5.4079 2021-02-11 05:40:43,892 - mmaction - INFO - Epoch [27][1820/3757] lr: 1.000e-03, eta: 11:58:44, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8891, loss_cls: 1.1586, loss: 1.1586, grad_norm: 5.6554 2021-02-11 05:40:54,325 - mmaction - INFO - Epoch [27][1840/3757] lr: 1.000e-03, eta: 11:58:35, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1456, loss: 1.1456, grad_norm: 5.5033 2021-02-11 05:41:04,236 - mmaction - INFO - Epoch [27][1860/3757] lr: 1.000e-03, eta: 11:58:25, time: 0.498, data_time: 0.003, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1196, loss: 1.1196, grad_norm: 5.6614 2021-02-11 05:41:15,295 - mmaction - INFO - Epoch [27][1880/3757] lr: 1.000e-03, eta: 11:58:17, time: 0.552, data_time: 0.001, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8875, loss_cls: 1.1858, loss: 1.1858, grad_norm: 5.6990 2021-02-11 05:41:25,632 - mmaction - INFO - Epoch [27][1900/3757] lr: 1.000e-03, eta: 11:58:07, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.7039, top5_acc: 0.9031, loss_cls: 1.1304, loss: 1.1304, grad_norm: 5.5970 2021-02-11 05:41:35,791 - mmaction - INFO - Epoch [27][1920/3757] lr: 1.000e-03, eta: 11:57:58, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2661, loss: 1.2661, grad_norm: 5.9485 2021-02-11 05:41:46,752 - mmaction - INFO - Epoch [27][1940/3757] lr: 1.000e-03, eta: 11:57:49, time: 0.549, data_time: 0.015, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8930, loss_cls: 1.1395, loss: 1.1395, grad_norm: 5.5201 2021-02-11 05:41:57,131 - mmaction - INFO - Epoch [27][1960/3757] lr: 1.000e-03, eta: 11:57:40, time: 0.520, data_time: 0.002, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8828, loss_cls: 1.2567, loss: 1.2567, grad_norm: 5.8816 2021-02-11 05:42:08,104 - mmaction - INFO - Epoch [27][1980/3757] lr: 1.000e-03, eta: 11:57:31, time: 0.548, data_time: 0.001, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1154, loss: 1.1154, grad_norm: 5.6130 2021-02-11 05:42:17,375 - mmaction - INFO - Epoch [27][2000/3757] lr: 1.000e-03, eta: 11:57:21, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8984, loss_cls: 1.1323, loss: 1.1323, grad_norm: 5.6913 2021-02-11 05:42:28,696 - mmaction - INFO - Epoch [27][2020/3757] lr: 1.000e-03, eta: 11:57:13, time: 0.564, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1748, loss: 1.1748, grad_norm: 5.5292 2021-02-11 05:42:38,576 - mmaction - INFO - Epoch [27][2040/3757] lr: 1.000e-03, eta: 11:57:03, time: 0.496, data_time: 0.004, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.1838, loss: 1.1838, grad_norm: 5.6871 2021-02-11 05:42:48,961 - mmaction - INFO - Epoch [27][2060/3757] lr: 1.000e-03, eta: 11:56:54, time: 0.518, data_time: 0.141, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.2041, loss: 1.2041, grad_norm: 5.7678 2021-02-11 05:42:59,084 - mmaction - INFO - Epoch [27][2080/3757] lr: 1.000e-03, eta: 11:56:44, time: 0.506, data_time: 0.015, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8930, loss_cls: 1.1512, loss: 1.1512, grad_norm: 5.6426 2021-02-11 05:43:09,525 - mmaction - INFO - Epoch [27][2100/3757] lr: 1.000e-03, eta: 11:56:35, time: 0.521, data_time: 0.016, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8938, loss_cls: 1.1653, loss: 1.1653, grad_norm: 5.8012 2021-02-11 05:43:19,349 - mmaction - INFO - Epoch [27][2120/3757] lr: 1.000e-03, eta: 11:56:26, time: 0.493, data_time: 0.015, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8938, loss_cls: 1.1127, loss: 1.1127, grad_norm: 5.4198 2021-02-11 05:43:30,670 - mmaction - INFO - Epoch [27][2140/3757] lr: 1.000e-03, eta: 11:56:17, time: 0.565, data_time: 0.039, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1151, loss: 1.1151, grad_norm: 5.4256 2021-02-11 05:43:41,866 - mmaction - INFO - Epoch [27][2160/3757] lr: 1.000e-03, eta: 11:56:09, time: 0.559, data_time: 0.002, memory: 7076, top1_acc: 0.7031, top5_acc: 0.9000, loss_cls: 1.1291, loss: 1.1291, grad_norm: 5.6775 2021-02-11 05:43:51,053 - mmaction - INFO - Epoch [27][2180/3757] lr: 1.000e-03, eta: 11:55:58, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2170, loss: 1.2170, grad_norm: 5.7908 2021-02-11 05:44:00,921 - mmaction - INFO - Epoch [27][2200/3757] lr: 1.000e-03, eta: 11:55:49, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8945, loss_cls: 1.1417, loss: 1.1417, grad_norm: 5.6920 2021-02-11 05:44:10,789 - mmaction - INFO - Epoch [27][2220/3757] lr: 1.000e-03, eta: 11:55:39, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1703, loss: 1.1703, grad_norm: 5.6962 2021-02-11 05:44:20,944 - mmaction - INFO - Epoch [27][2240/3757] lr: 1.000e-03, eta: 11:55:30, time: 0.508, data_time: 0.008, memory: 7076, top1_acc: 0.7133, top5_acc: 0.9070, loss_cls: 1.0851, loss: 1.0851, grad_norm: 5.6700 2021-02-11 05:44:31,625 - mmaction - INFO - Epoch [27][2260/3757] lr: 1.000e-03, eta: 11:55:21, time: 0.532, data_time: 0.029, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.1183, loss: 1.1183, grad_norm: 5.5398 2021-02-11 05:44:42,902 - mmaction - INFO - Epoch [27][2280/3757] lr: 1.000e-03, eta: 11:55:12, time: 0.566, data_time: 0.017, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2227, loss: 1.2227, grad_norm: 5.8021 2021-02-11 05:44:52,670 - mmaction - INFO - Epoch [27][2300/3757] lr: 1.000e-03, eta: 11:55:03, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8859, loss_cls: 1.1932, loss: 1.1932, grad_norm: 5.7318 2021-02-11 05:45:03,019 - mmaction - INFO - Epoch [27][2320/3757] lr: 1.000e-03, eta: 11:54:53, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1668, loss: 1.1668, grad_norm: 5.7167 2021-02-11 05:45:14,600 - mmaction - INFO - Epoch [27][2340/3757] lr: 1.000e-03, eta: 11:54:45, time: 0.580, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.1052, loss: 1.1052, grad_norm: 5.4591 2021-02-11 05:45:23,663 - mmaction - INFO - Epoch [27][2360/3757] lr: 1.000e-03, eta: 11:54:35, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8930, loss_cls: 1.1470, loss: 1.1470, grad_norm: 5.6346 2021-02-11 05:45:33,761 - mmaction - INFO - Epoch [27][2380/3757] lr: 1.000e-03, eta: 11:54:25, time: 0.506, data_time: 0.003, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8805, loss_cls: 1.2003, loss: 1.2003, grad_norm: 5.6760 2021-02-11 05:45:45,343 - mmaction - INFO - Epoch [27][2400/3757] lr: 1.000e-03, eta: 11:54:17, time: 0.579, data_time: 0.002, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9047, loss_cls: 1.1023, loss: 1.1023, grad_norm: 5.4586 2021-02-11 05:45:54,960 - mmaction - INFO - Epoch [27][2420/3757] lr: 1.000e-03, eta: 11:54:07, time: 0.482, data_time: 0.002, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.2479, loss: 1.2479, grad_norm: 5.9084 2021-02-11 05:46:06,458 - mmaction - INFO - Epoch [27][2440/3757] lr: 1.000e-03, eta: 11:53:59, time: 0.573, data_time: 0.001, memory: 7076, top1_acc: 0.7047, top5_acc: 0.9117, loss_cls: 1.1283, loss: 1.1283, grad_norm: 5.6469 2021-02-11 05:46:16,303 - mmaction - INFO - Epoch [27][2460/3757] lr: 1.000e-03, eta: 11:53:49, time: 0.494, data_time: 0.003, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1609, loss: 1.1609, grad_norm: 5.6129 2021-02-11 05:46:26,690 - mmaction - INFO - Epoch [27][2480/3757] lr: 1.000e-03, eta: 11:53:40, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1877, loss: 1.1877, grad_norm: 5.7810 2021-02-11 05:46:36,787 - mmaction - INFO - Epoch [27][2500/3757] lr: 1.000e-03, eta: 11:53:31, time: 0.505, data_time: 0.082, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1106, loss: 1.1106, grad_norm: 5.4205 2021-02-11 05:46:47,646 - mmaction - INFO - Epoch [27][2520/3757] lr: 1.000e-03, eta: 11:53:22, time: 0.543, data_time: 0.068, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.2299, loss: 1.2299, grad_norm: 5.9267 2021-02-11 05:46:57,557 - mmaction - INFO - Epoch [27][2540/3757] lr: 1.000e-03, eta: 11:53:12, time: 0.496, data_time: 0.006, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.1082, loss: 1.1082, grad_norm: 5.6685 2021-02-11 05:47:08,046 - mmaction - INFO - Epoch [27][2560/3757] lr: 1.000e-03, eta: 11:53:03, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8969, loss_cls: 1.1508, loss: 1.1508, grad_norm: 5.6371 2021-02-11 05:47:18,668 - mmaction - INFO - Epoch [27][2580/3757] lr: 1.000e-03, eta: 11:52:54, time: 0.529, data_time: 0.002, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2268, loss: 1.2268, grad_norm: 5.8292 2021-02-11 05:47:29,386 - mmaction - INFO - Epoch [27][2600/3757] lr: 1.000e-03, eta: 11:52:45, time: 0.536, data_time: 0.008, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1597, loss: 1.1597, grad_norm: 5.4682 2021-02-11 05:47:39,975 - mmaction - INFO - Epoch [27][2620/3757] lr: 1.000e-03, eta: 11:52:36, time: 0.532, data_time: 0.014, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8961, loss_cls: 1.1808, loss: 1.1808, grad_norm: 5.6236 2021-02-11 05:47:50,737 - mmaction - INFO - Epoch [27][2640/3757] lr: 1.000e-03, eta: 11:52:27, time: 0.537, data_time: 0.050, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8953, loss_cls: 1.1815, loss: 1.1815, grad_norm: 5.7154 2021-02-11 05:48:02,197 - mmaction - INFO - Epoch [27][2660/3757] lr: 1.000e-03, eta: 11:52:19, time: 0.574, data_time: 0.026, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8922, loss_cls: 1.1918, loss: 1.1918, grad_norm: 5.8195 2021-02-11 05:48:12,162 - mmaction - INFO - Epoch [27][2680/3757] lr: 1.000e-03, eta: 11:52:09, time: 0.498, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1759, loss: 1.1759, grad_norm: 5.7217 2021-02-11 05:48:22,618 - mmaction - INFO - Epoch [27][2700/3757] lr: 1.000e-03, eta: 11:52:00, time: 0.521, data_time: 0.003, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8828, loss_cls: 1.2476, loss: 1.2476, grad_norm: 5.9073 2021-02-11 05:48:33,879 - mmaction - INFO - Epoch [27][2720/3757] lr: 1.000e-03, eta: 11:51:51, time: 0.565, data_time: 0.008, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8695, loss_cls: 1.2470, loss: 1.2470, grad_norm: 5.8936 2021-02-11 05:48:45,651 - mmaction - INFO - Epoch [27][2740/3757] lr: 1.000e-03, eta: 11:51:43, time: 0.585, data_time: 0.002, memory: 7076, top1_acc: 0.6742, top5_acc: 0.8742, loss_cls: 1.2391, loss: 1.2391, grad_norm: 5.8053 2021-02-11 05:48:54,867 - mmaction - INFO - Epoch [27][2760/3757] lr: 1.000e-03, eta: 11:51:33, time: 0.465, data_time: 0.044, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.1725, loss: 1.1725, grad_norm: 5.7581 2021-02-11 05:49:05,618 - mmaction - INFO - Epoch [27][2780/3757] lr: 1.000e-03, eta: 11:51:24, time: 0.537, data_time: 0.096, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8898, loss_cls: 1.2059, loss: 1.2059, grad_norm: 5.7052 2021-02-11 05:49:15,832 - mmaction - INFO - Epoch [27][2800/3757] lr: 1.000e-03, eta: 11:51:15, time: 0.509, data_time: 0.092, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9008, loss_cls: 1.1271, loss: 1.1271, grad_norm: 5.5675 2021-02-11 05:49:26,406 - mmaction - INFO - Epoch [27][2820/3757] lr: 1.000e-03, eta: 11:51:06, time: 0.528, data_time: 0.108, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1773, loss: 1.1773, grad_norm: 5.6799 2021-02-11 05:49:36,327 - mmaction - INFO - Epoch [27][2840/3757] lr: 1.000e-03, eta: 11:50:56, time: 0.499, data_time: 0.123, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1800, loss: 1.1800, grad_norm: 5.8132 2021-02-11 05:49:47,037 - mmaction - INFO - Epoch [27][2860/3757] lr: 1.000e-03, eta: 11:50:47, time: 0.534, data_time: 0.091, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8820, loss_cls: 1.2282, loss: 1.2282, grad_norm: 5.9406 2021-02-11 05:49:57,922 - mmaction - INFO - Epoch [27][2880/3757] lr: 1.000e-03, eta: 11:50:38, time: 0.543, data_time: 0.120, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1272, loss: 1.1272, grad_norm: 5.6121 2021-02-11 05:50:07,836 - mmaction - INFO - Epoch [27][2900/3757] lr: 1.000e-03, eta: 11:50:29, time: 0.498, data_time: 0.023, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.2088, loss: 1.2088, grad_norm: 5.7528 2021-02-11 05:50:19,226 - mmaction - INFO - Epoch [27][2920/3757] lr: 1.000e-03, eta: 11:50:20, time: 0.569, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.1719, loss: 1.1719, grad_norm: 5.7542 2021-02-11 05:50:29,293 - mmaction - INFO - Epoch [27][2940/3757] lr: 1.000e-03, eta: 11:50:11, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1185, loss: 1.1185, grad_norm: 5.5696 2021-02-11 05:50:39,404 - mmaction - INFO - Epoch [27][2960/3757] lr: 1.000e-03, eta: 11:50:01, time: 0.508, data_time: 0.003, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2092, loss: 1.2092, grad_norm: 5.9253 2021-02-11 05:50:49,346 - mmaction - INFO - Epoch [27][2980/3757] lr: 1.000e-03, eta: 11:49:52, time: 0.497, data_time: 0.000, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2421, loss: 1.2421, grad_norm: 5.7300 2021-02-11 05:50:59,242 - mmaction - INFO - Epoch [27][3000/3757] lr: 1.000e-03, eta: 11:49:42, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2083, loss: 1.2083, grad_norm: 5.6792 2021-02-11 05:51:09,639 - mmaction - INFO - Epoch [27][3020/3757] lr: 1.000e-03, eta: 11:49:33, time: 0.520, data_time: 0.003, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9094, loss_cls: 1.1031, loss: 1.1031, grad_norm: 5.5472 2021-02-11 05:51:19,374 - mmaction - INFO - Epoch [27][3040/3757] lr: 1.000e-03, eta: 11:49:23, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8938, loss_cls: 1.1380, loss: 1.1380, grad_norm: 5.6562 2021-02-11 05:51:30,061 - mmaction - INFO - Epoch [27][3060/3757] lr: 1.000e-03, eta: 11:49:14, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8836, loss_cls: 1.2206, loss: 1.2206, grad_norm: 5.8961 2021-02-11 05:51:40,563 - mmaction - INFO - Epoch [27][3080/3757] lr: 1.000e-03, eta: 11:49:05, time: 0.527, data_time: 0.003, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8969, loss_cls: 1.1387, loss: 1.1387, grad_norm: 5.5858 2021-02-11 05:51:50,312 - mmaction - INFO - Epoch [27][3100/3757] lr: 1.000e-03, eta: 11:48:55, time: 0.488, data_time: 0.002, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.1755, loss: 1.1755, grad_norm: 5.6707 2021-02-11 05:52:00,657 - mmaction - INFO - Epoch [27][3120/3757] lr: 1.000e-03, eta: 11:48:46, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.9031, loss_cls: 1.1013, loss: 1.1013, grad_norm: 5.5936 2021-02-11 05:52:11,206 - mmaction - INFO - Epoch [27][3140/3757] lr: 1.000e-03, eta: 11:48:37, time: 0.528, data_time: 0.007, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1751, loss: 1.1751, grad_norm: 5.7483 2021-02-11 05:52:20,140 - mmaction - INFO - Epoch [27][3160/3757] lr: 1.000e-03, eta: 11:48:26, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1647, loss: 1.1647, grad_norm: 5.6340 2021-02-11 05:52:30,709 - mmaction - INFO - Epoch [27][3180/3757] lr: 1.000e-03, eta: 11:48:17, time: 0.528, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1341, loss: 1.1341, grad_norm: 5.5556 2021-02-11 05:52:40,697 - mmaction - INFO - Epoch [27][3200/3757] lr: 1.000e-03, eta: 11:48:08, time: 0.499, data_time: 0.002, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8961, loss_cls: 1.1555, loss: 1.1555, grad_norm: 5.8772 2021-02-11 05:52:51,715 - mmaction - INFO - Epoch [27][3220/3757] lr: 1.000e-03, eta: 11:47:59, time: 0.545, data_time: 0.074, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1409, loss: 1.1409, grad_norm: 5.5754 2021-02-11 05:53:01,533 - mmaction - INFO - Epoch [27][3240/3757] lr: 1.000e-03, eta: 11:47:49, time: 0.497, data_time: 0.127, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1935, loss: 1.1935, grad_norm: 5.7927 2021-02-11 05:53:11,756 - mmaction - INFO - Epoch [27][3260/3757] lr: 1.000e-03, eta: 11:47:40, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8773, loss_cls: 1.3097, loss: 1.3097, grad_norm: 6.0173 2021-02-11 05:53:21,838 - mmaction - INFO - Epoch [27][3280/3757] lr: 1.000e-03, eta: 11:47:30, time: 0.508, data_time: 0.005, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8992, loss_cls: 1.1183, loss: 1.1183, grad_norm: 5.8164 2021-02-11 05:53:33,427 - mmaction - INFO - Epoch [27][3300/3757] lr: 1.000e-03, eta: 11:47:22, time: 0.578, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.2124, loss: 1.2124, grad_norm: 5.6263 2021-02-11 05:53:42,705 - mmaction - INFO - Epoch [27][3320/3757] lr: 1.000e-03, eta: 11:47:12, time: 0.466, data_time: 0.003, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2112, loss: 1.2112, grad_norm: 5.6759 2021-02-11 05:53:54,530 - mmaction - INFO - Epoch [27][3340/3757] lr: 1.000e-03, eta: 11:47:04, time: 0.587, data_time: 0.000, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8992, loss_cls: 1.0872, loss: 1.0872, grad_norm: 5.5220 2021-02-11 05:54:04,061 - mmaction - INFO - Epoch [27][3360/3757] lr: 1.000e-03, eta: 11:46:54, time: 0.481, data_time: 0.043, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.1734, loss: 1.1734, grad_norm: 5.6203 2021-02-11 05:54:14,634 - mmaction - INFO - Epoch [27][3380/3757] lr: 1.000e-03, eta: 11:46:45, time: 0.528, data_time: 0.024, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1347, loss: 1.1347, grad_norm: 5.5125 2021-02-11 05:54:25,657 - mmaction - INFO - Epoch [27][3400/3757] lr: 1.000e-03, eta: 11:46:36, time: 0.551, data_time: 0.005, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8938, loss_cls: 1.1536, loss: 1.1536, grad_norm: 5.7552 2021-02-11 05:54:35,274 - mmaction - INFO - Epoch [27][3420/3757] lr: 1.000e-03, eta: 11:46:26, time: 0.481, data_time: 0.051, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8844, loss_cls: 1.2460, loss: 1.2460, grad_norm: 6.0380 2021-02-11 05:54:45,996 - mmaction - INFO - Epoch [27][3440/3757] lr: 1.000e-03, eta: 11:46:17, time: 0.536, data_time: 0.001, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.2007, loss: 1.2007, grad_norm: 5.7013 2021-02-11 05:54:56,963 - mmaction - INFO - Epoch [27][3460/3757] lr: 1.000e-03, eta: 11:46:09, time: 0.549, data_time: 0.002, memory: 7076, top1_acc: 0.6680, top5_acc: 0.8773, loss_cls: 1.2922, loss: 1.2922, grad_norm: 5.9651 2021-02-11 05:55:07,514 - mmaction - INFO - Epoch [27][3480/3757] lr: 1.000e-03, eta: 11:45:59, time: 0.526, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8930, loss_cls: 1.1318, loss: 1.1318, grad_norm: 5.7302 2021-02-11 05:55:19,150 - mmaction - INFO - Epoch [27][3500/3757] lr: 1.000e-03, eta: 11:45:51, time: 0.583, data_time: 0.003, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1164, loss: 1.1164, grad_norm: 5.6604 2021-02-11 05:55:29,704 - mmaction - INFO - Epoch [27][3520/3757] lr: 1.000e-03, eta: 11:45:42, time: 0.527, data_time: 0.002, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8844, loss_cls: 1.2462, loss: 1.2462, grad_norm: 6.1104 2021-02-11 05:55:40,075 - mmaction - INFO - Epoch [27][3540/3757] lr: 1.000e-03, eta: 11:45:33, time: 0.519, data_time: 0.005, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1571, loss: 1.1571, grad_norm: 5.7256 2021-02-11 05:55:50,701 - mmaction - INFO - Epoch [27][3560/3757] lr: 1.000e-03, eta: 11:45:24, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8633, loss_cls: 1.2725, loss: 1.2725, grad_norm: 5.7080 2021-02-11 05:56:01,013 - mmaction - INFO - Epoch [27][3580/3757] lr: 1.000e-03, eta: 11:45:15, time: 0.514, data_time: 0.002, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1502, loss: 1.1502, grad_norm: 5.4360 2021-02-11 05:56:11,377 - mmaction - INFO - Epoch [27][3600/3757] lr: 1.000e-03, eta: 11:45:05, time: 0.521, data_time: 0.064, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8859, loss_cls: 1.1697, loss: 1.1697, grad_norm: 5.7932 2021-02-11 05:56:22,686 - mmaction - INFO - Epoch [27][3620/3757] lr: 1.000e-03, eta: 11:44:57, time: 0.564, data_time: 0.009, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1387, loss: 1.1387, grad_norm: 5.5343 2021-02-11 05:56:32,829 - mmaction - INFO - Epoch [27][3640/3757] lr: 1.000e-03, eta: 11:44:47, time: 0.508, data_time: 0.002, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1476, loss: 1.1476, grad_norm: 5.8171 2021-02-11 05:56:42,833 - mmaction - INFO - Epoch [27][3660/3757] lr: 1.000e-03, eta: 11:44:38, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8945, loss_cls: 1.1292, loss: 1.1292, grad_norm: 5.7440 2021-02-11 05:56:53,662 - mmaction - INFO - Epoch [27][3680/3757] lr: 1.000e-03, eta: 11:44:29, time: 0.542, data_time: 0.002, memory: 7076, top1_acc: 0.6922, top5_acc: 0.9062, loss_cls: 1.1406, loss: 1.1406, grad_norm: 5.7259 2021-02-11 05:57:04,646 - mmaction - INFO - Epoch [27][3700/3757] lr: 1.000e-03, eta: 11:44:20, time: 0.547, data_time: 0.002, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8820, loss_cls: 1.1971, loss: 1.1971, grad_norm: 5.8244 2021-02-11 05:57:13,457 - mmaction - INFO - Epoch [27][3720/3757] lr: 1.000e-03, eta: 11:44:10, time: 0.443, data_time: 0.045, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1160, loss: 1.1160, grad_norm: 5.8594 2021-02-11 05:57:26,669 - mmaction - INFO - Epoch [27][3740/3757] lr: 1.000e-03, eta: 11:44:03, time: 0.661, data_time: 0.101, memory: 7076, top1_acc: 0.6727, top5_acc: 0.8812, loss_cls: 1.2482, loss: 1.2482, grad_norm: 5.9017 2021-02-11 06:00:43,790 - mmaction - INFO - Epoch [28][20/3757] lr: 1.000e-03, eta: 11:46:00, time: 8.854, data_time: 8.336, memory: 7076, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.2280, loss: 1.2280, grad_norm: 5.7644 2021-02-11 06:00:55,581 - mmaction - INFO - Epoch [28][40/3757] lr: 1.000e-03, eta: 11:45:52, time: 0.591, data_time: 0.169, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9016, loss_cls: 1.0715, loss: 1.0715, grad_norm: 5.5383 2021-02-11 06:01:04,450 - mmaction - INFO - Epoch [28][60/3757] lr: 1.000e-03, eta: 11:45:41, time: 0.445, data_time: 0.003, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8992, loss_cls: 1.1166, loss: 1.1166, grad_norm: 5.6682 2021-02-11 06:01:16,441 - mmaction - INFO - Epoch [28][80/3757] lr: 1.000e-03, eta: 11:45:33, time: 0.599, data_time: 0.040, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9000, loss_cls: 1.0757, loss: 1.0757, grad_norm: 5.6535 2021-02-11 06:01:25,865 - mmaction - INFO - Epoch [28][100/3757] lr: 1.000e-03, eta: 11:45:23, time: 0.472, data_time: 0.109, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8977, loss_cls: 1.1045, loss: 1.1045, grad_norm: 5.6194 2021-02-11 06:01:36,586 - mmaction - INFO - Epoch [28][120/3757] lr: 1.000e-03, eta: 11:45:14, time: 0.534, data_time: 0.026, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1440, loss: 1.1440, grad_norm: 5.6647 2021-02-11 06:01:48,991 - mmaction - INFO - Epoch [28][140/3757] lr: 1.000e-03, eta: 11:45:07, time: 0.622, data_time: 0.003, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8867, loss_cls: 1.1967, loss: 1.1967, grad_norm: 5.8814 2021-02-11 06:01:59,575 - mmaction - INFO - Epoch [28][160/3757] lr: 1.000e-03, eta: 11:44:57, time: 0.527, data_time: 0.001, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9008, loss_cls: 1.1288, loss: 1.1288, grad_norm: 5.7169 2021-02-11 06:02:09,915 - mmaction - INFO - Epoch [28][180/3757] lr: 1.000e-03, eta: 11:44:48, time: 0.519, data_time: 0.004, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8883, loss_cls: 1.1848, loss: 1.1848, grad_norm: 5.7572 2021-02-11 06:02:20,288 - mmaction - INFO - Epoch [28][200/3757] lr: 1.000e-03, eta: 11:44:39, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.1985, loss: 1.1985, grad_norm: 5.8504 2021-02-11 06:02:30,854 - mmaction - INFO - Epoch [28][220/3757] lr: 1.000e-03, eta: 11:44:30, time: 0.529, data_time: 0.002, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9133, loss_cls: 1.0405, loss: 1.0405, grad_norm: 5.3976 2021-02-11 06:02:41,319 - mmaction - INFO - Epoch [28][240/3757] lr: 1.000e-03, eta: 11:44:20, time: 0.522, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.1889, loss: 1.1889, grad_norm: 5.8977 2021-02-11 06:02:50,692 - mmaction - INFO - Epoch [28][260/3757] lr: 1.000e-03, eta: 11:44:10, time: 0.470, data_time: 0.002, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0529, loss: 1.0529, grad_norm: 5.4649 2021-02-11 06:03:02,053 - mmaction - INFO - Epoch [28][280/3757] lr: 1.000e-03, eta: 11:44:02, time: 0.567, data_time: 0.007, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0844, loss: 1.0844, grad_norm: 5.5219 2021-02-11 06:03:11,291 - mmaction - INFO - Epoch [28][300/3757] lr: 1.000e-03, eta: 11:43:51, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8672, loss_cls: 1.2269, loss: 1.2269, grad_norm: 5.7289 2021-02-11 06:03:22,313 - mmaction - INFO - Epoch [28][320/3757] lr: 1.000e-03, eta: 11:43:43, time: 0.549, data_time: 0.000, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8953, loss_cls: 1.1370, loss: 1.1370, grad_norm: 5.5987 2021-02-11 06:03:32,866 - mmaction - INFO - Epoch [28][340/3757] lr: 1.000e-03, eta: 11:43:33, time: 0.529, data_time: 0.003, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8977, loss_cls: 1.0938, loss: 1.0938, grad_norm: 5.5927 2021-02-11 06:03:42,919 - mmaction - INFO - Epoch [28][360/3757] lr: 1.000e-03, eta: 11:43:24, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1064, loss: 1.1064, grad_norm: 5.5989 2021-02-11 06:03:53,049 - mmaction - INFO - Epoch [28][380/3757] lr: 1.000e-03, eta: 11:43:14, time: 0.505, data_time: 0.003, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8930, loss_cls: 1.1594, loss: 1.1594, grad_norm: 5.8402 2021-02-11 06:04:03,229 - mmaction - INFO - Epoch [28][400/3757] lr: 1.000e-03, eta: 11:43:05, time: 0.512, data_time: 0.004, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1135, loss: 1.1135, grad_norm: 5.6378 2021-02-11 06:04:13,674 - mmaction - INFO - Epoch [28][420/3757] lr: 1.000e-03, eta: 11:42:56, time: 0.522, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1695, loss: 1.1695, grad_norm: 5.8133 2021-02-11 06:04:24,349 - mmaction - INFO - Epoch [28][440/3757] lr: 1.000e-03, eta: 11:42:46, time: 0.533, data_time: 0.002, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.1521, loss: 1.1521, grad_norm: 5.5660 2021-02-11 06:04:34,040 - mmaction - INFO - Epoch [28][460/3757] lr: 1.000e-03, eta: 11:42:37, time: 0.486, data_time: 0.057, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9086, loss_cls: 1.0505, loss: 1.0505, grad_norm: 5.5210 2021-02-11 06:04:44,648 - mmaction - INFO - Epoch [28][480/3757] lr: 1.000e-03, eta: 11:42:27, time: 0.529, data_time: 0.001, memory: 7076, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1116, loss: 1.1116, grad_norm: 5.6010 2021-02-11 06:04:55,143 - mmaction - INFO - Epoch [28][500/3757] lr: 1.000e-03, eta: 11:42:18, time: 0.526, data_time: 0.002, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8836, loss_cls: 1.1801, loss: 1.1801, grad_norm: 5.5885 2021-02-11 06:05:06,850 - mmaction - INFO - Epoch [28][520/3757] lr: 1.000e-03, eta: 11:42:10, time: 0.584, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1759, loss: 1.1759, grad_norm: 5.7560 2021-02-11 06:05:15,804 - mmaction - INFO - Epoch [28][540/3757] lr: 1.000e-03, eta: 11:41:59, time: 0.449, data_time: 0.026, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.1815, loss: 1.1815, grad_norm: 5.7613 2021-02-11 06:05:27,128 - mmaction - INFO - Epoch [28][560/3757] lr: 1.000e-03, eta: 11:41:51, time: 0.565, data_time: 0.078, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0375, loss: 1.0375, grad_norm: 5.5249 2021-02-11 06:05:36,834 - mmaction - INFO - Epoch [28][580/3757] lr: 1.000e-03, eta: 11:41:41, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8742, loss_cls: 1.2320, loss: 1.2320, grad_norm: 5.8940 2021-02-11 06:05:46,933 - mmaction - INFO - Epoch [28][600/3757] lr: 1.000e-03, eta: 11:41:31, time: 0.505, data_time: 0.000, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.2128, loss: 1.2128, grad_norm: 5.7338 2021-02-11 06:05:58,953 - mmaction - INFO - Epoch [28][620/3757] lr: 1.000e-03, eta: 11:41:24, time: 0.601, data_time: 0.002, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8820, loss_cls: 1.2084, loss: 1.2084, grad_norm: 5.7633 2021-02-11 06:06:08,008 - mmaction - INFO - Epoch [28][640/3757] lr: 1.000e-03, eta: 11:41:13, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1388, loss: 1.1388, grad_norm: 5.6696 2021-02-11 06:06:18,652 - mmaction - INFO - Epoch [28][660/3757] lr: 1.000e-03, eta: 11:41:04, time: 0.528, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9031, loss_cls: 1.0786, loss: 1.0786, grad_norm: 5.5308 2021-02-11 06:06:28,504 - mmaction - INFO - Epoch [28][680/3757] lr: 1.000e-03, eta: 11:40:54, time: 0.497, data_time: 0.006, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1315, loss: 1.1315, grad_norm: 5.5602 2021-02-11 06:06:39,106 - mmaction - INFO - Epoch [28][700/3757] lr: 1.000e-03, eta: 11:40:45, time: 0.528, data_time: 0.019, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1348, loss: 1.1348, grad_norm: 5.5574 2021-02-11 06:06:49,716 - mmaction - INFO - Epoch [28][720/3757] lr: 1.000e-03, eta: 11:40:36, time: 0.531, data_time: 0.026, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0339, loss: 1.0339, grad_norm: 5.4133 2021-02-11 06:06:59,920 - mmaction - INFO - Epoch [28][740/3757] lr: 1.000e-03, eta: 11:40:26, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0929, loss: 1.0929, grad_norm: 5.5344 2021-02-11 06:07:09,729 - mmaction - INFO - Epoch [28][760/3757] lr: 1.000e-03, eta: 11:40:17, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1285, loss: 1.1285, grad_norm: 5.4047 2021-02-11 06:07:20,575 - mmaction - INFO - Epoch [28][780/3757] lr: 1.000e-03, eta: 11:40:08, time: 0.542, data_time: 0.002, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.1250, loss: 1.1250, grad_norm: 5.5722 2021-02-11 06:07:31,383 - mmaction - INFO - Epoch [28][800/3757] lr: 1.000e-03, eta: 11:39:59, time: 0.541, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1412, loss: 1.1412, grad_norm: 5.5844 2021-02-11 06:07:41,174 - mmaction - INFO - Epoch [28][820/3757] lr: 1.000e-03, eta: 11:39:49, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8969, loss_cls: 1.1543, loss: 1.1543, grad_norm: 5.8010 2021-02-11 06:07:51,097 - mmaction - INFO - Epoch [28][840/3757] lr: 1.000e-03, eta: 11:39:39, time: 0.496, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9078, loss_cls: 1.0770, loss: 1.0770, grad_norm: 5.4441 2021-02-11 06:08:01,629 - mmaction - INFO - Epoch [28][860/3757] lr: 1.000e-03, eta: 11:39:30, time: 0.522, data_time: 0.003, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.1032, loss: 1.1032, grad_norm: 5.6059 2021-02-11 06:08:12,294 - mmaction - INFO - Epoch [28][880/3757] lr: 1.000e-03, eta: 11:39:21, time: 0.538, data_time: 0.006, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8859, loss_cls: 1.1257, loss: 1.1257, grad_norm: 5.6782 2021-02-11 06:08:24,493 - mmaction - INFO - Epoch [28][900/3757] lr: 1.000e-03, eta: 11:39:13, time: 0.610, data_time: 0.002, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.1675, loss: 1.1675, grad_norm: 5.7315 2021-02-11 06:08:33,227 - mmaction - INFO - Epoch [28][920/3757] lr: 1.000e-03, eta: 11:39:02, time: 0.437, data_time: 0.029, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8844, loss_cls: 1.1947, loss: 1.1947, grad_norm: 5.7616 2021-02-11 06:08:45,569 - mmaction - INFO - Epoch [28][940/3757] lr: 1.000e-03, eta: 11:38:55, time: 0.613, data_time: 0.165, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1170, loss: 1.1170, grad_norm: 5.7464 2021-02-11 06:08:58,398 - mmaction - INFO - Epoch [28][960/3757] lr: 1.000e-03, eta: 11:38:47, time: 0.645, data_time: 0.006, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8844, loss_cls: 1.2004, loss: 1.2004, grad_norm: 5.9539 2021-02-11 06:09:07,980 - mmaction - INFO - Epoch [28][980/3757] lr: 1.000e-03, eta: 11:38:37, time: 0.480, data_time: 0.004, memory: 7076, top1_acc: 0.7086, top5_acc: 0.9000, loss_cls: 1.0775, loss: 1.0775, grad_norm: 5.6523 2021-02-11 06:09:18,479 - mmaction - INFO - Epoch [28][1000/3757] lr: 1.000e-03, eta: 11:38:28, time: 0.522, data_time: 0.000, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8938, loss_cls: 1.1649, loss: 1.1649, grad_norm: 5.8602 2021-02-11 06:09:30,085 - mmaction - INFO - Epoch [28][1020/3757] lr: 1.000e-03, eta: 11:38:20, time: 0.580, data_time: 0.003, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0517, loss: 1.0517, grad_norm: 5.6047 2021-02-11 06:09:39,729 - mmaction - INFO - Epoch [28][1040/3757] lr: 1.000e-03, eta: 11:38:10, time: 0.485, data_time: 0.018, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8883, loss_cls: 1.1571, loss: 1.1571, grad_norm: 5.7188 2021-02-11 06:09:49,945 - mmaction - INFO - Epoch [28][1060/3757] lr: 1.000e-03, eta: 11:38:00, time: 0.510, data_time: 0.150, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8938, loss_cls: 1.1153, loss: 1.1153, grad_norm: 5.6184 2021-02-11 06:10:01,096 - mmaction - INFO - Epoch [28][1080/3757] lr: 1.000e-03, eta: 11:37:51, time: 0.552, data_time: 0.002, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.1237, loss: 1.1237, grad_norm: 5.5652 2021-02-11 06:10:11,302 - mmaction - INFO - Epoch [28][1100/3757] lr: 1.000e-03, eta: 11:37:42, time: 0.513, data_time: 0.007, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8984, loss_cls: 1.1409, loss: 1.1409, grad_norm: 5.7180 2021-02-11 06:10:21,067 - mmaction - INFO - Epoch [28][1120/3757] lr: 1.000e-03, eta: 11:37:32, time: 0.491, data_time: 0.004, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1243, loss: 1.1243, grad_norm: 5.6616 2021-02-11 06:10:31,050 - mmaction - INFO - Epoch [28][1140/3757] lr: 1.000e-03, eta: 11:37:23, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2298, loss: 1.2298, grad_norm: 5.7135 2021-02-11 06:10:41,732 - mmaction - INFO - Epoch [28][1160/3757] lr: 1.000e-03, eta: 11:37:13, time: 0.534, data_time: 0.003, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0720, loss: 1.0720, grad_norm: 5.6425 2021-02-11 06:10:52,201 - mmaction - INFO - Epoch [28][1180/3757] lr: 1.000e-03, eta: 11:37:04, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1464, loss: 1.1464, grad_norm: 5.8022 2021-02-11 06:11:02,364 - mmaction - INFO - Epoch [28][1200/3757] lr: 1.000e-03, eta: 11:36:55, time: 0.512, data_time: 0.006, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2251, loss: 1.2251, grad_norm: 5.8098 2021-02-11 06:11:13,211 - mmaction - INFO - Epoch [28][1220/3757] lr: 1.000e-03, eta: 11:36:46, time: 0.539, data_time: 0.002, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1942, loss: 1.1942, grad_norm: 5.8144 2021-02-11 06:11:23,133 - mmaction - INFO - Epoch [28][1240/3757] lr: 1.000e-03, eta: 11:36:36, time: 0.500, data_time: 0.004, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9094, loss_cls: 1.0326, loss: 1.0326, grad_norm: 5.3829 2021-02-11 06:11:33,332 - mmaction - INFO - Epoch [28][1260/3757] lr: 1.000e-03, eta: 11:36:26, time: 0.508, data_time: 0.039, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1665, loss: 1.1665, grad_norm: 5.8741 2021-02-11 06:11:43,247 - mmaction - INFO - Epoch [28][1280/3757] lr: 1.000e-03, eta: 11:36:17, time: 0.497, data_time: 0.004, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8844, loss_cls: 1.2041, loss: 1.2041, grad_norm: 5.9133 2021-02-11 06:11:53,950 - mmaction - INFO - Epoch [28][1300/3757] lr: 1.000e-03, eta: 11:36:08, time: 0.535, data_time: 0.118, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.1891, loss: 1.1891, grad_norm: 5.8813 2021-02-11 06:12:04,963 - mmaction - INFO - Epoch [28][1320/3757] lr: 1.000e-03, eta: 11:35:59, time: 0.550, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0684, loss: 1.0684, grad_norm: 5.5700 2021-02-11 06:12:14,168 - mmaction - INFO - Epoch [28][1340/3757] lr: 1.000e-03, eta: 11:35:49, time: 0.460, data_time: 0.002, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.1578, loss: 1.1578, grad_norm: 5.6532 2021-02-11 06:12:23,582 - mmaction - INFO - Epoch [28][1360/3757] lr: 1.000e-03, eta: 11:35:38, time: 0.471, data_time: 0.033, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8859, loss_cls: 1.2026, loss: 1.2026, grad_norm: 5.8750 2021-02-11 06:12:34,027 - mmaction - INFO - Epoch [28][1380/3757] lr: 1.000e-03, eta: 11:35:29, time: 0.522, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8992, loss_cls: 1.1113, loss: 1.1113, grad_norm: 5.7693 2021-02-11 06:12:44,008 - mmaction - INFO - Epoch [28][1400/3757] lr: 1.000e-03, eta: 11:35:19, time: 0.499, data_time: 0.041, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1021, loss: 1.1021, grad_norm: 5.6291 2021-02-11 06:12:55,212 - mmaction - INFO - Epoch [28][1420/3757] lr: 1.000e-03, eta: 11:35:11, time: 0.559, data_time: 0.112, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.0915, loss: 1.0915, grad_norm: 5.6114 2021-02-11 06:13:04,152 - mmaction - INFO - Epoch [28][1440/3757] lr: 1.000e-03, eta: 11:35:00, time: 0.448, data_time: 0.011, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8828, loss_cls: 1.1999, loss: 1.1999, grad_norm: 5.8775 2021-02-11 06:13:14,625 - mmaction - INFO - Epoch [28][1460/3757] lr: 1.000e-03, eta: 11:34:51, time: 0.522, data_time: 0.003, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.1950, loss: 1.1950, grad_norm: 5.8038 2021-02-11 06:13:24,219 - mmaction - INFO - Epoch [28][1480/3757] lr: 1.000e-03, eta: 11:34:41, time: 0.481, data_time: 0.003, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.2155, loss: 1.2155, grad_norm: 5.8155 2021-02-11 06:13:34,310 - mmaction - INFO - Epoch [28][1500/3757] lr: 1.000e-03, eta: 11:34:31, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.1608, loss: 1.1608, grad_norm: 5.6971 2021-02-11 06:13:44,548 - mmaction - INFO - Epoch [28][1520/3757] lr: 1.000e-03, eta: 11:34:22, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8852, loss_cls: 1.1981, loss: 1.1981, grad_norm: 5.8041 2021-02-11 06:13:54,898 - mmaction - INFO - Epoch [28][1540/3757] lr: 1.000e-03, eta: 11:34:13, time: 0.518, data_time: 0.002, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8805, loss_cls: 1.2184, loss: 1.2184, grad_norm: 5.9365 2021-02-11 06:14:05,249 - mmaction - INFO - Epoch [28][1560/3757] lr: 1.000e-03, eta: 11:34:03, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1618, loss: 1.1618, grad_norm: 5.5755 2021-02-11 06:14:14,976 - mmaction - INFO - Epoch [28][1580/3757] lr: 1.000e-03, eta: 11:33:53, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8992, loss_cls: 1.1217, loss: 1.1217, grad_norm: 5.6505 2021-02-11 06:14:25,554 - mmaction - INFO - Epoch [28][1600/3757] lr: 1.000e-03, eta: 11:33:44, time: 0.528, data_time: 0.000, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.0928, loss: 1.0928, grad_norm: 5.5288 2021-02-11 06:14:35,373 - mmaction - INFO - Epoch [28][1620/3757] lr: 1.000e-03, eta: 11:33:34, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8898, loss_cls: 1.1239, loss: 1.1239, grad_norm: 5.6726 2021-02-11 06:14:45,721 - mmaction - INFO - Epoch [28][1640/3757] lr: 1.000e-03, eta: 11:33:25, time: 0.516, data_time: 0.000, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.0843, loss: 1.0843, grad_norm: 5.7137 2021-02-11 06:14:55,007 - mmaction - INFO - Epoch [28][1660/3757] lr: 1.000e-03, eta: 11:33:15, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0773, loss: 1.0773, grad_norm: 5.6119 2021-02-11 06:15:05,961 - mmaction - INFO - Epoch [28][1680/3757] lr: 1.000e-03, eta: 11:33:06, time: 0.538, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.9000, loss_cls: 1.1347, loss: 1.1347, grad_norm: 5.7982 2021-02-11 06:15:16,131 - mmaction - INFO - Epoch [28][1700/3757] lr: 1.000e-03, eta: 11:32:56, time: 0.518, data_time: 0.011, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1721, loss: 1.1721, grad_norm: 5.7195 2021-02-11 06:15:27,530 - mmaction - INFO - Epoch [28][1720/3757] lr: 1.000e-03, eta: 11:32:48, time: 0.571, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8914, loss_cls: 1.1216, loss: 1.1216, grad_norm: 5.6732 2021-02-11 06:15:37,670 - mmaction - INFO - Epoch [28][1740/3757] lr: 1.000e-03, eta: 11:32:38, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1949, loss: 1.1949, grad_norm: 5.6854 2021-02-11 06:15:46,736 - mmaction - INFO - Epoch [28][1760/3757] lr: 1.000e-03, eta: 11:32:28, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1192, loss: 1.1192, grad_norm: 5.5968 2021-02-11 06:15:57,481 - mmaction - INFO - Epoch [28][1780/3757] lr: 1.000e-03, eta: 11:32:19, time: 0.536, data_time: 0.001, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1449, loss: 1.1449, grad_norm: 5.7455 2021-02-11 06:16:08,516 - mmaction - INFO - Epoch [28][1800/3757] lr: 1.000e-03, eta: 11:32:10, time: 0.552, data_time: 0.002, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.1719, loss: 1.1719, grad_norm: 5.7248 2021-02-11 06:16:18,598 - mmaction - INFO - Epoch [28][1820/3757] lr: 1.000e-03, eta: 11:32:00, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.2194, loss: 1.2194, grad_norm: 5.8733 2021-02-11 06:16:28,679 - mmaction - INFO - Epoch [28][1840/3757] lr: 1.000e-03, eta: 11:31:51, time: 0.504, data_time: 0.010, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8867, loss_cls: 1.1642, loss: 1.1642, grad_norm: 5.7469 2021-02-11 06:16:39,942 - mmaction - INFO - Epoch [28][1860/3757] lr: 1.000e-03, eta: 11:31:42, time: 0.562, data_time: 0.013, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8953, loss_cls: 1.1291, loss: 1.1291, grad_norm: 5.4650 2021-02-11 06:16:50,254 - mmaction - INFO - Epoch [28][1880/3757] lr: 1.000e-03, eta: 11:31:33, time: 0.517, data_time: 0.002, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.1124, loss: 1.1124, grad_norm: 5.5159 2021-02-11 06:17:01,036 - mmaction - INFO - Epoch [28][1900/3757] lr: 1.000e-03, eta: 11:31:24, time: 0.539, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0869, loss: 1.0869, grad_norm: 5.7350 2021-02-11 06:17:10,579 - mmaction - INFO - Epoch [28][1920/3757] lr: 1.000e-03, eta: 11:31:14, time: 0.477, data_time: 0.003, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.1221, loss: 1.1221, grad_norm: 5.6599 2021-02-11 06:17:20,213 - mmaction - INFO - Epoch [28][1940/3757] lr: 1.000e-03, eta: 11:31:04, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.8922, loss_cls: 1.0939, loss: 1.0939, grad_norm: 5.4575 2021-02-11 06:17:30,526 - mmaction - INFO - Epoch [28][1960/3757] lr: 1.000e-03, eta: 11:30:54, time: 0.515, data_time: 0.005, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8961, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.7175 2021-02-11 06:17:40,906 - mmaction - INFO - Epoch [28][1980/3757] lr: 1.000e-03, eta: 11:30:45, time: 0.519, data_time: 0.007, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8945, loss_cls: 1.1516, loss: 1.1516, grad_norm: 5.7006 2021-02-11 06:17:50,397 - mmaction - INFO - Epoch [28][2000/3757] lr: 1.000e-03, eta: 11:30:35, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8852, loss_cls: 1.2219, loss: 1.2219, grad_norm: 5.9719 2021-02-11 06:18:01,133 - mmaction - INFO - Epoch [28][2020/3757] lr: 1.000e-03, eta: 11:30:26, time: 0.536, data_time: 0.000, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8875, loss_cls: 1.1860, loss: 1.1860, grad_norm: 5.8387 2021-02-11 06:18:11,977 - mmaction - INFO - Epoch [28][2040/3757] lr: 1.000e-03, eta: 11:30:17, time: 0.543, data_time: 0.002, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8945, loss_cls: 1.1702, loss: 1.1702, grad_norm: 5.6923 2021-02-11 06:18:22,043 - mmaction - INFO - Epoch [28][2060/3757] lr: 1.000e-03, eta: 11:30:07, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8930, loss_cls: 1.1626, loss: 1.1626, grad_norm: 5.8443 2021-02-11 06:18:31,833 - mmaction - INFO - Epoch [28][2080/3757] lr: 1.000e-03, eta: 11:29:57, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1234, loss: 1.1234, grad_norm: 5.7096 2021-02-11 06:18:42,028 - mmaction - INFO - Epoch [28][2100/3757] lr: 1.000e-03, eta: 11:29:48, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2519, loss: 1.2519, grad_norm: 6.0202 2021-02-11 06:18:52,237 - mmaction - INFO - Epoch [28][2120/3757] lr: 1.000e-03, eta: 11:29:38, time: 0.510, data_time: 0.029, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1426, loss: 1.1426, grad_norm: 5.7668 2021-02-11 06:19:02,242 - mmaction - INFO - Epoch [28][2140/3757] lr: 1.000e-03, eta: 11:29:29, time: 0.501, data_time: 0.085, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1198, loss: 1.1198, grad_norm: 5.7321 2021-02-11 06:19:12,475 - mmaction - INFO - Epoch [28][2160/3757] lr: 1.000e-03, eta: 11:29:19, time: 0.511, data_time: 0.148, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1455, loss: 1.1455, grad_norm: 5.5615 2021-02-11 06:19:22,472 - mmaction - INFO - Epoch [28][2180/3757] lr: 1.000e-03, eta: 11:29:09, time: 0.500, data_time: 0.121, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1946, loss: 1.1946, grad_norm: 5.8549 2021-02-11 06:19:32,270 - mmaction - INFO - Epoch [28][2200/3757] lr: 1.000e-03, eta: 11:29:00, time: 0.490, data_time: 0.009, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1808, loss: 1.1808, grad_norm: 5.7101 2021-02-11 06:19:42,920 - mmaction - INFO - Epoch [28][2220/3757] lr: 1.000e-03, eta: 11:28:50, time: 0.528, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1892, loss: 1.1892, grad_norm: 5.8757 2021-02-11 06:19:52,250 - mmaction - INFO - Epoch [28][2240/3757] lr: 1.000e-03, eta: 11:28:40, time: 0.472, data_time: 0.006, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1710, loss: 1.1710, grad_norm: 5.7501 2021-02-11 06:20:03,958 - mmaction - INFO - Epoch [28][2260/3757] lr: 1.000e-03, eta: 11:28:32, time: 0.585, data_time: 0.009, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8961, loss_cls: 1.1204, loss: 1.1204, grad_norm: 5.7532 2021-02-11 06:20:12,740 - mmaction - INFO - Epoch [28][2280/3757] lr: 1.000e-03, eta: 11:28:21, time: 0.439, data_time: 0.036, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8938, loss_cls: 1.1306, loss: 1.1306, grad_norm: 5.7664 2021-02-11 06:20:22,818 - mmaction - INFO - Epoch [28][2300/3757] lr: 1.000e-03, eta: 11:28:12, time: 0.504, data_time: 0.011, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8773, loss_cls: 1.1847, loss: 1.1847, grad_norm: 5.8027 2021-02-11 06:20:33,103 - mmaction - INFO - Epoch [28][2320/3757] lr: 1.000e-03, eta: 11:28:02, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8938, loss_cls: 1.1299, loss: 1.1299, grad_norm: 5.5504 2021-02-11 06:20:42,374 - mmaction - INFO - Epoch [28][2340/3757] lr: 1.000e-03, eta: 11:27:52, time: 0.467, data_time: 0.010, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.0955, loss: 1.0955, grad_norm: 5.7206 2021-02-11 06:20:53,407 - mmaction - INFO - Epoch [28][2360/3757] lr: 1.000e-03, eta: 11:27:43, time: 0.550, data_time: 0.001, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8953, loss_cls: 1.1106, loss: 1.1106, grad_norm: 5.7190 2021-02-11 06:21:04,027 - mmaction - INFO - Epoch [28][2380/3757] lr: 1.000e-03, eta: 11:27:34, time: 0.532, data_time: 0.002, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8945, loss_cls: 1.1699, loss: 1.1699, grad_norm: 5.8612 2021-02-11 06:21:15,315 - mmaction - INFO - Epoch [28][2400/3757] lr: 1.000e-03, eta: 11:27:25, time: 0.562, data_time: 0.003, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9031, loss_cls: 1.0888, loss: 1.0888, grad_norm: 5.6906 2021-02-11 06:21:23,710 - mmaction - INFO - Epoch [28][2420/3757] lr: 1.000e-03, eta: 11:27:14, time: 0.422, data_time: 0.038, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1700, loss: 1.1700, grad_norm: 5.8667 2021-02-11 06:21:34,241 - mmaction - INFO - Epoch [28][2440/3757] lr: 1.000e-03, eta: 11:27:05, time: 0.526, data_time: 0.030, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9047, loss_cls: 1.0611, loss: 1.0611, grad_norm: 5.5515 2021-02-11 06:21:44,591 - mmaction - INFO - Epoch [28][2460/3757] lr: 1.000e-03, eta: 11:26:56, time: 0.518, data_time: 0.068, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1398, loss: 1.1398, grad_norm: 5.7625 2021-02-11 06:21:55,474 - mmaction - INFO - Epoch [28][2480/3757] lr: 1.000e-03, eta: 11:26:47, time: 0.542, data_time: 0.099, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.1824, loss: 1.1824, grad_norm: 5.6779 2021-02-11 06:22:04,976 - mmaction - INFO - Epoch [28][2500/3757] lr: 1.000e-03, eta: 11:26:37, time: 0.477, data_time: 0.004, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1121, loss: 1.1121, grad_norm: 5.5926 2021-02-11 06:22:15,374 - mmaction - INFO - Epoch [28][2520/3757] lr: 1.000e-03, eta: 11:26:27, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8875, loss_cls: 1.1929, loss: 1.1929, grad_norm: 5.7866 2021-02-11 06:22:25,449 - mmaction - INFO - Epoch [28][2540/3757] lr: 1.000e-03, eta: 11:26:18, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0701, loss: 1.0701, grad_norm: 5.4563 2021-02-11 06:22:35,660 - mmaction - INFO - Epoch [28][2560/3757] lr: 1.000e-03, eta: 11:26:08, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1474, loss: 1.1474, grad_norm: 5.7052 2021-02-11 06:22:47,292 - mmaction - INFO - Epoch [28][2580/3757] lr: 1.000e-03, eta: 11:26:00, time: 0.578, data_time: 0.002, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8898, loss_cls: 1.1744, loss: 1.1744, grad_norm: 5.9863 2021-02-11 06:22:55,988 - mmaction - INFO - Epoch [28][2600/3757] lr: 1.000e-03, eta: 11:25:49, time: 0.439, data_time: 0.019, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8945, loss_cls: 1.1297, loss: 1.1297, grad_norm: 5.7556 2021-02-11 06:23:06,995 - mmaction - INFO - Epoch [28][2620/3757] lr: 1.000e-03, eta: 11:25:40, time: 0.550, data_time: 0.015, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1485, loss: 1.1485, grad_norm: 5.6832 2021-02-11 06:23:16,642 - mmaction - INFO - Epoch [28][2640/3757] lr: 1.000e-03, eta: 11:25:30, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1493, loss: 1.1493, grad_norm: 5.8524 2021-02-11 06:23:27,141 - mmaction - INFO - Epoch [28][2660/3757] lr: 1.000e-03, eta: 11:25:21, time: 0.524, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8898, loss_cls: 1.1900, loss: 1.1900, grad_norm: 5.8568 2021-02-11 06:23:37,396 - mmaction - INFO - Epoch [28][2680/3757] lr: 1.000e-03, eta: 11:25:11, time: 0.510, data_time: 0.003, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.0997, loss: 1.0997, grad_norm: 5.7342 2021-02-11 06:23:46,785 - mmaction - INFO - Epoch [28][2700/3757] lr: 1.000e-03, eta: 11:25:01, time: 0.473, data_time: 0.062, memory: 7076, top1_acc: 0.6820, top5_acc: 0.8766, loss_cls: 1.2434, loss: 1.2434, grad_norm: 6.1254 2021-02-11 06:23:58,089 - mmaction - INFO - Epoch [28][2720/3757] lr: 1.000e-03, eta: 11:24:53, time: 0.565, data_time: 0.084, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8859, loss_cls: 1.1824, loss: 1.1824, grad_norm: 5.9812 2021-02-11 06:24:07,864 - mmaction - INFO - Epoch [28][2740/3757] lr: 1.000e-03, eta: 11:24:43, time: 0.489, data_time: 0.019, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.2197, loss: 1.2197, grad_norm: 5.9526 2021-02-11 06:24:18,521 - mmaction - INFO - Epoch [28][2760/3757] lr: 1.000e-03, eta: 11:24:34, time: 0.533, data_time: 0.069, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1233, loss: 1.1233, grad_norm: 5.7664 2021-02-11 06:24:27,768 - mmaction - INFO - Epoch [28][2780/3757] lr: 1.000e-03, eta: 11:24:23, time: 0.462, data_time: 0.084, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9141, loss_cls: 1.0364, loss: 1.0364, grad_norm: 5.6119 2021-02-11 06:24:38,154 - mmaction - INFO - Epoch [28][2800/3757] lr: 1.000e-03, eta: 11:24:14, time: 0.517, data_time: 0.094, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.9736 2021-02-11 06:24:48,477 - mmaction - INFO - Epoch [28][2820/3757] lr: 1.000e-03, eta: 11:24:05, time: 0.519, data_time: 0.073, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8922, loss_cls: 1.1727, loss: 1.1727, grad_norm: 5.8553 2021-02-11 06:24:57,630 - mmaction - INFO - Epoch [28][2840/3757] lr: 1.000e-03, eta: 11:23:54, time: 0.458, data_time: 0.033, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1896, loss: 1.1896, grad_norm: 5.7621 2021-02-11 06:25:08,995 - mmaction - INFO - Epoch [28][2860/3757] lr: 1.000e-03, eta: 11:23:46, time: 0.568, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8977, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.0849 2021-02-11 06:25:19,254 - mmaction - INFO - Epoch [28][2880/3757] lr: 1.000e-03, eta: 11:23:36, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9070, loss_cls: 1.0619, loss: 1.0619, grad_norm: 5.5572 2021-02-11 06:25:29,868 - mmaction - INFO - Epoch [28][2900/3757] lr: 1.000e-03, eta: 11:23:27, time: 0.533, data_time: 0.004, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.1184, loss: 1.1184, grad_norm: 5.6875 2021-02-11 06:25:40,698 - mmaction - INFO - Epoch [28][2920/3757] lr: 1.000e-03, eta: 11:23:18, time: 0.542, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1976, loss: 1.1976, grad_norm: 5.9536 2021-02-11 06:25:50,158 - mmaction - INFO - Epoch [28][2940/3757] lr: 1.000e-03, eta: 11:23:08, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1269, loss: 1.1269, grad_norm: 5.6061 2021-02-11 06:26:01,234 - mmaction - INFO - Epoch [28][2960/3757] lr: 1.000e-03, eta: 11:22:59, time: 0.549, data_time: 0.014, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1784, loss: 1.1784, grad_norm: 5.7041 2021-02-11 06:26:10,781 - mmaction - INFO - Epoch [28][2980/3757] lr: 1.000e-03, eta: 11:22:49, time: 0.482, data_time: 0.032, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.0876, loss: 1.0876, grad_norm: 5.7962 2021-02-11 06:26:21,654 - mmaction - INFO - Epoch [28][3000/3757] lr: 1.000e-03, eta: 11:22:40, time: 0.543, data_time: 0.077, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9000, loss_cls: 1.1193, loss: 1.1193, grad_norm: 5.6388 2021-02-11 06:26:31,768 - mmaction - INFO - Epoch [28][3020/3757] lr: 1.000e-03, eta: 11:22:31, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2363, loss: 1.2363, grad_norm: 5.8113 2021-02-11 06:26:41,499 - mmaction - INFO - Epoch [28][3040/3757] lr: 1.000e-03, eta: 11:22:21, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8914, loss_cls: 1.1933, loss: 1.1933, grad_norm: 6.0327 2021-02-11 06:26:51,994 - mmaction - INFO - Epoch [28][3060/3757] lr: 1.000e-03, eta: 11:22:11, time: 0.524, data_time: 0.001, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.2218, loss: 1.2218, grad_norm: 5.9105 2021-02-11 06:27:02,765 - mmaction - INFO - Epoch [28][3080/3757] lr: 1.000e-03, eta: 11:22:02, time: 0.537, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8977, loss_cls: 1.1074, loss: 1.1074, grad_norm: 5.5613 2021-02-11 06:27:12,346 - mmaction - INFO - Epoch [28][3100/3757] lr: 1.000e-03, eta: 11:21:52, time: 0.481, data_time: 0.003, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8977, loss_cls: 1.1392, loss: 1.1392, grad_norm: 5.7006 2021-02-11 06:27:21,641 - mmaction - INFO - Epoch [28][3120/3757] lr: 1.000e-03, eta: 11:21:42, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8914, loss_cls: 1.1283, loss: 1.1283, grad_norm: 5.6790 2021-02-11 06:27:32,059 - mmaction - INFO - Epoch [28][3140/3757] lr: 1.000e-03, eta: 11:21:33, time: 0.521, data_time: 0.002, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8922, loss_cls: 1.1537, loss: 1.1537, grad_norm: 5.8722 2021-02-11 06:27:43,153 - mmaction - INFO - Epoch [28][3160/3757] lr: 1.000e-03, eta: 11:21:24, time: 0.555, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2199, loss: 1.2199, grad_norm: 5.9953 2021-02-11 06:27:53,891 - mmaction - INFO - Epoch [28][3180/3757] lr: 1.000e-03, eta: 11:21:15, time: 0.537, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1342, loss: 1.1342, grad_norm: 5.6141 2021-02-11 06:28:03,436 - mmaction - INFO - Epoch [28][3200/3757] lr: 1.000e-03, eta: 11:21:05, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.6641, top5_acc: 0.8727, loss_cls: 1.2353, loss: 1.2353, grad_norm: 5.9833 2021-02-11 06:28:14,312 - mmaction - INFO - Epoch [28][3220/3757] lr: 1.000e-03, eta: 11:20:56, time: 0.544, data_time: 0.184, memory: 7076, top1_acc: 0.6859, top5_acc: 0.8852, loss_cls: 1.2097, loss: 1.2097, grad_norm: 5.9647 2021-02-11 06:28:24,111 - mmaction - INFO - Epoch [28][3240/3757] lr: 1.000e-03, eta: 11:20:46, time: 0.490, data_time: 0.134, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0964, loss: 1.0964, grad_norm: 5.6130 2021-02-11 06:28:34,283 - mmaction - INFO - Epoch [28][3260/3757] lr: 1.000e-03, eta: 11:20:36, time: 0.508, data_time: 0.087, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8820, loss_cls: 1.2075, loss: 1.2075, grad_norm: 6.0310 2021-02-11 06:28:45,024 - mmaction - INFO - Epoch [28][3280/3757] lr: 1.000e-03, eta: 11:20:27, time: 0.533, data_time: 0.002, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1549, loss: 1.1549, grad_norm: 5.7733 2021-02-11 06:28:55,650 - mmaction - INFO - Epoch [28][3300/3757] lr: 1.000e-03, eta: 11:20:18, time: 0.533, data_time: 0.006, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1547, loss: 1.1547, grad_norm: 5.6634 2021-02-11 06:29:04,849 - mmaction - INFO - Epoch [28][3320/3757] lr: 1.000e-03, eta: 11:20:08, time: 0.464, data_time: 0.004, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2559, loss: 1.2559, grad_norm: 5.9357 2021-02-11 06:29:15,528 - mmaction - INFO - Epoch [28][3340/3757] lr: 1.000e-03, eta: 11:19:59, time: 0.532, data_time: 0.004, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8852, loss_cls: 1.1826, loss: 1.1826, grad_norm: 5.8273 2021-02-11 06:29:25,016 - mmaction - INFO - Epoch [28][3360/3757] lr: 1.000e-03, eta: 11:19:49, time: 0.476, data_time: 0.003, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8953, loss_cls: 1.1650, loss: 1.1650, grad_norm: 5.9910 2021-02-11 06:29:35,319 - mmaction - INFO - Epoch [28][3380/3757] lr: 1.000e-03, eta: 11:19:39, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1866, loss: 1.1866, grad_norm: 5.8574 2021-02-11 06:29:45,791 - mmaction - INFO - Epoch [28][3400/3757] lr: 1.000e-03, eta: 11:19:30, time: 0.522, data_time: 0.012, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8992, loss_cls: 1.1259, loss: 1.1259, grad_norm: 5.7068 2021-02-11 06:29:56,231 - mmaction - INFO - Epoch [28][3420/3757] lr: 1.000e-03, eta: 11:19:20, time: 0.523, data_time: 0.023, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8906, loss_cls: 1.1742, loss: 1.1742, grad_norm: 5.8730 2021-02-11 06:30:07,697 - mmaction - INFO - Epoch [28][3440/3757] lr: 1.000e-03, eta: 11:19:12, time: 0.572, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1684, loss: 1.1684, grad_norm: 5.7109 2021-02-11 06:30:16,874 - mmaction - INFO - Epoch [28][3460/3757] lr: 1.000e-03, eta: 11:19:02, time: 0.460, data_time: 0.002, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1380, loss: 1.1380, grad_norm: 5.5802 2021-02-11 06:30:27,079 - mmaction - INFO - Epoch [28][3480/3757] lr: 1.000e-03, eta: 11:18:52, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8930, loss_cls: 1.1808, loss: 1.1808, grad_norm: 5.9149 2021-02-11 06:30:37,430 - mmaction - INFO - Epoch [28][3500/3757] lr: 1.000e-03, eta: 11:18:43, time: 0.518, data_time: 0.004, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1487, loss: 1.1487, grad_norm: 5.8516 2021-02-11 06:30:47,692 - mmaction - INFO - Epoch [28][3520/3757] lr: 1.000e-03, eta: 11:18:33, time: 0.511, data_time: 0.001, memory: 7076, top1_acc: 0.6836, top5_acc: 0.8789, loss_cls: 1.2340, loss: 1.2340, grad_norm: 5.9574 2021-02-11 06:30:57,688 - mmaction - INFO - Epoch [28][3540/3757] lr: 1.000e-03, eta: 11:18:23, time: 0.501, data_time: 0.003, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.1857, loss: 1.1857, grad_norm: 5.9073 2021-02-11 06:31:07,851 - mmaction - INFO - Epoch [28][3560/3757] lr: 1.000e-03, eta: 11:18:14, time: 0.507, data_time: 0.003, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8930, loss_cls: 1.1408, loss: 1.1408, grad_norm: 5.9483 2021-02-11 06:31:17,855 - mmaction - INFO - Epoch [28][3580/3757] lr: 1.000e-03, eta: 11:18:04, time: 0.503, data_time: 0.004, memory: 7076, top1_acc: 0.7023, top5_acc: 0.9000, loss_cls: 1.1611, loss: 1.1611, grad_norm: 5.8560 2021-02-11 06:31:27,919 - mmaction - INFO - Epoch [28][3600/3757] lr: 1.000e-03, eta: 11:17:55, time: 0.503, data_time: 0.012, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2487, loss: 1.2487, grad_norm: 5.9885 2021-02-11 06:31:38,138 - mmaction - INFO - Epoch [28][3620/3757] lr: 1.000e-03, eta: 11:17:45, time: 0.511, data_time: 0.002, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8875, loss_cls: 1.1740, loss: 1.1740, grad_norm: 5.8404 2021-02-11 06:31:48,813 - mmaction - INFO - Epoch [28][3640/3757] lr: 1.000e-03, eta: 11:17:36, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1715, loss: 1.1715, grad_norm: 6.0043 2021-02-11 06:31:57,864 - mmaction - INFO - Epoch [28][3660/3757] lr: 1.000e-03, eta: 11:17:26, time: 0.454, data_time: 0.103, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8945, loss_cls: 1.1381, loss: 1.1381, grad_norm: 5.8252 2021-02-11 06:32:08,427 - mmaction - INFO - Epoch [28][3680/3757] lr: 1.000e-03, eta: 11:17:16, time: 0.526, data_time: 0.078, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8898, loss_cls: 1.1578, loss: 1.1578, grad_norm: 5.6822 2021-02-11 06:32:19,571 - mmaction - INFO - Epoch [28][3700/3757] lr: 1.000e-03, eta: 11:17:07, time: 0.557, data_time: 0.035, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8914, loss_cls: 1.1709, loss: 1.1709, grad_norm: 5.9099 2021-02-11 06:32:28,484 - mmaction - INFO - Epoch [28][3720/3757] lr: 1.000e-03, eta: 11:16:57, time: 0.449, data_time: 0.005, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1268, loss: 1.1268, grad_norm: 5.7336 2021-02-11 06:32:39,314 - mmaction - INFO - Epoch [28][3740/3757] lr: 1.000e-03, eta: 11:16:48, time: 0.541, data_time: 0.001, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8805, loss_cls: 1.2316, loss: 1.2316, grad_norm: 5.8589 2021-02-11 06:35:32,086 - mmaction - INFO - Epoch [29][20/3757] lr: 1.000e-03, eta: 11:18:16, time: 7.674, data_time: 7.115, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0529, loss: 1.0529, grad_norm: 5.6853 2021-02-11 06:35:42,382 - mmaction - INFO - Epoch [29][40/3757] lr: 1.000e-03, eta: 11:18:06, time: 0.511, data_time: 0.004, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8922, loss_cls: 1.1480, loss: 1.1480, grad_norm: 5.7399 2021-02-11 06:35:52,985 - mmaction - INFO - Epoch [29][60/3757] lr: 1.000e-03, eta: 11:17:57, time: 0.534, data_time: 0.006, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9055, loss_cls: 1.0715, loss: 1.0715, grad_norm: 5.5456 2021-02-11 06:36:03,687 - mmaction - INFO - Epoch [29][80/3757] lr: 1.000e-03, eta: 11:17:48, time: 0.536, data_time: 0.014, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8969, loss_cls: 1.1341, loss: 1.1341, grad_norm: 5.7702 2021-02-11 06:36:13,454 - mmaction - INFO - Epoch [29][100/3757] lr: 1.000e-03, eta: 11:17:38, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0973, loss: 1.0973, grad_norm: 5.5075 2021-02-11 06:36:23,955 - mmaction - INFO - Epoch [29][120/3757] lr: 1.000e-03, eta: 11:17:29, time: 0.524, data_time: 0.001, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.1858, loss: 1.1858, grad_norm: 5.7636 2021-02-11 06:36:33,844 - mmaction - INFO - Epoch [29][140/3757] lr: 1.000e-03, eta: 11:17:19, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8977, loss_cls: 1.1454, loss: 1.1454, grad_norm: 5.8112 2021-02-11 06:36:45,460 - mmaction - INFO - Epoch [29][160/3757] lr: 1.000e-03, eta: 11:17:11, time: 0.580, data_time: 0.002, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0323, loss: 1.0323, grad_norm: 5.5509 2021-02-11 06:36:54,836 - mmaction - INFO - Epoch [29][180/3757] lr: 1.000e-03, eta: 11:17:00, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1274, loss: 1.1274, grad_norm: 5.6541 2021-02-11 06:37:05,932 - mmaction - INFO - Epoch [29][200/3757] lr: 1.000e-03, eta: 11:16:51, time: 0.554, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8961, loss_cls: 1.1169, loss: 1.1169, grad_norm: 5.9008 2021-02-11 06:37:15,004 - mmaction - INFO - Epoch [29][220/3757] lr: 1.000e-03, eta: 11:16:41, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0485, loss: 1.0485, grad_norm: 5.5025 2021-02-11 06:37:25,502 - mmaction - INFO - Epoch [29][240/3757] lr: 1.000e-03, eta: 11:16:32, time: 0.524, data_time: 0.001, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8930, loss_cls: 1.1417, loss: 1.1417, grad_norm: 5.6303 2021-02-11 06:37:36,469 - mmaction - INFO - Epoch [29][260/3757] lr: 1.000e-03, eta: 11:16:23, time: 0.548, data_time: 0.002, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1540, loss: 1.1540, grad_norm: 5.7890 2021-02-11 06:37:45,245 - mmaction - INFO - Epoch [29][280/3757] lr: 1.000e-03, eta: 11:16:12, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.7359, top5_acc: 0.8898, loss_cls: 1.1065, loss: 1.1065, grad_norm: 5.5531 2021-02-11 06:37:55,890 - mmaction - INFO - Epoch [29][300/3757] lr: 1.000e-03, eta: 11:16:03, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8977, loss_cls: 1.1450, loss: 1.1450, grad_norm: 5.9945 2021-02-11 06:38:05,688 - mmaction - INFO - Epoch [29][320/3757] lr: 1.000e-03, eta: 11:15:53, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.1068, loss: 1.1068, grad_norm: 5.6454 2021-02-11 06:38:16,663 - mmaction - INFO - Epoch [29][340/3757] lr: 1.000e-03, eta: 11:15:44, time: 0.549, data_time: 0.001, memory: 7076, top1_acc: 0.7039, top5_acc: 0.9016, loss_cls: 1.1371, loss: 1.1371, grad_norm: 5.8993 2021-02-11 06:38:26,295 - mmaction - INFO - Epoch [29][360/3757] lr: 1.000e-03, eta: 11:15:34, time: 0.482, data_time: 0.057, memory: 7076, top1_acc: 0.6961, top5_acc: 0.9000, loss_cls: 1.1370, loss: 1.1370, grad_norm: 5.8559 2021-02-11 06:38:36,407 - mmaction - INFO - Epoch [29][380/3757] lr: 1.000e-03, eta: 11:15:24, time: 0.505, data_time: 0.035, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9039, loss_cls: 1.0877, loss: 1.0877, grad_norm: 5.6879 2021-02-11 06:38:46,846 - mmaction - INFO - Epoch [29][400/3757] lr: 1.000e-03, eta: 11:15:15, time: 0.522, data_time: 0.042, memory: 7076, top1_acc: 0.7023, top5_acc: 0.9055, loss_cls: 1.1425, loss: 1.1425, grad_norm: 5.7229 2021-02-11 06:38:57,155 - mmaction - INFO - Epoch [29][420/3757] lr: 1.000e-03, eta: 11:15:05, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8891, loss_cls: 1.1375, loss: 1.1375, grad_norm: 5.8254 2021-02-11 06:39:06,867 - mmaction - INFO - Epoch [29][440/3757] lr: 1.000e-03, eta: 11:14:55, time: 0.490, data_time: 0.005, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8953, loss_cls: 1.1214, loss: 1.1214, grad_norm: 5.5909 2021-02-11 06:39:16,617 - mmaction - INFO - Epoch [29][460/3757] lr: 1.000e-03, eta: 11:14:45, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0486, loss: 1.0486, grad_norm: 5.6486 2021-02-11 06:39:27,498 - mmaction - INFO - Epoch [29][480/3757] lr: 1.000e-03, eta: 11:14:36, time: 0.545, data_time: 0.006, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.1905, loss: 1.1905, grad_norm: 5.9661 2021-02-11 06:39:37,315 - mmaction - INFO - Epoch [29][500/3757] lr: 1.000e-03, eta: 11:14:27, time: 0.491, data_time: 0.003, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1325, loss: 1.1325, grad_norm: 5.7218 2021-02-11 06:39:46,654 - mmaction - INFO - Epoch [29][520/3757] lr: 1.000e-03, eta: 11:14:16, time: 0.467, data_time: 0.032, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2360, loss: 1.2360, grad_norm: 6.0141 2021-02-11 06:39:58,025 - mmaction - INFO - Epoch [29][540/3757] lr: 1.000e-03, eta: 11:14:08, time: 0.565, data_time: 0.090, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8984, loss_cls: 1.1530, loss: 1.1530, grad_norm: 5.8461 2021-02-11 06:40:08,437 - mmaction - INFO - Epoch [29][560/3757] lr: 1.000e-03, eta: 11:13:58, time: 0.523, data_time: 0.170, memory: 7076, top1_acc: 0.7094, top5_acc: 0.9008, loss_cls: 1.1258, loss: 1.1258, grad_norm: 5.7510 2021-02-11 06:40:17,407 - mmaction - INFO - Epoch [29][580/3757] lr: 1.000e-03, eta: 11:13:48, time: 0.450, data_time: 0.109, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8891, loss_cls: 1.1733, loss: 1.1733, grad_norm: 5.8628 2021-02-11 06:40:28,941 - mmaction - INFO - Epoch [29][600/3757] lr: 1.000e-03, eta: 11:13:39, time: 0.575, data_time: 0.031, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1565, loss: 1.1565, grad_norm: 5.7256 2021-02-11 06:40:37,286 - mmaction - INFO - Epoch [29][620/3757] lr: 1.000e-03, eta: 11:13:28, time: 0.419, data_time: 0.019, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8992, loss_cls: 1.1220, loss: 1.1220, grad_norm: 5.7303 2021-02-11 06:40:48,506 - mmaction - INFO - Epoch [29][640/3757] lr: 1.000e-03, eta: 11:13:19, time: 0.561, data_time: 0.001, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1082, loss: 1.1082, grad_norm: 5.6600 2021-02-11 06:40:57,481 - mmaction - INFO - Epoch [29][660/3757] lr: 1.000e-03, eta: 11:13:09, time: 0.449, data_time: 0.009, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8914, loss_cls: 1.1595, loss: 1.1595, grad_norm: 5.6123 2021-02-11 06:41:08,126 - mmaction - INFO - Epoch [29][680/3757] lr: 1.000e-03, eta: 11:13:00, time: 0.532, data_time: 0.050, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8969, loss_cls: 1.1499, loss: 1.1499, grad_norm: 5.8178 2021-02-11 06:41:18,393 - mmaction - INFO - Epoch [29][700/3757] lr: 1.000e-03, eta: 11:12:50, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1934, loss: 1.1934, grad_norm: 5.7763 2021-02-11 06:41:28,317 - mmaction - INFO - Epoch [29][720/3757] lr: 1.000e-03, eta: 11:12:40, time: 0.497, data_time: 0.043, memory: 7076, top1_acc: 0.7094, top5_acc: 0.9031, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.7555 2021-02-11 06:41:37,887 - mmaction - INFO - Epoch [29][740/3757] lr: 1.000e-03, eta: 11:12:30, time: 0.478, data_time: 0.000, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0754, loss: 1.0754, grad_norm: 5.7953 2021-02-11 06:41:47,973 - mmaction - INFO - Epoch [29][760/3757] lr: 1.000e-03, eta: 11:12:20, time: 0.505, data_time: 0.130, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9070, loss_cls: 1.0866, loss: 1.0866, grad_norm: 5.7440 2021-02-11 06:41:58,476 - mmaction - INFO - Epoch [29][780/3757] lr: 1.000e-03, eta: 11:12:11, time: 0.525, data_time: 0.108, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8961, loss_cls: 1.1691, loss: 1.1691, grad_norm: 5.9437 2021-02-11 06:42:08,696 - mmaction - INFO - Epoch [29][800/3757] lr: 1.000e-03, eta: 11:12:02, time: 0.511, data_time: 0.081, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1448, loss: 1.1448, grad_norm: 5.7669 2021-02-11 06:42:18,531 - mmaction - INFO - Epoch [29][820/3757] lr: 1.000e-03, eta: 11:11:52, time: 0.492, data_time: 0.141, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2043, loss: 1.2043, grad_norm: 5.8050 2021-02-11 06:42:28,679 - mmaction - INFO - Epoch [29][840/3757] lr: 1.000e-03, eta: 11:11:42, time: 0.507, data_time: 0.072, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2234, loss: 1.2234, grad_norm: 5.8618 2021-02-11 06:42:38,434 - mmaction - INFO - Epoch [29][860/3757] lr: 1.000e-03, eta: 11:11:32, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8961, loss_cls: 1.1416, loss: 1.1416, grad_norm: 5.7887 2021-02-11 06:42:49,926 - mmaction - INFO - Epoch [29][880/3757] lr: 1.000e-03, eta: 11:11:24, time: 0.574, data_time: 0.137, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1546, loss: 1.1546, grad_norm: 5.8450 2021-02-11 06:42:59,424 - mmaction - INFO - Epoch [29][900/3757] lr: 1.000e-03, eta: 11:11:13, time: 0.476, data_time: 0.003, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8953, loss_cls: 1.1865, loss: 1.1865, grad_norm: 5.7368 2021-02-11 06:43:09,591 - mmaction - INFO - Epoch [29][920/3757] lr: 1.000e-03, eta: 11:11:04, time: 0.508, data_time: 0.000, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1353, loss: 1.1353, grad_norm: 5.8360 2021-02-11 06:43:18,900 - mmaction - INFO - Epoch [29][940/3757] lr: 1.000e-03, eta: 11:10:54, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1715, loss: 1.1715, grad_norm: 5.7790 2021-02-11 06:43:28,888 - mmaction - INFO - Epoch [29][960/3757] lr: 1.000e-03, eta: 11:10:44, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.9008, loss_cls: 1.0915, loss: 1.0915, grad_norm: 5.8001 2021-02-11 06:43:39,303 - mmaction - INFO - Epoch [29][980/3757] lr: 1.000e-03, eta: 11:10:34, time: 0.522, data_time: 0.002, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0644, loss: 1.0644, grad_norm: 5.5629 2021-02-11 06:43:49,962 - mmaction - INFO - Epoch [29][1000/3757] lr: 1.000e-03, eta: 11:10:25, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.9008, loss_cls: 1.1225, loss: 1.1225, grad_norm: 5.6606 2021-02-11 06:43:59,382 - mmaction - INFO - Epoch [29][1020/3757] lr: 1.000e-03, eta: 11:10:15, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1668, loss: 1.1668, grad_norm: 5.7660 2021-02-11 06:44:09,414 - mmaction - INFO - Epoch [29][1040/3757] lr: 1.000e-03, eta: 11:10:05, time: 0.499, data_time: 0.054, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8984, loss_cls: 1.1256, loss: 1.1256, grad_norm: 5.8568 2021-02-11 06:44:19,517 - mmaction - INFO - Epoch [29][1060/3757] lr: 1.000e-03, eta: 11:09:56, time: 0.508, data_time: 0.068, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8969, loss_cls: 1.1745, loss: 1.1745, grad_norm: 6.0647 2021-02-11 06:44:30,440 - mmaction - INFO - Epoch [29][1080/3757] lr: 1.000e-03, eta: 11:09:46, time: 0.541, data_time: 0.002, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0767, loss: 1.0767, grad_norm: 5.7574 2021-02-11 06:44:39,828 - mmaction - INFO - Epoch [29][1100/3757] lr: 1.000e-03, eta: 11:09:36, time: 0.475, data_time: 0.033, memory: 7076, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.0952, loss: 1.0952, grad_norm: 5.6020 2021-02-11 06:44:50,226 - mmaction - INFO - Epoch [29][1120/3757] lr: 1.000e-03, eta: 11:09:27, time: 0.520, data_time: 0.017, memory: 7076, top1_acc: 0.7453, top5_acc: 0.8930, loss_cls: 1.0677, loss: 1.0677, grad_norm: 5.5178 2021-02-11 06:45:00,498 - mmaction - INFO - Epoch [29][1140/3757] lr: 1.000e-03, eta: 11:09:17, time: 0.512, data_time: 0.049, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1316, loss: 1.1316, grad_norm: 5.6566 2021-02-11 06:45:10,626 - mmaction - INFO - Epoch [29][1160/3757] lr: 1.000e-03, eta: 11:09:08, time: 0.508, data_time: 0.092, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1133, loss: 1.1133, grad_norm: 5.6306 2021-02-11 06:45:20,825 - mmaction - INFO - Epoch [29][1180/3757] lr: 1.000e-03, eta: 11:08:58, time: 0.510, data_time: 0.127, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1632, loss: 1.1632, grad_norm: 5.9214 2021-02-11 06:45:30,481 - mmaction - INFO - Epoch [29][1200/3757] lr: 1.000e-03, eta: 11:08:48, time: 0.483, data_time: 0.015, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1288, loss: 1.1288, grad_norm: 5.8083 2021-02-11 06:45:41,696 - mmaction - INFO - Epoch [29][1220/3757] lr: 1.000e-03, eta: 11:08:39, time: 0.560, data_time: 0.003, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8883, loss_cls: 1.1711, loss: 1.1711, grad_norm: 5.7832 2021-02-11 06:45:51,089 - mmaction - INFO - Epoch [29][1240/3757] lr: 1.000e-03, eta: 11:08:29, time: 0.470, data_time: 0.024, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1441, loss: 1.1441, grad_norm: 5.8177 2021-02-11 06:46:01,332 - mmaction - INFO - Epoch [29][1260/3757] lr: 1.000e-03, eta: 11:08:20, time: 0.510, data_time: 0.050, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1206, loss: 1.1206, grad_norm: 5.8197 2021-02-11 06:46:10,639 - mmaction - INFO - Epoch [29][1280/3757] lr: 1.000e-03, eta: 11:08:09, time: 0.468, data_time: 0.033, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8945, loss_cls: 1.1428, loss: 1.1428, grad_norm: 5.9267 2021-02-11 06:46:21,307 - mmaction - INFO - Epoch [29][1300/3757] lr: 1.000e-03, eta: 11:08:00, time: 0.532, data_time: 0.015, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1704, loss: 1.1704, grad_norm: 5.8189 2021-02-11 06:46:31,624 - mmaction - INFO - Epoch [29][1320/3757] lr: 1.000e-03, eta: 11:07:51, time: 0.517, data_time: 0.073, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1388, loss: 1.1388, grad_norm: 5.8295 2021-02-11 06:46:41,720 - mmaction - INFO - Epoch [29][1340/3757] lr: 1.000e-03, eta: 11:07:41, time: 0.504, data_time: 0.019, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8961, loss_cls: 1.1577, loss: 1.1577, grad_norm: 5.9624 2021-02-11 06:46:51,985 - mmaction - INFO - Epoch [29][1360/3757] lr: 1.000e-03, eta: 11:07:31, time: 0.512, data_time: 0.143, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8938, loss_cls: 1.1588, loss: 1.1588, grad_norm: 5.7993 2021-02-11 06:47:01,527 - mmaction - INFO - Epoch [29][1380/3757] lr: 1.000e-03, eta: 11:07:21, time: 0.479, data_time: 0.073, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8898, loss_cls: 1.0738, loss: 1.0738, grad_norm: 5.6376 2021-02-11 06:47:12,399 - mmaction - INFO - Epoch [29][1400/3757] lr: 1.000e-03, eta: 11:07:12, time: 0.542, data_time: 0.119, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8984, loss_cls: 1.1124, loss: 1.1124, grad_norm: 5.7073 2021-02-11 06:47:21,553 - mmaction - INFO - Epoch [29][1420/3757] lr: 1.000e-03, eta: 11:07:02, time: 0.458, data_time: 0.023, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1755, loss: 1.1755, grad_norm: 5.9229 2021-02-11 06:47:32,408 - mmaction - INFO - Epoch [29][1440/3757] lr: 1.000e-03, eta: 11:06:53, time: 0.542, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.0684, loss: 1.0684, grad_norm: 5.6477 2021-02-11 06:47:41,909 - mmaction - INFO - Epoch [29][1460/3757] lr: 1.000e-03, eta: 11:06:43, time: 0.475, data_time: 0.034, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.1139, loss: 1.1139, grad_norm: 5.7489 2021-02-11 06:47:52,469 - mmaction - INFO - Epoch [29][1480/3757] lr: 1.000e-03, eta: 11:06:33, time: 0.528, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.1138, loss: 1.1138, grad_norm: 5.7663 2021-02-11 06:48:02,197 - mmaction - INFO - Epoch [29][1500/3757] lr: 1.000e-03, eta: 11:06:23, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9133, loss_cls: 1.0565, loss: 1.0565, grad_norm: 5.8157 2021-02-11 06:48:12,673 - mmaction - INFO - Epoch [29][1520/3757] lr: 1.000e-03, eta: 11:06:14, time: 0.523, data_time: 0.000, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1661, loss: 1.1661, grad_norm: 5.7151 2021-02-11 06:48:22,900 - mmaction - INFO - Epoch [29][1540/3757] lr: 1.000e-03, eta: 11:06:04, time: 0.512, data_time: 0.023, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1679, loss: 1.1679, grad_norm: 5.9930 2021-02-11 06:48:34,451 - mmaction - INFO - Epoch [29][1560/3757] lr: 1.000e-03, eta: 11:05:56, time: 0.577, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8961, loss_cls: 1.1343, loss: 1.1343, grad_norm: 5.9270 2021-02-11 06:48:42,413 - mmaction - INFO - Epoch [29][1580/3757] lr: 1.000e-03, eta: 11:05:44, time: 0.398, data_time: 0.008, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0616, loss: 1.0616, grad_norm: 5.6812 2021-02-11 06:48:53,481 - mmaction - INFO - Epoch [29][1600/3757] lr: 1.000e-03, eta: 11:05:36, time: 0.553, data_time: 0.047, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9047, loss_cls: 1.1172, loss: 1.1172, grad_norm: 5.7563 2021-02-11 06:49:03,957 - mmaction - INFO - Epoch [29][1620/3757] lr: 1.000e-03, eta: 11:05:26, time: 0.524, data_time: 0.002, memory: 7076, top1_acc: 0.7391, top5_acc: 0.8938, loss_cls: 1.0808, loss: 1.0808, grad_norm: 5.6437 2021-02-11 06:49:14,628 - mmaction - INFO - Epoch [29][1640/3757] lr: 1.000e-03, eta: 11:05:17, time: 0.534, data_time: 0.131, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9039, loss_cls: 1.1032, loss: 1.1032, grad_norm: 5.8436 2021-02-11 06:49:24,827 - mmaction - INFO - Epoch [29][1660/3757] lr: 1.000e-03, eta: 11:05:07, time: 0.511, data_time: 0.094, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.1037, loss: 1.1037, grad_norm: 5.7595 2021-02-11 06:49:34,624 - mmaction - INFO - Epoch [29][1680/3757] lr: 1.000e-03, eta: 11:04:57, time: 0.489, data_time: 0.020, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8984, loss_cls: 1.0833, loss: 1.0833, grad_norm: 5.6680 2021-02-11 06:49:44,644 - mmaction - INFO - Epoch [29][1700/3757] lr: 1.000e-03, eta: 11:04:48, time: 0.500, data_time: 0.016, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0360, loss: 1.0360, grad_norm: 5.6117 2021-02-11 06:49:55,347 - mmaction - INFO - Epoch [29][1720/3757] lr: 1.000e-03, eta: 11:04:38, time: 0.529, data_time: 0.035, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0903, loss: 1.0903, grad_norm: 5.7390 2021-02-11 06:50:05,325 - mmaction - INFO - Epoch [29][1740/3757] lr: 1.000e-03, eta: 11:04:29, time: 0.506, data_time: 0.008, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.0938, loss: 1.0938, grad_norm: 5.7946 2021-02-11 06:50:15,292 - mmaction - INFO - Epoch [29][1760/3757] lr: 1.000e-03, eta: 11:04:19, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.1464, loss: 1.1464, grad_norm: 5.8800 2021-02-11 06:50:25,299 - mmaction - INFO - Epoch [29][1780/3757] lr: 1.000e-03, eta: 11:04:09, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1821, loss: 1.1821, grad_norm: 5.9831 2021-02-11 06:50:35,805 - mmaction - INFO - Epoch [29][1800/3757] lr: 1.000e-03, eta: 11:04:00, time: 0.525, data_time: 0.001, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.1613, loss: 1.1613, grad_norm: 5.8676 2021-02-11 06:50:45,105 - mmaction - INFO - Epoch [29][1820/3757] lr: 1.000e-03, eta: 11:03:50, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1367, loss: 1.1367, grad_norm: 5.7775 2021-02-11 06:50:56,100 - mmaction - INFO - Epoch [29][1840/3757] lr: 1.000e-03, eta: 11:03:41, time: 0.548, data_time: 0.000, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0879, loss: 1.0879, grad_norm: 5.5341 2021-02-11 06:51:05,663 - mmaction - INFO - Epoch [29][1860/3757] lr: 1.000e-03, eta: 11:03:31, time: 0.480, data_time: 0.003, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.0902, loss: 1.0902, grad_norm: 5.7012 2021-02-11 06:51:16,434 - mmaction - INFO - Epoch [29][1880/3757] lr: 1.000e-03, eta: 11:03:21, time: 0.538, data_time: 0.119, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9117, loss_cls: 1.0709, loss: 1.0709, grad_norm: 5.4801 2021-02-11 06:51:26,527 - mmaction - INFO - Epoch [29][1900/3757] lr: 1.000e-03, eta: 11:03:12, time: 0.505, data_time: 0.086, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.1490, loss: 1.1490, grad_norm: 6.0305 2021-02-11 06:51:35,604 - mmaction - INFO - Epoch [29][1920/3757] lr: 1.000e-03, eta: 11:03:01, time: 0.454, data_time: 0.005, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1623, loss: 1.1623, grad_norm: 5.6912 2021-02-11 06:51:46,405 - mmaction - INFO - Epoch [29][1940/3757] lr: 1.000e-03, eta: 11:02:52, time: 0.540, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9062, loss_cls: 1.0501, loss: 1.0501, grad_norm: 5.5497 2021-02-11 06:51:56,804 - mmaction - INFO - Epoch [29][1960/3757] lr: 1.000e-03, eta: 11:02:43, time: 0.520, data_time: 0.002, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8914, loss_cls: 1.0664, loss: 1.0664, grad_norm: 5.6148 2021-02-11 06:52:06,699 - mmaction - INFO - Epoch [29][1980/3757] lr: 1.000e-03, eta: 11:02:33, time: 0.495, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.1447, loss: 1.1447, grad_norm: 6.0172 2021-02-11 06:52:17,077 - mmaction - INFO - Epoch [29][2000/3757] lr: 1.000e-03, eta: 11:02:23, time: 0.518, data_time: 0.042, memory: 7076, top1_acc: 0.6828, top5_acc: 0.8789, loss_cls: 1.2392, loss: 1.2392, grad_norm: 6.0491 2021-02-11 06:52:27,579 - mmaction - INFO - Epoch [29][2020/3757] lr: 1.000e-03, eta: 11:02:14, time: 0.525, data_time: 0.055, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.0923, loss: 1.0923, grad_norm: 5.5487 2021-02-11 06:52:37,761 - mmaction - INFO - Epoch [29][2040/3757] lr: 1.000e-03, eta: 11:02:04, time: 0.509, data_time: 0.003, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1397, loss: 1.1397, grad_norm: 5.8627 2021-02-11 06:52:47,904 - mmaction - INFO - Epoch [29][2060/3757] lr: 1.000e-03, eta: 11:01:55, time: 0.507, data_time: 0.014, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.1176, loss: 1.1176, grad_norm: 5.8447 2021-02-11 06:52:58,397 - mmaction - INFO - Epoch [29][2080/3757] lr: 1.000e-03, eta: 11:01:45, time: 0.525, data_time: 0.002, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1387, loss: 1.1387, grad_norm: 5.9469 2021-02-11 06:53:08,390 - mmaction - INFO - Epoch [29][2100/3757] lr: 1.000e-03, eta: 11:01:36, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.2116, loss: 1.2116, grad_norm: 6.1217 2021-02-11 06:53:18,370 - mmaction - INFO - Epoch [29][2120/3757] lr: 1.000e-03, eta: 11:01:26, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.9047, loss_cls: 1.0719, loss: 1.0719, grad_norm: 5.8154 2021-02-11 06:53:28,541 - mmaction - INFO - Epoch [29][2140/3757] lr: 1.000e-03, eta: 11:01:16, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.1586, loss: 1.1586, grad_norm: 5.9908 2021-02-11 06:53:38,443 - mmaction - INFO - Epoch [29][2160/3757] lr: 1.000e-03, eta: 11:01:06, time: 0.500, data_time: 0.007, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1679, loss: 1.1679, grad_norm: 5.9467 2021-02-11 06:53:48,657 - mmaction - INFO - Epoch [29][2180/3757] lr: 1.000e-03, eta: 11:00:57, time: 0.511, data_time: 0.003, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.1064, loss: 1.1064, grad_norm: 5.5840 2021-02-11 06:53:59,063 - mmaction - INFO - Epoch [29][2200/3757] lr: 1.000e-03, eta: 11:00:47, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.0916, loss: 1.0916, grad_norm: 5.7366 2021-02-11 06:54:08,300 - mmaction - INFO - Epoch [29][2220/3757] lr: 1.000e-03, eta: 11:00:37, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1876, loss: 1.1876, grad_norm: 5.8756 2021-02-11 06:54:18,709 - mmaction - INFO - Epoch [29][2240/3757] lr: 1.000e-03, eta: 11:00:28, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8938, loss_cls: 1.1320, loss: 1.1320, grad_norm: 5.8661 2021-02-11 06:54:28,441 - mmaction - INFO - Epoch [29][2260/3757] lr: 1.000e-03, eta: 11:00:18, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9047, loss_cls: 1.0678, loss: 1.0678, grad_norm: 5.7149 2021-02-11 06:54:38,932 - mmaction - INFO - Epoch [29][2280/3757] lr: 1.000e-03, eta: 11:00:08, time: 0.524, data_time: 0.017, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1548, loss: 1.1548, grad_norm: 5.7982 2021-02-11 06:54:48,793 - mmaction - INFO - Epoch [29][2300/3757] lr: 1.000e-03, eta: 10:59:58, time: 0.494, data_time: 0.017, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0856, loss: 1.0856, grad_norm: 5.6322 2021-02-11 06:54:58,694 - mmaction - INFO - Epoch [29][2320/3757] lr: 1.000e-03, eta: 10:59:49, time: 0.493, data_time: 0.015, memory: 7076, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0708, loss: 1.0708, grad_norm: 5.5248 2021-02-11 06:55:08,975 - mmaction - INFO - Epoch [29][2340/3757] lr: 1.000e-03, eta: 10:59:39, time: 0.515, data_time: 0.011, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8898, loss_cls: 1.2076, loss: 1.2076, grad_norm: 6.1137 2021-02-11 06:55:19,055 - mmaction - INFO - Epoch [29][2360/3757] lr: 1.000e-03, eta: 10:59:29, time: 0.497, data_time: 0.055, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.1853, loss: 1.1853, grad_norm: 5.9094 2021-02-11 06:55:29,647 - mmaction - INFO - Epoch [29][2380/3757] lr: 1.000e-03, eta: 10:59:20, time: 0.536, data_time: 0.029, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1537, loss: 1.1537, grad_norm: 5.7519 2021-02-11 06:55:39,523 - mmaction - INFO - Epoch [29][2400/3757] lr: 1.000e-03, eta: 10:59:10, time: 0.495, data_time: 0.006, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.0735, loss: 1.0735, grad_norm: 5.8516 2021-02-11 06:55:49,839 - mmaction - INFO - Epoch [29][2420/3757] lr: 1.000e-03, eta: 10:59:01, time: 0.514, data_time: 0.005, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1641, loss: 1.1641, grad_norm: 5.8948 2021-02-11 06:56:00,378 - mmaction - INFO - Epoch [29][2440/3757] lr: 1.000e-03, eta: 10:58:51, time: 0.528, data_time: 0.012, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8922, loss_cls: 1.1819, loss: 1.1819, grad_norm: 5.9641 2021-02-11 06:56:10,056 - mmaction - INFO - Epoch [29][2460/3757] lr: 1.000e-03, eta: 10:58:41, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0528, loss: 1.0528, grad_norm: 5.5884 2021-02-11 06:56:20,144 - mmaction - INFO - Epoch [29][2480/3757] lr: 1.000e-03, eta: 10:58:32, time: 0.504, data_time: 0.045, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8789, loss_cls: 1.2209, loss: 1.2209, grad_norm: 5.9968 2021-02-11 06:56:30,101 - mmaction - INFO - Epoch [29][2500/3757] lr: 1.000e-03, eta: 10:58:22, time: 0.496, data_time: 0.034, memory: 7076, top1_acc: 0.7117, top5_acc: 0.9023, loss_cls: 1.0920, loss: 1.0920, grad_norm: 5.8336 2021-02-11 06:56:40,070 - mmaction - INFO - Epoch [29][2520/3757] lr: 1.000e-03, eta: 10:58:12, time: 0.500, data_time: 0.030, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1178, loss: 1.1178, grad_norm: 5.8076 2021-02-11 06:56:49,752 - mmaction - INFO - Epoch [29][2540/3757] lr: 1.000e-03, eta: 10:58:02, time: 0.483, data_time: 0.005, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1182, loss: 1.1182, grad_norm: 5.8413 2021-02-11 06:57:00,138 - mmaction - INFO - Epoch [29][2560/3757] lr: 1.000e-03, eta: 10:57:53, time: 0.521, data_time: 0.002, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8867, loss_cls: 1.2260, loss: 1.2260, grad_norm: 6.0542 2021-02-11 06:57:10,311 - mmaction - INFO - Epoch [29][2580/3757] lr: 1.000e-03, eta: 10:57:43, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8727, loss_cls: 1.1909, loss: 1.1909, grad_norm: 5.8190 2021-02-11 06:57:20,982 - mmaction - INFO - Epoch [29][2600/3757] lr: 1.000e-03, eta: 10:57:34, time: 0.535, data_time: 0.003, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1808, loss: 1.1808, grad_norm: 5.8814 2021-02-11 06:57:31,818 - mmaction - INFO - Epoch [29][2620/3757] lr: 1.000e-03, eta: 10:57:25, time: 0.539, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1752, loss: 1.1752, grad_norm: 6.0303 2021-02-11 06:57:42,220 - mmaction - INFO - Epoch [29][2640/3757] lr: 1.000e-03, eta: 10:57:15, time: 0.523, data_time: 0.005, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1629, loss: 1.1629, grad_norm: 5.9462 2021-02-11 06:57:52,006 - mmaction - INFO - Epoch [29][2660/3757] lr: 1.000e-03, eta: 10:57:05, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.1172, loss: 1.1172, grad_norm: 5.6044 2021-02-11 06:58:02,083 - mmaction - INFO - Epoch [29][2680/3757] lr: 1.000e-03, eta: 10:56:56, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1785, loss: 1.1785, grad_norm: 5.6364 2021-02-11 06:58:11,968 - mmaction - INFO - Epoch [29][2700/3757] lr: 1.000e-03, eta: 10:56:46, time: 0.494, data_time: 0.004, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1852, loss: 1.1852, grad_norm: 5.8516 2021-02-11 06:58:22,395 - mmaction - INFO - Epoch [29][2720/3757] lr: 1.000e-03, eta: 10:56:36, time: 0.521, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1104, loss: 1.1104, grad_norm: 5.9142 2021-02-11 06:58:33,033 - mmaction - INFO - Epoch [29][2740/3757] lr: 1.000e-03, eta: 10:56:27, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1535, loss: 1.1535, grad_norm: 5.9101 2021-02-11 06:58:42,920 - mmaction - INFO - Epoch [29][2760/3757] lr: 1.000e-03, eta: 10:56:17, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2494, loss: 1.2494, grad_norm: 6.2340 2021-02-11 06:58:53,383 - mmaction - INFO - Epoch [29][2780/3757] lr: 1.000e-03, eta: 10:56:08, time: 0.521, data_time: 0.051, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.1828, loss: 1.1828, grad_norm: 5.7861 2021-02-11 06:59:04,323 - mmaction - INFO - Epoch [29][2800/3757] lr: 1.000e-03, eta: 10:55:59, time: 0.549, data_time: 0.168, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1892, loss: 1.1892, grad_norm: 6.0270 2021-02-11 06:59:14,522 - mmaction - INFO - Epoch [29][2820/3757] lr: 1.000e-03, eta: 10:55:49, time: 0.510, data_time: 0.012, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1615, loss: 1.1615, grad_norm: 5.9003 2021-02-11 06:59:25,007 - mmaction - INFO - Epoch [29][2840/3757] lr: 1.000e-03, eta: 10:55:40, time: 0.524, data_time: 0.002, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8938, loss_cls: 1.1212, loss: 1.1212, grad_norm: 5.7270 2021-02-11 06:59:34,591 - mmaction - INFO - Epoch [29][2860/3757] lr: 1.000e-03, eta: 10:55:30, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.1604, loss: 1.1604, grad_norm: 6.0814 2021-02-11 06:59:46,144 - mmaction - INFO - Epoch [29][2880/3757] lr: 1.000e-03, eta: 10:55:21, time: 0.578, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1287, loss: 1.1287, grad_norm: 5.7245 2021-02-11 06:59:55,627 - mmaction - INFO - Epoch [29][2900/3757] lr: 1.000e-03, eta: 10:55:11, time: 0.470, data_time: 0.032, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8938, loss_cls: 1.1751, loss: 1.1751, grad_norm: 5.8793 2021-02-11 07:00:06,628 - mmaction - INFO - Epoch [29][2920/3757] lr: 1.000e-03, eta: 10:55:02, time: 0.553, data_time: 0.091, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8992, loss_cls: 1.1449, loss: 1.1449, grad_norm: 5.8771 2021-02-11 07:00:15,993 - mmaction - INFO - Epoch [29][2940/3757] lr: 1.000e-03, eta: 10:54:52, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8859, loss_cls: 1.1977, loss: 1.1977, grad_norm: 5.9590 2021-02-11 07:00:25,704 - mmaction - INFO - Epoch [29][2960/3757] lr: 1.000e-03, eta: 10:54:42, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8969, loss_cls: 1.1351, loss: 1.1351, grad_norm: 5.8993 2021-02-11 07:00:35,879 - mmaction - INFO - Epoch [29][2980/3757] lr: 1.000e-03, eta: 10:54:32, time: 0.510, data_time: 0.062, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8953, loss_cls: 1.1357, loss: 1.1357, grad_norm: 5.9296 2021-02-11 07:00:46,537 - mmaction - INFO - Epoch [29][3000/3757] lr: 1.000e-03, eta: 10:54:23, time: 0.531, data_time: 0.141, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9016, loss_cls: 1.0891, loss: 1.0891, grad_norm: 5.8515 2021-02-11 07:00:56,356 - mmaction - INFO - Epoch [29][3020/3757] lr: 1.000e-03, eta: 10:54:13, time: 0.492, data_time: 0.068, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8875, loss_cls: 1.1877, loss: 1.1877, grad_norm: 5.9733 2021-02-11 07:01:06,471 - mmaction - INFO - Epoch [29][3040/3757] lr: 1.000e-03, eta: 10:54:03, time: 0.506, data_time: 0.022, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.2020, loss: 1.2020, grad_norm: 6.1121 2021-02-11 07:01:16,831 - mmaction - INFO - Epoch [29][3060/3757] lr: 1.000e-03, eta: 10:53:54, time: 0.517, data_time: 0.083, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8891, loss_cls: 1.1589, loss: 1.1589, grad_norm: 5.7878 2021-02-11 07:01:26,533 - mmaction - INFO - Epoch [29][3080/3757] lr: 1.000e-03, eta: 10:53:44, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.9008, loss_cls: 1.0936, loss: 1.0936, grad_norm: 5.8226 2021-02-11 07:01:37,295 - mmaction - INFO - Epoch [29][3100/3757] lr: 1.000e-03, eta: 10:53:35, time: 0.538, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8969, loss_cls: 1.1288, loss: 1.1288, grad_norm: 5.9259 2021-02-11 07:01:48,930 - mmaction - INFO - Epoch [29][3120/3757] lr: 1.000e-03, eta: 10:53:25, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.1544, loss: 1.1544, grad_norm: 6.0112 2021-02-11 07:01:58,816 - mmaction - INFO - Epoch [29][3140/3757] lr: 1.000e-03, eta: 10:53:16, time: 0.585, data_time: 0.093, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.1988, loss: 1.1988, grad_norm: 6.0437 2021-02-11 07:02:09,304 - mmaction - INFO - Epoch [29][3160/3757] lr: 1.000e-03, eta: 10:53:07, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8898, loss_cls: 1.1636, loss: 1.1636, grad_norm: 6.0008 2021-02-11 07:02:19,976 - mmaction - INFO - Epoch [29][3180/3757] lr: 1.000e-03, eta: 10:52:58, time: 0.535, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1552, loss: 1.1552, grad_norm: 5.9358 2021-02-11 07:02:29,532 - mmaction - INFO - Epoch [29][3200/3757] lr: 1.000e-03, eta: 10:52:47, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.7039, top5_acc: 0.9008, loss_cls: 1.1147, loss: 1.1147, grad_norm: 5.7745 2021-02-11 07:02:40,161 - mmaction - INFO - Epoch [29][3220/3757] lr: 1.000e-03, eta: 10:52:38, time: 0.532, data_time: 0.004, memory: 7076, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2565, loss: 1.2565, grad_norm: 6.0480 2021-02-11 07:02:50,970 - mmaction - INFO - Epoch [29][3240/3757] lr: 1.000e-03, eta: 10:52:29, time: 0.542, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.1698, loss: 1.1698, grad_norm: 5.9337 2021-02-11 07:03:01,965 - mmaction - INFO - Epoch [29][3260/3757] lr: 1.000e-03, eta: 10:52:20, time: 0.550, data_time: 0.001, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2409, loss: 1.2409, grad_norm: 5.9278 2021-02-11 07:03:12,158 - mmaction - INFO - Epoch [29][3280/3757] lr: 1.000e-03, eta: 10:52:10, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.0892, loss: 1.0892, grad_norm: 5.8015 2021-02-11 07:03:21,505 - mmaction - INFO - Epoch [29][3300/3757] lr: 1.000e-03, eta: 10:52:00, time: 0.468, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1557, loss: 1.1557, grad_norm: 5.8583 2021-02-11 07:03:32,327 - mmaction - INFO - Epoch [29][3320/3757] lr: 1.000e-03, eta: 10:51:51, time: 0.540, data_time: 0.001, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8883, loss_cls: 1.1694, loss: 1.1694, grad_norm: 5.8255 2021-02-11 07:03:41,287 - mmaction - INFO - Epoch [29][3340/3757] lr: 1.000e-03, eta: 10:51:41, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8836, loss_cls: 1.1434, loss: 1.1434, grad_norm: 5.8057 2021-02-11 07:03:51,215 - mmaction - INFO - Epoch [29][3360/3757] lr: 1.000e-03, eta: 10:51:31, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.8816 2021-02-11 07:04:01,221 - mmaction - INFO - Epoch [29][3380/3757] lr: 1.000e-03, eta: 10:51:21, time: 0.500, data_time: 0.003, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1314, loss: 1.1314, grad_norm: 5.8686 2021-02-11 07:04:11,626 - mmaction - INFO - Epoch [29][3400/3757] lr: 1.000e-03, eta: 10:51:11, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2301, loss: 1.2301, grad_norm: 5.9286 2021-02-11 07:04:20,984 - mmaction - INFO - Epoch [29][3420/3757] lr: 1.000e-03, eta: 10:51:01, time: 0.468, data_time: 0.002, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2288, loss: 1.2288, grad_norm: 5.9231 2021-02-11 07:04:31,788 - mmaction - INFO - Epoch [29][3440/3757] lr: 1.000e-03, eta: 10:50:52, time: 0.540, data_time: 0.003, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1666, loss: 1.1666, grad_norm: 5.7293 2021-02-11 07:04:41,645 - mmaction - INFO - Epoch [29][3460/3757] lr: 1.000e-03, eta: 10:50:42, time: 0.493, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1433, loss: 1.1433, grad_norm: 5.8554 2021-02-11 07:04:51,579 - mmaction - INFO - Epoch [29][3480/3757] lr: 1.000e-03, eta: 10:50:32, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1721, loss: 1.1721, grad_norm: 5.7524 2021-02-11 07:05:01,715 - mmaction - INFO - Epoch [29][3500/3757] lr: 1.000e-03, eta: 10:50:23, time: 0.511, data_time: 0.005, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8914, loss_cls: 1.1373, loss: 1.1373, grad_norm: 5.9965 2021-02-11 07:05:11,466 - mmaction - INFO - Epoch [29][3520/3757] lr: 1.000e-03, eta: 10:50:13, time: 0.487, data_time: 0.088, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.0799, loss: 1.0799, grad_norm: 5.7003 2021-02-11 07:05:21,977 - mmaction - INFO - Epoch [29][3540/3757] lr: 1.000e-03, eta: 10:50:03, time: 0.525, data_time: 0.182, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1937, loss: 1.1937, grad_norm: 5.7772 2021-02-11 07:05:31,207 - mmaction - INFO - Epoch [29][3560/3757] lr: 1.000e-03, eta: 10:49:53, time: 0.463, data_time: 0.029, memory: 7076, top1_acc: 0.7070, top5_acc: 0.9000, loss_cls: 1.1345, loss: 1.1345, grad_norm: 5.9098 2021-02-11 07:05:41,527 - mmaction - INFO - Epoch [29][3580/3757] lr: 1.000e-03, eta: 10:49:44, time: 0.514, data_time: 0.047, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9008, loss_cls: 1.0743, loss: 1.0743, grad_norm: 5.6599 2021-02-11 07:05:51,986 - mmaction - INFO - Epoch [29][3600/3757] lr: 1.000e-03, eta: 10:49:34, time: 0.524, data_time: 0.005, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1630, loss: 1.1630, grad_norm: 5.8478 2021-02-11 07:06:02,526 - mmaction - INFO - Epoch [29][3620/3757] lr: 1.000e-03, eta: 10:49:25, time: 0.526, data_time: 0.001, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8836, loss_cls: 1.2048, loss: 1.2048, grad_norm: 5.8991 2021-02-11 07:06:11,724 - mmaction - INFO - Epoch [29][3640/3757] lr: 1.000e-03, eta: 10:49:14, time: 0.461, data_time: 0.022, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8938, loss_cls: 1.1318, loss: 1.1318, grad_norm: 5.5287 2021-02-11 07:06:22,629 - mmaction - INFO - Epoch [29][3660/3757] lr: 1.000e-03, eta: 10:49:05, time: 0.545, data_time: 0.000, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1059, loss: 1.1059, grad_norm: 5.8998 2021-02-11 07:06:32,882 - mmaction - INFO - Epoch [29][3680/3757] lr: 1.000e-03, eta: 10:48:56, time: 0.512, data_time: 0.003, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8883, loss_cls: 1.1857, loss: 1.1857, grad_norm: 5.9618 2021-02-11 07:06:43,494 - mmaction - INFO - Epoch [29][3700/3757] lr: 1.000e-03, eta: 10:48:46, time: 0.528, data_time: 0.002, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9039, loss_cls: 1.0944, loss: 1.0944, grad_norm: 5.7143 2021-02-11 07:06:52,412 - mmaction - INFO - Epoch [29][3720/3757] lr: 1.000e-03, eta: 10:48:36, time: 0.449, data_time: 0.011, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8805, loss_cls: 1.2235, loss: 1.2235, grad_norm: 6.0991 2021-02-11 07:07:02,317 - mmaction - INFO - Epoch [29][3740/3757] lr: 1.000e-03, eta: 10:48:26, time: 0.494, data_time: 0.056, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8867, loss_cls: 1.2203, loss: 1.2203, grad_norm: 6.0828 2021-02-11 07:10:12,847 - mmaction - INFO - Epoch [30][20/3757] lr: 1.000e-03, eta: 10:50:00, time: 8.645, data_time: 8.108, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8922, loss_cls: 1.1658, loss: 1.1658, grad_norm: 5.8253 2021-02-11 07:10:23,153 - mmaction - INFO - Epoch [30][40/3757] lr: 1.000e-03, eta: 10:49:50, time: 0.518, data_time: 0.006, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8977, loss_cls: 1.1455, loss: 1.1455, grad_norm: 5.9160 2021-02-11 07:10:33,326 - mmaction - INFO - Epoch [30][60/3757] lr: 1.000e-03, eta: 10:49:41, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1120, loss: 1.1120, grad_norm: 5.8233 2021-02-11 07:10:43,126 - mmaction - INFO - Epoch [30][80/3757] lr: 1.000e-03, eta: 10:49:31, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8945, loss_cls: 1.1733, loss: 1.1733, grad_norm: 5.8396 2021-02-11 07:10:53,300 - mmaction - INFO - Epoch [30][100/3757] lr: 1.000e-03, eta: 10:49:21, time: 0.508, data_time: 0.000, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8922, loss_cls: 1.1792, loss: 1.1792, grad_norm: 6.0526 2021-02-11 07:11:03,457 - mmaction - INFO - Epoch [30][120/3757] lr: 1.000e-03, eta: 10:49:11, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9039, loss_cls: 1.0779, loss: 1.0779, grad_norm: 5.6955 2021-02-11 07:11:13,059 - mmaction - INFO - Epoch [30][140/3757] lr: 1.000e-03, eta: 10:49:01, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9062, loss_cls: 1.0758, loss: 1.0758, grad_norm: 5.7283 2021-02-11 07:11:23,233 - mmaction - INFO - Epoch [30][160/3757] lr: 1.000e-03, eta: 10:48:51, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1179, loss: 1.1179, grad_norm: 5.7633 2021-02-11 07:11:33,517 - mmaction - INFO - Epoch [30][180/3757] lr: 1.000e-03, eta: 10:48:42, time: 0.511, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1301, loss: 1.1301, grad_norm: 5.7051 2021-02-11 07:11:42,664 - mmaction - INFO - Epoch [30][200/3757] lr: 1.000e-03, eta: 10:48:31, time: 0.460, data_time: 0.004, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1269, loss: 1.1269, grad_norm: 5.7683 2021-02-11 07:11:53,854 - mmaction - INFO - Epoch [30][220/3757] lr: 1.000e-03, eta: 10:48:22, time: 0.554, data_time: 0.013, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8984, loss_cls: 1.1424, loss: 1.1424, grad_norm: 5.9532 2021-02-11 07:12:04,262 - mmaction - INFO - Epoch [30][240/3757] lr: 1.000e-03, eta: 10:48:13, time: 0.527, data_time: 0.007, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.1796, loss: 1.1796, grad_norm: 5.8709 2021-02-11 07:12:15,085 - mmaction - INFO - Epoch [30][260/3757] lr: 1.000e-03, eta: 10:48:04, time: 0.537, data_time: 0.002, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8938, loss_cls: 1.1340, loss: 1.1340, grad_norm: 5.9522 2021-02-11 07:12:23,937 - mmaction - INFO - Epoch [30][280/3757] lr: 1.000e-03, eta: 10:47:53, time: 0.447, data_time: 0.074, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 1.0195, loss: 1.0195, grad_norm: 5.5495 2021-02-11 07:12:36,496 - mmaction - INFO - Epoch [30][300/3757] lr: 1.000e-03, eta: 10:47:45, time: 0.626, data_time: 0.017, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8961, loss_cls: 1.1805, loss: 1.1805, grad_norm: 6.0324 2021-02-11 07:12:45,430 - mmaction - INFO - Epoch [30][320/3757] lr: 1.000e-03, eta: 10:47:35, time: 0.448, data_time: 0.004, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8891, loss_cls: 1.1744, loss: 1.1744, grad_norm: 5.9883 2021-02-11 07:12:56,984 - mmaction - INFO - Epoch [30][340/3757] lr: 1.000e-03, eta: 10:47:26, time: 0.578, data_time: 0.002, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8891, loss_cls: 1.1094, loss: 1.1094, grad_norm: 5.6232 2021-02-11 07:13:05,399 - mmaction - INFO - Epoch [30][360/3757] lr: 1.000e-03, eta: 10:47:15, time: 0.421, data_time: 0.013, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.0772, loss: 1.0772, grad_norm: 5.6535 2021-02-11 07:13:16,711 - mmaction - INFO - Epoch [30][380/3757] lr: 1.000e-03, eta: 10:47:06, time: 0.566, data_time: 0.099, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8938, loss_cls: 1.1312, loss: 1.1312, grad_norm: 5.8464 2021-02-11 07:13:27,184 - mmaction - INFO - Epoch [30][400/3757] lr: 1.000e-03, eta: 10:46:57, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8961, loss_cls: 1.1427, loss: 1.1427, grad_norm: 5.8842 2021-02-11 07:13:36,606 - mmaction - INFO - Epoch [30][420/3757] lr: 1.000e-03, eta: 10:46:46, time: 0.472, data_time: 0.002, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1171, loss: 1.1171, grad_norm: 5.9251 2021-02-11 07:13:46,929 - mmaction - INFO - Epoch [30][440/3757] lr: 1.000e-03, eta: 10:46:37, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1392, loss: 1.1392, grad_norm: 5.9228 2021-02-11 07:13:56,687 - mmaction - INFO - Epoch [30][460/3757] lr: 1.000e-03, eta: 10:46:27, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9008, loss_cls: 1.0753, loss: 1.0753, grad_norm: 5.6678 2021-02-11 07:14:06,836 - mmaction - INFO - Epoch [30][480/3757] lr: 1.000e-03, eta: 10:46:17, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1702, loss: 1.1702, grad_norm: 6.0403 2021-02-11 07:14:17,024 - mmaction - INFO - Epoch [30][500/3757] lr: 1.000e-03, eta: 10:46:07, time: 0.511, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1217, loss: 1.1217, grad_norm: 5.7324 2021-02-11 07:14:26,186 - mmaction - INFO - Epoch [30][520/3757] lr: 1.000e-03, eta: 10:45:57, time: 0.458, data_time: 0.019, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0828, loss: 1.0828, grad_norm: 5.9922 2021-02-11 07:14:36,904 - mmaction - INFO - Epoch [30][540/3757] lr: 1.000e-03, eta: 10:45:48, time: 0.536, data_time: 0.028, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1423, loss: 1.1423, grad_norm: 5.7263 2021-02-11 07:14:46,155 - mmaction - INFO - Epoch [30][560/3757] lr: 1.000e-03, eta: 10:45:37, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9086, loss_cls: 1.0359, loss: 1.0359, grad_norm: 5.6557 2021-02-11 07:14:56,198 - mmaction - INFO - Epoch [30][580/3757] lr: 1.000e-03, eta: 10:45:28, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.1961, loss: 1.1961, grad_norm: 6.0325 2021-02-11 07:15:06,201 - mmaction - INFO - Epoch [30][600/3757] lr: 1.000e-03, eta: 10:45:18, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0794, loss: 1.0794, grad_norm: 5.7244 2021-02-11 07:15:16,266 - mmaction - INFO - Epoch [30][620/3757] lr: 1.000e-03, eta: 10:45:08, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1182, loss: 1.1182, grad_norm: 5.8060 2021-02-11 07:15:27,372 - mmaction - INFO - Epoch [30][640/3757] lr: 1.000e-03, eta: 10:44:59, time: 0.553, data_time: 0.003, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9016, loss_cls: 1.0560, loss: 1.0560, grad_norm: 5.6591 2021-02-11 07:15:36,578 - mmaction - INFO - Epoch [30][660/3757] lr: 1.000e-03, eta: 10:44:49, time: 0.464, data_time: 0.004, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1428, loss: 1.1428, grad_norm: 5.8441 2021-02-11 07:15:46,641 - mmaction - INFO - Epoch [30][680/3757] lr: 1.000e-03, eta: 10:44:39, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1270, loss: 1.1270, grad_norm: 5.7997 2021-02-11 07:15:57,442 - mmaction - INFO - Epoch [30][700/3757] lr: 1.000e-03, eta: 10:44:30, time: 0.541, data_time: 0.002, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8992, loss_cls: 1.0999, loss: 1.0999, grad_norm: 5.8193 2021-02-11 07:16:10,359 - mmaction - INFO - Epoch [30][720/3757] lr: 1.000e-03, eta: 10:44:22, time: 0.642, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8828, loss_cls: 1.1474, loss: 1.1474, grad_norm: 5.6772 2021-02-11 07:16:19,819 - mmaction - INFO - Epoch [30][740/3757] lr: 1.000e-03, eta: 10:44:12, time: 0.477, data_time: 0.083, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1506, loss: 1.1506, grad_norm: 5.7441 2021-02-11 07:16:29,568 - mmaction - INFO - Epoch [30][760/3757] lr: 1.000e-03, eta: 10:44:02, time: 0.487, data_time: 0.015, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1268, loss: 1.1268, grad_norm: 5.8904 2021-02-11 07:16:40,336 - mmaction - INFO - Epoch [30][780/3757] lr: 1.000e-03, eta: 10:43:52, time: 0.538, data_time: 0.086, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1541, loss: 1.1541, grad_norm: 5.7978 2021-02-11 07:16:50,025 - mmaction - INFO - Epoch [30][800/3757] lr: 1.000e-03, eta: 10:43:42, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.1640, loss: 1.1640, grad_norm: 5.9013 2021-02-11 07:17:01,006 - mmaction - INFO - Epoch [30][820/3757] lr: 1.000e-03, eta: 10:43:33, time: 0.549, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.9000, loss_cls: 1.1052, loss: 1.1052, grad_norm: 5.8000 2021-02-11 07:17:11,497 - mmaction - INFO - Epoch [30][840/3757] lr: 1.000e-03, eta: 10:43:24, time: 0.524, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9031, loss_cls: 1.0715, loss: 1.0715, grad_norm: 5.8856 2021-02-11 07:17:20,890 - mmaction - INFO - Epoch [30][860/3757] lr: 1.000e-03, eta: 10:43:14, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.0953, loss: 1.0953, grad_norm: 5.7882 2021-02-11 07:17:30,846 - mmaction - INFO - Epoch [30][880/3757] lr: 1.000e-03, eta: 10:43:04, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.1255, loss: 1.1255, grad_norm: 5.8616 2021-02-11 07:17:41,280 - mmaction - INFO - Epoch [30][900/3757] lr: 1.000e-03, eta: 10:42:54, time: 0.521, data_time: 0.001, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.1003, loss: 1.1003, grad_norm: 5.8149 2021-02-11 07:17:51,827 - mmaction - INFO - Epoch [30][920/3757] lr: 1.000e-03, eta: 10:42:45, time: 0.527, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.0963, loss: 1.0963, grad_norm: 5.8446 2021-02-11 07:18:01,860 - mmaction - INFO - Epoch [30][940/3757] lr: 1.000e-03, eta: 10:42:35, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1120, loss: 1.1120, grad_norm: 5.7642 2021-02-11 07:18:12,021 - mmaction - INFO - Epoch [30][960/3757] lr: 1.000e-03, eta: 10:42:25, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.0998, loss: 1.0998, grad_norm: 5.8394 2021-02-11 07:18:21,236 - mmaction - INFO - Epoch [30][980/3757] lr: 1.000e-03, eta: 10:42:15, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1188, loss: 1.1188, grad_norm: 5.7947 2021-02-11 07:18:31,022 - mmaction - INFO - Epoch [30][1000/3757] lr: 1.000e-03, eta: 10:42:05, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1304, loss: 1.1304, grad_norm: 5.8068 2021-02-11 07:18:41,579 - mmaction - INFO - Epoch [30][1020/3757] lr: 1.000e-03, eta: 10:41:55, time: 0.529, data_time: 0.002, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8984, loss_cls: 1.1392, loss: 1.1392, grad_norm: 6.0606 2021-02-11 07:18:51,134 - mmaction - INFO - Epoch [30][1040/3757] lr: 1.000e-03, eta: 10:41:45, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1325, loss: 1.1325, grad_norm: 5.6453 2021-02-11 07:19:01,242 - mmaction - INFO - Epoch [30][1060/3757] lr: 1.000e-03, eta: 10:41:36, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0378, loss: 1.0378, grad_norm: 5.6590 2021-02-11 07:19:11,271 - mmaction - INFO - Epoch [30][1080/3757] lr: 1.000e-03, eta: 10:41:26, time: 0.503, data_time: 0.072, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.1295, loss: 1.1295, grad_norm: 5.9137 2021-02-11 07:19:20,560 - mmaction - INFO - Epoch [30][1100/3757] lr: 1.000e-03, eta: 10:41:16, time: 0.464, data_time: 0.032, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.1087, loss: 1.1087, grad_norm: 5.8751 2021-02-11 07:19:32,327 - mmaction - INFO - Epoch [30][1120/3757] lr: 1.000e-03, eta: 10:41:07, time: 0.587, data_time: 0.125, memory: 7076, top1_acc: 0.7086, top5_acc: 0.9016, loss_cls: 1.0799, loss: 1.0799, grad_norm: 5.8962 2021-02-11 07:19:40,133 - mmaction - INFO - Epoch [30][1140/3757] lr: 1.000e-03, eta: 10:40:56, time: 0.391, data_time: 0.002, memory: 7076, top1_acc: 0.6867, top5_acc: 0.8805, loss_cls: 1.1953, loss: 1.1953, grad_norm: 6.1436 2021-02-11 07:19:50,492 - mmaction - INFO - Epoch [30][1160/3757] lr: 1.000e-03, eta: 10:40:46, time: 0.516, data_time: 0.015, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1558, loss: 1.1558, grad_norm: 6.0185 2021-02-11 07:20:01,084 - mmaction - INFO - Epoch [30][1180/3757] lr: 1.000e-03, eta: 10:40:37, time: 0.531, data_time: 0.044, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0418, loss: 1.0418, grad_norm: 5.5801 2021-02-11 07:20:11,088 - mmaction - INFO - Epoch [30][1200/3757] lr: 1.000e-03, eta: 10:40:27, time: 0.500, data_time: 0.002, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8984, loss_cls: 1.1482, loss: 1.1482, grad_norm: 5.9477 2021-02-11 07:20:20,967 - mmaction - INFO - Epoch [30][1220/3757] lr: 1.000e-03, eta: 10:40:17, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1065, loss: 1.1065, grad_norm: 5.8037 2021-02-11 07:20:30,896 - mmaction - INFO - Epoch [30][1240/3757] lr: 1.000e-03, eta: 10:40:07, time: 0.497, data_time: 0.077, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.1830, loss: 1.1830, grad_norm: 5.9793 2021-02-11 07:20:40,762 - mmaction - INFO - Epoch [30][1260/3757] lr: 1.000e-03, eta: 10:39:57, time: 0.492, data_time: 0.014, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1726, loss: 1.1726, grad_norm: 5.8790 2021-02-11 07:20:50,982 - mmaction - INFO - Epoch [30][1280/3757] lr: 1.000e-03, eta: 10:39:47, time: 0.511, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1327, loss: 1.1327, grad_norm: 5.7070 2021-02-11 07:21:01,201 - mmaction - INFO - Epoch [30][1300/3757] lr: 1.000e-03, eta: 10:39:38, time: 0.509, data_time: 0.002, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.2219, loss: 1.2219, grad_norm: 5.9173 2021-02-11 07:21:11,049 - mmaction - INFO - Epoch [30][1320/3757] lr: 1.000e-03, eta: 10:39:28, time: 0.495, data_time: 0.004, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8961, loss_cls: 1.1735, loss: 1.1735, grad_norm: 5.9039 2021-02-11 07:21:20,184 - mmaction - INFO - Epoch [30][1340/3757] lr: 1.000e-03, eta: 10:39:17, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1444, loss: 1.1444, grad_norm: 5.8929 2021-02-11 07:21:30,642 - mmaction - INFO - Epoch [30][1360/3757] lr: 1.000e-03, eta: 10:39:08, time: 0.522, data_time: 0.014, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9008, loss_cls: 1.0852, loss: 1.0852, grad_norm: 5.7598 2021-02-11 07:21:39,962 - mmaction - INFO - Epoch [30][1380/3757] lr: 1.000e-03, eta: 10:38:58, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8930, loss_cls: 1.1182, loss: 1.1182, grad_norm: 5.7896 2021-02-11 07:21:49,967 - mmaction - INFO - Epoch [30][1400/3757] lr: 1.000e-03, eta: 10:38:48, time: 0.500, data_time: 0.056, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2086, loss: 1.2086, grad_norm: 5.8293 2021-02-11 07:21:59,970 - mmaction - INFO - Epoch [30][1420/3757] lr: 1.000e-03, eta: 10:38:38, time: 0.501, data_time: 0.017, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1601, loss: 1.1601, grad_norm: 5.9772 2021-02-11 07:22:10,823 - mmaction - INFO - Epoch [30][1440/3757] lr: 1.000e-03, eta: 10:38:29, time: 0.542, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1900, loss: 1.1900, grad_norm: 5.9442 2021-02-11 07:22:19,767 - mmaction - INFO - Epoch [30][1460/3757] lr: 1.000e-03, eta: 10:38:18, time: 0.447, data_time: 0.002, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1921, loss: 1.1921, grad_norm: 5.9305 2021-02-11 07:22:30,114 - mmaction - INFO - Epoch [30][1480/3757] lr: 1.000e-03, eta: 10:38:09, time: 0.515, data_time: 0.128, memory: 7076, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0694, loss: 1.0694, grad_norm: 5.6786 2021-02-11 07:22:40,105 - mmaction - INFO - Epoch [30][1500/3757] lr: 1.000e-03, eta: 10:37:59, time: 0.498, data_time: 0.074, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1257, loss: 1.1257, grad_norm: 5.9566 2021-02-11 07:22:50,671 - mmaction - INFO - Epoch [30][1520/3757] lr: 1.000e-03, eta: 10:37:49, time: 0.528, data_time: 0.116, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1255, loss: 1.1255, grad_norm: 5.8086 2021-02-11 07:22:59,936 - mmaction - INFO - Epoch [30][1540/3757] lr: 1.000e-03, eta: 10:37:39, time: 0.467, data_time: 0.098, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1358, loss: 1.1358, grad_norm: 5.7775 2021-02-11 07:23:09,567 - mmaction - INFO - Epoch [30][1560/3757] lr: 1.000e-03, eta: 10:37:29, time: 0.481, data_time: 0.090, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.1127, loss: 1.1127, grad_norm: 5.8409 2021-02-11 07:23:20,005 - mmaction - INFO - Epoch [30][1580/3757] lr: 1.000e-03, eta: 10:37:20, time: 0.521, data_time: 0.166, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8992, loss_cls: 1.1501, loss: 1.1501, grad_norm: 5.9224 2021-02-11 07:23:29,397 - mmaction - INFO - Epoch [30][1600/3757] lr: 1.000e-03, eta: 10:37:09, time: 0.470, data_time: 0.125, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8930, loss_cls: 1.0930, loss: 1.0930, grad_norm: 5.8170 2021-02-11 07:23:39,304 - mmaction - INFO - Epoch [30][1620/3757] lr: 1.000e-03, eta: 10:36:59, time: 0.495, data_time: 0.018, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1186, loss: 1.1186, grad_norm: 6.0369 2021-02-11 07:23:49,576 - mmaction - INFO - Epoch [30][1640/3757] lr: 1.000e-03, eta: 10:36:50, time: 0.508, data_time: 0.009, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9148, loss_cls: 1.0836, loss: 1.0836, grad_norm: 5.8440 2021-02-11 07:23:59,603 - mmaction - INFO - Epoch [30][1660/3757] lr: 1.000e-03, eta: 10:36:40, time: 0.506, data_time: 0.007, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.1118, loss: 1.1118, grad_norm: 5.9321 2021-02-11 07:24:09,792 - mmaction - INFO - Epoch [30][1680/3757] lr: 1.000e-03, eta: 10:36:30, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.2184, loss: 1.2184, grad_norm: 6.1298 2021-02-11 07:24:20,183 - mmaction - INFO - Epoch [30][1700/3757] lr: 1.000e-03, eta: 10:36:21, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8938, loss_cls: 1.1587, loss: 1.1587, grad_norm: 6.0517 2021-02-11 07:24:30,232 - mmaction - INFO - Epoch [30][1720/3757] lr: 1.000e-03, eta: 10:36:11, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1723, loss: 1.1723, grad_norm: 5.8882 2021-02-11 07:24:40,978 - mmaction - INFO - Epoch [30][1740/3757] lr: 1.000e-03, eta: 10:36:02, time: 0.539, data_time: 0.003, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9031, loss_cls: 1.0945, loss: 1.0945, grad_norm: 5.8224 2021-02-11 07:24:49,878 - mmaction - INFO - Epoch [30][1760/3757] lr: 1.000e-03, eta: 10:35:51, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9086, loss_cls: 1.0054, loss: 1.0054, grad_norm: 5.6652 2021-02-11 07:24:59,994 - mmaction - INFO - Epoch [30][1780/3757] lr: 1.000e-03, eta: 10:35:41, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 1.0623, loss: 1.0623, grad_norm: 5.9186 2021-02-11 07:25:09,594 - mmaction - INFO - Epoch [30][1800/3757] lr: 1.000e-03, eta: 10:35:31, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8922, loss_cls: 1.1732, loss: 1.1732, grad_norm: 5.9462 2021-02-11 07:25:20,709 - mmaction - INFO - Epoch [30][1820/3757] lr: 1.000e-03, eta: 10:35:22, time: 0.555, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.1013, loss: 1.1013, grad_norm: 5.8517 2021-02-11 07:25:31,015 - mmaction - INFO - Epoch [30][1840/3757] lr: 1.000e-03, eta: 10:35:13, time: 0.512, data_time: 0.004, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1493, loss: 1.1493, grad_norm: 5.9858 2021-02-11 07:25:41,245 - mmaction - INFO - Epoch [30][1860/3757] lr: 1.000e-03, eta: 10:35:03, time: 0.514, data_time: 0.005, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8953, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.1429 2021-02-11 07:25:51,877 - mmaction - INFO - Epoch [30][1880/3757] lr: 1.000e-03, eta: 10:34:54, time: 0.531, data_time: 0.008, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.1029, loss: 1.1029, grad_norm: 5.7885 2021-02-11 07:26:01,714 - mmaction - INFO - Epoch [30][1900/3757] lr: 1.000e-03, eta: 10:34:44, time: 0.493, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1022, loss: 1.1022, grad_norm: 5.8906 2021-02-11 07:26:12,708 - mmaction - INFO - Epoch [30][1920/3757] lr: 1.000e-03, eta: 10:34:35, time: 0.548, data_time: 0.002, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8953, loss_cls: 1.1647, loss: 1.1647, grad_norm: 5.9502 2021-02-11 07:26:22,177 - mmaction - INFO - Epoch [30][1940/3757] lr: 1.000e-03, eta: 10:34:24, time: 0.473, data_time: 0.003, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8898, loss_cls: 1.1133, loss: 1.1133, grad_norm: 5.8566 2021-02-11 07:26:32,672 - mmaction - INFO - Epoch [30][1960/3757] lr: 1.000e-03, eta: 10:34:15, time: 0.526, data_time: 0.003, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.1015, loss: 1.1015, grad_norm: 5.9857 2021-02-11 07:26:42,181 - mmaction - INFO - Epoch [30][1980/3757] lr: 1.000e-03, eta: 10:34:05, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8867, loss_cls: 1.1832, loss: 1.1832, grad_norm: 5.9645 2021-02-11 07:26:52,345 - mmaction - INFO - Epoch [30][2000/3757] lr: 1.000e-03, eta: 10:33:55, time: 0.507, data_time: 0.011, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.1028, loss: 1.1028, grad_norm: 5.7550 2021-02-11 07:27:03,123 - mmaction - INFO - Epoch [30][2020/3757] lr: 1.000e-03, eta: 10:33:46, time: 0.539, data_time: 0.002, memory: 7076, top1_acc: 0.6727, top5_acc: 0.8742, loss_cls: 1.2743, loss: 1.2743, grad_norm: 6.2532 2021-02-11 07:27:11,532 - mmaction - INFO - Epoch [30][2040/3757] lr: 1.000e-03, eta: 10:33:35, time: 0.420, data_time: 0.014, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9039, loss_cls: 1.0630, loss: 1.0630, grad_norm: 5.7053 2021-02-11 07:27:22,058 - mmaction - INFO - Epoch [30][2060/3757] lr: 1.000e-03, eta: 10:33:25, time: 0.525, data_time: 0.117, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0805, loss: 1.0805, grad_norm: 5.6133 2021-02-11 07:27:32,069 - mmaction - INFO - Epoch [30][2080/3757] lr: 1.000e-03, eta: 10:33:16, time: 0.501, data_time: 0.028, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8805, loss_cls: 1.1885, loss: 1.1885, grad_norm: 5.8470 2021-02-11 07:27:42,172 - mmaction - INFO - Epoch [30][2100/3757] lr: 1.000e-03, eta: 10:33:06, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8805, loss_cls: 1.1781, loss: 1.1781, grad_norm: 5.9759 2021-02-11 07:27:52,306 - mmaction - INFO - Epoch [30][2120/3757] lr: 1.000e-03, eta: 10:32:56, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1569, loss: 1.1569, grad_norm: 5.8559 2021-02-11 07:28:02,687 - mmaction - INFO - Epoch [30][2140/3757] lr: 1.000e-03, eta: 10:32:47, time: 0.520, data_time: 0.002, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8930, loss_cls: 1.1550, loss: 1.1550, grad_norm: 6.0130 2021-02-11 07:28:12,868 - mmaction - INFO - Epoch [30][2160/3757] lr: 1.000e-03, eta: 10:32:37, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8961, loss_cls: 1.1102, loss: 1.1102, grad_norm: 5.9154 2021-02-11 07:28:22,850 - mmaction - INFO - Epoch [30][2180/3757] lr: 1.000e-03, eta: 10:32:27, time: 0.504, data_time: 0.006, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8805, loss_cls: 1.1438, loss: 1.1438, grad_norm: 5.8455 2021-02-11 07:28:32,761 - mmaction - INFO - Epoch [30][2200/3757] lr: 1.000e-03, eta: 10:32:17, time: 0.496, data_time: 0.001, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1739, loss: 1.1739, grad_norm: 5.9904 2021-02-11 07:28:42,414 - mmaction - INFO - Epoch [30][2220/3757] lr: 1.000e-03, eta: 10:32:07, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1477, loss: 1.1477, grad_norm: 5.8372 2021-02-11 07:28:52,488 - mmaction - INFO - Epoch [30][2240/3757] lr: 1.000e-03, eta: 10:31:57, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8922, loss_cls: 1.1537, loss: 1.1537, grad_norm: 6.0141 2021-02-11 07:29:02,571 - mmaction - INFO - Epoch [30][2260/3757] lr: 1.000e-03, eta: 10:31:48, time: 0.506, data_time: 0.004, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0680, loss: 1.0680, grad_norm: 5.7821 2021-02-11 07:29:13,237 - mmaction - INFO - Epoch [30][2280/3757] lr: 1.000e-03, eta: 10:31:38, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1327, loss: 1.1327, grad_norm: 5.7557 2021-02-11 07:29:23,023 - mmaction - INFO - Epoch [30][2300/3757] lr: 1.000e-03, eta: 10:31:28, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1549, loss: 1.1549, grad_norm: 5.8666 2021-02-11 07:29:33,303 - mmaction - INFO - Epoch [30][2320/3757] lr: 1.000e-03, eta: 10:31:19, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1695, loss: 1.1695, grad_norm: 5.9643 2021-02-11 07:29:42,538 - mmaction - INFO - Epoch [30][2340/3757] lr: 1.000e-03, eta: 10:31:08, time: 0.463, data_time: 0.003, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1447, loss: 1.1447, grad_norm: 5.8838 2021-02-11 07:29:52,627 - mmaction - INFO - Epoch [30][2360/3757] lr: 1.000e-03, eta: 10:30:58, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8922, loss_cls: 1.1287, loss: 1.1287, grad_norm: 5.8478 2021-02-11 07:30:03,290 - mmaction - INFO - Epoch [30][2380/3757] lr: 1.000e-03, eta: 10:30:49, time: 0.533, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8906, loss_cls: 1.1280, loss: 1.1280, grad_norm: 6.0037 2021-02-11 07:30:13,454 - mmaction - INFO - Epoch [30][2400/3757] lr: 1.000e-03, eta: 10:30:39, time: 0.508, data_time: 0.002, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9008, loss_cls: 1.1101, loss: 1.1101, grad_norm: 5.8539 2021-02-11 07:30:24,093 - mmaction - INFO - Epoch [30][2420/3757] lr: 1.000e-03, eta: 10:30:30, time: 0.533, data_time: 0.165, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9109, loss_cls: 1.0625, loss: 1.0625, grad_norm: 5.8238 2021-02-11 07:30:33,233 - mmaction - INFO - Epoch [30][2440/3757] lr: 1.000e-03, eta: 10:30:20, time: 0.457, data_time: 0.091, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.1777, loss: 1.1777, grad_norm: 5.9944 2021-02-11 07:30:43,471 - mmaction - INFO - Epoch [30][2460/3757] lr: 1.000e-03, eta: 10:30:10, time: 0.512, data_time: 0.154, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9117, loss_cls: 1.0064, loss: 1.0064, grad_norm: 5.8344 2021-02-11 07:30:53,764 - mmaction - INFO - Epoch [30][2480/3757] lr: 1.000e-03, eta: 10:30:00, time: 0.515, data_time: 0.117, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8930, loss_cls: 1.1290, loss: 1.1290, grad_norm: 5.8727 2021-02-11 07:31:04,369 - mmaction - INFO - Epoch [30][2500/3757] lr: 1.000e-03, eta: 10:29:51, time: 0.530, data_time: 0.123, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.1897, loss: 1.1897, grad_norm: 5.9358 2021-02-11 07:31:14,495 - mmaction - INFO - Epoch [30][2520/3757] lr: 1.000e-03, eta: 10:29:41, time: 0.506, data_time: 0.147, memory: 7076, top1_acc: 0.6781, top5_acc: 0.8680, loss_cls: 1.2810, loss: 1.2810, grad_norm: 6.3110 2021-02-11 07:31:23,616 - mmaction - INFO - Epoch [30][2540/3757] lr: 1.000e-03, eta: 10:29:31, time: 0.456, data_time: 0.091, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8938, loss_cls: 1.1369, loss: 1.1369, grad_norm: 5.9940 2021-02-11 07:31:33,300 - mmaction - INFO - Epoch [30][2560/3757] lr: 1.000e-03, eta: 10:29:21, time: 0.483, data_time: 0.043, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.1835, loss: 1.1835, grad_norm: 5.9001 2021-02-11 07:31:43,548 - mmaction - INFO - Epoch [30][2580/3757] lr: 1.000e-03, eta: 10:29:11, time: 0.513, data_time: 0.033, memory: 7076, top1_acc: 0.6797, top5_acc: 0.8820, loss_cls: 1.2302, loss: 1.2302, grad_norm: 6.1217 2021-02-11 07:31:53,701 - mmaction - INFO - Epoch [30][2600/3757] lr: 1.000e-03, eta: 10:29:01, time: 0.507, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9078, loss_cls: 1.0634, loss: 1.0634, grad_norm: 5.7615 2021-02-11 07:32:03,474 - mmaction - INFO - Epoch [30][2620/3757] lr: 1.000e-03, eta: 10:28:51, time: 0.490, data_time: 0.006, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9047, loss_cls: 1.1127, loss: 1.1127, grad_norm: 5.8028 2021-02-11 07:32:13,735 - mmaction - INFO - Epoch [30][2640/3757] lr: 1.000e-03, eta: 10:28:42, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8992, loss_cls: 1.0827, loss: 1.0827, grad_norm: 5.7405 2021-02-11 07:32:23,238 - mmaction - INFO - Epoch [30][2660/3757] lr: 1.000e-03, eta: 10:28:32, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.1923, loss: 1.1923, grad_norm: 5.9684 2021-02-11 07:32:33,647 - mmaction - INFO - Epoch [30][2680/3757] lr: 1.000e-03, eta: 10:28:22, time: 0.518, data_time: 0.000, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8945, loss_cls: 1.1183, loss: 1.1183, grad_norm: 5.9952 2021-02-11 07:32:44,293 - mmaction - INFO - Epoch [30][2700/3757] lr: 1.000e-03, eta: 10:28:13, time: 0.528, data_time: 0.003, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8922, loss_cls: 1.1342, loss: 1.1342, grad_norm: 6.0478 2021-02-11 07:32:54,223 - mmaction - INFO - Epoch [30][2720/3757] lr: 1.000e-03, eta: 10:28:03, time: 0.503, data_time: 0.076, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8891, loss_cls: 1.1995, loss: 1.1995, grad_norm: 6.1400 2021-02-11 07:33:03,637 - mmaction - INFO - Epoch [30][2740/3757] lr: 1.000e-03, eta: 10:27:53, time: 0.471, data_time: 0.042, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9023, loss_cls: 1.1215, loss: 1.1215, grad_norm: 5.8588 2021-02-11 07:33:14,590 - mmaction - INFO - Epoch [30][2760/3757] lr: 1.000e-03, eta: 10:27:43, time: 0.548, data_time: 0.021, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8727, loss_cls: 1.1908, loss: 1.1908, grad_norm: 5.8813 2021-02-11 07:33:25,121 - mmaction - INFO - Epoch [30][2780/3757] lr: 1.000e-03, eta: 10:27:34, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.0961, loss: 1.0961, grad_norm: 5.7751 2021-02-11 07:33:37,032 - mmaction - INFO - Epoch [30][2800/3757] lr: 1.000e-03, eta: 10:27:25, time: 0.599, data_time: 0.004, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1592, loss: 1.1592, grad_norm: 5.9019 2021-02-11 07:33:45,695 - mmaction - INFO - Epoch [30][2820/3757] lr: 1.000e-03, eta: 10:27:15, time: 0.432, data_time: 0.003, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1648, loss: 1.1648, grad_norm: 5.9445 2021-02-11 07:33:57,244 - mmaction - INFO - Epoch [30][2840/3757] lr: 1.000e-03, eta: 10:27:06, time: 0.577, data_time: 0.017, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1664, loss: 1.1664, grad_norm: 5.7989 2021-02-11 07:34:06,038 - mmaction - INFO - Epoch [30][2860/3757] lr: 1.000e-03, eta: 10:26:55, time: 0.441, data_time: 0.020, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.1289, loss: 1.1289, grad_norm: 5.8676 2021-02-11 07:34:17,335 - mmaction - INFO - Epoch [30][2880/3757] lr: 1.000e-03, eta: 10:26:46, time: 0.564, data_time: 0.009, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8750, loss_cls: 1.1685, loss: 1.1685, grad_norm: 6.0039 2021-02-11 07:34:27,720 - mmaction - INFO - Epoch [30][2900/3757] lr: 1.000e-03, eta: 10:26:37, time: 0.520, data_time: 0.003, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8953, loss_cls: 1.1660, loss: 1.1660, grad_norm: 6.0400 2021-02-11 07:34:36,803 - mmaction - INFO - Epoch [30][2920/3757] lr: 1.000e-03, eta: 10:26:26, time: 0.454, data_time: 0.003, memory: 7076, top1_acc: 0.7133, top5_acc: 0.9039, loss_cls: 1.0980, loss: 1.0980, grad_norm: 6.0400 2021-02-11 07:34:46,933 - mmaction - INFO - Epoch [30][2940/3757] lr: 1.000e-03, eta: 10:26:17, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8938, loss_cls: 1.1562, loss: 1.1562, grad_norm: 5.8723 2021-02-11 07:34:57,054 - mmaction - INFO - Epoch [30][2960/3757] lr: 1.000e-03, eta: 10:26:07, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1375, loss: 1.1375, grad_norm: 6.0351 2021-02-11 07:35:06,529 - mmaction - INFO - Epoch [30][2980/3757] lr: 1.000e-03, eta: 10:25:57, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.1729, loss: 1.1729, grad_norm: 5.8946 2021-02-11 07:35:16,886 - mmaction - INFO - Epoch [30][3000/3757] lr: 1.000e-03, eta: 10:25:47, time: 0.518, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.2020, loss: 1.2020, grad_norm: 6.1637 2021-02-11 07:35:27,002 - mmaction - INFO - Epoch [30][3020/3757] lr: 1.000e-03, eta: 10:25:37, time: 0.506, data_time: 0.002, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1281, loss: 1.1281, grad_norm: 5.9021 2021-02-11 07:35:36,875 - mmaction - INFO - Epoch [30][3040/3757] lr: 1.000e-03, eta: 10:25:27, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.0668, loss: 1.0668, grad_norm: 5.6985 2021-02-11 07:35:48,814 - mmaction - INFO - Epoch [30][3060/3757] lr: 1.000e-03, eta: 10:25:19, time: 0.595, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0980, loss: 1.0980, grad_norm: 5.7403 2021-02-11 07:35:57,817 - mmaction - INFO - Epoch [30][3080/3757] lr: 1.000e-03, eta: 10:25:08, time: 0.453, data_time: 0.005, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9047, loss_cls: 1.0504, loss: 1.0504, grad_norm: 5.7884 2021-02-11 07:36:08,223 - mmaction - INFO - Epoch [30][3100/3757] lr: 1.000e-03, eta: 10:24:59, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9047, loss_cls: 1.0982, loss: 1.0982, grad_norm: 5.9212 2021-02-11 07:36:17,557 - mmaction - INFO - Epoch [30][3120/3757] lr: 1.000e-03, eta: 10:24:49, time: 0.471, data_time: 0.005, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1699, loss: 1.1699, grad_norm: 6.0440 2021-02-11 07:36:28,681 - mmaction - INFO - Epoch [30][3140/3757] lr: 1.000e-03, eta: 10:24:40, time: 0.555, data_time: 0.001, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8969, loss_cls: 1.1392, loss: 1.1392, grad_norm: 5.8832 2021-02-11 07:36:37,638 - mmaction - INFO - Epoch [30][3160/3757] lr: 1.000e-03, eta: 10:24:29, time: 0.448, data_time: 0.005, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8961, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.9987 2021-02-11 07:36:48,315 - mmaction - INFO - Epoch [30][3180/3757] lr: 1.000e-03, eta: 10:24:20, time: 0.534, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.0641, loss: 1.0641, grad_norm: 5.7439 2021-02-11 07:36:58,491 - mmaction - INFO - Epoch [30][3200/3757] lr: 1.000e-03, eta: 10:24:10, time: 0.509, data_time: 0.002, memory: 7076, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.1927, loss: 1.1927, grad_norm: 5.9057 2021-02-11 07:37:08,337 - mmaction - INFO - Epoch [30][3220/3757] lr: 1.000e-03, eta: 10:24:00, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9016, loss_cls: 1.1023, loss: 1.1023, grad_norm: 5.9195 2021-02-11 07:37:18,995 - mmaction - INFO - Epoch [30][3240/3757] lr: 1.000e-03, eta: 10:23:51, time: 0.535, data_time: 0.003, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0444, loss: 1.0444, grad_norm: 5.5271 2021-02-11 07:37:29,461 - mmaction - INFO - Epoch [30][3260/3757] lr: 1.000e-03, eta: 10:23:41, time: 0.524, data_time: 0.002, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.0953, loss: 1.0953, grad_norm: 5.5798 2021-02-11 07:37:38,930 - mmaction - INFO - Epoch [30][3280/3757] lr: 1.000e-03, eta: 10:23:31, time: 0.474, data_time: 0.002, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.1526, loss: 1.1526, grad_norm: 5.9346 2021-02-11 07:37:49,341 - mmaction - INFO - Epoch [30][3300/3757] lr: 1.000e-03, eta: 10:23:21, time: 0.520, data_time: 0.000, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1545, loss: 1.1545, grad_norm: 5.8074 2021-02-11 07:37:58,520 - mmaction - INFO - Epoch [30][3320/3757] lr: 1.000e-03, eta: 10:23:11, time: 0.459, data_time: 0.025, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.1145, loss: 1.1145, grad_norm: 5.9228 2021-02-11 07:38:09,770 - mmaction - INFO - Epoch [30][3340/3757] lr: 1.000e-03, eta: 10:23:02, time: 0.561, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9023, loss_cls: 1.0925, loss: 1.0925, grad_norm: 5.9164 2021-02-11 07:38:18,361 - mmaction - INFO - Epoch [30][3360/3757] lr: 1.000e-03, eta: 10:22:51, time: 0.430, data_time: 0.003, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.1305, loss: 1.1305, grad_norm: 5.8221 2021-02-11 07:38:29,352 - mmaction - INFO - Epoch [30][3380/3757] lr: 1.000e-03, eta: 10:22:42, time: 0.550, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.0961, loss: 1.0961, grad_norm: 5.7494 2021-02-11 07:38:39,726 - mmaction - INFO - Epoch [30][3400/3757] lr: 1.000e-03, eta: 10:22:33, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0586, loss: 1.0586, grad_norm: 5.6168 2021-02-11 07:38:49,209 - mmaction - INFO - Epoch [30][3420/3757] lr: 1.000e-03, eta: 10:22:22, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9031, loss_cls: 1.0801, loss: 1.0801, grad_norm: 5.7687 2021-02-11 07:38:59,402 - mmaction - INFO - Epoch [30][3440/3757] lr: 1.000e-03, eta: 10:22:13, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.1293, loss: 1.1293, grad_norm: 5.9585 2021-02-11 07:39:09,204 - mmaction - INFO - Epoch [30][3460/3757] lr: 1.000e-03, eta: 10:22:03, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8945, loss_cls: 1.1051, loss: 1.1051, grad_norm: 5.8859 2021-02-11 07:39:19,544 - mmaction - INFO - Epoch [30][3480/3757] lr: 1.000e-03, eta: 10:21:53, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9031, loss_cls: 1.1023, loss: 1.1023, grad_norm: 5.8294 2021-02-11 07:39:30,176 - mmaction - INFO - Epoch [30][3500/3757] lr: 1.000e-03, eta: 10:21:44, time: 0.530, data_time: 0.001, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.1864, loss: 1.1864, grad_norm: 6.1724 2021-02-11 07:39:40,249 - mmaction - INFO - Epoch [30][3520/3757] lr: 1.000e-03, eta: 10:21:34, time: 0.506, data_time: 0.003, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8875, loss_cls: 1.1739, loss: 1.1739, grad_norm: 6.2373 2021-02-11 07:39:50,959 - mmaction - INFO - Epoch [30][3540/3757] lr: 1.000e-03, eta: 10:21:25, time: 0.535, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0642, loss: 1.0642, grad_norm: 5.6416 2021-02-11 07:40:00,212 - mmaction - INFO - Epoch [30][3560/3757] lr: 1.000e-03, eta: 10:21:14, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1162, loss: 1.1162, grad_norm: 5.8102 2021-02-11 07:40:11,247 - mmaction - INFO - Epoch [30][3580/3757] lr: 1.000e-03, eta: 10:21:05, time: 0.551, data_time: 0.005, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0651, loss: 1.0651, grad_norm: 5.7819 2021-02-11 07:40:20,794 - mmaction - INFO - Epoch [30][3600/3757] lr: 1.000e-03, eta: 10:20:55, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1559, loss: 1.1559, grad_norm: 6.0886 2021-02-11 07:40:31,485 - mmaction - INFO - Epoch [30][3620/3757] lr: 1.000e-03, eta: 10:20:46, time: 0.535, data_time: 0.001, memory: 7076, top1_acc: 0.6898, top5_acc: 0.8898, loss_cls: 1.1989, loss: 1.1989, grad_norm: 6.2424 2021-02-11 07:40:41,449 - mmaction - INFO - Epoch [30][3640/3757] lr: 1.000e-03, eta: 10:20:36, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0995, loss: 1.0995, grad_norm: 5.7516 2021-02-11 07:40:51,134 - mmaction - INFO - Epoch [30][3660/3757] lr: 1.000e-03, eta: 10:20:26, time: 0.483, data_time: 0.000, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8906, loss_cls: 1.0622, loss: 1.0622, grad_norm: 5.7790 2021-02-11 07:41:01,066 - mmaction - INFO - Epoch [30][3680/3757] lr: 1.000e-03, eta: 10:20:16, time: 0.497, data_time: 0.002, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9000, loss_cls: 1.1079, loss: 1.1079, grad_norm: 6.0269 2021-02-11 07:41:10,904 - mmaction - INFO - Epoch [30][3700/3757] lr: 1.000e-03, eta: 10:20:06, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 1.0451, loss: 1.0451, grad_norm: 5.7309 2021-02-11 07:41:21,114 - mmaction - INFO - Epoch [30][3720/3757] lr: 1.000e-03, eta: 10:19:56, time: 0.513, data_time: 0.003, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1330, loss: 1.1330, grad_norm: 5.9870 2021-02-11 07:41:31,199 - mmaction - INFO - Epoch [30][3740/3757] lr: 1.000e-03, eta: 10:19:46, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1723, loss: 1.1723, grad_norm: 6.1566 2021-02-11 07:41:48,042 - mmaction - INFO - Saving checkpoint at 30 epochs 2021-02-11 07:46:01,262 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-02-11 07:46:02,029 - mmaction - INFO - top1_acc 0.6886 top5_acc 0.8879 2021-02-11 07:46:02,029 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-02-11 07:46:02,065 - mmaction - INFO - mean_acc 0.6885 2021-02-11 07:46:02,071 - mmaction - INFO - Epoch(val) [30][3757] top1_acc: 0.6886, top5_acc: 0.8879, mean_class_accuracy: 0.6885 2021-02-11 07:47:52,175 - mmaction - INFO - Epoch [31][20/3757] lr: 1.000e-03, eta: 10:20:29, time: 5.503, data_time: 5.007, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8984, loss_cls: 1.1082, loss: 1.1082, grad_norm: 5.9627 2021-02-11 07:48:02,362 - mmaction - INFO - Epoch [31][40/3757] lr: 1.000e-03, eta: 10:20:20, time: 0.510, data_time: 0.092, memory: 7076, top1_acc: 0.7000, top5_acc: 0.9047, loss_cls: 1.1120, loss: 1.1120, grad_norm: 6.0043 2021-02-11 07:48:12,806 - mmaction - INFO - Epoch [31][60/3757] lr: 1.000e-03, eta: 10:20:10, time: 0.520, data_time: 0.037, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8992, loss_cls: 1.0738, loss: 1.0738, grad_norm: 5.9264 2021-02-11 07:48:22,338 - mmaction - INFO - Epoch [31][80/3757] lr: 1.000e-03, eta: 10:20:00, time: 0.478, data_time: 0.072, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1437, loss: 1.1437, grad_norm: 6.0631 2021-02-11 07:48:32,655 - mmaction - INFO - Epoch [31][100/3757] lr: 1.000e-03, eta: 10:19:50, time: 0.516, data_time: 0.048, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 1.0000, loss: 1.0000, grad_norm: 5.4946 2021-02-11 07:48:41,741 - mmaction - INFO - Epoch [31][120/3757] lr: 1.000e-03, eta: 10:19:40, time: 0.454, data_time: 0.008, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8859, loss_cls: 1.1971, loss: 1.1971, grad_norm: 5.9729 2021-02-11 07:48:51,913 - mmaction - INFO - Epoch [31][140/3757] lr: 1.000e-03, eta: 10:19:30, time: 0.509, data_time: 0.037, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0488, loss: 1.0488, grad_norm: 5.6391 2021-02-11 07:49:03,065 - mmaction - INFO - Epoch [31][160/3757] lr: 1.000e-03, eta: 10:19:21, time: 0.550, data_time: 0.095, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0812, loss: 1.0812, grad_norm: 5.8698 2021-02-11 07:49:13,134 - mmaction - INFO - Epoch [31][180/3757] lr: 1.000e-03, eta: 10:19:11, time: 0.511, data_time: 0.008, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1333, loss: 1.1333, grad_norm: 5.9266 2021-02-11 07:49:22,941 - mmaction - INFO - Epoch [31][200/3757] lr: 1.000e-03, eta: 10:19:01, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8836, loss_cls: 1.1797, loss: 1.1797, grad_norm: 5.9416 2021-02-11 07:49:33,089 - mmaction - INFO - Epoch [31][220/3757] lr: 1.000e-03, eta: 10:18:51, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1488, loss: 1.1488, grad_norm: 5.8926 2021-02-11 07:49:43,429 - mmaction - INFO - Epoch [31][240/3757] lr: 1.000e-03, eta: 10:18:42, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.8992, loss_cls: 1.0281, loss: 1.0281, grad_norm: 5.7063 2021-02-11 07:49:51,833 - mmaction - INFO - Epoch [31][260/3757] lr: 1.000e-03, eta: 10:18:31, time: 0.420, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9008, loss_cls: 1.0880, loss: 1.0880, grad_norm: 5.7759 2021-02-11 07:50:02,528 - mmaction - INFO - Epoch [31][280/3757] lr: 1.000e-03, eta: 10:18:21, time: 0.531, data_time: 0.014, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.1966, loss: 1.1966, grad_norm: 6.0450 2021-02-11 07:50:13,086 - mmaction - INFO - Epoch [31][300/3757] lr: 1.000e-03, eta: 10:18:12, time: 0.531, data_time: 0.004, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1187, loss: 1.1187, grad_norm: 5.7341 2021-02-11 07:50:22,797 - mmaction - INFO - Epoch [31][320/3757] lr: 1.000e-03, eta: 10:18:02, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.1174, loss: 1.1174, grad_norm: 5.8740 2021-02-11 07:50:33,078 - mmaction - INFO - Epoch [31][340/3757] lr: 1.000e-03, eta: 10:17:52, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1357, loss: 1.1357, grad_norm: 5.9429 2021-02-11 07:50:42,658 - mmaction - INFO - Epoch [31][360/3757] lr: 1.000e-03, eta: 10:17:42, time: 0.481, data_time: 0.004, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1527, loss: 1.1527, grad_norm: 5.7383 2021-02-11 07:50:52,252 - mmaction - INFO - Epoch [31][380/3757] lr: 1.000e-03, eta: 10:17:32, time: 0.479, data_time: 0.004, memory: 7076, top1_acc: 0.7133, top5_acc: 0.9000, loss_cls: 1.1429, loss: 1.1429, grad_norm: 5.9957 2021-02-11 07:51:02,371 - mmaction - INFO - Epoch [31][400/3757] lr: 1.000e-03, eta: 10:17:22, time: 0.506, data_time: 0.018, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9039, loss_cls: 1.0831, loss: 1.0831, grad_norm: 5.9698 2021-02-11 07:51:12,386 - mmaction - INFO - Epoch [31][420/3757] lr: 1.000e-03, eta: 10:17:12, time: 0.500, data_time: 0.018, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8922, loss_cls: 1.1266, loss: 1.1266, grad_norm: 5.8221 2021-02-11 07:51:22,641 - mmaction - INFO - Epoch [31][440/3757] lr: 1.000e-03, eta: 10:17:03, time: 0.513, data_time: 0.075, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 1.0245, loss: 1.0245, grad_norm: 5.6117 2021-02-11 07:51:32,613 - mmaction - INFO - Epoch [31][460/3757] lr: 1.000e-03, eta: 10:16:53, time: 0.499, data_time: 0.057, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8945, loss_cls: 1.1470, loss: 1.1470, grad_norm: 5.9625 2021-02-11 07:51:42,467 - mmaction - INFO - Epoch [31][480/3757] lr: 1.000e-03, eta: 10:16:43, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8961, loss_cls: 1.1478, loss: 1.1478, grad_norm: 5.9464 2021-02-11 07:51:52,454 - mmaction - INFO - Epoch [31][500/3757] lr: 1.000e-03, eta: 10:16:33, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.1054, loss: 1.1054, grad_norm: 5.9269 2021-02-11 07:52:01,946 - mmaction - INFO - Epoch [31][520/3757] lr: 1.000e-03, eta: 10:16:23, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0892, loss: 1.0892, grad_norm: 5.8260 2021-02-11 07:52:11,867 - mmaction - INFO - Epoch [31][540/3757] lr: 1.000e-03, eta: 10:16:13, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.1631, loss: 1.1631, grad_norm: 5.8962 2021-02-11 07:52:22,400 - mmaction - INFO - Epoch [31][560/3757] lr: 1.000e-03, eta: 10:16:03, time: 0.524, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1171, loss: 1.1171, grad_norm: 6.0420 2021-02-11 07:52:31,770 - mmaction - INFO - Epoch [31][580/3757] lr: 1.000e-03, eta: 10:15:53, time: 0.471, data_time: 0.003, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1618, loss: 1.1618, grad_norm: 6.0092 2021-02-11 07:52:41,990 - mmaction - INFO - Epoch [31][600/3757] lr: 1.000e-03, eta: 10:15:43, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1568, loss: 1.1568, grad_norm: 6.0590 2021-02-11 07:52:52,925 - mmaction - INFO - Epoch [31][620/3757] lr: 1.000e-03, eta: 10:15:34, time: 0.537, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9102, loss_cls: 1.0457, loss: 1.0457, grad_norm: 5.7499 2021-02-11 07:53:04,356 - mmaction - INFO - Epoch [31][640/3757] lr: 1.000e-03, eta: 10:15:25, time: 0.582, data_time: 0.011, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.1593, loss: 1.1593, grad_norm: 6.1254 2021-02-11 07:53:13,812 - mmaction - INFO - Epoch [31][660/3757] lr: 1.000e-03, eta: 10:15:15, time: 0.472, data_time: 0.003, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8805, loss_cls: 1.1469, loss: 1.1469, grad_norm: 5.6910 2021-02-11 07:53:23,607 - mmaction - INFO - Epoch [31][680/3757] lr: 1.000e-03, eta: 10:15:05, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9008, loss_cls: 1.0194, loss: 1.0194, grad_norm: 5.5602 2021-02-11 07:53:33,733 - mmaction - INFO - Epoch [31][700/3757] lr: 1.000e-03, eta: 10:14:55, time: 0.506, data_time: 0.002, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8906, loss_cls: 1.1551, loss: 1.1551, grad_norm: 5.9978 2021-02-11 07:53:43,787 - mmaction - INFO - Epoch [31][720/3757] lr: 1.000e-03, eta: 10:14:45, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1108, loss: 1.1108, grad_norm: 5.7760 2021-02-11 07:53:53,269 - mmaction - INFO - Epoch [31][740/3757] lr: 1.000e-03, eta: 10:14:35, time: 0.473, data_time: 0.018, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0591, loss: 1.0591, grad_norm: 5.8670 2021-02-11 07:54:03,276 - mmaction - INFO - Epoch [31][760/3757] lr: 1.000e-03, eta: 10:14:25, time: 0.502, data_time: 0.054, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.0709, loss: 1.0709, grad_norm: 5.8509 2021-02-11 07:54:13,295 - mmaction - INFO - Epoch [31][780/3757] lr: 1.000e-03, eta: 10:14:16, time: 0.501, data_time: 0.011, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0436, loss: 1.0436, grad_norm: 5.7460 2021-02-11 07:54:22,992 - mmaction - INFO - Epoch [31][800/3757] lr: 1.000e-03, eta: 10:14:05, time: 0.484, data_time: 0.011, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9031, loss_cls: 1.0500, loss: 1.0500, grad_norm: 5.7327 2021-02-11 07:54:33,207 - mmaction - INFO - Epoch [31][820/3757] lr: 1.000e-03, eta: 10:13:56, time: 0.508, data_time: 0.013, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.1329, loss: 1.1329, grad_norm: 5.8743 2021-02-11 07:54:43,900 - mmaction - INFO - Epoch [31][840/3757] lr: 1.000e-03, eta: 10:13:46, time: 0.535, data_time: 0.004, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9008, loss_cls: 1.0886, loss: 1.0886, grad_norm: 5.8699 2021-02-11 07:54:53,956 - mmaction - INFO - Epoch [31][860/3757] lr: 1.000e-03, eta: 10:13:37, time: 0.505, data_time: 0.003, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.0914, loss: 1.0914, grad_norm: 5.8514 2021-02-11 07:55:03,742 - mmaction - INFO - Epoch [31][880/3757] lr: 1.000e-03, eta: 10:13:27, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1421, loss: 1.1421, grad_norm: 6.0224 2021-02-11 07:55:13,995 - mmaction - INFO - Epoch [31][900/3757] lr: 1.000e-03, eta: 10:13:17, time: 0.512, data_time: 0.000, memory: 7076, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2614, loss: 1.2614, grad_norm: 6.0995 2021-02-11 07:55:24,232 - mmaction - INFO - Epoch [31][920/3757] lr: 1.000e-03, eta: 10:13:07, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1658, loss: 1.1658, grad_norm: 6.0228 2021-02-11 07:55:33,691 - mmaction - INFO - Epoch [31][940/3757] lr: 1.000e-03, eta: 10:12:57, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9055, loss_cls: 1.1359, loss: 1.1359, grad_norm: 5.9257 2021-02-11 07:55:44,610 - mmaction - INFO - Epoch [31][960/3757] lr: 1.000e-03, eta: 10:12:48, time: 0.546, data_time: 0.001, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1265, loss: 1.1265, grad_norm: 5.9407 2021-02-11 07:55:54,419 - mmaction - INFO - Epoch [31][980/3757] lr: 1.000e-03, eta: 10:12:38, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9086, loss_cls: 1.0580, loss: 1.0580, grad_norm: 5.8674 2021-02-11 07:56:03,935 - mmaction - INFO - Epoch [31][1000/3757] lr: 1.000e-03, eta: 10:12:28, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0645, loss: 1.0645, grad_norm: 5.7059 2021-02-11 07:56:13,719 - mmaction - INFO - Epoch [31][1020/3757] lr: 1.000e-03, eta: 10:12:18, time: 0.489, data_time: 0.024, memory: 7076, top1_acc: 0.7414, top5_acc: 0.8961, loss_cls: 1.0919, loss: 1.0919, grad_norm: 5.9759 2021-02-11 07:56:24,458 - mmaction - INFO - Epoch [31][1040/3757] lr: 1.000e-03, eta: 10:12:08, time: 0.534, data_time: 0.013, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9016, loss_cls: 1.0692, loss: 1.0692, grad_norm: 5.9715 2021-02-11 07:56:34,498 - mmaction - INFO - Epoch [31][1060/3757] lr: 1.000e-03, eta: 10:11:58, time: 0.505, data_time: 0.004, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8992, loss_cls: 1.1342, loss: 1.1342, grad_norm: 5.9947 2021-02-11 07:56:44,837 - mmaction - INFO - Epoch [31][1080/3757] lr: 1.000e-03, eta: 10:11:49, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9078, loss_cls: 1.0857, loss: 1.0857, grad_norm: 5.9650 2021-02-11 07:56:54,305 - mmaction - INFO - Epoch [31][1100/3757] lr: 1.000e-03, eta: 10:11:39, time: 0.481, data_time: 0.009, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1168, loss: 1.1168, grad_norm: 5.8892 2021-02-11 07:57:04,709 - mmaction - INFO - Epoch [31][1120/3757] lr: 1.000e-03, eta: 10:11:29, time: 0.520, data_time: 0.031, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2324, loss: 1.2324, grad_norm: 6.1921 2021-02-11 07:57:16,787 - mmaction - INFO - Epoch [31][1140/3757] lr: 1.000e-03, eta: 10:11:20, time: 0.603, data_time: 0.145, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8984, loss_cls: 1.1186, loss: 1.1186, grad_norm: 5.9254 2021-02-11 07:57:27,544 - mmaction - INFO - Epoch [31][1160/3757] lr: 1.000e-03, eta: 10:11:11, time: 0.537, data_time: 0.014, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8766, loss_cls: 1.1451, loss: 1.1451, grad_norm: 6.0136 2021-02-11 07:57:38,101 - mmaction - INFO - Epoch [31][1180/3757] lr: 1.000e-03, eta: 10:11:02, time: 0.528, data_time: 0.116, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1178, loss: 1.1178, grad_norm: 6.0264 2021-02-11 07:57:47,668 - mmaction - INFO - Epoch [31][1200/3757] lr: 1.000e-03, eta: 10:10:51, time: 0.479, data_time: 0.129, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8961, loss_cls: 1.1301, loss: 1.1301, grad_norm: 6.0566 2021-02-11 07:57:58,450 - mmaction - INFO - Epoch [31][1220/3757] lr: 1.000e-03, eta: 10:10:42, time: 0.537, data_time: 0.066, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.1325, loss: 1.1325, grad_norm: 6.0251 2021-02-11 07:58:08,601 - mmaction - INFO - Epoch [31][1240/3757] lr: 1.000e-03, eta: 10:10:32, time: 0.509, data_time: 0.003, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9039, loss_cls: 1.0834, loss: 1.0834, grad_norm: 5.8395 2021-02-11 07:58:18,680 - mmaction - INFO - Epoch [31][1260/3757] lr: 1.000e-03, eta: 10:10:22, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1304, loss: 1.1304, grad_norm: 6.0868 2021-02-11 07:58:28,500 - mmaction - INFO - Epoch [31][1280/3757] lr: 1.000e-03, eta: 10:10:13, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8906, loss_cls: 1.1445, loss: 1.1445, grad_norm: 6.2019 2021-02-11 07:58:38,767 - mmaction - INFO - Epoch [31][1300/3757] lr: 1.000e-03, eta: 10:10:03, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9148, loss_cls: 1.0632, loss: 1.0632, grad_norm: 5.8803 2021-02-11 07:58:48,673 - mmaction - INFO - Epoch [31][1320/3757] lr: 1.000e-03, eta: 10:09:53, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.1301, loss: 1.1301, grad_norm: 5.9518 2021-02-11 07:58:59,985 - mmaction - INFO - Epoch [31][1340/3757] lr: 1.000e-03, eta: 10:09:44, time: 0.563, data_time: 0.017, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0543, loss: 1.0543, grad_norm: 5.7776 2021-02-11 07:59:09,491 - mmaction - INFO - Epoch [31][1360/3757] lr: 1.000e-03, eta: 10:09:34, time: 0.478, data_time: 0.005, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8984, loss_cls: 1.0995, loss: 1.0995, grad_norm: 5.8690 2021-02-11 07:59:18,813 - mmaction - INFO - Epoch [31][1380/3757] lr: 1.000e-03, eta: 10:09:23, time: 0.464, data_time: 0.008, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.1842, loss: 1.1842, grad_norm: 6.0682 2021-02-11 07:59:29,194 - mmaction - INFO - Epoch [31][1400/3757] lr: 1.000e-03, eta: 10:09:14, time: 0.521, data_time: 0.091, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9031, loss_cls: 1.0924, loss: 1.0924, grad_norm: 5.8372 2021-02-11 07:59:38,604 - mmaction - INFO - Epoch [31][1420/3757] lr: 1.000e-03, eta: 10:09:04, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9070, loss_cls: 1.0870, loss: 1.0870, grad_norm: 5.7972 2021-02-11 07:59:48,763 - mmaction - INFO - Epoch [31][1440/3757] lr: 1.000e-03, eta: 10:08:54, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8883, loss_cls: 1.1826, loss: 1.1826, grad_norm: 6.0444 2021-02-11 07:59:59,098 - mmaction - INFO - Epoch [31][1460/3757] lr: 1.000e-03, eta: 10:08:44, time: 0.515, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1529, loss: 1.1529, grad_norm: 6.1440 2021-02-11 08:00:08,169 - mmaction - INFO - Epoch [31][1480/3757] lr: 1.000e-03, eta: 10:08:34, time: 0.456, data_time: 0.005, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1276, loss: 1.1276, grad_norm: 5.9825 2021-02-11 08:00:18,701 - mmaction - INFO - Epoch [31][1500/3757] lr: 1.000e-03, eta: 10:08:24, time: 0.528, data_time: 0.003, memory: 7076, top1_acc: 0.7070, top5_acc: 0.9047, loss_cls: 1.0753, loss: 1.0753, grad_norm: 5.8273 2021-02-11 08:00:28,828 - mmaction - INFO - Epoch [31][1520/3757] lr: 1.000e-03, eta: 10:08:14, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1087, loss: 1.1087, grad_norm: 5.8589 2021-02-11 08:00:38,428 - mmaction - INFO - Epoch [31][1540/3757] lr: 1.000e-03, eta: 10:08:04, time: 0.485, data_time: 0.006, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.1985, loss: 1.1985, grad_norm: 6.2161 2021-02-11 08:00:48,405 - mmaction - INFO - Epoch [31][1560/3757] lr: 1.000e-03, eta: 10:07:54, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.1847, loss: 1.1847, grad_norm: 6.1946 2021-02-11 08:01:00,097 - mmaction - INFO - Epoch [31][1580/3757] lr: 1.000e-03, eta: 10:07:46, time: 0.583, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1522, loss: 1.1522, grad_norm: 5.9579 2021-02-11 08:01:08,572 - mmaction - INFO - Epoch [31][1600/3757] lr: 1.000e-03, eta: 10:07:35, time: 0.426, data_time: 0.011, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9023, loss_cls: 1.0714, loss: 1.0714, grad_norm: 5.8858 2021-02-11 08:01:18,779 - mmaction - INFO - Epoch [31][1620/3757] lr: 1.000e-03, eta: 10:07:25, time: 0.510, data_time: 0.011, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1168, loss: 1.1168, grad_norm: 6.0078 2021-02-11 08:01:27,763 - mmaction - INFO - Epoch [31][1640/3757] lr: 1.000e-03, eta: 10:07:15, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9070, loss_cls: 1.0280, loss: 1.0280, grad_norm: 5.7519 2021-02-11 08:01:38,507 - mmaction - INFO - Epoch [31][1660/3757] lr: 1.000e-03, eta: 10:07:05, time: 0.539, data_time: 0.018, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.1692, loss: 1.1692, grad_norm: 6.0018 2021-02-11 08:01:50,281 - mmaction - INFO - Epoch [31][1680/3757] lr: 1.000e-03, eta: 10:06:56, time: 0.588, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.1019, loss: 1.1019, grad_norm: 6.0114 2021-02-11 08:02:00,421 - mmaction - INFO - Epoch [31][1700/3757] lr: 1.000e-03, eta: 10:06:47, time: 0.505, data_time: 0.020, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8922, loss_cls: 1.1410, loss: 1.1410, grad_norm: 5.8022 2021-02-11 08:02:09,875 - mmaction - INFO - Epoch [31][1720/3757] lr: 1.000e-03, eta: 10:06:36, time: 0.475, data_time: 0.005, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9023, loss_cls: 1.0518, loss: 1.0518, grad_norm: 5.7443 2021-02-11 08:02:20,711 - mmaction - INFO - Epoch [31][1740/3757] lr: 1.000e-03, eta: 10:06:27, time: 0.541, data_time: 0.000, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9000, loss_cls: 1.0801, loss: 1.0801, grad_norm: 6.0718 2021-02-11 08:02:30,752 - mmaction - INFO - Epoch [31][1760/3757] lr: 1.000e-03, eta: 10:06:17, time: 0.504, data_time: 0.002, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0503, loss: 1.0503, grad_norm: 5.7146 2021-02-11 08:02:40,720 - mmaction - INFO - Epoch [31][1780/3757] lr: 1.000e-03, eta: 10:06:07, time: 0.498, data_time: 0.000, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8844, loss_cls: 1.1938, loss: 1.1938, grad_norm: 6.1306 2021-02-11 08:02:50,533 - mmaction - INFO - Epoch [31][1800/3757] lr: 1.000e-03, eta: 10:05:57, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1190, loss: 1.1190, grad_norm: 6.0998 2021-02-11 08:03:01,820 - mmaction - INFO - Epoch [31][1820/3757] lr: 1.000e-03, eta: 10:05:48, time: 0.564, data_time: 0.001, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1460, loss: 1.1460, grad_norm: 5.9542 2021-02-11 08:03:11,848 - mmaction - INFO - Epoch [31][1840/3757] lr: 1.000e-03, eta: 10:05:39, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9047, loss_cls: 1.1079, loss: 1.1079, grad_norm: 6.0225 2021-02-11 08:03:21,881 - mmaction - INFO - Epoch [31][1860/3757] lr: 1.000e-03, eta: 10:05:29, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1443, loss: 1.1443, grad_norm: 5.8945 2021-02-11 08:03:31,588 - mmaction - INFO - Epoch [31][1880/3757] lr: 1.000e-03, eta: 10:05:19, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9133, loss_cls: 1.0599, loss: 1.0599, grad_norm: 6.0145 2021-02-11 08:03:41,362 - mmaction - INFO - Epoch [31][1900/3757] lr: 1.000e-03, eta: 10:05:09, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1110, loss: 1.1110, grad_norm: 5.9936 2021-02-11 08:03:51,563 - mmaction - INFO - Epoch [31][1920/3757] lr: 1.000e-03, eta: 10:04:59, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8805, loss_cls: 1.1110, loss: 1.1110, grad_norm: 5.6893 2021-02-11 08:04:01,429 - mmaction - INFO - Epoch [31][1940/3757] lr: 1.000e-03, eta: 10:04:49, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1842, loss: 1.1842, grad_norm: 6.0233 2021-02-11 08:04:11,218 - mmaction - INFO - Epoch [31][1960/3757] lr: 1.000e-03, eta: 10:04:39, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0715, loss: 1.0715, grad_norm: 5.8549 2021-02-11 08:04:21,182 - mmaction - INFO - Epoch [31][1980/3757] lr: 1.000e-03, eta: 10:04:29, time: 0.501, data_time: 0.006, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9000, loss_cls: 1.0687, loss: 1.0687, grad_norm: 5.8150 2021-02-11 08:04:31,885 - mmaction - INFO - Epoch [31][2000/3757] lr: 1.000e-03, eta: 10:04:20, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8852, loss_cls: 1.1268, loss: 1.1268, grad_norm: 6.0257 2021-02-11 08:04:41,209 - mmaction - INFO - Epoch [31][2020/3757] lr: 1.000e-03, eta: 10:04:09, time: 0.469, data_time: 0.004, memory: 7076, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1068, loss: 1.1068, grad_norm: 6.0577 2021-02-11 08:04:50,848 - mmaction - INFO - Epoch [31][2040/3757] lr: 1.000e-03, eta: 10:03:59, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8984, loss_cls: 1.1078, loss: 1.1078, grad_norm: 5.9001 2021-02-11 08:05:02,307 - mmaction - INFO - Epoch [31][2060/3757] lr: 1.000e-03, eta: 10:03:50, time: 0.573, data_time: 0.001, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.1360, loss: 1.1360, grad_norm: 6.0798 2021-02-11 08:05:10,716 - mmaction - INFO - Epoch [31][2080/3757] lr: 1.000e-03, eta: 10:03:40, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1601, loss: 1.1601, grad_norm: 5.9613 2021-02-11 08:05:21,828 - mmaction - INFO - Epoch [31][2100/3757] lr: 1.000e-03, eta: 10:03:30, time: 0.555, data_time: 0.038, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0540, loss: 1.0540, grad_norm: 5.7929 2021-02-11 08:05:32,201 - mmaction - INFO - Epoch [31][2120/3757] lr: 1.000e-03, eta: 10:03:21, time: 0.517, data_time: 0.112, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1340, loss: 1.1340, grad_norm: 6.0594 2021-02-11 08:05:40,519 - mmaction - INFO - Epoch [31][2140/3757] lr: 1.000e-03, eta: 10:03:10, time: 0.418, data_time: 0.009, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.1833, loss: 1.1833, grad_norm: 5.9734 2021-02-11 08:05:50,421 - mmaction - INFO - Epoch [31][2160/3757] lr: 1.000e-03, eta: 10:03:00, time: 0.495, data_time: 0.000, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8992, loss_cls: 1.1098, loss: 1.1098, grad_norm: 6.2238 2021-02-11 08:06:00,370 - mmaction - INFO - Epoch [31][2180/3757] lr: 1.000e-03, eta: 10:02:50, time: 0.498, data_time: 0.002, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.0791, loss: 1.0791, grad_norm: 5.8324 2021-02-11 08:06:10,375 - mmaction - INFO - Epoch [31][2200/3757] lr: 1.000e-03, eta: 10:02:40, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9000, loss_cls: 1.1258, loss: 1.1258, grad_norm: 6.0152 2021-02-11 08:06:21,227 - mmaction - INFO - Epoch [31][2220/3757] lr: 1.000e-03, eta: 10:02:31, time: 0.539, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9070, loss_cls: 1.0515, loss: 1.0515, grad_norm: 5.8274 2021-02-11 08:06:31,063 - mmaction - INFO - Epoch [31][2240/3757] lr: 1.000e-03, eta: 10:02:21, time: 0.495, data_time: 0.006, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.0840, loss: 1.0840, grad_norm: 5.8431 2021-02-11 08:06:41,720 - mmaction - INFO - Epoch [31][2260/3757] lr: 1.000e-03, eta: 10:02:11, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.1293, loss: 1.1293, grad_norm: 5.9082 2021-02-11 08:06:51,308 - mmaction - INFO - Epoch [31][2280/3757] lr: 1.000e-03, eta: 10:02:01, time: 0.481, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9000, loss_cls: 1.0686, loss: 1.0686, grad_norm: 5.7476 2021-02-11 08:07:01,966 - mmaction - INFO - Epoch [31][2300/3757] lr: 1.000e-03, eta: 10:01:52, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8992, loss_cls: 1.1519, loss: 1.1519, grad_norm: 6.1284 2021-02-11 08:07:11,921 - mmaction - INFO - Epoch [31][2320/3757] lr: 1.000e-03, eta: 10:01:42, time: 0.500, data_time: 0.005, memory: 7076, top1_acc: 0.7094, top5_acc: 0.9000, loss_cls: 1.1207, loss: 1.1207, grad_norm: 6.1561 2021-02-11 08:07:21,676 - mmaction - INFO - Epoch [31][2340/3757] lr: 1.000e-03, eta: 10:01:32, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1405, loss: 1.1405, grad_norm: 6.0109 2021-02-11 08:07:31,862 - mmaction - INFO - Epoch [31][2360/3757] lr: 1.000e-03, eta: 10:01:22, time: 0.509, data_time: 0.070, memory: 7076, top1_acc: 0.6906, top5_acc: 0.8844, loss_cls: 1.2103, loss: 1.2103, grad_norm: 6.2572 2021-02-11 08:07:42,399 - mmaction - INFO - Epoch [31][2380/3757] lr: 1.000e-03, eta: 10:01:13, time: 0.528, data_time: 0.003, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9000, loss_cls: 1.1161, loss: 1.1161, grad_norm: 6.1408 2021-02-11 08:07:52,712 - mmaction - INFO - Epoch [31][2400/3757] lr: 1.000e-03, eta: 10:01:03, time: 0.516, data_time: 0.119, memory: 7076, top1_acc: 0.7109, top5_acc: 0.9008, loss_cls: 1.1060, loss: 1.1060, grad_norm: 5.9449 2021-02-11 08:08:03,537 - mmaction - INFO - Epoch [31][2420/3757] lr: 1.000e-03, eta: 10:00:54, time: 0.541, data_time: 0.182, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0952, loss: 1.0952, grad_norm: 5.9428 2021-02-11 08:08:13,915 - mmaction - INFO - Epoch [31][2440/3757] lr: 1.000e-03, eta: 10:00:44, time: 0.519, data_time: 0.164, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0329, loss: 1.0329, grad_norm: 5.6845 2021-02-11 08:08:22,886 - mmaction - INFO - Epoch [31][2460/3757] lr: 1.000e-03, eta: 10:00:34, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1334, loss: 1.1334, grad_norm: 6.0416 2021-02-11 08:08:33,498 - mmaction - INFO - Epoch [31][2480/3757] lr: 1.000e-03, eta: 10:00:24, time: 0.531, data_time: 0.003, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1335, loss: 1.1335, grad_norm: 5.9170 2021-02-11 08:08:43,993 - mmaction - INFO - Epoch [31][2500/3757] lr: 1.000e-03, eta: 10:00:15, time: 0.525, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0608, loss: 1.0608, grad_norm: 5.7104 2021-02-11 08:08:56,120 - mmaction - INFO - Epoch [31][2520/3757] lr: 1.000e-03, eta: 10:00:06, time: 0.605, data_time: 0.076, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8953, loss_cls: 1.1462, loss: 1.1462, grad_norm: 5.8968 2021-02-11 08:09:05,042 - mmaction - INFO - Epoch [31][2540/3757] lr: 1.000e-03, eta: 9:59:55, time: 0.448, data_time: 0.003, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.2019, loss: 1.2019, grad_norm: 6.0699 2021-02-11 08:09:14,874 - mmaction - INFO - Epoch [31][2560/3757] lr: 1.000e-03, eta: 9:59:45, time: 0.492, data_time: 0.030, memory: 7076, top1_acc: 0.7109, top5_acc: 0.9078, loss_cls: 1.0988, loss: 1.0988, grad_norm: 5.8709 2021-02-11 08:09:26,440 - mmaction - INFO - Epoch [31][2580/3757] lr: 1.000e-03, eta: 9:59:37, time: 0.578, data_time: 0.008, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1471, loss: 1.1471, grad_norm: 6.1321 2021-02-11 08:09:36,413 - mmaction - INFO - Epoch [31][2600/3757] lr: 1.000e-03, eta: 9:59:27, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1659, loss: 1.1659, grad_norm: 6.0190 2021-02-11 08:09:45,938 - mmaction - INFO - Epoch [31][2620/3757] lr: 1.000e-03, eta: 9:59:17, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8914, loss_cls: 1.1758, loss: 1.1758, grad_norm: 6.1107 2021-02-11 08:09:57,278 - mmaction - INFO - Epoch [31][2640/3757] lr: 1.000e-03, eta: 9:59:08, time: 0.567, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8969, loss_cls: 1.1015, loss: 1.1015, grad_norm: 5.9200 2021-02-11 08:10:06,279 - mmaction - INFO - Epoch [31][2660/3757] lr: 1.000e-03, eta: 9:58:57, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1634, loss: 1.1634, grad_norm: 5.9986 2021-02-11 08:10:15,671 - mmaction - INFO - Epoch [31][2680/3757] lr: 1.000e-03, eta: 9:58:47, time: 0.470, data_time: 0.003, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8945, loss_cls: 1.1054, loss: 1.1054, grad_norm: 5.8329 2021-02-11 08:10:26,888 - mmaction - INFO - Epoch [31][2700/3757] lr: 1.000e-03, eta: 9:58:38, time: 0.561, data_time: 0.009, memory: 7076, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0675, loss: 1.0675, grad_norm: 5.6761 2021-02-11 08:10:36,407 - mmaction - INFO - Epoch [31][2720/3757] lr: 1.000e-03, eta: 9:58:28, time: 0.477, data_time: 0.003, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1322, loss: 1.1322, grad_norm: 5.8615 2021-02-11 08:10:46,530 - mmaction - INFO - Epoch [31][2740/3757] lr: 1.000e-03, eta: 9:58:18, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.1061, loss: 1.1061, grad_norm: 5.6876 2021-02-11 08:10:55,969 - mmaction - INFO - Epoch [31][2760/3757] lr: 1.000e-03, eta: 9:58:08, time: 0.472, data_time: 0.002, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1597, loss: 1.1597, grad_norm: 6.1612 2021-02-11 08:11:06,517 - mmaction - INFO - Epoch [31][2780/3757] lr: 1.000e-03, eta: 9:57:58, time: 0.528, data_time: 0.014, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9031, loss_cls: 1.0697, loss: 1.0697, grad_norm: 5.7486 2021-02-11 08:11:16,534 - mmaction - INFO - Epoch [31][2800/3757] lr: 1.000e-03, eta: 9:57:48, time: 0.500, data_time: 0.011, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8969, loss_cls: 1.1098, loss: 1.1098, grad_norm: 5.8141 2021-02-11 08:11:26,599 - mmaction - INFO - Epoch [31][2820/3757] lr: 1.000e-03, eta: 9:57:38, time: 0.502, data_time: 0.026, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.2286, loss: 1.2286, grad_norm: 6.1347 2021-02-11 08:11:37,371 - mmaction - INFO - Epoch [31][2840/3757] lr: 1.000e-03, eta: 9:57:29, time: 0.539, data_time: 0.003, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1529, loss: 1.1529, grad_norm: 5.8929 2021-02-11 08:11:46,538 - mmaction - INFO - Epoch [31][2860/3757] lr: 1.000e-03, eta: 9:57:19, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9141, loss_cls: 1.0019, loss: 1.0019, grad_norm: 5.6771 2021-02-11 08:11:56,585 - mmaction - INFO - Epoch [31][2880/3757] lr: 1.000e-03, eta: 9:57:09, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0850, loss: 1.0850, grad_norm: 5.6344 2021-02-11 08:12:06,263 - mmaction - INFO - Epoch [31][2900/3757] lr: 1.000e-03, eta: 9:56:59, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1946, loss: 1.1946, grad_norm: 6.3728 2021-02-11 08:12:16,611 - mmaction - INFO - Epoch [31][2920/3757] lr: 1.000e-03, eta: 9:56:49, time: 0.518, data_time: 0.002, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.1624, loss: 1.1624, grad_norm: 6.0264 2021-02-11 08:12:25,871 - mmaction - INFO - Epoch [31][2940/3757] lr: 1.000e-03, eta: 9:56:39, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.9047, loss_cls: 1.0966, loss: 1.0966, grad_norm: 5.9589 2021-02-11 08:12:36,134 - mmaction - INFO - Epoch [31][2960/3757] lr: 1.000e-03, eta: 9:56:29, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1548, loss: 1.1548, grad_norm: 5.9952 2021-02-11 08:12:47,026 - mmaction - INFO - Epoch [31][2980/3757] lr: 1.000e-03, eta: 9:56:20, time: 0.546, data_time: 0.017, memory: 7076, top1_acc: 0.7102, top5_acc: 0.9008, loss_cls: 1.0893, loss: 1.0893, grad_norm: 5.9949 2021-02-11 08:12:56,619 - mmaction - INFO - Epoch [31][3000/3757] lr: 1.000e-03, eta: 9:56:10, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.1311, loss: 1.1311, grad_norm: 5.9342 2021-02-11 08:13:06,932 - mmaction - INFO - Epoch [31][3020/3757] lr: 1.000e-03, eta: 9:56:00, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1542, loss: 1.1542, grad_norm: 5.9317 2021-02-11 08:13:17,862 - mmaction - INFO - Epoch [31][3040/3757] lr: 1.000e-03, eta: 9:55:51, time: 0.546, data_time: 0.001, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1140, loss: 1.1140, grad_norm: 5.9730 2021-02-11 08:13:26,757 - mmaction - INFO - Epoch [31][3060/3757] lr: 1.000e-03, eta: 9:55:40, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.0747, loss: 1.0747, grad_norm: 5.7741 2021-02-11 08:13:37,098 - mmaction - INFO - Epoch [31][3080/3757] lr: 1.000e-03, eta: 9:55:30, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1292, loss: 1.1292, grad_norm: 5.8734 2021-02-11 08:13:48,427 - mmaction - INFO - Epoch [31][3100/3757] lr: 1.000e-03, eta: 9:55:21, time: 0.567, data_time: 0.002, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9039, loss_cls: 1.0690, loss: 1.0690, grad_norm: 5.9265 2021-02-11 08:13:57,614 - mmaction - INFO - Epoch [31][3120/3757] lr: 1.000e-03, eta: 9:55:11, time: 0.460, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.0142 2021-02-11 08:14:07,938 - mmaction - INFO - Epoch [31][3140/3757] lr: 1.000e-03, eta: 9:55:01, time: 0.517, data_time: 0.002, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8867, loss_cls: 1.1759, loss: 1.1759, grad_norm: 6.1251 2021-02-11 08:14:17,305 - mmaction - INFO - Epoch [31][3160/3757] lr: 1.000e-03, eta: 9:54:51, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.1526 2021-02-11 08:14:26,933 - mmaction - INFO - Epoch [31][3180/3757] lr: 1.000e-03, eta: 9:54:41, time: 0.483, data_time: 0.003, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8992, loss_cls: 1.0978, loss: 1.0978, grad_norm: 6.0608 2021-02-11 08:14:37,953 - mmaction - INFO - Epoch [31][3200/3757] lr: 1.000e-03, eta: 9:54:32, time: 0.550, data_time: 0.001, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1657, loss: 1.1657, grad_norm: 6.1516 2021-02-11 08:14:47,611 - mmaction - INFO - Epoch [31][3220/3757] lr: 1.000e-03, eta: 9:54:22, time: 0.484, data_time: 0.063, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8914, loss_cls: 1.1806, loss: 1.1806, grad_norm: 6.2626 2021-02-11 08:14:56,763 - mmaction - INFO - Epoch [31][3240/3757] lr: 1.000e-03, eta: 9:54:11, time: 0.456, data_time: 0.060, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1611, loss: 1.1611, grad_norm: 6.1053 2021-02-11 08:15:06,931 - mmaction - INFO - Epoch [31][3260/3757] lr: 1.000e-03, eta: 9:54:01, time: 0.509, data_time: 0.003, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1688, loss: 1.1688, grad_norm: 5.8251 2021-02-11 08:15:16,998 - mmaction - INFO - Epoch [31][3280/3757] lr: 1.000e-03, eta: 9:53:52, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.1104, loss: 1.1104, grad_norm: 5.9068 2021-02-11 08:15:27,780 - mmaction - INFO - Epoch [31][3300/3757] lr: 1.000e-03, eta: 9:53:42, time: 0.542, data_time: 0.004, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1719, loss: 1.1719, grad_norm: 6.1473 2021-02-11 08:15:36,315 - mmaction - INFO - Epoch [31][3320/3757] lr: 1.000e-03, eta: 9:53:32, time: 0.427, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.9102, loss_cls: 1.0848, loss: 1.0848, grad_norm: 6.1015 2021-02-11 08:15:46,768 - mmaction - INFO - Epoch [31][3340/3757] lr: 1.000e-03, eta: 9:53:22, time: 0.522, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1527, loss: 1.1527, grad_norm: 6.0239 2021-02-11 08:15:56,459 - mmaction - INFO - Epoch [31][3360/3757] lr: 1.000e-03, eta: 9:53:12, time: 0.485, data_time: 0.004, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1249, loss: 1.1249, grad_norm: 6.0216 2021-02-11 08:16:07,541 - mmaction - INFO - Epoch [31][3380/3757] lr: 1.000e-03, eta: 9:53:03, time: 0.554, data_time: 0.126, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8977, loss_cls: 1.1188, loss: 1.1188, grad_norm: 6.1872 2021-02-11 08:16:18,892 - mmaction - INFO - Epoch [31][3400/3757] lr: 1.000e-03, eta: 9:52:54, time: 0.567, data_time: 0.008, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1627, loss: 1.1627, grad_norm: 6.0998 2021-02-11 08:16:28,558 - mmaction - INFO - Epoch [31][3420/3757] lr: 1.000e-03, eta: 9:52:44, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.8930, loss_cls: 1.0995, loss: 1.0995, grad_norm: 5.7818 2021-02-11 08:16:38,590 - mmaction - INFO - Epoch [31][3440/3757] lr: 1.000e-03, eta: 9:52:34, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1859, loss: 1.1859, grad_norm: 5.8934 2021-02-11 08:16:48,835 - mmaction - INFO - Epoch [31][3460/3757] lr: 1.000e-03, eta: 9:52:24, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.0087 2021-02-11 08:16:58,568 - mmaction - INFO - Epoch [31][3480/3757] lr: 1.000e-03, eta: 9:52:14, time: 0.488, data_time: 0.043, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.0852, loss: 1.0852, grad_norm: 5.6958 2021-02-11 08:17:08,346 - mmaction - INFO - Epoch [31][3500/3757] lr: 1.000e-03, eta: 9:52:04, time: 0.485, data_time: 0.129, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8719, loss_cls: 1.2079, loss: 1.2079, grad_norm: 6.0942 2021-02-11 08:17:18,789 - mmaction - INFO - Epoch [31][3520/3757] lr: 1.000e-03, eta: 9:51:54, time: 0.526, data_time: 0.049, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1618, loss: 1.1618, grad_norm: 5.9583 2021-02-11 08:17:27,718 - mmaction - INFO - Epoch [31][3540/3757] lr: 1.000e-03, eta: 9:51:44, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1494, loss: 1.1494, grad_norm: 6.1607 2021-02-11 08:17:38,170 - mmaction - INFO - Epoch [31][3560/3757] lr: 1.000e-03, eta: 9:51:34, time: 0.522, data_time: 0.019, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1700, loss: 1.1700, grad_norm: 6.0714 2021-02-11 08:17:47,420 - mmaction - INFO - Epoch [31][3580/3757] lr: 1.000e-03, eta: 9:51:24, time: 0.463, data_time: 0.009, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8930, loss_cls: 1.1064, loss: 1.1064, grad_norm: 5.8115 2021-02-11 08:17:58,509 - mmaction - INFO - Epoch [31][3600/3757] lr: 1.000e-03, eta: 9:51:15, time: 0.553, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.1768, loss: 1.1768, grad_norm: 6.2720 2021-02-11 08:18:07,693 - mmaction - INFO - Epoch [31][3620/3757] lr: 1.000e-03, eta: 9:51:04, time: 0.461, data_time: 0.045, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9109, loss_cls: 1.0249, loss: 1.0249, grad_norm: 5.8490 2021-02-11 08:18:17,630 - mmaction - INFO - Epoch [31][3640/3757] lr: 1.000e-03, eta: 9:50:54, time: 0.497, data_time: 0.041, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8992, loss_cls: 1.1073, loss: 1.1073, grad_norm: 6.0039 2021-02-11 08:18:29,389 - mmaction - INFO - Epoch [31][3660/3757] lr: 1.000e-03, eta: 9:50:46, time: 0.588, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1845, loss: 1.1845, grad_norm: 5.9491 2021-02-11 08:18:38,099 - mmaction - INFO - Epoch [31][3680/3757] lr: 1.000e-03, eta: 9:50:35, time: 0.436, data_time: 0.008, memory: 7076, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0653, loss: 1.0653, grad_norm: 5.8576 2021-02-11 08:18:48,949 - mmaction - INFO - Epoch [31][3700/3757] lr: 1.000e-03, eta: 9:50:26, time: 0.537, data_time: 0.015, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1613, loss: 1.1613, grad_norm: 6.1714 2021-02-11 08:18:58,165 - mmaction - INFO - Epoch [31][3720/3757] lr: 1.000e-03, eta: 9:50:15, time: 0.467, data_time: 0.007, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2060, loss: 1.2060, grad_norm: 6.0341 2021-02-11 08:19:08,287 - mmaction - INFO - Epoch [31][3740/3757] lr: 1.000e-03, eta: 9:50:06, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8984, loss_cls: 1.1327, loss: 1.1327, grad_norm: 5.9362 2021-02-11 08:21:55,202 - mmaction - INFO - Epoch [32][20/3757] lr: 1.000e-03, eta: 9:51:08, time: 7.516, data_time: 6.958, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0202, loss: 1.0202, grad_norm: 5.7506 2021-02-11 08:22:04,582 - mmaction - INFO - Epoch [32][40/3757] lr: 1.000e-03, eta: 9:50:58, time: 0.472, data_time: 0.006, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8984, loss_cls: 1.1324, loss: 1.1324, grad_norm: 6.0157 2021-02-11 08:22:14,194 - mmaction - INFO - Epoch [32][60/3757] lr: 1.000e-03, eta: 9:50:48, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0231, loss: 1.0231, grad_norm: 5.7875 2021-02-11 08:22:23,727 - mmaction - INFO - Epoch [32][80/3757] lr: 1.000e-03, eta: 9:50:37, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9031, loss_cls: 1.0944, loss: 1.0944, grad_norm: 6.1086 2021-02-11 08:22:35,297 - mmaction - INFO - Epoch [32][100/3757] lr: 1.000e-03, eta: 9:50:29, time: 0.578, data_time: 0.028, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.0685, loss: 1.0685, grad_norm: 5.9918 2021-02-11 08:22:45,996 - mmaction - INFO - Epoch [32][120/3757] lr: 1.000e-03, eta: 9:50:19, time: 0.535, data_time: 0.002, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8930, loss_cls: 1.1597, loss: 1.1597, grad_norm: 6.0474 2021-02-11 08:22:55,446 - mmaction - INFO - Epoch [32][140/3757] lr: 1.000e-03, eta: 9:50:09, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0479, loss: 1.0479, grad_norm: 5.7331 2021-02-11 08:23:05,253 - mmaction - INFO - Epoch [32][160/3757] lr: 1.000e-03, eta: 9:49:59, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0338, loss: 1.0338, grad_norm: 5.7597 2021-02-11 08:23:15,300 - mmaction - INFO - Epoch [32][180/3757] lr: 1.000e-03, eta: 9:49:49, time: 0.504, data_time: 0.003, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9102, loss_cls: 0.9819, loss: 0.9819, grad_norm: 5.5269 2021-02-11 08:23:24,721 - mmaction - INFO - Epoch [32][200/3757] lr: 1.000e-03, eta: 9:49:39, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1331, loss: 1.1331, grad_norm: 5.9756 2021-02-11 08:23:34,779 - mmaction - INFO - Epoch [32][220/3757] lr: 1.000e-03, eta: 9:49:29, time: 0.504, data_time: 0.002, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9031, loss_cls: 1.0465, loss: 1.0465, grad_norm: 5.9758 2021-02-11 08:23:44,828 - mmaction - INFO - Epoch [32][240/3757] lr: 1.000e-03, eta: 9:49:19, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8969, loss_cls: 1.1108, loss: 1.1108, grad_norm: 6.0080 2021-02-11 08:23:54,868 - mmaction - INFO - Epoch [32][260/3757] lr: 1.000e-03, eta: 9:49:09, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8945, loss_cls: 1.1704, loss: 1.1704, grad_norm: 6.1787 2021-02-11 08:24:04,213 - mmaction - INFO - Epoch [32][280/3757] lr: 1.000e-03, eta: 9:48:59, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.9031, loss_cls: 1.0942, loss: 1.0942, grad_norm: 5.8810 2021-02-11 08:24:14,574 - mmaction - INFO - Epoch [32][300/3757] lr: 1.000e-03, eta: 9:48:49, time: 0.516, data_time: 0.104, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9055, loss_cls: 1.0694, loss: 1.0694, grad_norm: 5.9947 2021-02-11 08:24:24,308 - mmaction - INFO - Epoch [32][320/3757] lr: 1.000e-03, eta: 9:48:39, time: 0.489, data_time: 0.029, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.1247, loss: 1.1247, grad_norm: 6.0378 2021-02-11 08:24:34,178 - mmaction - INFO - Epoch [32][340/3757] lr: 1.000e-03, eta: 9:48:29, time: 0.493, data_time: 0.034, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8922, loss_cls: 1.1216, loss: 1.1216, grad_norm: 6.0618 2021-02-11 08:24:44,431 - mmaction - INFO - Epoch [32][360/3757] lr: 1.000e-03, eta: 9:48:19, time: 0.511, data_time: 0.002, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9008, loss_cls: 1.0226, loss: 1.0226, grad_norm: 5.7341 2021-02-11 08:24:53,872 - mmaction - INFO - Epoch [32][380/3757] lr: 1.000e-03, eta: 9:48:09, time: 0.474, data_time: 0.003, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0588, loss: 1.0588, grad_norm: 6.0246 2021-02-11 08:25:03,929 - mmaction - INFO - Epoch [32][400/3757] lr: 1.000e-03, eta: 9:47:59, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7063, top5_acc: 0.9008, loss_cls: 1.1195, loss: 1.1195, grad_norm: 6.0761 2021-02-11 08:25:13,693 - mmaction - INFO - Epoch [32][420/3757] lr: 1.000e-03, eta: 9:47:49, time: 0.489, data_time: 0.005, memory: 7076, top1_acc: 0.7031, top5_acc: 0.9031, loss_cls: 1.1235, loss: 1.1235, grad_norm: 6.1436 2021-02-11 08:25:23,965 - mmaction - INFO - Epoch [32][440/3757] lr: 1.000e-03, eta: 9:47:39, time: 0.513, data_time: 0.090, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.0557, loss: 1.0557, grad_norm: 5.8340 2021-02-11 08:25:34,118 - mmaction - INFO - Epoch [32][460/3757] lr: 1.000e-03, eta: 9:47:29, time: 0.506, data_time: 0.025, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1887, loss: 1.1887, grad_norm: 6.1910 2021-02-11 08:25:44,335 - mmaction - INFO - Epoch [32][480/3757] lr: 1.000e-03, eta: 9:47:20, time: 0.513, data_time: 0.163, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0466, loss: 1.0466, grad_norm: 5.9579 2021-02-11 08:25:53,749 - mmaction - INFO - Epoch [32][500/3757] lr: 1.000e-03, eta: 9:47:09, time: 0.471, data_time: 0.035, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0749, loss: 1.0749, grad_norm: 5.9860 2021-02-11 08:26:03,627 - mmaction - INFO - Epoch [32][520/3757] lr: 1.000e-03, eta: 9:46:59, time: 0.490, data_time: 0.032, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8969, loss_cls: 1.1248, loss: 1.1248, grad_norm: 6.0059 2021-02-11 08:26:13,413 - mmaction - INFO - Epoch [32][540/3757] lr: 1.000e-03, eta: 9:46:49, time: 0.493, data_time: 0.042, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1489, loss: 1.1489, grad_norm: 6.1363 2021-02-11 08:26:23,911 - mmaction - INFO - Epoch [32][560/3757] lr: 1.000e-03, eta: 9:46:40, time: 0.522, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.0695, loss: 1.0695, grad_norm: 5.9537 2021-02-11 08:26:32,981 - mmaction - INFO - Epoch [32][580/3757] lr: 1.000e-03, eta: 9:46:29, time: 0.456, data_time: 0.006, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0557, loss: 1.0557, grad_norm: 5.8205 2021-02-11 08:26:42,890 - mmaction - INFO - Epoch [32][600/3757] lr: 1.000e-03, eta: 9:46:19, time: 0.495, data_time: 0.084, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1648, loss: 1.1648, grad_norm: 6.2010 2021-02-11 08:26:52,475 - mmaction - INFO - Epoch [32][620/3757] lr: 1.000e-03, eta: 9:46:09, time: 0.480, data_time: 0.020, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.1390, loss: 1.1390, grad_norm: 6.1045 2021-02-11 08:27:02,954 - mmaction - INFO - Epoch [32][640/3757] lr: 1.000e-03, eta: 9:46:00, time: 0.521, data_time: 0.028, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0833, loss: 1.0833, grad_norm: 6.0134 2021-02-11 08:27:13,121 - mmaction - INFO - Epoch [32][660/3757] lr: 1.000e-03, eta: 9:45:50, time: 0.511, data_time: 0.005, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.1475, loss: 1.1475, grad_norm: 6.2156 2021-02-11 08:27:22,357 - mmaction - INFO - Epoch [32][680/3757] lr: 1.000e-03, eta: 9:45:39, time: 0.461, data_time: 0.001, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8984, loss_cls: 1.1362, loss: 1.1362, grad_norm: 6.1386 2021-02-11 08:27:32,815 - mmaction - INFO - Epoch [32][700/3757] lr: 1.000e-03, eta: 9:45:30, time: 0.524, data_time: 0.077, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1414, loss: 1.1414, grad_norm: 6.0845 2021-02-11 08:27:42,795 - mmaction - INFO - Epoch [32][720/3757] lr: 1.000e-03, eta: 9:45:20, time: 0.499, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1545, loss: 1.1545, grad_norm: 5.9558 2021-02-11 08:27:53,436 - mmaction - INFO - Epoch [32][740/3757] lr: 1.000e-03, eta: 9:45:10, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9023, loss_cls: 1.0722, loss: 1.0722, grad_norm: 5.9511 2021-02-11 08:28:03,606 - mmaction - INFO - Epoch [32][760/3757] lr: 1.000e-03, eta: 9:45:01, time: 0.509, data_time: 0.002, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0628, loss: 1.0628, grad_norm: 5.9085 2021-02-11 08:28:14,227 - mmaction - INFO - Epoch [32][780/3757] lr: 1.000e-03, eta: 9:44:51, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8984, loss_cls: 1.1397, loss: 1.1397, grad_norm: 6.1806 2021-02-11 08:28:23,856 - mmaction - INFO - Epoch [32][800/3757] lr: 1.000e-03, eta: 9:44:41, time: 0.482, data_time: 0.002, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 1.0543, loss: 1.0543, grad_norm: 5.9951 2021-02-11 08:28:34,388 - mmaction - INFO - Epoch [32][820/3757] lr: 1.000e-03, eta: 9:44:31, time: 0.526, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8992, loss_cls: 1.0856, loss: 1.0856, grad_norm: 6.0329 2021-02-11 08:28:43,760 - mmaction - INFO - Epoch [32][840/3757] lr: 1.000e-03, eta: 9:44:21, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.0749, loss: 1.0749, grad_norm: 5.8390 2021-02-11 08:28:54,424 - mmaction - INFO - Epoch [32][860/3757] lr: 1.000e-03, eta: 9:44:12, time: 0.532, data_time: 0.004, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.3273 2021-02-11 08:29:04,479 - mmaction - INFO - Epoch [32][880/3757] lr: 1.000e-03, eta: 9:44:02, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.0862, loss: 1.0862, grad_norm: 5.9225 2021-02-11 08:29:13,916 - mmaction - INFO - Epoch [32][900/3757] lr: 1.000e-03, eta: 9:43:51, time: 0.474, data_time: 0.003, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9086, loss_cls: 1.0143, loss: 1.0143, grad_norm: 5.7294 2021-02-11 08:29:23,464 - mmaction - INFO - Epoch [32][920/3757] lr: 1.000e-03, eta: 9:43:41, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9062, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.1065 2021-02-11 08:29:33,470 - mmaction - INFO - Epoch [32][940/3757] lr: 1.000e-03, eta: 9:43:31, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0914, loss: 1.0914, grad_norm: 6.1777 2021-02-11 08:29:44,101 - mmaction - INFO - Epoch [32][960/3757] lr: 1.000e-03, eta: 9:43:22, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9047, loss_cls: 1.0413, loss: 1.0413, grad_norm: 5.8594 2021-02-11 08:29:53,954 - mmaction - INFO - Epoch [32][980/3757] lr: 1.000e-03, eta: 9:43:12, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.0929, loss: 1.0929, grad_norm: 6.0206 2021-02-11 08:30:04,235 - mmaction - INFO - Epoch [32][1000/3757] lr: 1.000e-03, eta: 9:43:02, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9117, loss_cls: 1.0427, loss: 1.0427, grad_norm: 5.9113 2021-02-11 08:30:13,687 - mmaction - INFO - Epoch [32][1020/3757] lr: 1.000e-03, eta: 9:42:52, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.1447 2021-02-11 08:30:24,075 - mmaction - INFO - Epoch [32][1040/3757] lr: 1.000e-03, eta: 9:42:42, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8961, loss_cls: 1.1136, loss: 1.1136, grad_norm: 6.0989 2021-02-11 08:30:34,264 - mmaction - INFO - Epoch [32][1060/3757] lr: 1.000e-03, eta: 9:42:32, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0600, loss: 1.0600, grad_norm: 5.9991 2021-02-11 08:30:43,991 - mmaction - INFO - Epoch [32][1080/3757] lr: 1.000e-03, eta: 9:42:22, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8820, loss_cls: 1.1179, loss: 1.1179, grad_norm: 5.9433 2021-02-11 08:30:54,148 - mmaction - INFO - Epoch [32][1100/3757] lr: 1.000e-03, eta: 9:42:13, time: 0.508, data_time: 0.007, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1476, loss: 1.1476, grad_norm: 6.1914 2021-02-11 08:31:03,761 - mmaction - INFO - Epoch [32][1120/3757] lr: 1.000e-03, eta: 9:42:02, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8977, loss_cls: 1.0865, loss: 1.0865, grad_norm: 5.9420 2021-02-11 08:31:13,691 - mmaction - INFO - Epoch [32][1140/3757] lr: 1.000e-03, eta: 9:41:52, time: 0.496, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8906, loss_cls: 1.1079, loss: 1.1079, grad_norm: 5.9004 2021-02-11 08:31:23,200 - mmaction - INFO - Epoch [32][1160/3757] lr: 1.000e-03, eta: 9:41:42, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0923, loss: 1.0923, grad_norm: 6.0146 2021-02-11 08:31:33,526 - mmaction - INFO - Epoch [32][1180/3757] lr: 1.000e-03, eta: 9:41:33, time: 0.516, data_time: 0.003, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9000, loss_cls: 1.0868, loss: 1.0868, grad_norm: 6.0045 2021-02-11 08:31:42,939 - mmaction - INFO - Epoch [32][1200/3757] lr: 1.000e-03, eta: 9:41:22, time: 0.471, data_time: 0.007, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8969, loss_cls: 1.1184, loss: 1.1184, grad_norm: 6.1409 2021-02-11 08:31:52,953 - mmaction - INFO - Epoch [32][1220/3757] lr: 1.000e-03, eta: 9:41:12, time: 0.500, data_time: 0.043, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8805, loss_cls: 1.1091, loss: 1.1091, grad_norm: 5.9078 2021-02-11 08:32:02,822 - mmaction - INFO - Epoch [32][1240/3757] lr: 1.000e-03, eta: 9:41:02, time: 0.494, data_time: 0.043, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8938, loss_cls: 1.1265, loss: 1.1265, grad_norm: 5.9658 2021-02-11 08:32:13,316 - mmaction - INFO - Epoch [32][1260/3757] lr: 1.000e-03, eta: 9:40:53, time: 0.524, data_time: 0.023, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9008, loss_cls: 1.0595, loss: 1.0595, grad_norm: 5.8507 2021-02-11 08:32:23,243 - mmaction - INFO - Epoch [32][1280/3757] lr: 1.000e-03, eta: 9:40:43, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1369, loss: 1.1369, grad_norm: 5.9194 2021-02-11 08:32:32,544 - mmaction - INFO - Epoch [32][1300/3757] lr: 1.000e-03, eta: 9:40:33, time: 0.464, data_time: 0.019, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1233, loss: 1.1233, grad_norm: 6.0622 2021-02-11 08:32:43,078 - mmaction - INFO - Epoch [32][1320/3757] lr: 1.000e-03, eta: 9:40:23, time: 0.527, data_time: 0.007, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1308, loss: 1.1308, grad_norm: 6.1428 2021-02-11 08:32:52,793 - mmaction - INFO - Epoch [32][1340/3757] lr: 1.000e-03, eta: 9:40:13, time: 0.486, data_time: 0.003, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8859, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.0506 2021-02-11 08:33:03,241 - mmaction - INFO - Epoch [32][1360/3757] lr: 1.000e-03, eta: 9:40:03, time: 0.522, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1285, loss: 1.1285, grad_norm: 5.9439 2021-02-11 08:33:13,126 - mmaction - INFO - Epoch [32][1380/3757] lr: 1.000e-03, eta: 9:39:53, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8898, loss_cls: 1.1229, loss: 1.1229, grad_norm: 5.8797 2021-02-11 08:33:23,652 - mmaction - INFO - Epoch [32][1400/3757] lr: 1.000e-03, eta: 9:39:44, time: 0.526, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8930, loss_cls: 1.0999, loss: 1.0999, grad_norm: 5.7570 2021-02-11 08:33:33,911 - mmaction - INFO - Epoch [32][1420/3757] lr: 1.000e-03, eta: 9:39:34, time: 0.512, data_time: 0.004, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0418, loss: 1.0418, grad_norm: 5.8561 2021-02-11 08:33:44,236 - mmaction - INFO - Epoch [32][1440/3757] lr: 1.000e-03, eta: 9:39:24, time: 0.516, data_time: 0.002, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1538, loss: 1.1538, grad_norm: 6.1589 2021-02-11 08:33:53,809 - mmaction - INFO - Epoch [32][1460/3757] lr: 1.000e-03, eta: 9:39:14, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9109, loss_cls: 1.0699, loss: 1.0699, grad_norm: 6.0237 2021-02-11 08:34:03,934 - mmaction - INFO - Epoch [32][1480/3757] lr: 1.000e-03, eta: 9:39:04, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1254, loss: 1.1254, grad_norm: 5.9813 2021-02-11 08:34:13,800 - mmaction - INFO - Epoch [32][1500/3757] lr: 1.000e-03, eta: 9:38:54, time: 0.497, data_time: 0.005, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.0911, loss: 1.0911, grad_norm: 5.8896 2021-02-11 08:34:23,952 - mmaction - INFO - Epoch [32][1520/3757] lr: 1.000e-03, eta: 9:38:44, time: 0.507, data_time: 0.000, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0587, loss: 1.0587, grad_norm: 5.8128 2021-02-11 08:34:33,535 - mmaction - INFO - Epoch [32][1540/3757] lr: 1.000e-03, eta: 9:38:34, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1249, loss: 1.1249, grad_norm: 6.1203 2021-02-11 08:34:43,042 - mmaction - INFO - Epoch [32][1560/3757] lr: 1.000e-03, eta: 9:38:24, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.1131, loss: 1.1131, grad_norm: 6.0104 2021-02-11 08:34:52,723 - mmaction - INFO - Epoch [32][1580/3757] lr: 1.000e-03, eta: 9:38:14, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8977, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.1727 2021-02-11 08:35:03,029 - mmaction - INFO - Epoch [32][1600/3757] lr: 1.000e-03, eta: 9:38:04, time: 0.515, data_time: 0.005, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1002, loss: 1.1002, grad_norm: 5.9780 2021-02-11 08:35:13,310 - mmaction - INFO - Epoch [32][1620/3757] lr: 1.000e-03, eta: 9:37:55, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.2502 2021-02-11 08:35:22,298 - mmaction - INFO - Epoch [32][1640/3757] lr: 1.000e-03, eta: 9:37:44, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1109, loss: 1.1109, grad_norm: 6.0656 2021-02-11 08:35:32,667 - mmaction - INFO - Epoch [32][1660/3757] lr: 1.000e-03, eta: 9:37:34, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0613, loss: 1.0613, grad_norm: 5.8224 2021-02-11 08:35:42,467 - mmaction - INFO - Epoch [32][1680/3757] lr: 1.000e-03, eta: 9:37:24, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8922, loss_cls: 1.1800, loss: 1.1800, grad_norm: 6.3130 2021-02-11 08:35:54,245 - mmaction - INFO - Epoch [32][1700/3757] lr: 1.000e-03, eta: 9:37:15, time: 0.589, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9008, loss_cls: 1.0909, loss: 1.0909, grad_norm: 5.9702 2021-02-11 08:36:04,903 - mmaction - INFO - Epoch [32][1720/3757] lr: 1.000e-03, eta: 9:37:06, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9031, loss_cls: 1.1177, loss: 1.1177, grad_norm: 5.9323 2021-02-11 08:36:13,465 - mmaction - INFO - Epoch [32][1740/3757] lr: 1.000e-03, eta: 9:36:55, time: 0.428, data_time: 0.002, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1193, loss: 1.1193, grad_norm: 5.9093 2021-02-11 08:36:23,507 - mmaction - INFO - Epoch [32][1760/3757] lr: 1.000e-03, eta: 9:36:45, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.0967, loss: 1.0967, grad_norm: 6.0947 2021-02-11 08:36:34,456 - mmaction - INFO - Epoch [32][1780/3757] lr: 1.000e-03, eta: 9:36:36, time: 0.545, data_time: 0.001, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.1958, loss: 1.1958, grad_norm: 6.2029 2021-02-11 08:36:44,746 - mmaction - INFO - Epoch [32][1800/3757] lr: 1.000e-03, eta: 9:36:26, time: 0.516, data_time: 0.003, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.0918, loss: 1.0918, grad_norm: 6.0162 2021-02-11 08:36:54,300 - mmaction - INFO - Epoch [32][1820/3757] lr: 1.000e-03, eta: 9:36:16, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8914, loss_cls: 1.1491, loss: 1.1491, grad_norm: 5.9733 2021-02-11 08:37:03,494 - mmaction - INFO - Epoch [32][1840/3757] lr: 1.000e-03, eta: 9:36:06, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.8938, loss_cls: 1.0463, loss: 1.0463, grad_norm: 5.9214 2021-02-11 08:37:13,637 - mmaction - INFO - Epoch [32][1860/3757] lr: 1.000e-03, eta: 9:35:56, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1135, loss: 1.1135, grad_norm: 5.9910 2021-02-11 08:37:23,927 - mmaction - INFO - Epoch [32][1880/3757] lr: 1.000e-03, eta: 9:35:46, time: 0.517, data_time: 0.003, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0816, loss: 1.0816, grad_norm: 5.8634 2021-02-11 08:37:33,912 - mmaction - INFO - Epoch [32][1900/3757] lr: 1.000e-03, eta: 9:35:36, time: 0.496, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.0986, loss: 1.0986, grad_norm: 6.1686 2021-02-11 08:37:43,150 - mmaction - INFO - Epoch [32][1920/3757] lr: 1.000e-03, eta: 9:35:26, time: 0.464, data_time: 0.004, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9008, loss_cls: 1.0608, loss: 1.0608, grad_norm: 5.6767 2021-02-11 08:37:53,805 - mmaction - INFO - Epoch [32][1940/3757] lr: 1.000e-03, eta: 9:35:16, time: 0.533, data_time: 0.002, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8953, loss_cls: 1.1463, loss: 1.1463, grad_norm: 6.0873 2021-02-11 08:38:03,605 - mmaction - INFO - Epoch [32][1960/3757] lr: 1.000e-03, eta: 9:35:06, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0413, loss: 1.0413, grad_norm: 5.8485 2021-02-11 08:38:13,726 - mmaction - INFO - Epoch [32][1980/3757] lr: 1.000e-03, eta: 9:34:56, time: 0.506, data_time: 0.017, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9086, loss_cls: 1.0492, loss: 1.0492, grad_norm: 5.9316 2021-02-11 08:38:23,535 - mmaction - INFO - Epoch [32][2000/3757] lr: 1.000e-03, eta: 9:34:46, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1295, loss: 1.1295, grad_norm: 6.3294 2021-02-11 08:38:34,181 - mmaction - INFO - Epoch [32][2020/3757] lr: 1.000e-03, eta: 9:34:37, time: 0.532, data_time: 0.000, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.1856, loss: 1.1856, grad_norm: 6.3358 2021-02-11 08:38:43,833 - mmaction - INFO - Epoch [32][2040/3757] lr: 1.000e-03, eta: 9:34:27, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.8961, loss_cls: 1.0810, loss: 1.0810, grad_norm: 5.9462 2021-02-11 08:38:54,601 - mmaction - INFO - Epoch [32][2060/3757] lr: 1.000e-03, eta: 9:34:17, time: 0.538, data_time: 0.034, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1657, loss: 1.1657, grad_norm: 6.1754 2021-02-11 08:39:04,366 - mmaction - INFO - Epoch [32][2080/3757] lr: 1.000e-03, eta: 9:34:07, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1356, loss: 1.1356, grad_norm: 6.0435 2021-02-11 08:39:15,152 - mmaction - INFO - Epoch [32][2100/3757] lr: 1.000e-03, eta: 9:33:58, time: 0.537, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.1272, loss: 1.1272, grad_norm: 6.0299 2021-02-11 08:39:24,888 - mmaction - INFO - Epoch [32][2120/3757] lr: 1.000e-03, eta: 9:33:48, time: 0.489, data_time: 0.003, memory: 7076, top1_acc: 0.7063, top5_acc: 0.9078, loss_cls: 1.1262, loss: 1.1262, grad_norm: 6.2471 2021-02-11 08:39:34,620 - mmaction - INFO - Epoch [32][2140/3757] lr: 1.000e-03, eta: 9:33:38, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9047, loss_cls: 1.0942, loss: 1.0942, grad_norm: 5.9682 2021-02-11 08:39:44,461 - mmaction - INFO - Epoch [32][2160/3757] lr: 1.000e-03, eta: 9:33:28, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1208, loss: 1.1208, grad_norm: 5.9717 2021-02-11 08:39:54,226 - mmaction - INFO - Epoch [32][2180/3757] lr: 1.000e-03, eta: 9:33:18, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.0502 2021-02-11 08:40:04,946 - mmaction - INFO - Epoch [32][2200/3757] lr: 1.000e-03, eta: 9:33:08, time: 0.535, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9172, loss_cls: 1.0316, loss: 1.0316, grad_norm: 5.8933 2021-02-11 08:40:14,768 - mmaction - INFO - Epoch [32][2220/3757] lr: 1.000e-03, eta: 9:32:58, time: 0.492, data_time: 0.003, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8906, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.0482 2021-02-11 08:40:24,269 - mmaction - INFO - Epoch [32][2240/3757] lr: 1.000e-03, eta: 9:32:48, time: 0.475, data_time: 0.014, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9070, loss_cls: 1.0229, loss: 1.0229, grad_norm: 5.7869 2021-02-11 08:40:34,704 - mmaction - INFO - Epoch [32][2260/3757] lr: 1.000e-03, eta: 9:32:38, time: 0.522, data_time: 0.017, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8961, loss_cls: 1.1266, loss: 1.1266, grad_norm: 5.8846 2021-02-11 08:40:45,046 - mmaction - INFO - Epoch [32][2280/3757] lr: 1.000e-03, eta: 9:32:29, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.0945, loss: 1.0945, grad_norm: 6.1116 2021-02-11 08:40:54,853 - mmaction - INFO - Epoch [32][2300/3757] lr: 1.000e-03, eta: 9:32:19, time: 0.491, data_time: 0.004, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1658, loss: 1.1658, grad_norm: 6.0801 2021-02-11 08:41:04,632 - mmaction - INFO - Epoch [32][2320/3757] lr: 1.000e-03, eta: 9:32:09, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0643, loss: 1.0643, grad_norm: 5.9060 2021-02-11 08:41:14,750 - mmaction - INFO - Epoch [32][2340/3757] lr: 1.000e-03, eta: 9:31:59, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.1538, loss: 1.1538, grad_norm: 6.0908 2021-02-11 08:41:25,263 - mmaction - INFO - Epoch [32][2360/3757] lr: 1.000e-03, eta: 9:31:49, time: 0.526, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8984, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.2047 2021-02-11 08:41:35,005 - mmaction - INFO - Epoch [32][2380/3757] lr: 1.000e-03, eta: 9:31:39, time: 0.488, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0991, loss: 1.0991, grad_norm: 5.9190 2021-02-11 08:41:44,775 - mmaction - INFO - Epoch [32][2400/3757] lr: 1.000e-03, eta: 9:31:29, time: 0.488, data_time: 0.015, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 1.0395, loss: 1.0395, grad_norm: 5.7692 2021-02-11 08:41:54,556 - mmaction - INFO - Epoch [32][2420/3757] lr: 1.000e-03, eta: 9:31:19, time: 0.489, data_time: 0.007, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8852, loss_cls: 1.1620, loss: 1.1620, grad_norm: 6.0932 2021-02-11 08:42:04,941 - mmaction - INFO - Epoch [32][2440/3757] lr: 1.000e-03, eta: 9:31:09, time: 0.519, data_time: 0.016, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1039, loss: 1.1039, grad_norm: 6.1596 2021-02-11 08:42:14,580 - mmaction - INFO - Epoch [32][2460/3757] lr: 1.000e-03, eta: 9:30:59, time: 0.482, data_time: 0.016, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9016, loss_cls: 1.0573, loss: 1.0573, grad_norm: 6.0471 2021-02-11 08:42:24,453 - mmaction - INFO - Epoch [32][2480/3757] lr: 1.000e-03, eta: 9:30:49, time: 0.493, data_time: 0.013, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1468, loss: 1.1468, grad_norm: 6.0189 2021-02-11 08:42:33,674 - mmaction - INFO - Epoch [32][2500/3757] lr: 1.000e-03, eta: 9:30:39, time: 0.462, data_time: 0.027, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.1945 2021-02-11 08:42:44,208 - mmaction - INFO - Epoch [32][2520/3757] lr: 1.000e-03, eta: 9:30:29, time: 0.527, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8953, loss_cls: 1.1251, loss: 1.1251, grad_norm: 6.0855 2021-02-11 08:42:54,802 - mmaction - INFO - Epoch [32][2540/3757] lr: 1.000e-03, eta: 9:30:20, time: 0.528, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.0196 2021-02-11 08:43:04,550 - mmaction - INFO - Epoch [32][2560/3757] lr: 1.000e-03, eta: 9:30:10, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1228, loss: 1.1228, grad_norm: 6.0368 2021-02-11 08:43:14,828 - mmaction - INFO - Epoch [32][2580/3757] lr: 1.000e-03, eta: 9:30:00, time: 0.514, data_time: 0.000, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1144, loss: 1.1144, grad_norm: 6.0856 2021-02-11 08:43:24,817 - mmaction - INFO - Epoch [32][2600/3757] lr: 1.000e-03, eta: 9:29:50, time: 0.499, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.1218, loss: 1.1218, grad_norm: 6.0040 2021-02-11 08:43:34,843 - mmaction - INFO - Epoch [32][2620/3757] lr: 1.000e-03, eta: 9:29:40, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8961, loss_cls: 1.0707, loss: 1.0707, grad_norm: 6.1023 2021-02-11 08:43:44,576 - mmaction - INFO - Epoch [32][2640/3757] lr: 1.000e-03, eta: 9:29:30, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9016, loss_cls: 1.1000, loss: 1.1000, grad_norm: 6.1202 2021-02-11 08:43:55,043 - mmaction - INFO - Epoch [32][2660/3757] lr: 1.000e-03, eta: 9:29:20, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9047, loss_cls: 1.0343, loss: 1.0343, grad_norm: 5.8505 2021-02-11 08:44:04,969 - mmaction - INFO - Epoch [32][2680/3757] lr: 1.000e-03, eta: 9:29:10, time: 0.497, data_time: 0.002, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8984, loss_cls: 1.0664, loss: 1.0664, grad_norm: 6.0020 2021-02-11 08:44:14,703 - mmaction - INFO - Epoch [32][2700/3757] lr: 1.000e-03, eta: 9:29:00, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1854, loss: 1.1854, grad_norm: 6.1547 2021-02-11 08:44:25,197 - mmaction - INFO - Epoch [32][2720/3757] lr: 1.000e-03, eta: 9:28:51, time: 0.525, data_time: 0.138, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1262, loss: 1.1262, grad_norm: 6.1204 2021-02-11 08:44:35,986 - mmaction - INFO - Epoch [32][2740/3757] lr: 1.000e-03, eta: 9:28:41, time: 0.538, data_time: 0.189, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.0998, loss: 1.0998, grad_norm: 5.9127 2021-02-11 08:44:44,914 - mmaction - INFO - Epoch [32][2760/3757] lr: 1.000e-03, eta: 9:28:31, time: 0.448, data_time: 0.105, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1100, loss: 1.1100, grad_norm: 6.1697 2021-02-11 08:44:54,718 - mmaction - INFO - Epoch [32][2780/3757] lr: 1.000e-03, eta: 9:28:21, time: 0.490, data_time: 0.109, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1298, loss: 1.1298, grad_norm: 5.9673 2021-02-11 08:45:04,553 - mmaction - INFO - Epoch [32][2800/3757] lr: 1.000e-03, eta: 9:28:11, time: 0.491, data_time: 0.036, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9047, loss_cls: 1.0686, loss: 1.0686, grad_norm: 5.8052 2021-02-11 08:45:14,242 - mmaction - INFO - Epoch [32][2820/3757] lr: 1.000e-03, eta: 9:28:01, time: 0.486, data_time: 0.044, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9031, loss_cls: 1.0940, loss: 1.0940, grad_norm: 5.9300 2021-02-11 08:45:25,431 - mmaction - INFO - Epoch [32][2840/3757] lr: 1.000e-03, eta: 9:27:51, time: 0.555, data_time: 0.027, memory: 7076, top1_acc: 0.6852, top5_acc: 0.8781, loss_cls: 1.1801, loss: 1.1801, grad_norm: 6.0824 2021-02-11 08:45:34,255 - mmaction - INFO - Epoch [32][2860/3757] lr: 1.000e-03, eta: 9:27:41, time: 0.446, data_time: 0.014, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8953, loss_cls: 1.1392, loss: 1.1392, grad_norm: 6.0821 2021-02-11 08:45:44,518 - mmaction - INFO - Epoch [32][2880/3757] lr: 1.000e-03, eta: 9:27:31, time: 0.509, data_time: 0.003, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1223, loss: 1.1223, grad_norm: 6.0367 2021-02-11 08:45:54,353 - mmaction - INFO - Epoch [32][2900/3757] lr: 1.000e-03, eta: 9:27:21, time: 0.495, data_time: 0.009, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9000, loss_cls: 1.0855, loss: 1.0855, grad_norm: 5.9119 2021-02-11 08:46:04,580 - mmaction - INFO - Epoch [32][2920/3757] lr: 1.000e-03, eta: 9:27:11, time: 0.509, data_time: 0.027, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9055, loss_cls: 1.0743, loss: 1.0743, grad_norm: 5.9407 2021-02-11 08:46:14,485 - mmaction - INFO - Epoch [32][2940/3757] lr: 1.000e-03, eta: 9:27:01, time: 0.498, data_time: 0.004, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9039, loss_cls: 1.0708, loss: 1.0708, grad_norm: 5.9769 2021-02-11 08:46:23,592 - mmaction - INFO - Epoch [32][2960/3757] lr: 1.000e-03, eta: 9:26:51, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9086, loss_cls: 1.0962, loss: 1.0962, grad_norm: 6.1816 2021-02-11 08:46:33,522 - mmaction - INFO - Epoch [32][2980/3757] lr: 1.000e-03, eta: 9:26:41, time: 0.498, data_time: 0.003, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8930, loss_cls: 1.1999, loss: 1.1999, grad_norm: 6.1515 2021-02-11 08:46:43,606 - mmaction - INFO - Epoch [32][3000/3757] lr: 1.000e-03, eta: 9:26:31, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.1792, loss: 1.1792, grad_norm: 6.1000 2021-02-11 08:46:53,068 - mmaction - INFO - Epoch [32][3020/3757] lr: 1.000e-03, eta: 9:26:21, time: 0.474, data_time: 0.027, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1336, loss: 1.1336, grad_norm: 6.1711 2021-02-11 08:47:02,994 - mmaction - INFO - Epoch [32][3040/3757] lr: 1.000e-03, eta: 9:26:11, time: 0.495, data_time: 0.005, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9023, loss_cls: 1.0762, loss: 1.0762, grad_norm: 6.0428 2021-02-11 08:47:12,517 - mmaction - INFO - Epoch [32][3060/3757] lr: 1.000e-03, eta: 9:26:01, time: 0.478, data_time: 0.004, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.1363, loss: 1.1363, grad_norm: 6.1792 2021-02-11 08:47:22,155 - mmaction - INFO - Epoch [32][3080/3757] lr: 1.000e-03, eta: 9:25:51, time: 0.481, data_time: 0.008, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8875, loss_cls: 1.1895, loss: 1.1895, grad_norm: 6.0796 2021-02-11 08:47:32,703 - mmaction - INFO - Epoch [32][3100/3757] lr: 1.000e-03, eta: 9:25:41, time: 0.528, data_time: 0.002, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8984, loss_cls: 1.1025, loss: 1.1025, grad_norm: 5.9966 2021-02-11 08:47:42,605 - mmaction - INFO - Epoch [32][3120/3757] lr: 1.000e-03, eta: 9:25:31, time: 0.495, data_time: 0.006, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1069, loss: 1.1069, grad_norm: 5.9482 2021-02-11 08:47:52,919 - mmaction - INFO - Epoch [32][3140/3757] lr: 1.000e-03, eta: 9:25:21, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.1800, loss: 1.1800, grad_norm: 6.0311 2021-02-11 08:48:02,978 - mmaction - INFO - Epoch [32][3160/3757] lr: 1.000e-03, eta: 9:25:11, time: 0.503, data_time: 0.003, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8898, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.1258 2021-02-11 08:48:12,971 - mmaction - INFO - Epoch [32][3180/3757] lr: 1.000e-03, eta: 9:25:02, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.9000, loss_cls: 1.1258, loss: 1.1258, grad_norm: 6.1154 2021-02-11 08:48:22,270 - mmaction - INFO - Epoch [32][3200/3757] lr: 1.000e-03, eta: 9:24:51, time: 0.465, data_time: 0.015, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9078, loss_cls: 1.0613, loss: 1.0613, grad_norm: 5.9885 2021-02-11 08:48:31,667 - mmaction - INFO - Epoch [32][3220/3757] lr: 1.000e-03, eta: 9:24:41, time: 0.470, data_time: 0.008, memory: 7076, top1_acc: 0.7094, top5_acc: 0.9008, loss_cls: 1.1715, loss: 1.1715, grad_norm: 6.1673 2021-02-11 08:48:42,080 - mmaction - INFO - Epoch [32][3240/3757] lr: 1.000e-03, eta: 9:24:31, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8961, loss_cls: 1.0986, loss: 1.0986, grad_norm: 5.8967 2021-02-11 08:48:52,256 - mmaction - INFO - Epoch [32][3260/3757] lr: 1.000e-03, eta: 9:24:22, time: 0.510, data_time: 0.003, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8922, loss_cls: 1.1383, loss: 1.1383, grad_norm: 6.2061 2021-02-11 08:49:01,127 - mmaction - INFO - Epoch [32][3280/3757] lr: 1.000e-03, eta: 9:24:11, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9023, loss_cls: 1.0364, loss: 1.0364, grad_norm: 5.8079 2021-02-11 08:49:11,660 - mmaction - INFO - Epoch [32][3300/3757] lr: 1.000e-03, eta: 9:24:01, time: 0.526, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9008, loss_cls: 1.0610, loss: 1.0610, grad_norm: 5.7948 2021-02-11 08:49:22,027 - mmaction - INFO - Epoch [32][3320/3757] lr: 1.000e-03, eta: 9:23:52, time: 0.519, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.9078, loss_cls: 1.0917, loss: 1.0917, grad_norm: 5.9880 2021-02-11 08:49:31,640 - mmaction - INFO - Epoch [32][3340/3757] lr: 1.000e-03, eta: 9:23:42, time: 0.481, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.9047, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.0684 2021-02-11 08:49:41,677 - mmaction - INFO - Epoch [32][3360/3757] lr: 1.000e-03, eta: 9:23:32, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8742, loss_cls: 1.1705, loss: 1.1705, grad_norm: 6.1444 2021-02-11 08:49:51,577 - mmaction - INFO - Epoch [32][3380/3757] lr: 1.000e-03, eta: 9:23:22, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0700, loss: 1.0700, grad_norm: 5.9826 2021-02-11 08:50:01,660 - mmaction - INFO - Epoch [32][3400/3757] lr: 1.000e-03, eta: 9:23:12, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.1166, loss: 1.1166, grad_norm: 5.9483 2021-02-11 08:50:11,691 - mmaction - INFO - Epoch [32][3420/3757] lr: 1.000e-03, eta: 9:23:02, time: 0.504, data_time: 0.004, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.1098, loss: 1.1098, grad_norm: 6.0077 2021-02-11 08:50:22,268 - mmaction - INFO - Epoch [32][3440/3757] lr: 1.000e-03, eta: 9:22:52, time: 0.528, data_time: 0.084, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8898, loss_cls: 1.1679, loss: 1.1679, grad_norm: 6.1528 2021-02-11 08:50:32,974 - mmaction - INFO - Epoch [32][3460/3757] lr: 1.000e-03, eta: 9:22:43, time: 0.536, data_time: 0.148, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.1833, loss: 1.1833, grad_norm: 6.2922 2021-02-11 08:50:42,051 - mmaction - INFO - Epoch [32][3480/3757] lr: 1.000e-03, eta: 9:22:32, time: 0.454, data_time: 0.074, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9031, loss_cls: 1.1016, loss: 1.1016, grad_norm: 5.9099 2021-02-11 08:50:52,461 - mmaction - INFO - Epoch [32][3500/3757] lr: 1.000e-03, eta: 9:22:23, time: 0.520, data_time: 0.075, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.0761, loss: 1.0761, grad_norm: 6.0136 2021-02-11 08:51:02,618 - mmaction - INFO - Epoch [32][3520/3757] lr: 1.000e-03, eta: 9:22:13, time: 0.508, data_time: 0.137, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8922, loss_cls: 1.0730, loss: 1.0730, grad_norm: 5.8616 2021-02-11 08:51:12,654 - mmaction - INFO - Epoch [32][3540/3757] lr: 1.000e-03, eta: 9:22:03, time: 0.503, data_time: 0.066, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8805, loss_cls: 1.1551, loss: 1.1551, grad_norm: 6.1643 2021-02-11 08:51:22,649 - mmaction - INFO - Epoch [32][3560/3757] lr: 1.000e-03, eta: 9:21:53, time: 0.499, data_time: 0.141, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0576, loss: 1.0576, grad_norm: 5.9401 2021-02-11 08:51:32,502 - mmaction - INFO - Epoch [32][3580/3757] lr: 1.000e-03, eta: 9:21:43, time: 0.493, data_time: 0.146, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8969, loss_cls: 1.1108, loss: 1.1108, grad_norm: 6.0003 2021-02-11 08:51:42,590 - mmaction - INFO - Epoch [32][3600/3757] lr: 1.000e-03, eta: 9:21:33, time: 0.502, data_time: 0.077, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1623, loss: 1.1623, grad_norm: 6.2106 2021-02-11 08:51:52,527 - mmaction - INFO - Epoch [32][3620/3757] lr: 1.000e-03, eta: 9:21:23, time: 0.499, data_time: 0.015, memory: 7076, top1_acc: 0.6992, top5_acc: 0.9055, loss_cls: 1.1217, loss: 1.1217, grad_norm: 6.2209 2021-02-11 08:52:01,834 - mmaction - INFO - Epoch [32][3640/3757] lr: 1.000e-03, eta: 9:21:13, time: 0.465, data_time: 0.006, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8953, loss_cls: 1.1150, loss: 1.1150, grad_norm: 5.9895 2021-02-11 08:52:12,548 - mmaction - INFO - Epoch [32][3660/3757] lr: 1.000e-03, eta: 9:21:04, time: 0.533, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.1361, loss: 1.1361, grad_norm: 5.8887 2021-02-11 08:52:22,683 - mmaction - INFO - Epoch [32][3680/3757] lr: 1.000e-03, eta: 9:20:54, time: 0.509, data_time: 0.004, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8961, loss_cls: 1.1278, loss: 1.1278, grad_norm: 6.2139 2021-02-11 08:52:32,978 - mmaction - INFO - Epoch [32][3700/3757] lr: 1.000e-03, eta: 9:20:44, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.1218, loss: 1.1218, grad_norm: 6.1020 2021-02-11 08:52:43,233 - mmaction - INFO - Epoch [32][3720/3757] lr: 1.000e-03, eta: 9:20:34, time: 0.513, data_time: 0.003, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.1972, loss: 1.1972, grad_norm: 6.3822 2021-02-11 08:52:52,376 - mmaction - INFO - Epoch [32][3740/3757] lr: 1.000e-03, eta: 9:20:24, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.1499, loss: 1.1499, grad_norm: 6.0744 2021-02-11 08:55:53,684 - mmaction - INFO - Epoch [33][20/3757] lr: 1.000e-03, eta: 9:21:27, time: 8.175, data_time: 7.682, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.1118, loss: 1.1118, grad_norm: 5.9652 2021-02-11 08:56:03,454 - mmaction - INFO - Epoch [33][40/3757] lr: 1.000e-03, eta: 9:21:17, time: 0.489, data_time: 0.006, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9031, loss_cls: 1.0898, loss: 1.0898, grad_norm: 5.9906 2021-02-11 08:56:13,753 - mmaction - INFO - Epoch [33][60/3757] lr: 1.000e-03, eta: 9:21:07, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.0618 2021-02-11 08:56:24,719 - mmaction - INFO - Epoch [33][80/3757] lr: 1.000e-03, eta: 9:20:58, time: 0.548, data_time: 0.002, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1249, loss: 1.1249, grad_norm: 6.0397 2021-02-11 08:56:34,879 - mmaction - INFO - Epoch [33][100/3757] lr: 1.000e-03, eta: 9:20:48, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9023, loss_cls: 1.0562, loss: 1.0562, grad_norm: 5.9238 2021-02-11 08:56:44,512 - mmaction - INFO - Epoch [33][120/3757] lr: 1.000e-03, eta: 9:20:38, time: 0.483, data_time: 0.002, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.1083, loss: 1.1083, grad_norm: 6.0614 2021-02-11 08:56:54,814 - mmaction - INFO - Epoch [33][140/3757] lr: 1.000e-03, eta: 9:20:28, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8914, loss_cls: 1.1487, loss: 1.1487, grad_norm: 6.1869 2021-02-11 08:57:04,716 - mmaction - INFO - Epoch [33][160/3757] lr: 1.000e-03, eta: 9:20:18, time: 0.496, data_time: 0.029, memory: 7076, top1_acc: 0.7406, top5_acc: 0.8953, loss_cls: 1.0734, loss: 1.0734, grad_norm: 5.9529 2021-02-11 08:57:15,016 - mmaction - INFO - Epoch [33][180/3757] lr: 1.000e-03, eta: 9:20:08, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9023, loss_cls: 1.0637, loss: 1.0637, grad_norm: 5.9866 2021-02-11 08:57:24,554 - mmaction - INFO - Epoch [33][200/3757] lr: 1.000e-03, eta: 9:19:58, time: 0.480, data_time: 0.005, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9047, loss_cls: 1.0968, loss: 1.0968, grad_norm: 6.2317 2021-02-11 08:57:35,664 - mmaction - INFO - Epoch [33][220/3757] lr: 1.000e-03, eta: 9:19:49, time: 0.552, data_time: 0.000, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0900, loss: 1.0900, grad_norm: 6.1766 2021-02-11 08:57:45,764 - mmaction - INFO - Epoch [33][240/3757] lr: 1.000e-03, eta: 9:19:39, time: 0.509, data_time: 0.005, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.0369, loss: 1.0369, grad_norm: 5.9872 2021-02-11 08:57:55,512 - mmaction - INFO - Epoch [33][260/3757] lr: 1.000e-03, eta: 9:19:29, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.1717, loss: 1.1717, grad_norm: 6.1191 2021-02-11 08:58:05,569 - mmaction - INFO - Epoch [33][280/3757] lr: 1.000e-03, eta: 9:19:19, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8930, loss_cls: 1.1303, loss: 1.1303, grad_norm: 6.0207 2021-02-11 08:58:15,275 - mmaction - INFO - Epoch [33][300/3757] lr: 1.000e-03, eta: 9:19:09, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8906, loss_cls: 1.1222, loss: 1.1222, grad_norm: 5.8722 2021-02-11 08:58:24,923 - mmaction - INFO - Epoch [33][320/3757] lr: 1.000e-03, eta: 9:18:58, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9023, loss_cls: 1.1086, loss: 1.1086, grad_norm: 5.8596 2021-02-11 08:58:34,437 - mmaction - INFO - Epoch [33][340/3757] lr: 1.000e-03, eta: 9:18:48, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0536, loss: 1.0536, grad_norm: 6.0048 2021-02-11 08:58:44,800 - mmaction - INFO - Epoch [33][360/3757] lr: 1.000e-03, eta: 9:18:39, time: 0.519, data_time: 0.017, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 1.0041, loss: 1.0041, grad_norm: 5.7502 2021-02-11 08:58:54,984 - mmaction - INFO - Epoch [33][380/3757] lr: 1.000e-03, eta: 9:18:29, time: 0.509, data_time: 0.020, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9141, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.0709 2021-02-11 08:59:04,155 - mmaction - INFO - Epoch [33][400/3757] lr: 1.000e-03, eta: 9:18:18, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.2319, loss: 1.2319, grad_norm: 6.5385 2021-02-11 08:59:13,765 - mmaction - INFO - Epoch [33][420/3757] lr: 1.000e-03, eta: 9:18:08, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 1.0218, loss: 1.0218, grad_norm: 5.8786 2021-02-11 08:59:23,263 - mmaction - INFO - Epoch [33][440/3757] lr: 1.000e-03, eta: 9:17:58, time: 0.475, data_time: 0.019, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1363, loss: 1.1363, grad_norm: 6.0100 2021-02-11 08:59:33,942 - mmaction - INFO - Epoch [33][460/3757] lr: 1.000e-03, eta: 9:17:48, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9055, loss_cls: 1.0742, loss: 1.0742, grad_norm: 5.7588 2021-02-11 08:59:43,248 - mmaction - INFO - Epoch [33][480/3757] lr: 1.000e-03, eta: 9:17:38, time: 0.468, data_time: 0.004, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0389, loss: 1.0389, grad_norm: 5.9722 2021-02-11 08:59:54,146 - mmaction - INFO - Epoch [33][500/3757] lr: 1.000e-03, eta: 9:17:29, time: 0.545, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1240, loss: 1.1240, grad_norm: 6.0480 2021-02-11 09:00:03,275 - mmaction - INFO - Epoch [33][520/3757] lr: 1.000e-03, eta: 9:17:18, time: 0.456, data_time: 0.002, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8953, loss_cls: 1.1133, loss: 1.1133, grad_norm: 6.1575 2021-02-11 09:00:13,693 - mmaction - INFO - Epoch [33][540/3757] lr: 1.000e-03, eta: 9:17:08, time: 0.519, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9117, loss_cls: 1.0965, loss: 1.0965, grad_norm: 6.1344 2021-02-11 09:00:23,290 - mmaction - INFO - Epoch [33][560/3757] lr: 1.000e-03, eta: 9:16:58, time: 0.481, data_time: 0.003, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0562, loss: 1.0562, grad_norm: 5.8864 2021-02-11 09:00:34,325 - mmaction - INFO - Epoch [33][580/3757] lr: 1.000e-03, eta: 9:16:49, time: 0.552, data_time: 0.010, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9016, loss_cls: 1.1102, loss: 1.1102, grad_norm: 6.1487 2021-02-11 09:00:43,996 - mmaction - INFO - Epoch [33][600/3757] lr: 1.000e-03, eta: 9:16:39, time: 0.484, data_time: 0.003, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8969, loss_cls: 1.1619, loss: 1.1619, grad_norm: 6.1057 2021-02-11 09:00:54,116 - mmaction - INFO - Epoch [33][620/3757] lr: 1.000e-03, eta: 9:16:29, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9039, loss_cls: 1.0223, loss: 1.0223, grad_norm: 5.8241 2021-02-11 09:01:04,473 - mmaction - INFO - Epoch [33][640/3757] lr: 1.000e-03, eta: 9:16:19, time: 0.519, data_time: 0.002, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1210, loss: 1.1210, grad_norm: 6.1539 2021-02-11 09:01:14,266 - mmaction - INFO - Epoch [33][660/3757] lr: 1.000e-03, eta: 9:16:09, time: 0.490, data_time: 0.003, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0120, loss: 1.0120, grad_norm: 5.9427 2021-02-11 09:01:23,596 - mmaction - INFO - Epoch [33][680/3757] lr: 1.000e-03, eta: 9:15:59, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8992, loss_cls: 1.1116, loss: 1.1116, grad_norm: 6.2499 2021-02-11 09:01:33,799 - mmaction - INFO - Epoch [33][700/3757] lr: 1.000e-03, eta: 9:15:49, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.1324 2021-02-11 09:01:43,127 - mmaction - INFO - Epoch [33][720/3757] lr: 1.000e-03, eta: 9:15:39, time: 0.468, data_time: 0.002, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 1.0499, loss: 1.0499, grad_norm: 5.8934 2021-02-11 09:01:55,242 - mmaction - INFO - Epoch [33][740/3757] lr: 1.000e-03, eta: 9:15:30, time: 0.605, data_time: 0.001, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.3059 2021-02-11 09:02:05,014 - mmaction - INFO - Epoch [33][760/3757] lr: 1.000e-03, eta: 9:15:20, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1530, loss: 1.1530, grad_norm: 6.1770 2021-02-11 09:02:14,420 - mmaction - INFO - Epoch [33][780/3757] lr: 1.000e-03, eta: 9:15:09, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.0938, loss: 1.0938, grad_norm: 6.0787 2021-02-11 09:02:24,005 - mmaction - INFO - Epoch [33][800/3757] lr: 1.000e-03, eta: 9:14:59, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.1132, loss: 1.1132, grad_norm: 6.1329 2021-02-11 09:02:34,408 - mmaction - INFO - Epoch [33][820/3757] lr: 1.000e-03, eta: 9:14:49, time: 0.518, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9039, loss_cls: 1.0675, loss: 1.0675, grad_norm: 5.9039 2021-02-11 09:02:43,373 - mmaction - INFO - Epoch [33][840/3757] lr: 1.000e-03, eta: 9:14:39, time: 0.450, data_time: 0.004, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9000, loss_cls: 1.0932, loss: 1.0932, grad_norm: 6.0634 2021-02-11 09:02:53,263 - mmaction - INFO - Epoch [33][860/3757] lr: 1.000e-03, eta: 9:14:29, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9055, loss_cls: 1.0943, loss: 1.0943, grad_norm: 6.0867 2021-02-11 09:03:04,500 - mmaction - INFO - Epoch [33][880/3757] lr: 1.000e-03, eta: 9:14:20, time: 0.561, data_time: 0.002, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9109, loss_cls: 1.0461, loss: 1.0461, grad_norm: 5.9109 2021-02-11 09:03:14,033 - mmaction - INFO - Epoch [33][900/3757] lr: 1.000e-03, eta: 9:14:10, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0832, loss: 1.0832, grad_norm: 5.9134 2021-02-11 09:03:24,590 - mmaction - INFO - Epoch [33][920/3757] lr: 1.000e-03, eta: 9:14:00, time: 0.527, data_time: 0.002, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8906, loss_cls: 1.1579, loss: 1.1579, grad_norm: 6.2446 2021-02-11 09:03:34,372 - mmaction - INFO - Epoch [33][940/3757] lr: 1.000e-03, eta: 9:13:50, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9023, loss_cls: 1.0435, loss: 1.0435, grad_norm: 5.9506 2021-02-11 09:03:44,224 - mmaction - INFO - Epoch [33][960/3757] lr: 1.000e-03, eta: 9:13:40, time: 0.493, data_time: 0.002, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 0.9956, loss: 0.9956, grad_norm: 5.8256 2021-02-11 09:03:54,952 - mmaction - INFO - Epoch [33][980/3757] lr: 1.000e-03, eta: 9:13:30, time: 0.534, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9172, loss_cls: 1.0619, loss: 1.0619, grad_norm: 6.0566 2021-02-11 09:04:04,395 - mmaction - INFO - Epoch [33][1000/3757] lr: 1.000e-03, eta: 9:13:20, time: 0.474, data_time: 0.003, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1576, loss: 1.1576, grad_norm: 6.1592 2021-02-11 09:04:13,775 - mmaction - INFO - Epoch [33][1020/3757] lr: 1.000e-03, eta: 9:13:10, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8961, loss_cls: 1.1191, loss: 1.1191, grad_norm: 6.1891 2021-02-11 09:04:23,936 - mmaction - INFO - Epoch [33][1040/3757] lr: 1.000e-03, eta: 9:13:00, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9039, loss_cls: 1.0466, loss: 1.0466, grad_norm: 5.7661 2021-02-11 09:04:33,447 - mmaction - INFO - Epoch [33][1060/3757] lr: 1.000e-03, eta: 9:12:50, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1450, loss: 1.1450, grad_norm: 6.1052 2021-02-11 09:04:43,559 - mmaction - INFO - Epoch [33][1080/3757] lr: 1.000e-03, eta: 9:12:40, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1495, loss: 1.1495, grad_norm: 6.3097 2021-02-11 09:04:53,289 - mmaction - INFO - Epoch [33][1100/3757] lr: 1.000e-03, eta: 9:12:30, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.1085, loss: 1.1085, grad_norm: 6.1240 2021-02-11 09:05:03,641 - mmaction - INFO - Epoch [33][1120/3757] lr: 1.000e-03, eta: 9:12:20, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8977, loss_cls: 1.1351, loss: 1.1351, grad_norm: 6.1843 2021-02-11 09:05:12,660 - mmaction - INFO - Epoch [33][1140/3757] lr: 1.000e-03, eta: 9:12:09, time: 0.451, data_time: 0.012, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9109, loss_cls: 1.0036, loss: 1.0036, grad_norm: 5.6899 2021-02-11 09:05:23,331 - mmaction - INFO - Epoch [33][1160/3757] lr: 1.000e-03, eta: 9:12:00, time: 0.533, data_time: 0.007, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1378, loss: 1.1378, grad_norm: 6.1948 2021-02-11 09:05:31,983 - mmaction - INFO - Epoch [33][1180/3757] lr: 1.000e-03, eta: 9:11:49, time: 0.434, data_time: 0.003, memory: 7076, top1_acc: 0.7070, top5_acc: 0.9047, loss_cls: 1.1129, loss: 1.1129, grad_norm: 6.1668 2021-02-11 09:05:42,200 - mmaction - INFO - Epoch [33][1200/3757] lr: 1.000e-03, eta: 9:11:39, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.0850, loss: 1.0850, grad_norm: 6.0790 2021-02-11 09:05:51,921 - mmaction - INFO - Epoch [33][1220/3757] lr: 1.000e-03, eta: 9:11:29, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9055, loss_cls: 1.1093, loss: 1.1093, grad_norm: 6.2006 2021-02-11 09:06:02,099 - mmaction - INFO - Epoch [33][1240/3757] lr: 1.000e-03, eta: 9:11:19, time: 0.507, data_time: 0.000, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.0493 2021-02-11 09:06:11,857 - mmaction - INFO - Epoch [33][1260/3757] lr: 1.000e-03, eta: 9:11:09, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8977, loss_cls: 1.1156, loss: 1.1156, grad_norm: 6.0414 2021-02-11 09:06:22,712 - mmaction - INFO - Epoch [33][1280/3757] lr: 1.000e-03, eta: 9:11:00, time: 0.542, data_time: 0.000, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0245, loss: 1.0245, grad_norm: 5.8166 2021-02-11 09:06:31,881 - mmaction - INFO - Epoch [33][1300/3757] lr: 1.000e-03, eta: 9:10:49, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8930, loss_cls: 1.1614, loss: 1.1614, grad_norm: 6.1047 2021-02-11 09:06:41,820 - mmaction - INFO - Epoch [33][1320/3757] lr: 1.000e-03, eta: 9:10:39, time: 0.497, data_time: 0.076, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9031, loss_cls: 1.0450, loss: 1.0450, grad_norm: 5.9384 2021-02-11 09:06:51,867 - mmaction - INFO - Epoch [33][1340/3757] lr: 1.000e-03, eta: 9:10:29, time: 0.500, data_time: 0.002, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9008, loss_cls: 1.0699, loss: 1.0699, grad_norm: 5.9920 2021-02-11 09:07:02,650 - mmaction - INFO - Epoch [33][1360/3757] lr: 1.000e-03, eta: 9:10:20, time: 0.540, data_time: 0.002, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.1259, loss: 1.1259, grad_norm: 6.1783 2021-02-11 09:07:12,388 - mmaction - INFO - Epoch [33][1380/3757] lr: 1.000e-03, eta: 9:10:10, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.1081, loss: 1.1081, grad_norm: 6.3133 2021-02-11 09:07:23,095 - mmaction - INFO - Epoch [33][1400/3757] lr: 1.000e-03, eta: 9:10:00, time: 0.536, data_time: 0.040, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.2019, loss: 1.2019, grad_norm: 6.2705 2021-02-11 09:07:32,964 - mmaction - INFO - Epoch [33][1420/3757] lr: 1.000e-03, eta: 9:09:50, time: 0.494, data_time: 0.016, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1287, loss: 1.1287, grad_norm: 6.0836 2021-02-11 09:07:42,478 - mmaction - INFO - Epoch [33][1440/3757] lr: 1.000e-03, eta: 9:09:40, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1471, loss: 1.1471, grad_norm: 6.2028 2021-02-11 09:07:51,971 - mmaction - INFO - Epoch [33][1460/3757] lr: 1.000e-03, eta: 9:09:30, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.9055, loss_cls: 1.1150, loss: 1.1150, grad_norm: 6.1594 2021-02-11 09:08:02,751 - mmaction - INFO - Epoch [33][1480/3757] lr: 1.000e-03, eta: 9:09:20, time: 0.538, data_time: 0.000, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.1931 2021-02-11 09:08:12,515 - mmaction - INFO - Epoch [33][1500/3757] lr: 1.000e-03, eta: 9:09:10, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.0854, loss: 1.0854, grad_norm: 6.0372 2021-02-11 09:08:23,234 - mmaction - INFO - Epoch [33][1520/3757] lr: 1.000e-03, eta: 9:09:01, time: 0.535, data_time: 0.000, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8906, loss_cls: 1.1704, loss: 1.1704, grad_norm: 6.1951 2021-02-11 09:08:32,565 - mmaction - INFO - Epoch [33][1540/3757] lr: 1.000e-03, eta: 9:08:50, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9023, loss_cls: 1.0954, loss: 1.0954, grad_norm: 5.9795 2021-02-11 09:08:42,584 - mmaction - INFO - Epoch [33][1560/3757] lr: 1.000e-03, eta: 9:08:40, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8984, loss_cls: 1.1246, loss: 1.1246, grad_norm: 5.9955 2021-02-11 09:08:54,756 - mmaction - INFO - Epoch [33][1580/3757] lr: 1.000e-03, eta: 9:08:32, time: 0.612, data_time: 0.004, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1097, loss: 1.1097, grad_norm: 6.1944 2021-02-11 09:09:03,935 - mmaction - INFO - Epoch [33][1600/3757] lr: 1.000e-03, eta: 9:08:21, time: 0.460, data_time: 0.002, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8992, loss_cls: 1.0889, loss: 1.0889, grad_norm: 6.1626 2021-02-11 09:09:14,121 - mmaction - INFO - Epoch [33][1620/3757] lr: 1.000e-03, eta: 9:08:11, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.1622, loss: 1.1622, grad_norm: 6.2479 2021-02-11 09:09:23,900 - mmaction - INFO - Epoch [33][1640/3757] lr: 1.000e-03, eta: 9:08:01, time: 0.491, data_time: 0.003, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.1093, loss: 1.1093, grad_norm: 6.0453 2021-02-11 09:09:34,222 - mmaction - INFO - Epoch [33][1660/3757] lr: 1.000e-03, eta: 9:07:52, time: 0.516, data_time: 0.022, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 0.9998, loss: 0.9998, grad_norm: 5.8037 2021-02-11 09:09:44,066 - mmaction - INFO - Epoch [33][1680/3757] lr: 1.000e-03, eta: 9:07:42, time: 0.488, data_time: 0.007, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9070, loss_cls: 1.0515, loss: 1.0515, grad_norm: 6.0263 2021-02-11 09:09:54,147 - mmaction - INFO - Epoch [33][1700/3757] lr: 1.000e-03, eta: 9:07:32, time: 0.508, data_time: 0.005, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.1165, loss: 1.1165, grad_norm: 5.9789 2021-02-11 09:10:03,762 - mmaction - INFO - Epoch [33][1720/3757] lr: 1.000e-03, eta: 9:07:21, time: 0.479, data_time: 0.003, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1453, loss: 1.1453, grad_norm: 6.1747 2021-02-11 09:10:14,226 - mmaction - INFO - Epoch [33][1740/3757] lr: 1.000e-03, eta: 9:07:12, time: 0.525, data_time: 0.004, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9055, loss_cls: 1.0309, loss: 1.0309, grad_norm: 5.9158 2021-02-11 09:10:24,343 - mmaction - INFO - Epoch [33][1760/3757] lr: 1.000e-03, eta: 9:07:02, time: 0.507, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.0982, loss: 1.0982, grad_norm: 6.0811 2021-02-11 09:10:34,394 - mmaction - INFO - Epoch [33][1780/3757] lr: 1.000e-03, eta: 9:06:52, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1179, loss: 1.1179, grad_norm: 6.0444 2021-02-11 09:10:43,921 - mmaction - INFO - Epoch [33][1800/3757] lr: 1.000e-03, eta: 9:06:42, time: 0.478, data_time: 0.003, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8961, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.0482 2021-02-11 09:10:54,778 - mmaction - INFO - Epoch [33][1820/3757] lr: 1.000e-03, eta: 9:06:32, time: 0.543, data_time: 0.105, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1044, loss: 1.1044, grad_norm: 6.2027 2021-02-11 09:11:03,834 - mmaction - INFO - Epoch [33][1840/3757] lr: 1.000e-03, eta: 9:06:22, time: 0.453, data_time: 0.047, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9062, loss_cls: 1.0561, loss: 1.0561, grad_norm: 6.0276 2021-02-11 09:11:14,283 - mmaction - INFO - Epoch [33][1860/3757] lr: 1.000e-03, eta: 9:06:12, time: 0.522, data_time: 0.000, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0260, loss: 1.0260, grad_norm: 5.8050 2021-02-11 09:11:23,658 - mmaction - INFO - Epoch [33][1880/3757] lr: 1.000e-03, eta: 9:06:02, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1200, loss: 1.1200, grad_norm: 6.2150 2021-02-11 09:11:33,863 - mmaction - INFO - Epoch [33][1900/3757] lr: 1.000e-03, eta: 9:05:52, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8984, loss_cls: 1.1186, loss: 1.1186, grad_norm: 6.0650 2021-02-11 09:11:43,789 - mmaction - INFO - Epoch [33][1920/3757] lr: 1.000e-03, eta: 9:05:42, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1309, loss: 1.1309, grad_norm: 6.3548 2021-02-11 09:11:53,968 - mmaction - INFO - Epoch [33][1940/3757] lr: 1.000e-03, eta: 9:05:32, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.0747, loss: 1.0747, grad_norm: 6.3046 2021-02-11 09:12:03,542 - mmaction - INFO - Epoch [33][1960/3757] lr: 1.000e-03, eta: 9:05:22, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8938, loss_cls: 1.1243, loss: 1.1243, grad_norm: 6.1478 2021-02-11 09:12:12,998 - mmaction - INFO - Epoch [33][1980/3757] lr: 1.000e-03, eta: 9:05:12, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0881, loss: 1.0881, grad_norm: 6.1641 2021-02-11 09:12:23,397 - mmaction - INFO - Epoch [33][2000/3757] lr: 1.000e-03, eta: 9:05:02, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1383, loss: 1.1383, grad_norm: 6.0643 2021-02-11 09:12:33,672 - mmaction - INFO - Epoch [33][2020/3757] lr: 1.000e-03, eta: 9:04:52, time: 0.517, data_time: 0.009, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.1702, loss: 1.1702, grad_norm: 6.4900 2021-02-11 09:12:43,800 - mmaction - INFO - Epoch [33][2040/3757] lr: 1.000e-03, eta: 9:04:42, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0289, loss: 1.0289, grad_norm: 5.8953 2021-02-11 09:12:52,644 - mmaction - INFO - Epoch [33][2060/3757] lr: 1.000e-03, eta: 9:04:32, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1261, loss: 1.1261, grad_norm: 6.2584 2021-02-11 09:13:03,149 - mmaction - INFO - Epoch [33][2080/3757] lr: 1.000e-03, eta: 9:04:22, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.0075 2021-02-11 09:13:12,641 - mmaction - INFO - Epoch [33][2100/3757] lr: 1.000e-03, eta: 9:04:12, time: 0.476, data_time: 0.003, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9031, loss_cls: 1.1094, loss: 1.1094, grad_norm: 6.1699 2021-02-11 09:13:23,711 - mmaction - INFO - Epoch [33][2120/3757] lr: 1.000e-03, eta: 9:04:03, time: 0.552, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 1.0345, loss: 1.0345, grad_norm: 5.8263 2021-02-11 09:13:32,804 - mmaction - INFO - Epoch [33][2140/3757] lr: 1.000e-03, eta: 9:03:52, time: 0.456, data_time: 0.003, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 1.0199, loss: 1.0199, grad_norm: 5.8703 2021-02-11 09:13:42,938 - mmaction - INFO - Epoch [33][2160/3757] lr: 1.000e-03, eta: 9:03:42, time: 0.507, data_time: 0.003, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.0787, loss: 1.0787, grad_norm: 5.8998 2021-02-11 09:13:53,785 - mmaction - INFO - Epoch [33][2180/3757] lr: 1.000e-03, eta: 9:03:33, time: 0.542, data_time: 0.001, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.1498, loss: 1.1498, grad_norm: 6.2697 2021-02-11 09:14:03,435 - mmaction - INFO - Epoch [33][2200/3757] lr: 1.000e-03, eta: 9:03:23, time: 0.483, data_time: 0.003, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 1.0362, loss: 1.0362, grad_norm: 5.8365 2021-02-11 09:14:13,036 - mmaction - INFO - Epoch [33][2220/3757] lr: 1.000e-03, eta: 9:03:12, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9094, loss_cls: 1.0889, loss: 1.0889, grad_norm: 5.9552 2021-02-11 09:14:23,146 - mmaction - INFO - Epoch [33][2240/3757] lr: 1.000e-03, eta: 9:03:03, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.0836, loss: 1.0836, grad_norm: 6.2500 2021-02-11 09:14:32,916 - mmaction - INFO - Epoch [33][2260/3757] lr: 1.000e-03, eta: 9:02:52, time: 0.490, data_time: 0.004, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9055, loss_cls: 1.0277, loss: 1.0277, grad_norm: 5.9220 2021-02-11 09:14:43,425 - mmaction - INFO - Epoch [33][2280/3757] lr: 1.000e-03, eta: 9:02:43, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8938, loss_cls: 1.0875, loss: 1.0875, grad_norm: 6.0650 2021-02-11 09:14:53,341 - mmaction - INFO - Epoch [33][2300/3757] lr: 1.000e-03, eta: 9:02:33, time: 0.498, data_time: 0.004, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0477, loss: 1.0477, grad_norm: 5.8873 2021-02-11 09:15:03,599 - mmaction - INFO - Epoch [33][2320/3757] lr: 1.000e-03, eta: 9:02:23, time: 0.511, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 1.0360, loss: 1.0360, grad_norm: 5.8845 2021-02-11 09:15:13,182 - mmaction - INFO - Epoch [33][2340/3757] lr: 1.000e-03, eta: 9:02:13, time: 0.480, data_time: 0.003, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8992, loss_cls: 1.0675, loss: 1.0675, grad_norm: 6.1823 2021-02-11 09:15:23,865 - mmaction - INFO - Epoch [33][2360/3757] lr: 1.000e-03, eta: 9:02:03, time: 0.534, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.1045, loss: 1.1045, grad_norm: 6.2271 2021-02-11 09:15:34,520 - mmaction - INFO - Epoch [33][2380/3757] lr: 1.000e-03, eta: 9:01:54, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1459, loss: 1.1459, grad_norm: 6.2359 2021-02-11 09:15:43,722 - mmaction - INFO - Epoch [33][2400/3757] lr: 1.000e-03, eta: 9:01:43, time: 0.462, data_time: 0.003, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0543, loss: 1.0543, grad_norm: 6.1016 2021-02-11 09:15:54,109 - mmaction - INFO - Epoch [33][2420/3757] lr: 1.000e-03, eta: 9:01:33, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.0976, loss: 1.0976, grad_norm: 6.1764 2021-02-11 09:16:03,998 - mmaction - INFO - Epoch [33][2440/3757] lr: 1.000e-03, eta: 9:01:23, time: 0.495, data_time: 0.002, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0400, loss: 1.0400, grad_norm: 5.9545 2021-02-11 09:16:13,977 - mmaction - INFO - Epoch [33][2460/3757] lr: 1.000e-03, eta: 9:01:14, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.1405, loss: 1.1405, grad_norm: 6.0916 2021-02-11 09:16:24,452 - mmaction - INFO - Epoch [33][2480/3757] lr: 1.000e-03, eta: 9:01:04, time: 0.524, data_time: 0.003, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.0673 2021-02-11 09:16:34,936 - mmaction - INFO - Epoch [33][2500/3757] lr: 1.000e-03, eta: 9:00:54, time: 0.523, data_time: 0.002, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.1366 2021-02-11 09:16:44,657 - mmaction - INFO - Epoch [33][2520/3757] lr: 1.000e-03, eta: 9:00:44, time: 0.488, data_time: 0.003, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8992, loss_cls: 1.1118, loss: 1.1118, grad_norm: 6.0562 2021-02-11 09:16:54,932 - mmaction - INFO - Epoch [33][2540/3757] lr: 1.000e-03, eta: 9:00:34, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.8992, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.0674 2021-02-11 09:17:04,010 - mmaction - INFO - Epoch [33][2560/3757] lr: 1.000e-03, eta: 9:00:24, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0168, loss: 1.0168, grad_norm: 5.8670 2021-02-11 09:17:14,408 - mmaction - INFO - Epoch [33][2580/3757] lr: 1.000e-03, eta: 9:00:14, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1684, loss: 1.1684, grad_norm: 6.3684 2021-02-11 09:17:23,863 - mmaction - INFO - Epoch [33][2600/3757] lr: 1.000e-03, eta: 9:00:04, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8859, loss_cls: 1.1458, loss: 1.1458, grad_norm: 6.2371 2021-02-11 09:17:33,946 - mmaction - INFO - Epoch [33][2620/3757] lr: 1.000e-03, eta: 8:59:54, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1355, loss: 1.1355, grad_norm: 6.1416 2021-02-11 09:17:43,664 - mmaction - INFO - Epoch [33][2640/3757] lr: 1.000e-03, eta: 8:59:44, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.1003, loss: 1.1003, grad_norm: 5.9994 2021-02-11 09:17:53,598 - mmaction - INFO - Epoch [33][2660/3757] lr: 1.000e-03, eta: 8:59:34, time: 0.497, data_time: 0.003, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9008, loss_cls: 1.1028, loss: 1.1028, grad_norm: 6.3751 2021-02-11 09:18:04,549 - mmaction - INFO - Epoch [33][2680/3757] lr: 1.000e-03, eta: 8:59:24, time: 0.546, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0109, loss: 1.0109, grad_norm: 5.8736 2021-02-11 09:18:14,150 - mmaction - INFO - Epoch [33][2700/3757] lr: 1.000e-03, eta: 8:59:14, time: 0.482, data_time: 0.003, memory: 7076, top1_acc: 0.6734, top5_acc: 0.8812, loss_cls: 1.2032, loss: 1.2032, grad_norm: 6.3919 2021-02-11 09:18:24,024 - mmaction - INFO - Epoch [33][2720/3757] lr: 1.000e-03, eta: 8:59:04, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9016, loss_cls: 1.0776, loss: 1.0776, grad_norm: 6.3791 2021-02-11 09:18:35,242 - mmaction - INFO - Epoch [33][2740/3757] lr: 1.000e-03, eta: 8:58:55, time: 0.553, data_time: 0.001, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1653, loss: 1.1653, grad_norm: 6.4703 2021-02-11 09:18:44,189 - mmaction - INFO - Epoch [33][2760/3757] lr: 1.000e-03, eta: 8:58:44, time: 0.455, data_time: 0.009, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8992, loss_cls: 1.1271, loss: 1.1271, grad_norm: 6.2988 2021-02-11 09:18:54,081 - mmaction - INFO - Epoch [33][2780/3757] lr: 1.000e-03, eta: 8:58:34, time: 0.494, data_time: 0.000, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8992, loss_cls: 1.1001, loss: 1.1001, grad_norm: 6.1489 2021-02-11 09:19:03,873 - mmaction - INFO - Epoch [33][2800/3757] lr: 1.000e-03, eta: 8:58:24, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.1590, loss: 1.1590, grad_norm: 6.2161 2021-02-11 09:19:13,496 - mmaction - INFO - Epoch [33][2820/3757] lr: 1.000e-03, eta: 8:58:14, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9055, loss_cls: 1.0563, loss: 1.0563, grad_norm: 6.1843 2021-02-11 09:19:23,678 - mmaction - INFO - Epoch [33][2840/3757] lr: 1.000e-03, eta: 8:58:04, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1013, loss: 1.1013, grad_norm: 6.1949 2021-02-11 09:19:33,118 - mmaction - INFO - Epoch [33][2860/3757] lr: 1.000e-03, eta: 8:57:54, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9102, loss_cls: 1.0778, loss: 1.0778, grad_norm: 6.1748 2021-02-11 09:19:42,651 - mmaction - INFO - Epoch [33][2880/3757] lr: 1.000e-03, eta: 8:57:44, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8984, loss_cls: 1.1143, loss: 1.1143, grad_norm: 6.2654 2021-02-11 09:19:52,491 - mmaction - INFO - Epoch [33][2900/3757] lr: 1.000e-03, eta: 8:57:34, time: 0.493, data_time: 0.003, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8906, loss_cls: 1.1569, loss: 1.1569, grad_norm: 6.2620 2021-02-11 09:20:02,577 - mmaction - INFO - Epoch [33][2920/3757] lr: 1.000e-03, eta: 8:57:24, time: 0.504, data_time: 0.031, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.0200 2021-02-11 09:20:12,360 - mmaction - INFO - Epoch [33][2940/3757] lr: 1.000e-03, eta: 8:57:14, time: 0.490, data_time: 0.090, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0500, loss: 1.0500, grad_norm: 6.0059 2021-02-11 09:20:22,262 - mmaction - INFO - Epoch [33][2960/3757] lr: 1.000e-03, eta: 8:57:04, time: 0.494, data_time: 0.000, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.0835, loss: 1.0835, grad_norm: 6.0926 2021-02-11 09:20:32,430 - mmaction - INFO - Epoch [33][2980/3757] lr: 1.000e-03, eta: 8:56:54, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1989, loss: 1.1989, grad_norm: 6.4160 2021-02-11 09:20:42,648 - mmaction - INFO - Epoch [33][3000/3757] lr: 1.000e-03, eta: 8:56:44, time: 0.511, data_time: 0.002, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1035, loss: 1.1035, grad_norm: 6.0195 2021-02-11 09:20:53,253 - mmaction - INFO - Epoch [33][3020/3757] lr: 1.000e-03, eta: 8:56:35, time: 0.531, data_time: 0.002, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8969, loss_cls: 1.1120, loss: 1.1120, grad_norm: 6.2173 2021-02-11 09:21:02,524 - mmaction - INFO - Epoch [33][3040/3757] lr: 1.000e-03, eta: 8:56:24, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.8969, loss_cls: 1.0756, loss: 1.0756, grad_norm: 5.9686 2021-02-11 09:21:12,632 - mmaction - INFO - Epoch [33][3060/3757] lr: 1.000e-03, eta: 8:56:14, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1980, loss: 1.1980, grad_norm: 6.5260 2021-02-11 09:21:22,159 - mmaction - INFO - Epoch [33][3080/3757] lr: 1.000e-03, eta: 8:56:04, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1188, loss: 1.1188, grad_norm: 6.0934 2021-02-11 09:21:31,851 - mmaction - INFO - Epoch [33][3100/3757] lr: 1.000e-03, eta: 8:55:54, time: 0.484, data_time: 0.030, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.1075, loss: 1.1075, grad_norm: 6.1423 2021-02-11 09:21:41,953 - mmaction - INFO - Epoch [33][3120/3757] lr: 1.000e-03, eta: 8:55:44, time: 0.504, data_time: 0.069, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1412, loss: 1.1412, grad_norm: 6.2269 2021-02-11 09:21:51,714 - mmaction - INFO - Epoch [33][3140/3757] lr: 1.000e-03, eta: 8:55:34, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1453, loss: 1.1453, grad_norm: 6.3406 2021-02-11 09:22:01,887 - mmaction - INFO - Epoch [33][3160/3757] lr: 1.000e-03, eta: 8:55:24, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9031, loss_cls: 1.1007, loss: 1.1007, grad_norm: 6.2088 2021-02-11 09:22:11,565 - mmaction - INFO - Epoch [33][3180/3757] lr: 1.000e-03, eta: 8:55:14, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.0936, loss: 1.0936, grad_norm: 6.0984 2021-02-11 09:22:21,296 - mmaction - INFO - Epoch [33][3200/3757] lr: 1.000e-03, eta: 8:55:04, time: 0.486, data_time: 0.000, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1231, loss: 1.1231, grad_norm: 6.3195 2021-02-11 09:22:30,954 - mmaction - INFO - Epoch [33][3220/3757] lr: 1.000e-03, eta: 8:54:54, time: 0.483, data_time: 0.004, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8961, loss_cls: 1.1201, loss: 1.1201, grad_norm: 6.3793 2021-02-11 09:22:40,847 - mmaction - INFO - Epoch [33][3240/3757] lr: 1.000e-03, eta: 8:54:44, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8984, loss_cls: 1.0786, loss: 1.0786, grad_norm: 6.0573 2021-02-11 09:22:50,479 - mmaction - INFO - Epoch [33][3260/3757] lr: 1.000e-03, eta: 8:54:34, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9086, loss_cls: 1.0345, loss: 1.0345, grad_norm: 6.1255 2021-02-11 09:23:00,321 - mmaction - INFO - Epoch [33][3280/3757] lr: 1.000e-03, eta: 8:54:24, time: 0.494, data_time: 0.003, memory: 7076, top1_acc: 0.7328, top5_acc: 0.8977, loss_cls: 1.0928, loss: 1.0928, grad_norm: 6.2725 2021-02-11 09:23:10,493 - mmaction - INFO - Epoch [33][3300/3757] lr: 1.000e-03, eta: 8:54:14, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.1245, loss: 1.1245, grad_norm: 6.3188 2021-02-11 09:23:19,565 - mmaction - INFO - Epoch [33][3320/3757] lr: 1.000e-03, eta: 8:54:03, time: 0.455, data_time: 0.003, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9078, loss_cls: 1.0634, loss: 1.0634, grad_norm: 6.1224 2021-02-11 09:23:29,756 - mmaction - INFO - Epoch [33][3340/3757] lr: 1.000e-03, eta: 8:53:54, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1242, loss: 1.1242, grad_norm: 6.1124 2021-02-11 09:23:40,196 - mmaction - INFO - Epoch [33][3360/3757] lr: 1.000e-03, eta: 8:53:44, time: 0.522, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.1134, loss: 1.1134, grad_norm: 6.1940 2021-02-11 09:23:51,185 - mmaction - INFO - Epoch [33][3380/3757] lr: 1.000e-03, eta: 8:53:34, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.6773, top5_acc: 0.8930, loss_cls: 1.2375, loss: 1.2375, grad_norm: 6.4638 2021-02-11 09:24:00,278 - mmaction - INFO - Epoch [33][3400/3757] lr: 1.000e-03, eta: 8:53:24, time: 0.472, data_time: 0.019, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1302, loss: 1.1302, grad_norm: 6.1831 2021-02-11 09:24:10,479 - mmaction - INFO - Epoch [33][3420/3757] lr: 1.000e-03, eta: 8:53:14, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8953, loss_cls: 1.1455, loss: 1.1455, grad_norm: 6.4055 2021-02-11 09:24:20,566 - mmaction - INFO - Epoch [33][3440/3757] lr: 1.000e-03, eta: 8:53:04, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0587, loss: 1.0587, grad_norm: 5.8420 2021-02-11 09:24:30,059 - mmaction - INFO - Epoch [33][3460/3757] lr: 1.000e-03, eta: 8:52:54, time: 0.475, data_time: 0.003, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8867, loss_cls: 1.1689, loss: 1.1689, grad_norm: 6.5034 2021-02-11 09:24:40,229 - mmaction - INFO - Epoch [33][3480/3757] lr: 1.000e-03, eta: 8:52:44, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1436, loss: 1.1436, grad_norm: 6.0922 2021-02-11 09:24:50,297 - mmaction - INFO - Epoch [33][3500/3757] lr: 1.000e-03, eta: 8:52:34, time: 0.504, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1150, loss: 1.1150, grad_norm: 6.0374 2021-02-11 09:25:00,899 - mmaction - INFO - Epoch [33][3520/3757] lr: 1.000e-03, eta: 8:52:25, time: 0.530, data_time: 0.002, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.0478, loss: 1.0478, grad_norm: 5.9345 2021-02-11 09:25:10,061 - mmaction - INFO - Epoch [33][3540/3757] lr: 1.000e-03, eta: 8:52:14, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.1918 2021-02-11 09:25:20,719 - mmaction - INFO - Epoch [33][3560/3757] lr: 1.000e-03, eta: 8:52:05, time: 0.530, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1696, loss: 1.1696, grad_norm: 6.3560 2021-02-11 09:25:29,829 - mmaction - INFO - Epoch [33][3580/3757] lr: 1.000e-03, eta: 8:51:54, time: 0.459, data_time: 0.005, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8914, loss_cls: 1.1680, loss: 1.1680, grad_norm: 6.4743 2021-02-11 09:25:39,845 - mmaction - INFO - Epoch [33][3600/3757] lr: 1.000e-03, eta: 8:51:44, time: 0.501, data_time: 0.036, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9039, loss_cls: 1.1008, loss: 1.1008, grad_norm: 6.1402 2021-02-11 09:25:49,824 - mmaction - INFO - Epoch [33][3620/3757] lr: 1.000e-03, eta: 8:51:34, time: 0.498, data_time: 0.035, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.1169, loss: 1.1169, grad_norm: 6.1264 2021-02-11 09:25:59,128 - mmaction - INFO - Epoch [33][3640/3757] lr: 1.000e-03, eta: 8:51:24, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9141, loss_cls: 1.0348, loss: 1.0348, grad_norm: 5.9953 2021-02-11 09:26:09,240 - mmaction - INFO - Epoch [33][3660/3757] lr: 1.000e-03, eta: 8:51:14, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.0749, loss: 1.0749, grad_norm: 6.1242 2021-02-11 09:26:18,570 - mmaction - INFO - Epoch [33][3680/3757] lr: 1.000e-03, eta: 8:51:04, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8961, loss_cls: 1.1517, loss: 1.1517, grad_norm: 6.2464 2021-02-11 09:26:28,923 - mmaction - INFO - Epoch [33][3700/3757] lr: 1.000e-03, eta: 8:50:54, time: 0.520, data_time: 0.004, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9039, loss_cls: 1.0780, loss: 1.0780, grad_norm: 6.0898 2021-02-11 09:26:37,990 - mmaction - INFO - Epoch [33][3720/3757] lr: 1.000e-03, eta: 8:50:44, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.1127, loss: 1.1127, grad_norm: 6.3104 2021-02-11 09:26:49,124 - mmaction - INFO - Epoch [33][3740/3757] lr: 1.000e-03, eta: 8:50:34, time: 0.560, data_time: 0.004, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.0736, loss: 1.0736, grad_norm: 6.0668 2021-02-11 09:29:54,898 - mmaction - INFO - Epoch [34][20/3757] lr: 1.000e-03, eta: 8:51:34, time: 8.474, data_time: 7.987, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9008, loss_cls: 1.0957, loss: 1.0957, grad_norm: 6.1836 2021-02-11 09:30:04,626 - mmaction - INFO - Epoch [34][40/3757] lr: 1.000e-03, eta: 8:51:23, time: 0.488, data_time: 0.040, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.0942, loss: 1.0942, grad_norm: 6.1313 2021-02-11 09:30:14,890 - mmaction - INFO - Epoch [34][60/3757] lr: 1.000e-03, eta: 8:51:14, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9148, loss_cls: 1.0227, loss: 1.0227, grad_norm: 5.9756 2021-02-11 09:30:24,967 - mmaction - INFO - Epoch [34][80/3757] lr: 1.000e-03, eta: 8:51:04, time: 0.504, data_time: 0.002, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1304, loss: 1.1304, grad_norm: 6.0490 2021-02-11 09:30:35,073 - mmaction - INFO - Epoch [34][100/3757] lr: 1.000e-03, eta: 8:50:54, time: 0.505, data_time: 0.005, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9039, loss_cls: 1.0756, loss: 1.0756, grad_norm: 5.9432 2021-02-11 09:30:44,896 - mmaction - INFO - Epoch [34][120/3757] lr: 1.000e-03, eta: 8:50:44, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8969, loss_cls: 1.1286, loss: 1.1286, grad_norm: 6.0985 2021-02-11 09:30:54,264 - mmaction - INFO - Epoch [34][140/3757] lr: 1.000e-03, eta: 8:50:33, time: 0.468, data_time: 0.000, memory: 7076, top1_acc: 0.7109, top5_acc: 0.9039, loss_cls: 1.0616, loss: 1.0616, grad_norm: 5.8413 2021-02-11 09:31:04,385 - mmaction - INFO - Epoch [34][160/3757] lr: 1.000e-03, eta: 8:50:23, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.0738, loss: 1.0738, grad_norm: 6.0341 2021-02-11 09:31:14,483 - mmaction - INFO - Epoch [34][180/3757] lr: 1.000e-03, eta: 8:50:14, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0696, loss: 1.0696, grad_norm: 6.0419 2021-02-11 09:31:23,972 - mmaction - INFO - Epoch [34][200/3757] lr: 1.000e-03, eta: 8:50:03, time: 0.475, data_time: 0.006, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0250, loss: 1.0250, grad_norm: 5.9044 2021-02-11 09:31:34,299 - mmaction - INFO - Epoch [34][220/3757] lr: 1.000e-03, eta: 8:49:53, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7133, top5_acc: 0.9008, loss_cls: 1.0576, loss: 1.0576, grad_norm: 6.1662 2021-02-11 09:31:44,380 - mmaction - INFO - Epoch [34][240/3757] lr: 1.000e-03, eta: 8:49:44, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0742, loss: 1.0742, grad_norm: 6.1207 2021-02-11 09:31:53,582 - mmaction - INFO - Epoch [34][260/3757] lr: 1.000e-03, eta: 8:49:33, time: 0.460, data_time: 0.017, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9141, loss_cls: 1.0495, loss: 1.0495, grad_norm: 6.1662 2021-02-11 09:32:03,529 - mmaction - INFO - Epoch [34][280/3757] lr: 1.000e-03, eta: 8:49:23, time: 0.497, data_time: 0.027, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1138, loss: 1.1138, grad_norm: 6.2072 2021-02-11 09:32:13,306 - mmaction - INFO - Epoch [34][300/3757] lr: 1.000e-03, eta: 8:49:13, time: 0.486, data_time: 0.003, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.2238 2021-02-11 09:32:23,283 - mmaction - INFO - Epoch [34][320/3757] lr: 1.000e-03, eta: 8:49:03, time: 0.501, data_time: 0.028, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9031, loss_cls: 1.0677, loss: 1.0677, grad_norm: 5.9368 2021-02-11 09:32:33,025 - mmaction - INFO - Epoch [34][340/3757] lr: 1.000e-03, eta: 8:48:53, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9016, loss_cls: 1.0867, loss: 1.0867, grad_norm: 6.2010 2021-02-11 09:32:42,810 - mmaction - INFO - Epoch [34][360/3757] lr: 1.000e-03, eta: 8:48:43, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.8914, loss_cls: 1.0952, loss: 1.0952, grad_norm: 6.1459 2021-02-11 09:32:53,079 - mmaction - INFO - Epoch [34][380/3757] lr: 1.000e-03, eta: 8:48:33, time: 0.513, data_time: 0.002, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.1151, loss: 1.1151, grad_norm: 6.1032 2021-02-11 09:33:03,087 - mmaction - INFO - Epoch [34][400/3757] lr: 1.000e-03, eta: 8:48:23, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0546, loss: 1.0546, grad_norm: 6.0305 2021-02-11 09:33:14,097 - mmaction - INFO - Epoch [34][420/3757] lr: 1.000e-03, eta: 8:48:13, time: 0.551, data_time: 0.001, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9031, loss_cls: 1.0972, loss: 1.0972, grad_norm: 6.1629 2021-02-11 09:33:24,707 - mmaction - INFO - Epoch [34][440/3757] lr: 1.000e-03, eta: 8:48:04, time: 0.530, data_time: 0.001, memory: 7076, top1_acc: 0.7102, top5_acc: 0.9102, loss_cls: 1.0894, loss: 1.0894, grad_norm: 6.2577 2021-02-11 09:33:35,056 - mmaction - INFO - Epoch [34][460/3757] lr: 1.000e-03, eta: 8:47:54, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8953, loss_cls: 1.1074, loss: 1.1074, grad_norm: 6.0274 2021-02-11 09:33:43,291 - mmaction - INFO - Epoch [34][480/3757] lr: 1.000e-03, eta: 8:47:43, time: 0.413, data_time: 0.002, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.0942, loss: 1.0942, grad_norm: 6.0595 2021-02-11 09:33:53,400 - mmaction - INFO - Epoch [34][500/3757] lr: 1.000e-03, eta: 8:47:33, time: 0.505, data_time: 0.003, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8961, loss_cls: 1.0671, loss: 1.0671, grad_norm: 6.2369 2021-02-11 09:34:03,397 - mmaction - INFO - Epoch [34][520/3757] lr: 1.000e-03, eta: 8:47:23, time: 0.500, data_time: 0.019, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9031, loss_cls: 1.0923, loss: 1.0923, grad_norm: 6.0772 2021-02-11 09:34:13,209 - mmaction - INFO - Epoch [34][540/3757] lr: 1.000e-03, eta: 8:47:13, time: 0.490, data_time: 0.009, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9086, loss_cls: 1.0583, loss: 1.0583, grad_norm: 5.9417 2021-02-11 09:34:23,285 - mmaction - INFO - Epoch [34][560/3757] lr: 1.000e-03, eta: 8:47:03, time: 0.504, data_time: 0.017, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9000, loss_cls: 1.0800, loss: 1.0800, grad_norm: 6.0728 2021-02-11 09:34:33,089 - mmaction - INFO - Epoch [34][580/3757] lr: 1.000e-03, eta: 8:46:53, time: 0.490, data_time: 0.149, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9086, loss_cls: 1.0758, loss: 1.0758, grad_norm: 6.1690 2021-02-11 09:34:42,900 - mmaction - INFO - Epoch [34][600/3757] lr: 1.000e-03, eta: 8:46:43, time: 0.490, data_time: 0.086, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8961, loss_cls: 1.1062, loss: 1.1062, grad_norm: 6.1405 2021-02-11 09:34:51,933 - mmaction - INFO - Epoch [34][620/3757] lr: 1.000e-03, eta: 8:46:33, time: 0.452, data_time: 0.036, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1213, loss: 1.1213, grad_norm: 6.2712 2021-02-11 09:35:02,778 - mmaction - INFO - Epoch [34][640/3757] lr: 1.000e-03, eta: 8:46:23, time: 0.543, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.1029, loss: 1.1029, grad_norm: 6.1649 2021-02-11 09:35:13,148 - mmaction - INFO - Epoch [34][660/3757] lr: 1.000e-03, eta: 8:46:13, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9117, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.1197 2021-02-11 09:35:22,375 - mmaction - INFO - Epoch [34][680/3757] lr: 1.000e-03, eta: 8:46:03, time: 0.462, data_time: 0.005, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9000, loss_cls: 1.0769, loss: 1.0769, grad_norm: 6.0994 2021-02-11 09:35:31,605 - mmaction - INFO - Epoch [34][700/3757] lr: 1.000e-03, eta: 8:45:52, time: 0.461, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.0793, loss: 1.0793, grad_norm: 6.3161 2021-02-11 09:35:41,876 - mmaction - INFO - Epoch [34][720/3757] lr: 1.000e-03, eta: 8:45:43, time: 0.514, data_time: 0.096, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.0986, loss: 1.0986, grad_norm: 6.2283 2021-02-11 09:35:52,082 - mmaction - INFO - Epoch [34][740/3757] lr: 1.000e-03, eta: 8:45:33, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9094, loss_cls: 1.0768, loss: 1.0768, grad_norm: 6.3577 2021-02-11 09:36:01,384 - mmaction - INFO - Epoch [34][760/3757] lr: 1.000e-03, eta: 8:45:22, time: 0.465, data_time: 0.057, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9681, loss: 0.9681, grad_norm: 5.7184 2021-02-11 09:36:11,515 - mmaction - INFO - Epoch [34][780/3757] lr: 1.000e-03, eta: 8:45:12, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8984, loss_cls: 1.0814, loss: 1.0814, grad_norm: 5.9660 2021-02-11 09:36:22,350 - mmaction - INFO - Epoch [34][800/3757] lr: 1.000e-03, eta: 8:45:03, time: 0.541, data_time: 0.004, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0814, loss: 1.0814, grad_norm: 6.1258 2021-02-11 09:36:30,213 - mmaction - INFO - Epoch [34][820/3757] lr: 1.000e-03, eta: 8:44:52, time: 0.395, data_time: 0.003, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.0851, loss: 1.0851, grad_norm: 6.1543 2021-02-11 09:36:40,748 - mmaction - INFO - Epoch [34][840/3757] lr: 1.000e-03, eta: 8:44:42, time: 0.527, data_time: 0.001, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8992, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.4130 2021-02-11 09:36:50,945 - mmaction - INFO - Epoch [34][860/3757] lr: 1.000e-03, eta: 8:44:32, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0715, loss: 1.0715, grad_norm: 6.1597 2021-02-11 09:37:00,462 - mmaction - INFO - Epoch [34][880/3757] lr: 1.000e-03, eta: 8:44:22, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0670, loss: 1.0670, grad_norm: 6.1936 2021-02-11 09:37:10,450 - mmaction - INFO - Epoch [34][900/3757] lr: 1.000e-03, eta: 8:44:12, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8805, loss_cls: 1.1455, loss: 1.1455, grad_norm: 6.0725 2021-02-11 09:37:20,257 - mmaction - INFO - Epoch [34][920/3757] lr: 1.000e-03, eta: 8:44:02, time: 0.493, data_time: 0.020, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1125, loss: 1.1125, grad_norm: 6.2197 2021-02-11 09:37:30,616 - mmaction - INFO - Epoch [34][940/3757] lr: 1.000e-03, eta: 8:43:52, time: 0.517, data_time: 0.142, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1463, loss: 1.1463, grad_norm: 6.2646 2021-02-11 09:37:40,309 - mmaction - INFO - Epoch [34][960/3757] lr: 1.000e-03, eta: 8:43:42, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.1242, loss: 1.1242, grad_norm: 6.3212 2021-02-11 09:37:49,703 - mmaction - INFO - Epoch [34][980/3757] lr: 1.000e-03, eta: 8:43:32, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9023, loss_cls: 1.0709, loss: 1.0709, grad_norm: 6.1167 2021-02-11 09:37:59,137 - mmaction - INFO - Epoch [34][1000/3757] lr: 1.000e-03, eta: 8:43:21, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9031, loss_cls: 1.0846, loss: 1.0846, grad_norm: 6.0621 2021-02-11 09:38:09,129 - mmaction - INFO - Epoch [34][1020/3757] lr: 1.000e-03, eta: 8:43:11, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.6961, top5_acc: 0.8961, loss_cls: 1.1545, loss: 1.1545, grad_norm: 6.4044 2021-02-11 09:38:19,548 - mmaction - INFO - Epoch [34][1040/3757] lr: 1.000e-03, eta: 8:43:02, time: 0.517, data_time: 0.002, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0765, loss: 1.0765, grad_norm: 6.2144 2021-02-11 09:38:29,219 - mmaction - INFO - Epoch [34][1060/3757] lr: 1.000e-03, eta: 8:42:51, time: 0.487, data_time: 0.005, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9016, loss_cls: 1.0720, loss: 1.0720, grad_norm: 5.9552 2021-02-11 09:38:39,712 - mmaction - INFO - Epoch [34][1080/3757] lr: 1.000e-03, eta: 8:42:42, time: 0.521, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.8961, loss_cls: 1.0402, loss: 1.0402, grad_norm: 5.8224 2021-02-11 09:38:49,088 - mmaction - INFO - Epoch [34][1100/3757] lr: 1.000e-03, eta: 8:42:31, time: 0.472, data_time: 0.005, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9102, loss_cls: 1.0810, loss: 1.0810, grad_norm: 6.1242 2021-02-11 09:38:58,637 - mmaction - INFO - Epoch [34][1120/3757] lr: 1.000e-03, eta: 8:42:21, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9016, loss_cls: 1.0310, loss: 1.0310, grad_norm: 6.0602 2021-02-11 09:39:08,282 - mmaction - INFO - Epoch [34][1140/3757] lr: 1.000e-03, eta: 8:42:11, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.0906 2021-02-11 09:39:17,823 - mmaction - INFO - Epoch [34][1160/3757] lr: 1.000e-03, eta: 8:42:01, time: 0.476, data_time: 0.000, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9117, loss_cls: 1.0503, loss: 1.0503, grad_norm: 6.2372 2021-02-11 09:39:28,197 - mmaction - INFO - Epoch [34][1180/3757] lr: 1.000e-03, eta: 8:41:51, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9070, loss_cls: 1.0689, loss: 1.0689, grad_norm: 6.0112 2021-02-11 09:39:36,846 - mmaction - INFO - Epoch [34][1200/3757] lr: 1.000e-03, eta: 8:41:40, time: 0.434, data_time: 0.067, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1147, loss: 1.1147, grad_norm: 6.1099 2021-02-11 09:39:47,162 - mmaction - INFO - Epoch [34][1220/3757] lr: 1.000e-03, eta: 8:41:31, time: 0.516, data_time: 0.017, memory: 7076, top1_acc: 0.7320, top5_acc: 0.8930, loss_cls: 1.1183, loss: 1.1183, grad_norm: 6.1170 2021-02-11 09:39:56,754 - mmaction - INFO - Epoch [34][1240/3757] lr: 1.000e-03, eta: 8:41:20, time: 0.479, data_time: 0.095, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.1186, loss: 1.1186, grad_norm: 6.3113 2021-02-11 09:40:07,331 - mmaction - INFO - Epoch [34][1260/3757] lr: 1.000e-03, eta: 8:41:11, time: 0.529, data_time: 0.170, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9047, loss_cls: 1.0294, loss: 1.0294, grad_norm: 6.0133 2021-02-11 09:40:16,140 - mmaction - INFO - Epoch [34][1280/3757] lr: 1.000e-03, eta: 8:41:00, time: 0.440, data_time: 0.004, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0438, loss: 1.0438, grad_norm: 6.0798 2021-02-11 09:40:26,148 - mmaction - INFO - Epoch [34][1300/3757] lr: 1.000e-03, eta: 8:40:50, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1708, loss: 1.1708, grad_norm: 6.1503 2021-02-11 09:40:35,609 - mmaction - INFO - Epoch [34][1320/3757] lr: 1.000e-03, eta: 8:40:40, time: 0.474, data_time: 0.011, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9078, loss_cls: 1.0473, loss: 1.0473, grad_norm: 6.1554 2021-02-11 09:40:46,042 - mmaction - INFO - Epoch [34][1340/3757] lr: 1.000e-03, eta: 8:40:30, time: 0.521, data_time: 0.000, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1413, loss: 1.1413, grad_norm: 6.2464 2021-02-11 09:40:55,934 - mmaction - INFO - Epoch [34][1360/3757] lr: 1.000e-03, eta: 8:40:20, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.0990, loss: 1.0990, grad_norm: 6.1018 2021-02-11 09:41:05,817 - mmaction - INFO - Epoch [34][1380/3757] lr: 1.000e-03, eta: 8:40:10, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9016, loss_cls: 1.0830, loss: 1.0830, grad_norm: 6.1189 2021-02-11 09:41:16,180 - mmaction - INFO - Epoch [34][1400/3757] lr: 1.000e-03, eta: 8:40:00, time: 0.517, data_time: 0.003, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9125, loss_cls: 1.0166, loss: 1.0166, grad_norm: 5.8845 2021-02-11 09:41:26,492 - mmaction - INFO - Epoch [34][1420/3757] lr: 1.000e-03, eta: 8:39:50, time: 0.515, data_time: 0.002, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.0952, loss: 1.0952, grad_norm: 6.1124 2021-02-11 09:41:35,850 - mmaction - INFO - Epoch [34][1440/3757] lr: 1.000e-03, eta: 8:39:40, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9117, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.1041 2021-02-11 09:41:44,157 - mmaction - INFO - Epoch [34][1460/3757] lr: 1.000e-03, eta: 8:39:29, time: 0.415, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.9086, loss_cls: 1.1178, loss: 1.1178, grad_norm: 6.2271 2021-02-11 09:41:54,942 - mmaction - INFO - Epoch [34][1480/3757] lr: 1.000e-03, eta: 8:39:20, time: 0.538, data_time: 0.005, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9148, loss_cls: 1.0172, loss: 1.0172, grad_norm: 6.1546 2021-02-11 09:42:04,944 - mmaction - INFO - Epoch [34][1500/3757] lr: 1.000e-03, eta: 8:39:10, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.7320, top5_acc: 0.8898, loss_cls: 1.0750, loss: 1.0750, grad_norm: 6.1468 2021-02-11 09:42:15,280 - mmaction - INFO - Epoch [34][1520/3757] lr: 1.000e-03, eta: 8:39:00, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2490, loss: 1.2490, grad_norm: 6.6564 2021-02-11 09:42:25,567 - mmaction - INFO - Epoch [34][1540/3757] lr: 1.000e-03, eta: 8:38:50, time: 0.515, data_time: 0.012, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1842, loss: 1.1842, grad_norm: 6.4124 2021-02-11 09:42:35,363 - mmaction - INFO - Epoch [34][1560/3757] lr: 1.000e-03, eta: 8:38:40, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9946, loss: 0.9946, grad_norm: 5.8722 2021-02-11 09:42:45,421 - mmaction - INFO - Epoch [34][1580/3757] lr: 1.000e-03, eta: 8:38:30, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1500, loss: 1.1500, grad_norm: 6.1722 2021-02-11 09:42:55,479 - mmaction - INFO - Epoch [34][1600/3757] lr: 1.000e-03, eta: 8:38:20, time: 0.504, data_time: 0.011, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1523, loss: 1.1523, grad_norm: 6.2610 2021-02-11 09:43:05,637 - mmaction - INFO - Epoch [34][1620/3757] lr: 1.000e-03, eta: 8:38:10, time: 0.506, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1304, loss: 1.1304, grad_norm: 6.5116 2021-02-11 09:43:14,697 - mmaction - INFO - Epoch [34][1640/3757] lr: 1.000e-03, eta: 8:38:00, time: 0.455, data_time: 0.003, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.0986, loss: 1.0986, grad_norm: 6.2197 2021-02-11 09:43:25,090 - mmaction - INFO - Epoch [34][1660/3757] lr: 1.000e-03, eta: 8:37:50, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9062, loss_cls: 1.0929, loss: 1.0929, grad_norm: 6.2511 2021-02-11 09:43:34,188 - mmaction - INFO - Epoch [34][1680/3757] lr: 1.000e-03, eta: 8:37:39, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.0970, loss: 1.0970, grad_norm: 6.1153 2021-02-11 09:43:44,042 - mmaction - INFO - Epoch [34][1700/3757] lr: 1.000e-03, eta: 8:37:29, time: 0.493, data_time: 0.002, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9062, loss_cls: 1.0655, loss: 1.0655, grad_norm: 6.1510 2021-02-11 09:43:54,217 - mmaction - INFO - Epoch [34][1720/3757] lr: 1.000e-03, eta: 8:37:20, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8984, loss_cls: 1.1032, loss: 1.1032, grad_norm: 6.3162 2021-02-11 09:44:03,853 - mmaction - INFO - Epoch [34][1740/3757] lr: 1.000e-03, eta: 8:37:09, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9094, loss_cls: 1.0504, loss: 1.0504, grad_norm: 6.0898 2021-02-11 09:44:13,945 - mmaction - INFO - Epoch [34][1760/3757] lr: 1.000e-03, eta: 8:36:59, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1460, loss: 1.1460, grad_norm: 6.1688 2021-02-11 09:44:24,532 - mmaction - INFO - Epoch [34][1780/3757] lr: 1.000e-03, eta: 8:36:50, time: 0.529, data_time: 0.002, memory: 7076, top1_acc: 0.7125, top5_acc: 0.9008, loss_cls: 1.1196, loss: 1.1196, grad_norm: 6.3379 2021-02-11 09:44:34,147 - mmaction - INFO - Epoch [34][1800/3757] lr: 1.000e-03, eta: 8:36:40, time: 0.481, data_time: 0.116, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8945, loss_cls: 1.1155, loss: 1.1155, grad_norm: 6.2699 2021-02-11 09:44:44,747 - mmaction - INFO - Epoch [34][1820/3757] lr: 1.000e-03, eta: 8:36:30, time: 0.530, data_time: 0.038, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1483, loss: 1.1483, grad_norm: 6.2953 2021-02-11 09:44:54,995 - mmaction - INFO - Epoch [34][1840/3757] lr: 1.000e-03, eta: 8:36:20, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.1040, loss: 1.1040, grad_norm: 6.3098 2021-02-11 09:45:05,682 - mmaction - INFO - Epoch [34][1860/3757] lr: 1.000e-03, eta: 8:36:10, time: 0.536, data_time: 0.002, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1486, loss: 1.1486, grad_norm: 6.2748 2021-02-11 09:45:15,297 - mmaction - INFO - Epoch [34][1880/3757] lr: 1.000e-03, eta: 8:36:00, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.0346 2021-02-11 09:45:25,064 - mmaction - INFO - Epoch [34][1900/3757] lr: 1.000e-03, eta: 8:35:50, time: 0.491, data_time: 0.003, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9219, loss_cls: 0.9923, loss: 0.9923, grad_norm: 6.0495 2021-02-11 09:45:34,746 - mmaction - INFO - Epoch [34][1920/3757] lr: 1.000e-03, eta: 8:35:40, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9094, loss_cls: 1.0241, loss: 1.0241, grad_norm: 5.7407 2021-02-11 09:45:45,070 - mmaction - INFO - Epoch [34][1940/3757] lr: 1.000e-03, eta: 8:35:30, time: 0.516, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1248, loss: 1.1248, grad_norm: 6.2408 2021-02-11 09:45:55,465 - mmaction - INFO - Epoch [34][1960/3757] lr: 1.000e-03, eta: 8:35:20, time: 0.520, data_time: 0.002, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 1.0300, loss: 1.0300, grad_norm: 5.9934 2021-02-11 09:46:05,014 - mmaction - INFO - Epoch [34][1980/3757] lr: 1.000e-03, eta: 8:35:10, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0538, loss: 1.0538, grad_norm: 6.1033 2021-02-11 09:46:14,493 - mmaction - INFO - Epoch [34][2000/3757] lr: 1.000e-03, eta: 8:35:00, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8711, loss_cls: 1.2125, loss: 1.2125, grad_norm: 6.4695 2021-02-11 09:46:23,971 - mmaction - INFO - Epoch [34][2020/3757] lr: 1.000e-03, eta: 8:34:50, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0810, loss: 1.0810, grad_norm: 6.2125 2021-02-11 09:46:33,526 - mmaction - INFO - Epoch [34][2040/3757] lr: 1.000e-03, eta: 8:34:39, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1108, loss: 1.1108, grad_norm: 6.3551 2021-02-11 09:46:43,437 - mmaction - INFO - Epoch [34][2060/3757] lr: 1.000e-03, eta: 8:34:29, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7055, top5_acc: 0.9000, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.3050 2021-02-11 09:46:53,722 - mmaction - INFO - Epoch [34][2080/3757] lr: 1.000e-03, eta: 8:34:20, time: 0.515, data_time: 0.070, memory: 7076, top1_acc: 0.6930, top5_acc: 0.8875, loss_cls: 1.1677, loss: 1.1677, grad_norm: 6.3874 2021-02-11 09:47:03,276 - mmaction - INFO - Epoch [34][2100/3757] lr: 1.000e-03, eta: 8:34:09, time: 0.478, data_time: 0.098, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8945, loss_cls: 1.1354, loss: 1.1354, grad_norm: 6.2702 2021-02-11 09:47:12,508 - mmaction - INFO - Epoch [34][2120/3757] lr: 1.000e-03, eta: 8:33:59, time: 0.462, data_time: 0.049, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9000, loss_cls: 1.0841, loss: 1.0841, grad_norm: 6.0967 2021-02-11 09:47:23,095 - mmaction - INFO - Epoch [34][2140/3757] lr: 1.000e-03, eta: 8:33:49, time: 0.529, data_time: 0.141, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8977, loss_cls: 1.0834, loss: 1.0834, grad_norm: 6.0217 2021-02-11 09:47:32,324 - mmaction - INFO - Epoch [34][2160/3757] lr: 1.000e-03, eta: 8:33:39, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8953, loss_cls: 1.1178, loss: 1.1178, grad_norm: 6.2818 2021-02-11 09:47:42,796 - mmaction - INFO - Epoch [34][2180/3757] lr: 1.000e-03, eta: 8:33:29, time: 0.523, data_time: 0.000, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9070, loss_cls: 1.0634, loss: 1.0634, grad_norm: 6.1584 2021-02-11 09:47:52,366 - mmaction - INFO - Epoch [34][2200/3757] lr: 1.000e-03, eta: 8:33:19, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.1757 2021-02-11 09:48:02,252 - mmaction - INFO - Epoch [34][2220/3757] lr: 1.000e-03, eta: 8:33:09, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8984, loss_cls: 1.1006, loss: 1.1006, grad_norm: 6.2303 2021-02-11 09:48:13,213 - mmaction - INFO - Epoch [34][2240/3757] lr: 1.000e-03, eta: 8:32:59, time: 0.547, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8984, loss_cls: 1.0634, loss: 1.0634, grad_norm: 6.1563 2021-02-11 09:48:22,366 - mmaction - INFO - Epoch [34][2260/3757] lr: 1.000e-03, eta: 8:32:49, time: 0.458, data_time: 0.107, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.1027, loss: 1.1027, grad_norm: 6.1109 2021-02-11 09:48:32,502 - mmaction - INFO - Epoch [34][2280/3757] lr: 1.000e-03, eta: 8:32:39, time: 0.507, data_time: 0.018, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9086, loss_cls: 1.0733, loss: 1.0733, grad_norm: 6.2583 2021-02-11 09:48:42,390 - mmaction - INFO - Epoch [34][2300/3757] lr: 1.000e-03, eta: 8:32:29, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9125, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.0206 2021-02-11 09:48:52,147 - mmaction - INFO - Epoch [34][2320/3757] lr: 1.000e-03, eta: 8:32:19, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9156, loss_cls: 0.9963, loss: 0.9963, grad_norm: 5.8950 2021-02-11 09:49:01,904 - mmaction - INFO - Epoch [34][2340/3757] lr: 1.000e-03, eta: 8:32:09, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1509, loss: 1.1509, grad_norm: 6.4354 2021-02-11 09:49:12,174 - mmaction - INFO - Epoch [34][2360/3757] lr: 1.000e-03, eta: 8:31:59, time: 0.513, data_time: 0.002, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9039, loss_cls: 0.9797, loss: 0.9797, grad_norm: 5.8245 2021-02-11 09:49:21,830 - mmaction - INFO - Epoch [34][2380/3757] lr: 1.000e-03, eta: 8:31:49, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9164, loss_cls: 1.0166, loss: 1.0166, grad_norm: 6.2774 2021-02-11 09:49:31,549 - mmaction - INFO - Epoch [34][2400/3757] lr: 1.000e-03, eta: 8:31:39, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1207, loss: 1.1207, grad_norm: 6.3490 2021-02-11 09:49:41,494 - mmaction - INFO - Epoch [34][2420/3757] lr: 1.000e-03, eta: 8:31:29, time: 0.498, data_time: 0.003, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9031, loss_cls: 1.0936, loss: 1.0936, grad_norm: 6.2942 2021-02-11 09:49:50,377 - mmaction - INFO - Epoch [34][2440/3757] lr: 1.000e-03, eta: 8:31:18, time: 0.444, data_time: 0.005, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9047, loss_cls: 1.1058, loss: 1.1058, grad_norm: 6.3082 2021-02-11 09:50:01,116 - mmaction - INFO - Epoch [34][2460/3757] lr: 1.000e-03, eta: 8:31:09, time: 0.537, data_time: 0.001, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9078, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.0598 2021-02-11 09:50:10,334 - mmaction - INFO - Epoch [34][2480/3757] lr: 1.000e-03, eta: 8:30:58, time: 0.461, data_time: 0.026, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.0764, loss: 1.0764, grad_norm: 6.1074 2021-02-11 09:50:20,283 - mmaction - INFO - Epoch [34][2500/3757] lr: 1.000e-03, eta: 8:30:48, time: 0.497, data_time: 0.067, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0725, loss: 1.0725, grad_norm: 6.1481 2021-02-11 09:50:30,281 - mmaction - INFO - Epoch [34][2520/3757] lr: 1.000e-03, eta: 8:30:38, time: 0.500, data_time: 0.076, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9164, loss_cls: 1.0150, loss: 1.0150, grad_norm: 5.9426 2021-02-11 09:50:40,133 - mmaction - INFO - Epoch [34][2540/3757] lr: 1.000e-03, eta: 8:30:28, time: 0.490, data_time: 0.088, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8977, loss_cls: 1.1108, loss: 1.1108, grad_norm: 6.2314 2021-02-11 09:50:50,569 - mmaction - INFO - Epoch [34][2560/3757] lr: 1.000e-03, eta: 8:30:18, time: 0.523, data_time: 0.141, memory: 7076, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.0912, loss: 1.0912, grad_norm: 6.1558 2021-02-11 09:50:59,784 - mmaction - INFO - Epoch [34][2580/3757] lr: 1.000e-03, eta: 8:30:08, time: 0.462, data_time: 0.118, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1327, loss: 1.1327, grad_norm: 6.1320 2021-02-11 09:51:09,628 - mmaction - INFO - Epoch [34][2600/3757] lr: 1.000e-03, eta: 8:29:58, time: 0.488, data_time: 0.023, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9000, loss_cls: 1.0944, loss: 1.0944, grad_norm: 6.2860 2021-02-11 09:51:19,734 - mmaction - INFO - Epoch [34][2620/3757] lr: 1.000e-03, eta: 8:29:48, time: 0.510, data_time: 0.008, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1516, loss: 1.1516, grad_norm: 6.3171 2021-02-11 09:51:30,090 - mmaction - INFO - Epoch [34][2640/3757] lr: 1.000e-03, eta: 8:29:38, time: 0.518, data_time: 0.155, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.0883, loss: 1.0883, grad_norm: 6.2151 2021-02-11 09:51:40,019 - mmaction - INFO - Epoch [34][2660/3757] lr: 1.000e-03, eta: 8:29:28, time: 0.496, data_time: 0.106, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1036, loss: 1.1036, grad_norm: 6.0618 2021-02-11 09:51:49,402 - mmaction - INFO - Epoch [34][2680/3757] lr: 1.000e-03, eta: 8:29:18, time: 0.469, data_time: 0.018, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9141, loss_cls: 1.0141, loss: 1.0141, grad_norm: 6.0723 2021-02-11 09:51:59,607 - mmaction - INFO - Epoch [34][2700/3757] lr: 1.000e-03, eta: 8:29:08, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1367, loss: 1.1367, grad_norm: 6.2454 2021-02-11 09:52:09,652 - mmaction - INFO - Epoch [34][2720/3757] lr: 1.000e-03, eta: 8:28:58, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8977, loss_cls: 1.1294, loss: 1.1294, grad_norm: 6.3123 2021-02-11 09:52:19,678 - mmaction - INFO - Epoch [34][2740/3757] lr: 1.000e-03, eta: 8:28:48, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.5001 2021-02-11 09:52:28,466 - mmaction - INFO - Epoch [34][2760/3757] lr: 1.000e-03, eta: 8:28:38, time: 0.439, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1327, loss: 1.1327, grad_norm: 6.2925 2021-02-11 09:52:38,442 - mmaction - INFO - Epoch [34][2780/3757] lr: 1.000e-03, eta: 8:28:28, time: 0.494, data_time: 0.022, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 0.9832, loss: 0.9832, grad_norm: 5.8258 2021-02-11 09:52:47,210 - mmaction - INFO - Epoch [34][2800/3757] lr: 1.000e-03, eta: 8:28:17, time: 0.443, data_time: 0.016, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9078, loss_cls: 1.0738, loss: 1.0738, grad_norm: 6.1032 2021-02-11 09:52:58,173 - mmaction - INFO - Epoch [34][2820/3757] lr: 1.000e-03, eta: 8:28:08, time: 0.547, data_time: 0.027, memory: 7076, top1_acc: 0.7320, top5_acc: 0.8852, loss_cls: 1.1207, loss: 1.1207, grad_norm: 6.2002 2021-02-11 09:53:07,272 - mmaction - INFO - Epoch [34][2840/3757] lr: 1.000e-03, eta: 8:27:57, time: 0.456, data_time: 0.006, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 0.9896, loss: 0.9896, grad_norm: 6.0081 2021-02-11 09:53:17,511 - mmaction - INFO - Epoch [34][2860/3757] lr: 1.000e-03, eta: 8:27:47, time: 0.512, data_time: 0.106, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1261, loss: 1.1261, grad_norm: 6.3139 2021-02-11 09:53:28,913 - mmaction - INFO - Epoch [34][2880/3757] lr: 1.000e-03, eta: 8:27:38, time: 0.564, data_time: 0.186, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1193, loss: 1.1193, grad_norm: 6.2397 2021-02-11 09:53:37,010 - mmaction - INFO - Epoch [34][2900/3757] lr: 1.000e-03, eta: 8:27:27, time: 0.411, data_time: 0.020, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9008, loss_cls: 1.0643, loss: 1.0643, grad_norm: 6.1623 2021-02-11 09:53:47,644 - mmaction - INFO - Epoch [34][2920/3757] lr: 1.000e-03, eta: 8:27:17, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 1.0407, loss: 1.0407, grad_norm: 5.9466 2021-02-11 09:53:57,848 - mmaction - INFO - Epoch [34][2940/3757] lr: 1.000e-03, eta: 8:27:07, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9086, loss_cls: 1.0394, loss: 1.0394, grad_norm: 6.2264 2021-02-11 09:54:06,696 - mmaction - INFO - Epoch [34][2960/3757] lr: 1.000e-03, eta: 8:26:57, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8844, loss_cls: 1.2171, loss: 1.2171, grad_norm: 6.5705 2021-02-11 09:54:17,344 - mmaction - INFO - Epoch [34][2980/3757] lr: 1.000e-03, eta: 8:26:47, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7031, top5_acc: 0.9023, loss_cls: 1.0840, loss: 1.0840, grad_norm: 6.3511 2021-02-11 09:54:27,763 - mmaction - INFO - Epoch [34][3000/3757] lr: 1.000e-03, eta: 8:26:37, time: 0.520, data_time: 0.002, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 1.0332, loss: 1.0332, grad_norm: 6.2061 2021-02-11 09:54:37,777 - mmaction - INFO - Epoch [34][3020/3757] lr: 1.000e-03, eta: 8:26:28, time: 0.502, data_time: 0.006, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.1358, loss: 1.1358, grad_norm: 6.1880 2021-02-11 09:54:48,037 - mmaction - INFO - Epoch [34][3040/3757] lr: 1.000e-03, eta: 8:26:18, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9023, loss_cls: 1.0631, loss: 1.0631, grad_norm: 6.0941 2021-02-11 09:54:58,197 - mmaction - INFO - Epoch [34][3060/3757] lr: 1.000e-03, eta: 8:26:08, time: 0.507, data_time: 0.105, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1352, loss: 1.1352, grad_norm: 6.1771 2021-02-11 09:55:07,973 - mmaction - INFO - Epoch [34][3080/3757] lr: 1.000e-03, eta: 8:25:58, time: 0.491, data_time: 0.090, memory: 7076, top1_acc: 0.7375, top5_acc: 0.8922, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.0238 2021-02-11 09:55:17,978 - mmaction - INFO - Epoch [34][3100/3757] lr: 1.000e-03, eta: 8:25:48, time: 0.498, data_time: 0.048, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 1.0046, loss: 1.0046, grad_norm: 5.9880 2021-02-11 09:55:28,175 - mmaction - INFO - Epoch [34][3120/3757] lr: 1.000e-03, eta: 8:25:38, time: 0.512, data_time: 0.070, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9016, loss_cls: 1.1081, loss: 1.1081, grad_norm: 6.2726 2021-02-11 09:55:37,554 - mmaction - INFO - Epoch [34][3140/3757] lr: 1.000e-03, eta: 8:25:28, time: 0.469, data_time: 0.011, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9000, loss_cls: 1.1056, loss: 1.1056, grad_norm: 6.2368 2021-02-11 09:55:47,682 - mmaction - INFO - Epoch [34][3160/3757] lr: 1.000e-03, eta: 8:25:18, time: 0.506, data_time: 0.004, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.3098 2021-02-11 09:55:56,960 - mmaction - INFO - Epoch [34][3180/3757] lr: 1.000e-03, eta: 8:25:07, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1735, loss: 1.1735, grad_norm: 6.3879 2021-02-11 09:56:06,913 - mmaction - INFO - Epoch [34][3200/3757] lr: 1.000e-03, eta: 8:24:57, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1286, loss: 1.1286, grad_norm: 6.3228 2021-02-11 09:56:16,778 - mmaction - INFO - Epoch [34][3220/3757] lr: 1.000e-03, eta: 8:24:47, time: 0.498, data_time: 0.005, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9086, loss_cls: 1.0665, loss: 1.0665, grad_norm: 6.2187 2021-02-11 09:56:25,784 - mmaction - INFO - Epoch [34][3240/3757] lr: 1.000e-03, eta: 8:24:37, time: 0.450, data_time: 0.000, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 1.0234, loss: 1.0234, grad_norm: 6.0459 2021-02-11 09:56:36,232 - mmaction - INFO - Epoch [34][3260/3757] lr: 1.000e-03, eta: 8:24:27, time: 0.522, data_time: 0.009, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9016, loss_cls: 1.0485, loss: 1.0485, grad_norm: 6.0724 2021-02-11 09:56:46,081 - mmaction - INFO - Epoch [34][3280/3757] lr: 1.000e-03, eta: 8:24:17, time: 0.493, data_time: 0.003, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0390, loss: 1.0390, grad_norm: 6.0854 2021-02-11 09:56:56,619 - mmaction - INFO - Epoch [34][3300/3757] lr: 1.000e-03, eta: 8:24:07, time: 0.528, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1434, loss: 1.1434, grad_norm: 6.3035 2021-02-11 09:57:06,155 - mmaction - INFO - Epoch [34][3320/3757] lr: 1.000e-03, eta: 8:23:57, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.6953, top5_acc: 0.8852, loss_cls: 1.1879, loss: 1.1879, grad_norm: 6.3950 2021-02-11 09:57:16,148 - mmaction - INFO - Epoch [34][3340/3757] lr: 1.000e-03, eta: 8:23:47, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9109, loss_cls: 0.9792, loss: 0.9792, grad_norm: 5.8867 2021-02-11 09:57:28,441 - mmaction - INFO - Epoch [34][3360/3757] lr: 1.000e-03, eta: 8:23:38, time: 0.617, data_time: 0.004, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1502, loss: 1.1502, grad_norm: 6.0776 2021-02-11 09:57:37,177 - mmaction - INFO - Epoch [34][3380/3757] lr: 1.000e-03, eta: 8:23:28, time: 0.437, data_time: 0.004, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9227, loss_cls: 0.9728, loss: 0.9728, grad_norm: 5.8026 2021-02-11 09:57:46,738 - mmaction - INFO - Epoch [34][3400/3757] lr: 1.000e-03, eta: 8:23:17, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9055, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.1148 2021-02-11 09:57:56,137 - mmaction - INFO - Epoch [34][3420/3757] lr: 1.000e-03, eta: 8:23:07, time: 0.470, data_time: 0.006, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9102, loss_cls: 1.0458, loss: 1.0458, grad_norm: 6.0677 2021-02-11 09:58:05,955 - mmaction - INFO - Epoch [34][3440/3757] lr: 1.000e-03, eta: 8:22:57, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9078, loss_cls: 1.0417, loss: 1.0417, grad_norm: 6.0838 2021-02-11 09:58:16,464 - mmaction - INFO - Epoch [34][3460/3757] lr: 1.000e-03, eta: 8:22:47, time: 0.526, data_time: 0.005, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1410, loss: 1.1410, grad_norm: 6.3064 2021-02-11 09:58:26,080 - mmaction - INFO - Epoch [34][3480/3757] lr: 1.000e-03, eta: 8:22:37, time: 0.481, data_time: 0.002, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1472, loss: 1.1472, grad_norm: 6.3948 2021-02-11 09:58:36,789 - mmaction - INFO - Epoch [34][3500/3757] lr: 1.000e-03, eta: 8:22:27, time: 0.535, data_time: 0.031, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.0988, loss: 1.0988, grad_norm: 6.1059 2021-02-11 09:58:45,411 - mmaction - INFO - Epoch [34][3520/3757] lr: 1.000e-03, eta: 8:22:17, time: 0.431, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1390, loss: 1.1390, grad_norm: 6.2411 2021-02-11 09:58:55,796 - mmaction - INFO - Epoch [34][3540/3757] lr: 1.000e-03, eta: 8:22:07, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1498, loss: 1.1498, grad_norm: 6.5099 2021-02-11 09:59:06,222 - mmaction - INFO - Epoch [34][3560/3757] lr: 1.000e-03, eta: 8:21:57, time: 0.523, data_time: 0.003, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8961, loss_cls: 1.1159, loss: 1.1159, grad_norm: 6.1739 2021-02-11 09:59:15,965 - mmaction - INFO - Epoch [34][3580/3757] lr: 1.000e-03, eta: 8:21:47, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9016, loss_cls: 1.1007, loss: 1.1007, grad_norm: 6.2302 2021-02-11 09:59:25,939 - mmaction - INFO - Epoch [34][3600/3757] lr: 1.000e-03, eta: 8:21:37, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8961, loss_cls: 1.0990, loss: 1.0990, grad_norm: 6.3979 2021-02-11 09:59:35,506 - mmaction - INFO - Epoch [34][3620/3757] lr: 1.000e-03, eta: 8:21:27, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.0684, loss: 1.0684, grad_norm: 6.1655 2021-02-11 09:59:45,506 - mmaction - INFO - Epoch [34][3640/3757] lr: 1.000e-03, eta: 8:21:17, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8984, loss_cls: 1.1138, loss: 1.1138, grad_norm: 6.3525 2021-02-11 09:59:55,052 - mmaction - INFO - Epoch [34][3660/3757] lr: 1.000e-03, eta: 8:21:07, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9016, loss_cls: 1.0612, loss: 1.0612, grad_norm: 6.1109 2021-02-11 10:00:06,845 - mmaction - INFO - Epoch [34][3680/3757] lr: 1.000e-03, eta: 8:20:58, time: 0.584, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8945, loss_cls: 1.1459, loss: 1.1459, grad_norm: 6.5022 2021-02-11 10:00:16,623 - mmaction - INFO - Epoch [34][3700/3757] lr: 1.000e-03, eta: 8:20:48, time: 0.495, data_time: 0.009, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9055, loss_cls: 1.0945, loss: 1.0945, grad_norm: 6.4177 2021-02-11 10:00:26,242 - mmaction - INFO - Epoch [34][3720/3757] lr: 1.000e-03, eta: 8:20:37, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9008, loss_cls: 1.0621, loss: 1.0621, grad_norm: 6.2576 2021-02-11 10:00:36,514 - mmaction - INFO - Epoch [34][3740/3757] lr: 1.000e-03, eta: 8:20:28, time: 0.513, data_time: 0.063, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1981, loss: 1.1981, grad_norm: 6.4540 2021-02-11 10:03:55,263 - mmaction - INFO - Epoch [35][20/3757] lr: 1.000e-03, eta: 8:21:25, time: 8.957, data_time: 8.516, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9039, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.1328 2021-02-11 10:04:05,778 - mmaction - INFO - Epoch [35][40/3757] lr: 1.000e-03, eta: 8:21:15, time: 0.529, data_time: 0.005, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9062, loss_cls: 1.0793, loss: 1.0793, grad_norm: 6.1105 2021-02-11 10:04:15,325 - mmaction - INFO - Epoch [35][60/3757] lr: 1.000e-03, eta: 8:21:05, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9086, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.1039 2021-02-11 10:04:25,439 - mmaction - INFO - Epoch [35][80/3757] lr: 1.000e-03, eta: 8:20:55, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.8898, loss_cls: 1.1000, loss: 1.1000, grad_norm: 6.2986 2021-02-11 10:04:35,629 - mmaction - INFO - Epoch [35][100/3757] lr: 1.000e-03, eta: 8:20:45, time: 0.506, data_time: 0.003, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9117, loss_cls: 1.0278, loss: 1.0278, grad_norm: 6.1343 2021-02-11 10:04:45,827 - mmaction - INFO - Epoch [35][120/3757] lr: 1.000e-03, eta: 8:20:35, time: 0.514, data_time: 0.005, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9055, loss_cls: 1.0614, loss: 1.0614, grad_norm: 6.0992 2021-02-11 10:04:55,005 - mmaction - INFO - Epoch [35][140/3757] lr: 1.000e-03, eta: 8:20:24, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 1.0191, loss: 1.0191, grad_norm: 6.0210 2021-02-11 10:05:05,491 - mmaction - INFO - Epoch [35][160/3757] lr: 1.000e-03, eta: 8:20:15, time: 0.524, data_time: 0.062, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.0103 2021-02-11 10:05:15,715 - mmaction - INFO - Epoch [35][180/3757] lr: 1.000e-03, eta: 8:20:05, time: 0.511, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9584, loss: 0.9584, grad_norm: 5.7527 2021-02-11 10:05:25,405 - mmaction - INFO - Epoch [35][200/3757] lr: 1.000e-03, eta: 8:19:55, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1301, loss: 1.1301, grad_norm: 6.3141 2021-02-11 10:05:34,879 - mmaction - INFO - Epoch [35][220/3757] lr: 1.000e-03, eta: 8:19:44, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9023, loss_cls: 1.0824, loss: 1.0824, grad_norm: 6.1268 2021-02-11 10:05:44,123 - mmaction - INFO - Epoch [35][240/3757] lr: 1.000e-03, eta: 8:19:34, time: 0.465, data_time: 0.006, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0449, loss: 1.0449, grad_norm: 6.0190 2021-02-11 10:05:53,784 - mmaction - INFO - Epoch [35][260/3757] lr: 1.000e-03, eta: 8:19:24, time: 0.483, data_time: 0.003, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0511, loss: 1.0511, grad_norm: 6.1152 2021-02-11 10:06:04,295 - mmaction - INFO - Epoch [35][280/3757] lr: 1.000e-03, eta: 8:19:14, time: 0.525, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9031, loss_cls: 1.0675, loss: 1.0675, grad_norm: 6.0120 2021-02-11 10:06:14,162 - mmaction - INFO - Epoch [35][300/3757] lr: 1.000e-03, eta: 8:19:04, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9078, loss_cls: 1.0955, loss: 1.0955, grad_norm: 6.3708 2021-02-11 10:06:23,600 - mmaction - INFO - Epoch [35][320/3757] lr: 1.000e-03, eta: 8:18:54, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9000, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.1653 2021-02-11 10:06:33,950 - mmaction - INFO - Epoch [35][340/3757] lr: 1.000e-03, eta: 8:18:44, time: 0.522, data_time: 0.006, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.1416 2021-02-11 10:06:43,734 - mmaction - INFO - Epoch [35][360/3757] lr: 1.000e-03, eta: 8:18:34, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1221, loss: 1.1221, grad_norm: 6.1203 2021-02-11 10:06:54,112 - mmaction - INFO - Epoch [35][380/3757] lr: 1.000e-03, eta: 8:18:24, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.1038, loss: 1.1038, grad_norm: 6.3581 2021-02-11 10:07:03,881 - mmaction - INFO - Epoch [35][400/3757] lr: 1.000e-03, eta: 8:18:14, time: 0.490, data_time: 0.003, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9016, loss_cls: 1.0290, loss: 1.0290, grad_norm: 6.1660 2021-02-11 10:07:14,022 - mmaction - INFO - Epoch [35][420/3757] lr: 1.000e-03, eta: 8:18:04, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.0926, loss: 1.0926, grad_norm: 6.2129 2021-02-11 10:07:22,966 - mmaction - INFO - Epoch [35][440/3757] lr: 1.000e-03, eta: 8:17:53, time: 0.447, data_time: 0.021, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9203, loss_cls: 1.0152, loss: 1.0152, grad_norm: 6.1527 2021-02-11 10:07:32,503 - mmaction - INFO - Epoch [35][460/3757] lr: 1.000e-03, eta: 8:17:43, time: 0.477, data_time: 0.003, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9086, loss_cls: 1.0716, loss: 1.0716, grad_norm: 6.2345 2021-02-11 10:07:42,065 - mmaction - INFO - Epoch [35][480/3757] lr: 1.000e-03, eta: 8:17:33, time: 0.478, data_time: 0.019, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 1.0134, loss: 1.0134, grad_norm: 6.2173 2021-02-11 10:07:52,052 - mmaction - INFO - Epoch [35][500/3757] lr: 1.000e-03, eta: 8:17:23, time: 0.497, data_time: 0.021, memory: 7076, top1_acc: 0.7383, top5_acc: 0.8992, loss_cls: 1.0486, loss: 1.0486, grad_norm: 6.0624 2021-02-11 10:08:03,006 - mmaction - INFO - Epoch [35][520/3757] lr: 1.000e-03, eta: 8:17:13, time: 0.549, data_time: 0.064, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8984, loss_cls: 1.1240, loss: 1.1240, grad_norm: 6.3379 2021-02-11 10:08:10,895 - mmaction - INFO - Epoch [35][540/3757] lr: 1.000e-03, eta: 8:17:02, time: 0.394, data_time: 0.030, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9055, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.4345 2021-02-11 10:08:21,404 - mmaction - INFO - Epoch [35][560/3757] lr: 1.000e-03, eta: 8:16:52, time: 0.524, data_time: 0.022, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9016, loss_cls: 1.0911, loss: 1.0911, grad_norm: 6.3399 2021-02-11 10:08:31,718 - mmaction - INFO - Epoch [35][580/3757] lr: 1.000e-03, eta: 8:16:42, time: 0.516, data_time: 0.003, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1079, loss: 1.1079, grad_norm: 6.3459 2021-02-11 10:08:43,806 - mmaction - INFO - Epoch [35][600/3757] lr: 1.000e-03, eta: 8:16:33, time: 0.606, data_time: 0.003, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9008, loss_cls: 1.0844, loss: 1.0844, grad_norm: 6.3310 2021-02-11 10:08:53,953 - mmaction - INFO - Epoch [35][620/3757] lr: 1.000e-03, eta: 8:16:23, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8945, loss_cls: 1.0925, loss: 1.0925, grad_norm: 6.2529 2021-02-11 10:09:04,169 - mmaction - INFO - Epoch [35][640/3757] lr: 1.000e-03, eta: 8:16:14, time: 0.509, data_time: 0.002, memory: 7076, top1_acc: 0.7422, top5_acc: 0.8922, loss_cls: 1.0811, loss: 1.0811, grad_norm: 6.2503 2021-02-11 10:09:14,316 - mmaction - INFO - Epoch [35][660/3757] lr: 1.000e-03, eta: 8:16:04, time: 0.509, data_time: 0.003, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9023, loss_cls: 1.0318, loss: 1.0318, grad_norm: 5.9958 2021-02-11 10:09:23,882 - mmaction - INFO - Epoch [35][680/3757] lr: 1.000e-03, eta: 8:15:53, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0671, loss: 1.0671, grad_norm: 6.0718 2021-02-11 10:09:35,494 - mmaction - INFO - Epoch [35][700/3757] lr: 1.000e-03, eta: 8:15:44, time: 0.579, data_time: 0.002, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9102, loss_cls: 1.0449, loss: 1.0449, grad_norm: 6.2420 2021-02-11 10:09:44,035 - mmaction - INFO - Epoch [35][720/3757] lr: 1.000e-03, eta: 8:15:33, time: 0.429, data_time: 0.003, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1677, loss: 1.1677, grad_norm: 6.5072 2021-02-11 10:09:54,191 - mmaction - INFO - Epoch [35][740/3757] lr: 1.000e-03, eta: 8:15:23, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.1104, loss: 1.1104, grad_norm: 6.2549 2021-02-11 10:10:04,240 - mmaction - INFO - Epoch [35][760/3757] lr: 1.000e-03, eta: 8:15:13, time: 0.504, data_time: 0.003, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9055, loss_cls: 1.0604, loss: 1.0604, grad_norm: 6.2752 2021-02-11 10:10:14,340 - mmaction - INFO - Epoch [35][780/3757] lr: 1.000e-03, eta: 8:15:04, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1825, loss: 1.1825, grad_norm: 6.4866 2021-02-11 10:10:23,900 - mmaction - INFO - Epoch [35][800/3757] lr: 1.000e-03, eta: 8:14:53, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9125, loss_cls: 1.0324, loss: 1.0324, grad_norm: 6.0543 2021-02-11 10:10:33,813 - mmaction - INFO - Epoch [35][820/3757] lr: 1.000e-03, eta: 8:14:43, time: 0.496, data_time: 0.095, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1554, loss: 1.1554, grad_norm: 6.3076 2021-02-11 10:10:43,799 - mmaction - INFO - Epoch [35][840/3757] lr: 1.000e-03, eta: 8:14:33, time: 0.498, data_time: 0.042, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9055, loss_cls: 1.0626, loss: 1.0626, grad_norm: 5.9849 2021-02-11 10:10:53,462 - mmaction - INFO - Epoch [35][860/3757] lr: 1.000e-03, eta: 8:14:23, time: 0.483, data_time: 0.099, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1054, loss: 1.1054, grad_norm: 6.3374 2021-02-11 10:11:03,765 - mmaction - INFO - Epoch [35][880/3757] lr: 1.000e-03, eta: 8:14:13, time: 0.516, data_time: 0.060, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8953, loss_cls: 1.1291, loss: 1.1291, grad_norm: 6.2183 2021-02-11 10:11:13,310 - mmaction - INFO - Epoch [35][900/3757] lr: 1.000e-03, eta: 8:14:03, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0843, loss: 1.0843, grad_norm: 6.2750 2021-02-11 10:11:22,395 - mmaction - INFO - Epoch [35][920/3757] lr: 1.000e-03, eta: 8:13:52, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8992, loss_cls: 1.1059, loss: 1.1059, grad_norm: 6.3501 2021-02-11 10:11:33,096 - mmaction - INFO - Epoch [35][940/3757] lr: 1.000e-03, eta: 8:13:43, time: 0.535, data_time: 0.188, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0627, loss: 1.0627, grad_norm: 6.1553 2021-02-11 10:11:42,795 - mmaction - INFO - Epoch [35][960/3757] lr: 1.000e-03, eta: 8:13:33, time: 0.485, data_time: 0.088, memory: 7076, top1_acc: 0.7133, top5_acc: 0.9055, loss_cls: 1.1116, loss: 1.1116, grad_norm: 6.3578 2021-02-11 10:11:52,491 - mmaction - INFO - Epoch [35][980/3757] lr: 1.000e-03, eta: 8:13:22, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.0829, loss: 1.0829, grad_norm: 6.1565 2021-02-11 10:12:01,742 - mmaction - INFO - Epoch [35][1000/3757] lr: 1.000e-03, eta: 8:13:12, time: 0.463, data_time: 0.013, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0257, loss: 1.0257, grad_norm: 6.0523 2021-02-11 10:12:11,774 - mmaction - INFO - Epoch [35][1020/3757] lr: 1.000e-03, eta: 8:13:02, time: 0.502, data_time: 0.141, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0714, loss: 1.0714, grad_norm: 6.1023 2021-02-11 10:12:22,916 - mmaction - INFO - Epoch [35][1040/3757] lr: 1.000e-03, eta: 8:12:53, time: 0.555, data_time: 0.078, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 0.9858, loss: 0.9858, grad_norm: 5.9140 2021-02-11 10:12:31,031 - mmaction - INFO - Epoch [35][1060/3757] lr: 1.000e-03, eta: 8:12:42, time: 0.408, data_time: 0.026, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9031, loss_cls: 1.0522, loss: 1.0522, grad_norm: 6.0755 2021-02-11 10:12:42,182 - mmaction - INFO - Epoch [35][1080/3757] lr: 1.000e-03, eta: 8:12:32, time: 0.558, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.1719 2021-02-11 10:12:51,220 - mmaction - INFO - Epoch [35][1100/3757] lr: 1.000e-03, eta: 8:12:22, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.1715 2021-02-11 10:13:01,850 - mmaction - INFO - Epoch [35][1120/3757] lr: 1.000e-03, eta: 8:12:12, time: 0.521, data_time: 0.000, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.1353 2021-02-11 10:13:11,554 - mmaction - INFO - Epoch [35][1140/3757] lr: 1.000e-03, eta: 8:12:02, time: 0.496, data_time: 0.014, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8938, loss_cls: 1.1026, loss: 1.1026, grad_norm: 6.1711 2021-02-11 10:13:21,460 - mmaction - INFO - Epoch [35][1160/3757] lr: 1.000e-03, eta: 8:11:52, time: 0.495, data_time: 0.000, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9086, loss_cls: 1.0459, loss: 1.0459, grad_norm: 6.2280 2021-02-11 10:13:31,083 - mmaction - INFO - Epoch [35][1180/3757] lr: 1.000e-03, eta: 8:11:42, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9094, loss_cls: 1.0421, loss: 1.0421, grad_norm: 6.2503 2021-02-11 10:13:41,305 - mmaction - INFO - Epoch [35][1200/3757] lr: 1.000e-03, eta: 8:11:32, time: 0.519, data_time: 0.014, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9047, loss_cls: 1.0512, loss: 1.0512, grad_norm: 6.3775 2021-02-11 10:13:52,029 - mmaction - INFO - Epoch [35][1220/3757] lr: 1.000e-03, eta: 8:11:22, time: 0.535, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.0947, loss: 1.0947, grad_norm: 6.4007 2021-02-11 10:14:00,710 - mmaction - INFO - Epoch [35][1240/3757] lr: 1.000e-03, eta: 8:11:11, time: 0.434, data_time: 0.004, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1228, loss: 1.1228, grad_norm: 6.3090 2021-02-11 10:14:11,914 - mmaction - INFO - Epoch [35][1260/3757] lr: 1.000e-03, eta: 8:11:02, time: 0.561, data_time: 0.002, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9109, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.2607 2021-02-11 10:14:21,110 - mmaction - INFO - Epoch [35][1280/3757] lr: 1.000e-03, eta: 8:10:52, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1260, loss: 1.1260, grad_norm: 6.4055 2021-02-11 10:14:31,520 - mmaction - INFO - Epoch [35][1300/3757] lr: 1.000e-03, eta: 8:10:42, time: 0.521, data_time: 0.001, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0407, loss: 1.0407, grad_norm: 6.2626 2021-02-11 10:14:40,011 - mmaction - INFO - Epoch [35][1320/3757] lr: 1.000e-03, eta: 8:10:31, time: 0.425, data_time: 0.002, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8930, loss_cls: 1.1250, loss: 1.1250, grad_norm: 6.3729 2021-02-11 10:14:51,067 - mmaction - INFO - Epoch [35][1340/3757] lr: 1.000e-03, eta: 8:10:22, time: 0.553, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.0876, loss: 1.0876, grad_norm: 6.2674 2021-02-11 10:15:01,018 - mmaction - INFO - Epoch [35][1360/3757] lr: 1.000e-03, eta: 8:10:11, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0504, loss: 1.0504, grad_norm: 6.1479 2021-02-11 10:15:11,510 - mmaction - INFO - Epoch [35][1380/3757] lr: 1.000e-03, eta: 8:10:02, time: 0.526, data_time: 0.003, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8992, loss_cls: 1.0643, loss: 1.0643, grad_norm: 6.1823 2021-02-11 10:15:20,917 - mmaction - INFO - Epoch [35][1400/3757] lr: 1.000e-03, eta: 8:09:51, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0553, loss: 1.0553, grad_norm: 6.1558 2021-02-11 10:15:30,512 - mmaction - INFO - Epoch [35][1420/3757] lr: 1.000e-03, eta: 8:09:41, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.1059, loss: 1.1059, grad_norm: 6.2363 2021-02-11 10:15:41,861 - mmaction - INFO - Epoch [35][1440/3757] lr: 1.000e-03, eta: 8:09:32, time: 0.567, data_time: 0.029, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 1.0351, loss: 1.0351, grad_norm: 6.1945 2021-02-11 10:15:50,418 - mmaction - INFO - Epoch [35][1460/3757] lr: 1.000e-03, eta: 8:09:21, time: 0.428, data_time: 0.028, memory: 7076, top1_acc: 0.7367, top5_acc: 0.8977, loss_cls: 1.0606, loss: 1.0606, grad_norm: 6.2382 2021-02-11 10:16:01,580 - mmaction - INFO - Epoch [35][1480/3757] lr: 1.000e-03, eta: 8:09:12, time: 0.558, data_time: 0.009, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9008, loss_cls: 1.0873, loss: 1.0873, grad_norm: 6.3378 2021-02-11 10:16:11,514 - mmaction - INFO - Epoch [35][1500/3757] lr: 1.000e-03, eta: 8:09:02, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8758, loss_cls: 1.1702, loss: 1.1702, grad_norm: 6.3730 2021-02-11 10:16:21,266 - mmaction - INFO - Epoch [35][1520/3757] lr: 1.000e-03, eta: 8:08:51, time: 0.487, data_time: 0.000, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 1.0236, loss: 1.0236, grad_norm: 6.0452 2021-02-11 10:16:31,768 - mmaction - INFO - Epoch [35][1540/3757] lr: 1.000e-03, eta: 8:08:42, time: 0.525, data_time: 0.004, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0608, loss: 1.0608, grad_norm: 6.1284 2021-02-11 10:16:41,162 - mmaction - INFO - Epoch [35][1560/3757] lr: 1.000e-03, eta: 8:08:31, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9031, loss_cls: 1.0633, loss: 1.0633, grad_norm: 6.1341 2021-02-11 10:16:51,918 - mmaction - INFO - Epoch [35][1580/3757] lr: 1.000e-03, eta: 8:08:22, time: 0.537, data_time: 0.018, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9133, loss_cls: 1.0710, loss: 1.0710, grad_norm: 6.3163 2021-02-11 10:17:00,949 - mmaction - INFO - Epoch [35][1600/3757] lr: 1.000e-03, eta: 8:08:11, time: 0.452, data_time: 0.019, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1186, loss: 1.1186, grad_norm: 6.5001 2021-02-11 10:17:11,979 - mmaction - INFO - Epoch [35][1620/3757] lr: 1.000e-03, eta: 8:08:02, time: 0.551, data_time: 0.068, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9102, loss_cls: 1.0594, loss: 1.0594, grad_norm: 6.2118 2021-02-11 10:17:21,108 - mmaction - INFO - Epoch [35][1640/3757] lr: 1.000e-03, eta: 8:07:51, time: 0.457, data_time: 0.047, memory: 7076, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.2177, loss: 1.2177, grad_norm: 6.4094 2021-02-11 10:17:31,833 - mmaction - INFO - Epoch [35][1660/3757] lr: 1.000e-03, eta: 8:07:42, time: 0.535, data_time: 0.000, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.1061, loss: 1.1061, grad_norm: 6.4129 2021-02-11 10:17:40,727 - mmaction - INFO - Epoch [35][1680/3757] lr: 1.000e-03, eta: 8:07:31, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8945, loss_cls: 1.1490, loss: 1.1490, grad_norm: 6.2795 2021-02-11 10:17:50,719 - mmaction - INFO - Epoch [35][1700/3757] lr: 1.000e-03, eta: 8:07:21, time: 0.499, data_time: 0.000, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0560, loss: 1.0560, grad_norm: 6.0965 2021-02-11 10:18:00,152 - mmaction - INFO - Epoch [35][1720/3757] lr: 1.000e-03, eta: 8:07:11, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9148, loss_cls: 0.9909, loss: 0.9909, grad_norm: 5.9672 2021-02-11 10:18:10,028 - mmaction - INFO - Epoch [35][1740/3757] lr: 1.000e-03, eta: 8:07:01, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.1134 2021-02-11 10:18:19,993 - mmaction - INFO - Epoch [35][1760/3757] lr: 1.000e-03, eta: 8:06:51, time: 0.500, data_time: 0.004, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.3336 2021-02-11 10:18:29,725 - mmaction - INFO - Epoch [35][1780/3757] lr: 1.000e-03, eta: 8:06:41, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.0949, loss: 1.0949, grad_norm: 6.0817 2021-02-11 10:18:41,135 - mmaction - INFO - Epoch [35][1800/3757] lr: 1.000e-03, eta: 8:06:31, time: 0.568, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9102, loss_cls: 1.0700, loss: 1.0700, grad_norm: 6.2029 2021-02-11 10:18:49,334 - mmaction - INFO - Epoch [35][1820/3757] lr: 1.000e-03, eta: 8:06:20, time: 0.412, data_time: 0.004, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.4275 2021-02-11 10:19:00,561 - mmaction - INFO - Epoch [35][1840/3757] lr: 1.000e-03, eta: 8:06:11, time: 0.562, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1334, loss: 1.1334, grad_norm: 6.4506 2021-02-11 10:19:08,880 - mmaction - INFO - Epoch [35][1860/3757] lr: 1.000e-03, eta: 8:06:00, time: 0.415, data_time: 0.015, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.0923, loss: 1.0923, grad_norm: 6.0671 2021-02-11 10:19:20,460 - mmaction - INFO - Epoch [35][1880/3757] lr: 1.000e-03, eta: 8:05:51, time: 0.578, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0466, loss: 1.0466, grad_norm: 6.0778 2021-02-11 10:19:27,895 - mmaction - INFO - Epoch [35][1900/3757] lr: 1.000e-03, eta: 8:05:40, time: 0.373, data_time: 0.002, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8906, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.5223 2021-02-11 10:19:38,683 - mmaction - INFO - Epoch [35][1920/3757] lr: 1.000e-03, eta: 8:05:30, time: 0.537, data_time: 0.012, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9016, loss_cls: 1.0625, loss: 1.0625, grad_norm: 6.0838 2021-02-11 10:19:48,240 - mmaction - INFO - Epoch [35][1940/3757] lr: 1.000e-03, eta: 8:05:20, time: 0.479, data_time: 0.003, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9000, loss_cls: 1.0860, loss: 1.0860, grad_norm: 6.2796 2021-02-11 10:19:57,550 - mmaction - INFO - Epoch [35][1960/3757] lr: 1.000e-03, eta: 8:05:09, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.9047, loss_cls: 1.0550, loss: 1.0550, grad_norm: 6.2939 2021-02-11 10:20:07,236 - mmaction - INFO - Epoch [35][1980/3757] lr: 1.000e-03, eta: 8:04:59, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1464, loss: 1.1464, grad_norm: 6.3468 2021-02-11 10:20:17,564 - mmaction - INFO - Epoch [35][2000/3757] lr: 1.000e-03, eta: 8:04:49, time: 0.515, data_time: 0.074, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1192, loss: 1.1192, grad_norm: 6.4425 2021-02-11 10:20:27,231 - mmaction - INFO - Epoch [35][2020/3757] lr: 1.000e-03, eta: 8:04:39, time: 0.484, data_time: 0.069, memory: 7076, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0845, loss: 1.0845, grad_norm: 6.1875 2021-02-11 10:20:37,190 - mmaction - INFO - Epoch [35][2040/3757] lr: 1.000e-03, eta: 8:04:29, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8984, loss_cls: 1.0810, loss: 1.0810, grad_norm: 6.2136 2021-02-11 10:20:47,520 - mmaction - INFO - Epoch [35][2060/3757] lr: 1.000e-03, eta: 8:04:19, time: 0.514, data_time: 0.002, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9086, loss_cls: 1.0780, loss: 1.0780, grad_norm: 6.3155 2021-02-11 10:20:57,536 - mmaction - INFO - Epoch [35][2080/3757] lr: 1.000e-03, eta: 8:04:09, time: 0.504, data_time: 0.004, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9008, loss_cls: 1.0546, loss: 1.0546, grad_norm: 6.2752 2021-02-11 10:21:07,385 - mmaction - INFO - Epoch [35][2100/3757] lr: 1.000e-03, eta: 8:03:59, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.3572 2021-02-11 10:21:16,829 - mmaction - INFO - Epoch [35][2120/3757] lr: 1.000e-03, eta: 8:03:49, time: 0.473, data_time: 0.011, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9148, loss_cls: 1.0066, loss: 1.0066, grad_norm: 6.0882 2021-02-11 10:21:27,355 - mmaction - INFO - Epoch [35][2140/3757] lr: 1.000e-03, eta: 8:03:39, time: 0.526, data_time: 0.013, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8938, loss_cls: 1.1343, loss: 1.1343, grad_norm: 6.4610 2021-02-11 10:21:37,061 - mmaction - INFO - Epoch [35][2160/3757] lr: 1.000e-03, eta: 8:03:29, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.9156, loss_cls: 1.0364, loss: 1.0364, grad_norm: 6.3238 2021-02-11 10:21:47,239 - mmaction - INFO - Epoch [35][2180/3757] lr: 1.000e-03, eta: 8:03:19, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8898, loss_cls: 1.1563, loss: 1.1563, grad_norm: 6.4333 2021-02-11 10:21:57,116 - mmaction - INFO - Epoch [35][2200/3757] lr: 1.000e-03, eta: 8:03:09, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1141, loss: 1.1141, grad_norm: 6.4859 2021-02-11 10:22:07,000 - mmaction - INFO - Epoch [35][2220/3757] lr: 1.000e-03, eta: 8:02:59, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8977, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.3148 2021-02-11 10:22:16,506 - mmaction - INFO - Epoch [35][2240/3757] lr: 1.000e-03, eta: 8:02:49, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9008, loss_cls: 1.0854, loss: 1.0854, grad_norm: 6.1939 2021-02-11 10:22:26,521 - mmaction - INFO - Epoch [35][2260/3757] lr: 1.000e-03, eta: 8:02:39, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.9023, loss_cls: 1.0830, loss: 1.0830, grad_norm: 6.3009 2021-02-11 10:22:36,364 - mmaction - INFO - Epoch [35][2280/3757] lr: 1.000e-03, eta: 8:02:29, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9102, loss_cls: 1.0192, loss: 1.0192, grad_norm: 6.1413 2021-02-11 10:22:45,907 - mmaction - INFO - Epoch [35][2300/3757] lr: 1.000e-03, eta: 8:02:18, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1295, loss: 1.1295, grad_norm: 6.3032 2021-02-11 10:22:56,395 - mmaction - INFO - Epoch [35][2320/3757] lr: 1.000e-03, eta: 8:02:09, time: 0.527, data_time: 0.005, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9055, loss_cls: 1.0618, loss: 1.0618, grad_norm: 6.1891 2021-02-11 10:23:05,484 - mmaction - INFO - Epoch [35][2340/3757] lr: 1.000e-03, eta: 8:01:58, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.1261, loss: 1.1261, grad_norm: 6.3443 2021-02-11 10:23:15,900 - mmaction - INFO - Epoch [35][2360/3757] lr: 1.000e-03, eta: 8:01:48, time: 0.521, data_time: 0.008, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9016, loss_cls: 1.0943, loss: 1.0943, grad_norm: 6.2114 2021-02-11 10:23:25,844 - mmaction - INFO - Epoch [35][2380/3757] lr: 1.000e-03, eta: 8:01:38, time: 0.497, data_time: 0.142, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9008, loss_cls: 1.0830, loss: 1.0830, grad_norm: 6.1643 2021-02-11 10:23:35,378 - mmaction - INFO - Epoch [35][2400/3757] lr: 1.000e-03, eta: 8:01:28, time: 0.477, data_time: 0.017, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9133, loss_cls: 1.0752, loss: 1.0752, grad_norm: 6.2920 2021-02-11 10:23:45,050 - mmaction - INFO - Epoch [35][2420/3757] lr: 1.000e-03, eta: 8:01:18, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9031, loss_cls: 1.0878, loss: 1.0878, grad_norm: 6.4416 2021-02-11 10:23:54,916 - mmaction - INFO - Epoch [35][2440/3757] lr: 1.000e-03, eta: 8:01:08, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0706, loss: 1.0706, grad_norm: 6.2881 2021-02-11 10:24:05,094 - mmaction - INFO - Epoch [35][2460/3757] lr: 1.000e-03, eta: 8:00:58, time: 0.509, data_time: 0.004, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8961, loss_cls: 1.1486, loss: 1.1486, grad_norm: 6.4731 2021-02-11 10:24:14,734 - mmaction - INFO - Epoch [35][2480/3757] lr: 1.000e-03, eta: 8:00:48, time: 0.483, data_time: 0.003, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.1071, loss: 1.1071, grad_norm: 6.4149 2021-02-11 10:24:24,260 - mmaction - INFO - Epoch [35][2500/3757] lr: 1.000e-03, eta: 8:00:37, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0225, loss: 1.0225, grad_norm: 6.1582 2021-02-11 10:24:34,347 - mmaction - INFO - Epoch [35][2520/3757] lr: 1.000e-03, eta: 8:00:27, time: 0.504, data_time: 0.002, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 1.0116, loss: 1.0116, grad_norm: 6.2343 2021-02-11 10:24:45,042 - mmaction - INFO - Epoch [35][2540/3757] lr: 1.000e-03, eta: 8:00:18, time: 0.534, data_time: 0.002, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1332, loss: 1.1332, grad_norm: 6.5007 2021-02-11 10:24:53,600 - mmaction - INFO - Epoch [35][2560/3757] lr: 1.000e-03, eta: 8:00:07, time: 0.429, data_time: 0.029, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9086, loss_cls: 1.0511, loss: 1.0511, grad_norm: 6.1353 2021-02-11 10:25:04,387 - mmaction - INFO - Epoch [35][2580/3757] lr: 1.000e-03, eta: 7:59:57, time: 0.539, data_time: 0.090, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1597, loss: 1.1597, grad_norm: 6.4040 2021-02-11 10:25:14,476 - mmaction - INFO - Epoch [35][2600/3757] lr: 1.000e-03, eta: 7:59:47, time: 0.504, data_time: 0.124, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.2703 2021-02-11 10:25:23,790 - mmaction - INFO - Epoch [35][2620/3757] lr: 1.000e-03, eta: 7:59:37, time: 0.466, data_time: 0.044, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9055, loss_cls: 1.0588, loss: 1.0588, grad_norm: 6.1165 2021-02-11 10:25:33,033 - mmaction - INFO - Epoch [35][2640/3757] lr: 1.000e-03, eta: 7:59:27, time: 0.462, data_time: 0.013, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9016, loss_cls: 1.0677, loss: 1.0677, grad_norm: 6.2261 2021-02-11 10:25:43,227 - mmaction - INFO - Epoch [35][2660/3757] lr: 1.000e-03, eta: 7:59:17, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9023, loss_cls: 1.0735, loss: 1.0735, grad_norm: 6.1057 2021-02-11 10:25:53,126 - mmaction - INFO - Epoch [35][2680/3757] lr: 1.000e-03, eta: 7:59:07, time: 0.495, data_time: 0.002, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8977, loss_cls: 1.0873, loss: 1.0873, grad_norm: 6.3560 2021-02-11 10:26:02,633 - mmaction - INFO - Epoch [35][2700/3757] lr: 1.000e-03, eta: 7:58:57, time: 0.475, data_time: 0.048, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9031, loss_cls: 1.0531, loss: 1.0531, grad_norm: 6.2015 2021-02-11 10:26:12,538 - mmaction - INFO - Epoch [35][2720/3757] lr: 1.000e-03, eta: 7:58:47, time: 0.495, data_time: 0.025, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.3268 2021-02-11 10:26:22,366 - mmaction - INFO - Epoch [35][2740/3757] lr: 1.000e-03, eta: 7:58:36, time: 0.491, data_time: 0.012, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1389, loss: 1.1389, grad_norm: 6.3758 2021-02-11 10:26:32,685 - mmaction - INFO - Epoch [35][2760/3757] lr: 1.000e-03, eta: 7:58:27, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9055, loss_cls: 1.0815, loss: 1.0815, grad_norm: 6.1904 2021-02-11 10:26:41,935 - mmaction - INFO - Epoch [35][2780/3757] lr: 1.000e-03, eta: 7:58:16, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 0.9879, loss: 0.9879, grad_norm: 5.9571 2021-02-11 10:26:52,407 - mmaction - INFO - Epoch [35][2800/3757] lr: 1.000e-03, eta: 7:58:06, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0741, loss: 1.0741, grad_norm: 6.1991 2021-02-11 10:27:01,226 - mmaction - INFO - Epoch [35][2820/3757] lr: 1.000e-03, eta: 7:57:56, time: 0.441, data_time: 0.002, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1666, loss: 1.1666, grad_norm: 6.3035 2021-02-11 10:27:11,838 - mmaction - INFO - Epoch [35][2840/3757] lr: 1.000e-03, eta: 7:57:46, time: 0.530, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8945, loss_cls: 1.1271, loss: 1.1271, grad_norm: 6.4896 2021-02-11 10:27:21,034 - mmaction - INFO - Epoch [35][2860/3757] lr: 1.000e-03, eta: 7:57:36, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 0.9740, loss: 0.9740, grad_norm: 5.9591 2021-02-11 10:27:30,780 - mmaction - INFO - Epoch [35][2880/3757] lr: 1.000e-03, eta: 7:57:26, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.8969, loss_cls: 1.0539, loss: 1.0539, grad_norm: 6.1125 2021-02-11 10:27:41,427 - mmaction - INFO - Epoch [35][2900/3757] lr: 1.000e-03, eta: 7:57:16, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1547, loss: 1.1547, grad_norm: 6.3204 2021-02-11 10:27:51,426 - mmaction - INFO - Epoch [35][2920/3757] lr: 1.000e-03, eta: 7:57:06, time: 0.501, data_time: 0.003, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1069, loss: 1.1069, grad_norm: 6.0904 2021-02-11 10:28:02,035 - mmaction - INFO - Epoch [35][2940/3757] lr: 1.000e-03, eta: 7:56:56, time: 0.526, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8898, loss_cls: 1.1601, loss: 1.1601, grad_norm: 6.5938 2021-02-11 10:28:11,074 - mmaction - INFO - Epoch [35][2960/3757] lr: 1.000e-03, eta: 7:56:46, time: 0.456, data_time: 0.025, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0614, loss: 1.0614, grad_norm: 6.1797 2021-02-11 10:28:21,346 - mmaction - INFO - Epoch [35][2980/3757] lr: 1.000e-03, eta: 7:56:36, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8984, loss_cls: 1.1195, loss: 1.1195, grad_norm: 6.3830 2021-02-11 10:28:31,895 - mmaction - INFO - Epoch [35][3000/3757] lr: 1.000e-03, eta: 7:56:26, time: 0.527, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9094, loss_cls: 1.0736, loss: 1.0736, grad_norm: 6.4221 2021-02-11 10:28:40,321 - mmaction - INFO - Epoch [35][3020/3757] lr: 1.000e-03, eta: 7:56:15, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9008, loss_cls: 1.1132, loss: 1.1132, grad_norm: 6.3218 2021-02-11 10:28:51,330 - mmaction - INFO - Epoch [35][3040/3757] lr: 1.000e-03, eta: 7:56:06, time: 0.549, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0575, loss: 1.0575, grad_norm: 6.2238 2021-02-11 10:29:00,540 - mmaction - INFO - Epoch [35][3060/3757] lr: 1.000e-03, eta: 7:55:55, time: 0.462, data_time: 0.020, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.1665, loss: 1.1665, grad_norm: 6.3795 2021-02-11 10:29:12,482 - mmaction - INFO - Epoch [35][3080/3757] lr: 1.000e-03, eta: 7:55:46, time: 0.593, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.1933 2021-02-11 10:29:20,713 - mmaction - INFO - Epoch [35][3100/3757] lr: 1.000e-03, eta: 7:55:35, time: 0.415, data_time: 0.021, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1331, loss: 1.1331, grad_norm: 6.4247 2021-02-11 10:29:30,441 - mmaction - INFO - Epoch [35][3120/3757] lr: 1.000e-03, eta: 7:55:25, time: 0.487, data_time: 0.049, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0660, loss: 1.0660, grad_norm: 6.1503 2021-02-11 10:29:40,517 - mmaction - INFO - Epoch [35][3140/3757] lr: 1.000e-03, eta: 7:55:15, time: 0.503, data_time: 0.017, memory: 7076, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.1830, loss: 1.1830, grad_norm: 6.5332 2021-02-11 10:29:51,561 - mmaction - INFO - Epoch [35][3160/3757] lr: 1.000e-03, eta: 7:55:06, time: 0.553, data_time: 0.055, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9141, loss_cls: 0.9888, loss: 0.9888, grad_norm: 5.9720 2021-02-11 10:30:00,374 - mmaction - INFO - Epoch [35][3180/3757] lr: 1.000e-03, eta: 7:54:55, time: 0.441, data_time: 0.022, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9008, loss_cls: 1.1099, loss: 1.1099, grad_norm: 6.1607 2021-02-11 10:30:10,795 - mmaction - INFO - Epoch [35][3200/3757] lr: 1.000e-03, eta: 7:54:45, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.7102, top5_acc: 0.9047, loss_cls: 1.0458, loss: 1.0458, grad_norm: 6.1903 2021-02-11 10:30:19,989 - mmaction - INFO - Epoch [35][3220/3757] lr: 1.000e-03, eta: 7:54:35, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9047, loss_cls: 1.0688, loss: 1.0688, grad_norm: 6.3029 2021-02-11 10:30:31,026 - mmaction - INFO - Epoch [35][3240/3757] lr: 1.000e-03, eta: 7:54:25, time: 0.552, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9148, loss_cls: 1.0571, loss: 1.0571, grad_norm: 6.4460 2021-02-11 10:30:39,141 - mmaction - INFO - Epoch [35][3260/3757] lr: 1.000e-03, eta: 7:54:15, time: 0.406, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9031, loss_cls: 1.0572, loss: 1.0572, grad_norm: 6.2818 2021-02-11 10:30:49,115 - mmaction - INFO - Epoch [35][3280/3757] lr: 1.000e-03, eta: 7:54:05, time: 0.498, data_time: 0.000, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1422, loss: 1.1422, grad_norm: 6.3925 2021-02-11 10:30:58,511 - mmaction - INFO - Epoch [35][3300/3757] lr: 1.000e-03, eta: 7:53:54, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9023, loss_cls: 1.1068, loss: 1.1068, grad_norm: 6.3474 2021-02-11 10:31:08,862 - mmaction - INFO - Epoch [35][3320/3757] lr: 1.000e-03, eta: 7:53:44, time: 0.517, data_time: 0.002, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0555, loss: 1.0555, grad_norm: 6.2154 2021-02-11 10:31:18,655 - mmaction - INFO - Epoch [35][3340/3757] lr: 1.000e-03, eta: 7:53:34, time: 0.491, data_time: 0.032, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8969, loss_cls: 1.1303, loss: 1.1303, grad_norm: 6.2923 2021-02-11 10:31:28,550 - mmaction - INFO - Epoch [35][3360/3757] lr: 1.000e-03, eta: 7:53:24, time: 0.494, data_time: 0.120, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.4311 2021-02-11 10:31:38,057 - mmaction - INFO - Epoch [35][3380/3757] lr: 1.000e-03, eta: 7:53:14, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.9016, loss_cls: 1.1174, loss: 1.1174, grad_norm: 6.5031 2021-02-11 10:31:48,741 - mmaction - INFO - Epoch [35][3400/3757] lr: 1.000e-03, eta: 7:53:04, time: 0.535, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9008, loss_cls: 1.1094, loss: 1.1094, grad_norm: 6.2951 2021-02-11 10:31:58,287 - mmaction - INFO - Epoch [35][3420/3757] lr: 1.000e-03, eta: 7:52:54, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9016, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.3333 2021-02-11 10:32:08,188 - mmaction - INFO - Epoch [35][3440/3757] lr: 1.000e-03, eta: 7:52:44, time: 0.495, data_time: 0.022, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8836, loss_cls: 1.1151, loss: 1.1151, grad_norm: 6.4525 2021-02-11 10:32:17,620 - mmaction - INFO - Epoch [35][3460/3757] lr: 1.000e-03, eta: 7:52:34, time: 0.472, data_time: 0.008, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.2781 2021-02-11 10:32:26,712 - mmaction - INFO - Epoch [35][3480/3757] lr: 1.000e-03, eta: 7:52:23, time: 0.455, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1463, loss: 1.1463, grad_norm: 6.2758 2021-02-11 10:32:37,210 - mmaction - INFO - Epoch [35][3500/3757] lr: 1.000e-03, eta: 7:52:14, time: 0.525, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8969, loss_cls: 1.1658, loss: 1.1658, grad_norm: 6.5263 2021-02-11 10:32:47,132 - mmaction - INFO - Epoch [35][3520/3757] lr: 1.000e-03, eta: 7:52:04, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1451, loss: 1.1451, grad_norm: 6.2540 2021-02-11 10:32:56,741 - mmaction - INFO - Epoch [35][3540/3757] lr: 1.000e-03, eta: 7:51:53, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.0856, loss: 1.0856, grad_norm: 6.1928 2021-02-11 10:33:10,107 - mmaction - INFO - Epoch [35][3560/3757] lr: 1.000e-03, eta: 7:51:44, time: 0.606, data_time: 0.044, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.0862, loss: 1.0862, grad_norm: 6.1251 2021-02-11 10:33:21,431 - mmaction - INFO - Epoch [35][3580/3757] lr: 1.000e-03, eta: 7:51:35, time: 0.628, data_time: 0.067, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9117, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.2347 2021-02-11 10:33:32,160 - mmaction - INFO - Epoch [35][3600/3757] lr: 1.000e-03, eta: 7:51:26, time: 0.537, data_time: 0.002, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9008, loss_cls: 1.0597, loss: 1.0597, grad_norm: 6.2973 2021-02-11 10:33:40,018 - mmaction - INFO - Epoch [35][3620/3757] lr: 1.000e-03, eta: 7:51:15, time: 0.393, data_time: 0.001, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8852, loss_cls: 1.1804, loss: 1.1804, grad_norm: 6.3619 2021-02-11 10:33:50,389 - mmaction - INFO - Epoch [35][3640/3757] lr: 1.000e-03, eta: 7:51:05, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 1.0121, loss: 1.0121, grad_norm: 6.0864 2021-02-11 10:34:00,776 - mmaction - INFO - Epoch [35][3660/3757] lr: 1.000e-03, eta: 7:50:55, time: 0.522, data_time: 0.051, memory: 7076, top1_acc: 0.7375, top5_acc: 0.8953, loss_cls: 1.0260, loss: 1.0260, grad_norm: 6.1920 2021-02-11 10:34:10,461 - mmaction - INFO - Epoch [35][3680/3757] lr: 1.000e-03, eta: 7:50:45, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0917, loss: 1.0917, grad_norm: 6.2433 2021-02-11 10:34:19,938 - mmaction - INFO - Epoch [35][3700/3757] lr: 1.000e-03, eta: 7:50:35, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1341, loss: 1.1341, grad_norm: 6.4145 2021-02-11 10:34:29,268 - mmaction - INFO - Epoch [35][3720/3757] lr: 1.000e-03, eta: 7:50:24, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8883, loss_cls: 1.1823, loss: 1.1823, grad_norm: 6.6249 2021-02-11 10:34:39,615 - mmaction - INFO - Epoch [35][3740/3757] lr: 1.000e-03, eta: 7:50:14, time: 0.517, data_time: 0.002, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1390, loss: 1.1390, grad_norm: 6.4179 2021-02-11 10:34:57,469 - mmaction - INFO - Saving checkpoint at 35 epochs 2021-02-11 10:39:13,775 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-02-11 10:39:14,533 - mmaction - INFO - top1_acc 0.6932 top5_acc 0.8890 2021-02-11 10:39:14,533 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-02-11 10:39:14,572 - mmaction - INFO - mean_acc 0.6931 2021-02-11 10:39:14,579 - mmaction - INFO - Epoch(val) [35][3757] top1_acc: 0.6932, top5_acc: 0.8890, mean_class_accuracy: 0.6931 2021-02-11 10:41:14,198 - mmaction - INFO - Epoch [36][20/3757] lr: 1.000e-03, eta: 7:50:39, time: 5.973, data_time: 5.410, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9094, loss_cls: 1.0758, loss: 1.0758, grad_norm: 6.4141 2021-02-11 10:41:24,262 - mmaction - INFO - Epoch [36][40/3757] lr: 1.000e-03, eta: 7:50:29, time: 0.505, data_time: 0.005, memory: 7076, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.0436, loss: 1.0436, grad_norm: 6.0093 2021-02-11 10:41:33,776 - mmaction - INFO - Epoch [36][60/3757] lr: 1.000e-03, eta: 7:50:19, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0757, loss: 1.0757, grad_norm: 6.2078 2021-02-11 10:41:43,400 - mmaction - INFO - Epoch [36][80/3757] lr: 1.000e-03, eta: 7:50:09, time: 0.480, data_time: 0.011, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1148, loss: 1.1148, grad_norm: 6.3388 2021-02-11 10:41:52,839 - mmaction - INFO - Epoch [36][100/3757] lr: 1.000e-03, eta: 7:49:58, time: 0.473, data_time: 0.030, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9039, loss_cls: 1.0945, loss: 1.0945, grad_norm: 6.3112 2021-02-11 10:42:03,094 - mmaction - INFO - Epoch [36][120/3757] lr: 1.000e-03, eta: 7:49:49, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9047, loss_cls: 1.0936, loss: 1.0936, grad_norm: 6.3891 2021-02-11 10:42:13,008 - mmaction - INFO - Epoch [36][140/3757] lr: 1.000e-03, eta: 7:49:38, time: 0.496, data_time: 0.004, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8969, loss_cls: 1.1130, loss: 1.1130, grad_norm: 6.2633 2021-02-11 10:42:22,511 - mmaction - INFO - Epoch [36][160/3757] lr: 1.000e-03, eta: 7:49:28, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9211, loss_cls: 0.9986, loss: 0.9986, grad_norm: 6.0662 2021-02-11 10:42:33,767 - mmaction - INFO - Epoch [36][180/3757] lr: 1.000e-03, eta: 7:49:19, time: 0.563, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9055, loss_cls: 1.0622, loss: 1.0622, grad_norm: 6.3624 2021-02-11 10:42:42,167 - mmaction - INFO - Epoch [36][200/3757] lr: 1.000e-03, eta: 7:49:08, time: 0.420, data_time: 0.051, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8977, loss_cls: 1.0556, loss: 1.0556, grad_norm: 6.0721 2021-02-11 10:42:52,825 - mmaction - INFO - Epoch [36][220/3757] lr: 1.000e-03, eta: 7:48:58, time: 0.533, data_time: 0.004, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.0401 2021-02-11 10:43:01,300 - mmaction - INFO - Epoch [36][240/3757] lr: 1.000e-03, eta: 7:48:48, time: 0.424, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 1.0122, loss: 1.0122, grad_norm: 6.2998 2021-02-11 10:43:10,862 - mmaction - INFO - Epoch [36][260/3757] lr: 1.000e-03, eta: 7:48:37, time: 0.478, data_time: 0.030, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9023, loss_cls: 1.0916, loss: 1.0916, grad_norm: 6.2788 2021-02-11 10:43:21,612 - mmaction - INFO - Epoch [36][280/3757] lr: 1.000e-03, eta: 7:48:28, time: 0.538, data_time: 0.030, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0166, loss: 1.0166, grad_norm: 6.1511 2021-02-11 10:43:31,783 - mmaction - INFO - Epoch [36][300/3757] lr: 1.000e-03, eta: 7:48:18, time: 0.507, data_time: 0.105, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.0932, loss: 1.0932, grad_norm: 6.5788 2021-02-11 10:43:41,270 - mmaction - INFO - Epoch [36][320/3757] lr: 1.000e-03, eta: 7:48:07, time: 0.475, data_time: 0.131, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0442, loss: 1.0442, grad_norm: 6.2935 2021-02-11 10:43:50,973 - mmaction - INFO - Epoch [36][340/3757] lr: 1.000e-03, eta: 7:47:57, time: 0.485, data_time: 0.111, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9094, loss_cls: 1.0409, loss: 1.0409, grad_norm: 6.2549 2021-02-11 10:44:00,893 - mmaction - INFO - Epoch [36][360/3757] lr: 1.000e-03, eta: 7:47:47, time: 0.496, data_time: 0.004, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.2454 2021-02-11 10:44:10,333 - mmaction - INFO - Epoch [36][380/3757] lr: 1.000e-03, eta: 7:47:37, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8898, loss_cls: 1.1269, loss: 1.1269, grad_norm: 6.4562 2021-02-11 10:44:20,339 - mmaction - INFO - Epoch [36][400/3757] lr: 1.000e-03, eta: 7:47:27, time: 0.506, data_time: 0.149, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 1.0226, loss: 1.0226, grad_norm: 6.1764 2021-02-11 10:44:29,755 - mmaction - INFO - Epoch [36][420/3757] lr: 1.000e-03, eta: 7:47:17, time: 0.471, data_time: 0.111, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9094, loss_cls: 1.0385, loss: 1.0385, grad_norm: 6.1466 2021-02-11 10:44:39,956 - mmaction - INFO - Epoch [36][440/3757] lr: 1.000e-03, eta: 7:47:07, time: 0.508, data_time: 0.147, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1142, loss: 1.1142, grad_norm: 6.3565 2021-02-11 10:44:48,851 - mmaction - INFO - Epoch [36][460/3757] lr: 1.000e-03, eta: 7:46:56, time: 0.447, data_time: 0.012, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0524, loss: 1.0524, grad_norm: 6.1191 2021-02-11 10:44:59,323 - mmaction - INFO - Epoch [36][480/3757] lr: 1.000e-03, eta: 7:46:46, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.1135, loss: 1.1135, grad_norm: 6.3954 2021-02-11 10:45:08,896 - mmaction - INFO - Epoch [36][500/3757] lr: 1.000e-03, eta: 7:46:36, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0636, loss: 1.0636, grad_norm: 6.2028 2021-02-11 10:45:19,709 - mmaction - INFO - Epoch [36][520/3757] lr: 1.000e-03, eta: 7:46:26, time: 0.540, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.0807, loss: 1.0807, grad_norm: 6.2532 2021-02-11 10:45:28,854 - mmaction - INFO - Epoch [36][540/3757] lr: 1.000e-03, eta: 7:46:16, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.1295, loss: 1.1295, grad_norm: 6.4733 2021-02-11 10:45:38,107 - mmaction - INFO - Epoch [36][560/3757] lr: 1.000e-03, eta: 7:46:06, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0753, loss: 1.0753, grad_norm: 6.3242 2021-02-11 10:45:48,286 - mmaction - INFO - Epoch [36][580/3757] lr: 1.000e-03, eta: 7:45:56, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0362, loss: 1.0362, grad_norm: 6.2176 2021-02-11 10:45:57,967 - mmaction - INFO - Epoch [36][600/3757] lr: 1.000e-03, eta: 7:45:46, time: 0.486, data_time: 0.004, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0772, loss: 1.0772, grad_norm: 6.3507 2021-02-11 10:46:06,774 - mmaction - INFO - Epoch [36][620/3757] lr: 1.000e-03, eta: 7:45:35, time: 0.440, data_time: 0.004, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9016, loss_cls: 1.0236, loss: 1.0236, grad_norm: 6.2185 2021-02-11 10:46:17,672 - mmaction - INFO - Epoch [36][640/3757] lr: 1.000e-03, eta: 7:45:25, time: 0.544, data_time: 0.148, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.1070, loss: 1.1070, grad_norm: 6.3958 2021-02-11 10:46:27,498 - mmaction - INFO - Epoch [36][660/3757] lr: 1.000e-03, eta: 7:45:15, time: 0.491, data_time: 0.057, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9102, loss_cls: 1.0241, loss: 1.0241, grad_norm: 6.2752 2021-02-11 10:46:37,943 - mmaction - INFO - Epoch [36][680/3757] lr: 1.000e-03, eta: 7:45:05, time: 0.522, data_time: 0.082, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9070, loss_cls: 1.0542, loss: 1.0542, grad_norm: 6.4673 2021-02-11 10:46:47,520 - mmaction - INFO - Epoch [36][700/3757] lr: 1.000e-03, eta: 7:44:55, time: 0.480, data_time: 0.012, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.0694, loss: 1.0694, grad_norm: 6.2487 2021-02-11 10:46:57,542 - mmaction - INFO - Epoch [36][720/3757] lr: 1.000e-03, eta: 7:44:45, time: 0.501, data_time: 0.030, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8984, loss_cls: 1.1065, loss: 1.1065, grad_norm: 6.4384 2021-02-11 10:47:06,807 - mmaction - INFO - Epoch [36][740/3757] lr: 1.000e-03, eta: 7:44:35, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9125, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.1761 2021-02-11 10:47:16,529 - mmaction - INFO - Epoch [36][760/3757] lr: 1.000e-03, eta: 7:44:25, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8984, loss_cls: 1.0581, loss: 1.0581, grad_norm: 6.1118 2021-02-11 10:47:25,845 - mmaction - INFO - Epoch [36][780/3757] lr: 1.000e-03, eta: 7:44:14, time: 0.464, data_time: 0.010, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1514, loss: 1.1514, grad_norm: 6.5215 2021-02-11 10:47:36,186 - mmaction - INFO - Epoch [36][800/3757] lr: 1.000e-03, eta: 7:44:04, time: 0.519, data_time: 0.003, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.3122 2021-02-11 10:47:46,268 - mmaction - INFO - Epoch [36][820/3757] lr: 1.000e-03, eta: 7:43:54, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8938, loss_cls: 1.0941, loss: 1.0941, grad_norm: 6.3306 2021-02-11 10:47:55,306 - mmaction - INFO - Epoch [36][840/3757] lr: 1.000e-03, eta: 7:43:44, time: 0.452, data_time: 0.002, memory: 7076, top1_acc: 0.7375, top5_acc: 0.8953, loss_cls: 1.0881, loss: 1.0881, grad_norm: 6.1186 2021-02-11 10:48:05,328 - mmaction - INFO - Epoch [36][860/3757] lr: 1.000e-03, eta: 7:43:34, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0834, loss: 1.0834, grad_norm: 6.3829 2021-02-11 10:48:14,890 - mmaction - INFO - Epoch [36][880/3757] lr: 1.000e-03, eta: 7:43:24, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9047, loss_cls: 1.0678, loss: 1.0678, grad_norm: 6.4837 2021-02-11 10:48:24,718 - mmaction - INFO - Epoch [36][900/3757] lr: 1.000e-03, eta: 7:43:14, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9047, loss_cls: 1.0719, loss: 1.0719, grad_norm: 6.4107 2021-02-11 10:48:34,419 - mmaction - INFO - Epoch [36][920/3757] lr: 1.000e-03, eta: 7:43:03, time: 0.486, data_time: 0.014, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0685, loss: 1.0685, grad_norm: 6.3335 2021-02-11 10:48:44,087 - mmaction - INFO - Epoch [36][940/3757] lr: 1.000e-03, eta: 7:42:53, time: 0.482, data_time: 0.013, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.1120, loss: 1.1120, grad_norm: 6.2517 2021-02-11 10:48:53,559 - mmaction - INFO - Epoch [36][960/3757] lr: 1.000e-03, eta: 7:42:43, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1527, loss: 1.1527, grad_norm: 6.5484 2021-02-11 10:49:04,839 - mmaction - INFO - Epoch [36][980/3757] lr: 1.000e-03, eta: 7:42:34, time: 0.564, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.1833 2021-02-11 10:49:13,292 - mmaction - INFO - Epoch [36][1000/3757] lr: 1.000e-03, eta: 7:42:23, time: 0.423, data_time: 0.026, memory: 7076, top1_acc: 0.7500, top5_acc: 0.8984, loss_cls: 1.0700, loss: 1.0700, grad_norm: 5.9090 2021-02-11 10:49:24,722 - mmaction - INFO - Epoch [36][1020/3757] lr: 1.000e-03, eta: 7:42:13, time: 0.570, data_time: 0.009, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.0677, loss: 1.0677, grad_norm: 6.1115 2021-02-11 10:49:33,668 - mmaction - INFO - Epoch [36][1040/3757] lr: 1.000e-03, eta: 7:42:03, time: 0.449, data_time: 0.004, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1446, loss: 1.1446, grad_norm: 6.4293 2021-02-11 10:49:44,214 - mmaction - INFO - Epoch [36][1060/3757] lr: 1.000e-03, eta: 7:41:53, time: 0.527, data_time: 0.000, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8984, loss_cls: 1.0718, loss: 1.0718, grad_norm: 6.3411 2021-02-11 10:49:53,374 - mmaction - INFO - Epoch [36][1080/3757] lr: 1.000e-03, eta: 7:41:43, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0435, loss: 1.0435, grad_norm: 6.1978 2021-02-11 10:50:03,933 - mmaction - INFO - Epoch [36][1100/3757] lr: 1.000e-03, eta: 7:41:33, time: 0.526, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0815, loss: 1.0815, grad_norm: 6.2530 2021-02-11 10:50:13,308 - mmaction - INFO - Epoch [36][1120/3757] lr: 1.000e-03, eta: 7:41:23, time: 0.469, data_time: 0.016, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8992, loss_cls: 1.0694, loss: 1.0694, grad_norm: 6.3988 2021-02-11 10:50:23,650 - mmaction - INFO - Epoch [36][1140/3757] lr: 1.000e-03, eta: 7:41:13, time: 0.518, data_time: 0.002, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.1025, loss: 1.1025, grad_norm: 6.3743 2021-02-11 10:50:33,229 - mmaction - INFO - Epoch [36][1160/3757] lr: 1.000e-03, eta: 7:41:03, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.1003, loss: 1.1003, grad_norm: 6.2469 2021-02-11 10:50:43,124 - mmaction - INFO - Epoch [36][1180/3757] lr: 1.000e-03, eta: 7:40:52, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9039, loss_cls: 1.0689, loss: 1.0689, grad_norm: 6.5482 2021-02-11 10:50:52,742 - mmaction - INFO - Epoch [36][1200/3757] lr: 1.000e-03, eta: 7:40:42, time: 0.482, data_time: 0.002, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0509, loss: 1.0509, grad_norm: 6.2358 2021-02-11 10:51:02,766 - mmaction - INFO - Epoch [36][1220/3757] lr: 1.000e-03, eta: 7:40:32, time: 0.501, data_time: 0.076, memory: 7076, top1_acc: 0.6891, top5_acc: 0.8773, loss_cls: 1.2162, loss: 1.2162, grad_norm: 6.5006 2021-02-11 10:51:11,547 - mmaction - INFO - Epoch [36][1240/3757] lr: 1.000e-03, eta: 7:40:22, time: 0.439, data_time: 0.095, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.2246 2021-02-11 10:51:21,399 - mmaction - INFO - Epoch [36][1260/3757] lr: 1.000e-03, eta: 7:40:12, time: 0.492, data_time: 0.074, memory: 7076, top1_acc: 0.6922, top5_acc: 0.8828, loss_cls: 1.2105, loss: 1.2105, grad_norm: 6.7590 2021-02-11 10:51:31,324 - mmaction - INFO - Epoch [36][1280/3757] lr: 1.000e-03, eta: 7:40:02, time: 0.497, data_time: 0.098, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9094, loss_cls: 1.0486, loss: 1.0486, grad_norm: 6.3173 2021-02-11 10:51:41,389 - mmaction - INFO - Epoch [36][1300/3757] lr: 1.000e-03, eta: 7:39:52, time: 0.503, data_time: 0.012, memory: 7076, top1_acc: 0.7367, top5_acc: 0.8859, loss_cls: 1.1296, loss: 1.1296, grad_norm: 6.3135 2021-02-11 10:51:51,637 - mmaction - INFO - Epoch [36][1320/3757] lr: 1.000e-03, eta: 7:39:42, time: 0.509, data_time: 0.002, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9047, loss_cls: 1.0781, loss: 1.0781, grad_norm: 6.1219 2021-02-11 10:52:01,202 - mmaction - INFO - Epoch [36][1340/3757] lr: 1.000e-03, eta: 7:39:31, time: 0.482, data_time: 0.005, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1750, loss: 1.1750, grad_norm: 6.7237 2021-02-11 10:52:11,696 - mmaction - INFO - Epoch [36][1360/3757] lr: 1.000e-03, eta: 7:39:22, time: 0.524, data_time: 0.003, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.0959, loss: 1.0959, grad_norm: 6.3828 2021-02-11 10:52:21,812 - mmaction - INFO - Epoch [36][1380/3757] lr: 1.000e-03, eta: 7:39:12, time: 0.504, data_time: 0.002, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1220, loss: 1.1220, grad_norm: 6.4868 2021-02-11 10:52:31,634 - mmaction - INFO - Epoch [36][1400/3757] lr: 1.000e-03, eta: 7:39:02, time: 0.495, data_time: 0.004, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.0954, loss: 1.0954, grad_norm: 6.2914 2021-02-11 10:52:40,660 - mmaction - INFO - Epoch [36][1420/3757] lr: 1.000e-03, eta: 7:38:51, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.1481, loss: 1.1481, grad_norm: 6.5476 2021-02-11 10:52:51,119 - mmaction - INFO - Epoch [36][1440/3757] lr: 1.000e-03, eta: 7:38:41, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9016, loss_cls: 1.0557, loss: 1.0557, grad_norm: 6.4465 2021-02-11 10:53:01,201 - mmaction - INFO - Epoch [36][1460/3757] lr: 1.000e-03, eta: 7:38:31, time: 0.504, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8961, loss_cls: 1.0616, loss: 1.0616, grad_norm: 6.2416 2021-02-11 10:53:11,117 - mmaction - INFO - Epoch [36][1480/3757] lr: 1.000e-03, eta: 7:38:21, time: 0.496, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0555, loss: 1.0555, grad_norm: 6.1333 2021-02-11 10:53:20,755 - mmaction - INFO - Epoch [36][1500/3757] lr: 1.000e-03, eta: 7:38:11, time: 0.480, data_time: 0.000, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.4996 2021-02-11 10:53:30,185 - mmaction - INFO - Epoch [36][1520/3757] lr: 1.000e-03, eta: 7:38:01, time: 0.472, data_time: 0.002, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.1162, loss: 1.1162, grad_norm: 6.3924 2021-02-11 10:53:40,239 - mmaction - INFO - Epoch [36][1540/3757] lr: 1.000e-03, eta: 7:37:51, time: 0.503, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9070, loss_cls: 1.0683, loss: 1.0683, grad_norm: 6.2394 2021-02-11 10:53:49,120 - mmaction - INFO - Epoch [36][1560/3757] lr: 1.000e-03, eta: 7:37:40, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.7133, top5_acc: 0.9039, loss_cls: 1.1000, loss: 1.1000, grad_norm: 6.2602 2021-02-11 10:53:58,865 - mmaction - INFO - Epoch [36][1580/3757] lr: 1.000e-03, eta: 7:37:30, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9094, loss_cls: 1.0047, loss: 1.0047, grad_norm: 6.1801 2021-02-11 10:54:09,286 - mmaction - INFO - Epoch [36][1600/3757] lr: 1.000e-03, eta: 7:37:20, time: 0.519, data_time: 0.024, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9094, loss_cls: 1.0521, loss: 1.0521, grad_norm: 6.3415 2021-02-11 10:54:18,606 - mmaction - INFO - Epoch [36][1620/3757] lr: 1.000e-03, eta: 7:37:10, time: 0.469, data_time: 0.005, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9148, loss_cls: 1.0331, loss: 1.0331, grad_norm: 6.4970 2021-02-11 10:54:28,932 - mmaction - INFO - Epoch [36][1640/3757] lr: 1.000e-03, eta: 7:37:00, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9023, loss_cls: 1.0205, loss: 1.0205, grad_norm: 6.1136 2021-02-11 10:54:38,657 - mmaction - INFO - Epoch [36][1660/3757] lr: 1.000e-03, eta: 7:36:50, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9047, loss_cls: 1.0641, loss: 1.0641, grad_norm: 6.1232 2021-02-11 10:54:49,072 - mmaction - INFO - Epoch [36][1680/3757] lr: 1.000e-03, eta: 7:36:40, time: 0.521, data_time: 0.089, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9078, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.3151 2021-02-11 10:54:59,317 - mmaction - INFO - Epoch [36][1700/3757] lr: 1.000e-03, eta: 7:36:30, time: 0.512, data_time: 0.011, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9062, loss_cls: 1.0591, loss: 1.0591, grad_norm: 6.1019 2021-02-11 10:55:08,602 - mmaction - INFO - Epoch [36][1720/3757] lr: 1.000e-03, eta: 7:36:20, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7133, top5_acc: 0.9086, loss_cls: 1.1160, loss: 1.1160, grad_norm: 6.3585 2021-02-11 10:55:19,250 - mmaction - INFO - Epoch [36][1740/3757] lr: 1.000e-03, eta: 7:36:10, time: 0.532, data_time: 0.047, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9047, loss_cls: 1.0440, loss: 1.0440, grad_norm: 6.2724 2021-02-11 10:55:29,376 - mmaction - INFO - Epoch [36][1760/3757] lr: 1.000e-03, eta: 7:36:00, time: 0.506, data_time: 0.163, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.1137, loss: 1.1137, grad_norm: 6.3152 2021-02-11 10:55:38,531 - mmaction - INFO - Epoch [36][1780/3757] lr: 1.000e-03, eta: 7:35:50, time: 0.458, data_time: 0.039, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0529, loss: 1.0529, grad_norm: 6.1803 2021-02-11 10:55:49,403 - mmaction - INFO - Epoch [36][1800/3757] lr: 1.000e-03, eta: 7:35:40, time: 0.543, data_time: 0.034, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.0898, loss: 1.0898, grad_norm: 6.3058 2021-02-11 10:55:58,239 - mmaction - INFO - Epoch [36][1820/3757] lr: 1.000e-03, eta: 7:35:29, time: 0.442, data_time: 0.041, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9062, loss_cls: 1.0473, loss: 1.0473, grad_norm: 6.2091 2021-02-11 10:56:09,028 - mmaction - INFO - Epoch [36][1840/3757] lr: 1.000e-03, eta: 7:35:20, time: 0.538, data_time: 0.148, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0494, loss: 1.0494, grad_norm: 6.3489 2021-02-11 10:56:18,194 - mmaction - INFO - Epoch [36][1860/3757] lr: 1.000e-03, eta: 7:35:09, time: 0.460, data_time: 0.010, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9180, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.2786 2021-02-11 10:56:28,399 - mmaction - INFO - Epoch [36][1880/3757] lr: 1.000e-03, eta: 7:34:59, time: 0.509, data_time: 0.025, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0625, loss: 1.0625, grad_norm: 6.2154 2021-02-11 10:56:38,320 - mmaction - INFO - Epoch [36][1900/3757] lr: 1.000e-03, eta: 7:34:49, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.0936, loss: 1.0936, grad_norm: 6.4244 2021-02-11 10:56:47,975 - mmaction - INFO - Epoch [36][1920/3757] lr: 1.000e-03, eta: 7:34:39, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9016, loss_cls: 1.0991, loss: 1.0991, grad_norm: 6.4884 2021-02-11 10:56:58,064 - mmaction - INFO - Epoch [36][1940/3757] lr: 1.000e-03, eta: 7:34:29, time: 0.505, data_time: 0.003, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0347, loss: 1.0347, grad_norm: 6.2744 2021-02-11 10:57:08,834 - mmaction - INFO - Epoch [36][1960/3757] lr: 1.000e-03, eta: 7:34:19, time: 0.534, data_time: 0.002, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.3169 2021-02-11 10:57:18,438 - mmaction - INFO - Epoch [36][1980/3757] lr: 1.000e-03, eta: 7:34:09, time: 0.486, data_time: 0.007, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0304, loss: 1.0304, grad_norm: 6.2486 2021-02-11 10:57:29,419 - mmaction - INFO - Epoch [36][2000/3757] lr: 1.000e-03, eta: 7:34:00, time: 0.547, data_time: 0.002, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.0982, loss: 1.0982, grad_norm: 6.4890 2021-02-11 10:57:38,881 - mmaction - INFO - Epoch [36][2020/3757] lr: 1.000e-03, eta: 7:33:49, time: 0.476, data_time: 0.004, memory: 7076, top1_acc: 0.7117, top5_acc: 0.9070, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.5393 2021-02-11 10:57:49,200 - mmaction - INFO - Epoch [36][2040/3757] lr: 1.000e-03, eta: 7:33:39, time: 0.509, data_time: 0.004, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9172, loss_cls: 1.0199, loss: 1.0199, grad_norm: 6.1697 2021-02-11 10:57:58,483 - mmaction - INFO - Epoch [36][2060/3757] lr: 1.000e-03, eta: 7:33:29, time: 0.470, data_time: 0.022, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9023, loss_cls: 1.0953, loss: 1.0953, grad_norm: 6.4121 2021-02-11 10:58:07,959 - mmaction - INFO - Epoch [36][2080/3757] lr: 1.000e-03, eta: 7:33:19, time: 0.475, data_time: 0.026, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.1068, loss: 1.1068, grad_norm: 6.1738 2021-02-11 10:58:18,071 - mmaction - INFO - Epoch [36][2100/3757] lr: 1.000e-03, eta: 7:33:09, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0408, loss: 1.0408, grad_norm: 6.4755 2021-02-11 10:58:28,355 - mmaction - INFO - Epoch [36][2120/3757] lr: 1.000e-03, eta: 7:32:59, time: 0.511, data_time: 0.002, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9211, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.2281 2021-02-11 10:58:37,126 - mmaction - INFO - Epoch [36][2140/3757] lr: 1.000e-03, eta: 7:32:48, time: 0.443, data_time: 0.006, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8844, loss_cls: 1.1501, loss: 1.1501, grad_norm: 6.4824 2021-02-11 10:58:47,273 - mmaction - INFO - Epoch [36][2160/3757] lr: 1.000e-03, eta: 7:32:38, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9102, loss_cls: 1.0374, loss: 1.0374, grad_norm: 6.2210 2021-02-11 10:58:56,890 - mmaction - INFO - Epoch [36][2180/3757] lr: 1.000e-03, eta: 7:32:28, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.0974, loss: 1.0974, grad_norm: 6.4132 2021-02-11 10:59:07,042 - mmaction - INFO - Epoch [36][2200/3757] lr: 1.000e-03, eta: 7:32:18, time: 0.509, data_time: 0.052, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8992, loss_cls: 1.1198, loss: 1.1198, grad_norm: 6.5931 2021-02-11 10:59:16,065 - mmaction - INFO - Epoch [36][2220/3757] lr: 1.000e-03, eta: 7:32:08, time: 0.451, data_time: 0.040, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.5036 2021-02-11 10:59:26,126 - mmaction - INFO - Epoch [36][2240/3757] lr: 1.000e-03, eta: 7:31:58, time: 0.502, data_time: 0.003, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1003, loss: 1.1003, grad_norm: 6.4095 2021-02-11 10:59:35,871 - mmaction - INFO - Epoch [36][2260/3757] lr: 1.000e-03, eta: 7:31:48, time: 0.489, data_time: 0.004, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.1480, loss: 1.1480, grad_norm: 6.5921 2021-02-11 10:59:45,187 - mmaction - INFO - Epoch [36][2280/3757] lr: 1.000e-03, eta: 7:31:37, time: 0.465, data_time: 0.013, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1711, loss: 1.1711, grad_norm: 6.5502 2021-02-11 10:59:55,395 - mmaction - INFO - Epoch [36][2300/3757] lr: 1.000e-03, eta: 7:31:27, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 1.0109, loss: 1.0109, grad_norm: 6.1994 2021-02-11 11:00:04,956 - mmaction - INFO - Epoch [36][2320/3757] lr: 1.000e-03, eta: 7:31:17, time: 0.479, data_time: 0.003, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.2202 2021-02-11 11:00:15,054 - mmaction - INFO - Epoch [36][2340/3757] lr: 1.000e-03, eta: 7:31:07, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 1.0368, loss: 1.0368, grad_norm: 6.1849 2021-02-11 11:00:24,462 - mmaction - INFO - Epoch [36][2360/3757] lr: 1.000e-03, eta: 7:30:57, time: 0.470, data_time: 0.003, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.1149, loss: 1.1149, grad_norm: 6.2783 2021-02-11 11:00:34,045 - mmaction - INFO - Epoch [36][2380/3757] lr: 1.000e-03, eta: 7:30:47, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8828, loss_cls: 1.1810, loss: 1.1810, grad_norm: 6.5699 2021-02-11 11:00:44,586 - mmaction - INFO - Epoch [36][2400/3757] lr: 1.000e-03, eta: 7:30:37, time: 0.527, data_time: 0.082, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0446, loss: 1.0446, grad_norm: 6.3851 2021-02-11 11:00:53,866 - mmaction - INFO - Epoch [36][2420/3757] lr: 1.000e-03, eta: 7:30:27, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9148, loss_cls: 1.0218, loss: 1.0218, grad_norm: 6.3444 2021-02-11 11:01:04,206 - mmaction - INFO - Epoch [36][2440/3757] lr: 1.000e-03, eta: 7:30:17, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0512, loss: 1.0512, grad_norm: 6.2924 2021-02-11 11:01:13,529 - mmaction - INFO - Epoch [36][2460/3757] lr: 1.000e-03, eta: 7:30:06, time: 0.466, data_time: 0.004, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9148, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.1844 2021-02-11 11:01:23,851 - mmaction - INFO - Epoch [36][2480/3757] lr: 1.000e-03, eta: 7:29:57, time: 0.516, data_time: 0.019, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.1647 2021-02-11 11:01:33,535 - mmaction - INFO - Epoch [36][2500/3757] lr: 1.000e-03, eta: 7:29:46, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 1.0385, loss: 1.0385, grad_norm: 6.2159 2021-02-11 11:01:43,338 - mmaction - INFO - Epoch [36][2520/3757] lr: 1.000e-03, eta: 7:29:36, time: 0.493, data_time: 0.009, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9008, loss_cls: 1.0834, loss: 1.0834, grad_norm: 6.3872 2021-02-11 11:01:55,530 - mmaction - INFO - Epoch [36][2540/3757] lr: 1.000e-03, eta: 7:29:27, time: 0.609, data_time: 0.002, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9070, loss_cls: 1.0549, loss: 1.0549, grad_norm: 6.2492 2021-02-11 11:02:08,520 - mmaction - INFO - Epoch [36][2560/3757] lr: 1.000e-03, eta: 7:29:18, time: 0.646, data_time: 0.002, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1042, loss: 1.1042, grad_norm: 6.3902 2021-02-11 11:02:18,198 - mmaction - INFO - Epoch [36][2580/3757] lr: 1.000e-03, eta: 7:29:08, time: 0.487, data_time: 0.005, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.0924, loss: 1.0924, grad_norm: 6.2395 2021-02-11 11:02:28,269 - mmaction - INFO - Epoch [36][2600/3757] lr: 1.000e-03, eta: 7:28:58, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0896, loss: 1.0896, grad_norm: 6.3940 2021-02-11 11:02:37,814 - mmaction - INFO - Epoch [36][2620/3757] lr: 1.000e-03, eta: 7:28:48, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 0.9875, loss: 0.9875, grad_norm: 6.2007 2021-02-11 11:02:46,998 - mmaction - INFO - Epoch [36][2640/3757] lr: 1.000e-03, eta: 7:28:38, time: 0.459, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9008, loss_cls: 1.0946, loss: 1.0946, grad_norm: 6.4234 2021-02-11 11:02:58,464 - mmaction - INFO - Epoch [36][2660/3757] lr: 1.000e-03, eta: 7:28:28, time: 0.570, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.1024, loss: 1.1024, grad_norm: 6.3373 2021-02-11 11:03:08,138 - mmaction - INFO - Epoch [36][2680/3757] lr: 1.000e-03, eta: 7:28:18, time: 0.487, data_time: 0.004, memory: 7076, top1_acc: 0.7141, top5_acc: 0.9023, loss_cls: 1.1226, loss: 1.1226, grad_norm: 6.3083 2021-02-11 11:03:18,037 - mmaction - INFO - Epoch [36][2700/3757] lr: 1.000e-03, eta: 7:28:08, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 1.0392, loss: 1.0392, grad_norm: 6.1637 2021-02-11 11:03:27,414 - mmaction - INFO - Epoch [36][2720/3757] lr: 1.000e-03, eta: 7:27:58, time: 0.468, data_time: 0.002, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0593, loss: 1.0593, grad_norm: 6.2427 2021-02-11 11:03:36,934 - mmaction - INFO - Epoch [36][2740/3757] lr: 1.000e-03, eta: 7:27:47, time: 0.477, data_time: 0.003, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9039, loss_cls: 1.0517, loss: 1.0517, grad_norm: 6.3496 2021-02-11 11:03:46,976 - mmaction - INFO - Epoch [36][2760/3757] lr: 1.000e-03, eta: 7:27:37, time: 0.503, data_time: 0.010, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.0564, loss: 1.0564, grad_norm: 6.3170 2021-02-11 11:03:56,209 - mmaction - INFO - Epoch [36][2780/3757] lr: 1.000e-03, eta: 7:27:27, time: 0.462, data_time: 0.003, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9070, loss_cls: 1.0937, loss: 1.0937, grad_norm: 6.4158 2021-02-11 11:04:06,079 - mmaction - INFO - Epoch [36][2800/3757] lr: 1.000e-03, eta: 7:27:17, time: 0.489, data_time: 0.008, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.0990, loss: 1.0990, grad_norm: 6.3895 2021-02-11 11:04:15,540 - mmaction - INFO - Epoch [36][2820/3757] lr: 1.000e-03, eta: 7:27:07, time: 0.477, data_time: 0.005, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.1087, loss: 1.1087, grad_norm: 6.3715 2021-02-11 11:04:26,573 - mmaction - INFO - Epoch [36][2840/3757] lr: 1.000e-03, eta: 7:26:57, time: 0.551, data_time: 0.082, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0388, loss: 1.0388, grad_norm: 6.1948 2021-02-11 11:04:35,580 - mmaction - INFO - Epoch [36][2860/3757] lr: 1.000e-03, eta: 7:26:47, time: 0.450, data_time: 0.016, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.4197 2021-02-11 11:04:45,190 - mmaction - INFO - Epoch [36][2880/3757] lr: 1.000e-03, eta: 7:26:36, time: 0.480, data_time: 0.020, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8945, loss_cls: 1.1495, loss: 1.1495, grad_norm: 6.4509 2021-02-11 11:04:55,232 - mmaction - INFO - Epoch [36][2900/3757] lr: 1.000e-03, eta: 7:26:26, time: 0.502, data_time: 0.025, memory: 7076, top1_acc: 0.7430, top5_acc: 0.8969, loss_cls: 1.0404, loss: 1.0404, grad_norm: 6.1691 2021-02-11 11:05:05,460 - mmaction - INFO - Epoch [36][2920/3757] lr: 1.000e-03, eta: 7:26:17, time: 0.511, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9023, loss_cls: 1.0844, loss: 1.0844, grad_norm: 6.2516 2021-02-11 11:05:15,792 - mmaction - INFO - Epoch [36][2940/3757] lr: 1.000e-03, eta: 7:26:07, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9094, loss_cls: 1.0385, loss: 1.0385, grad_norm: 6.2929 2021-02-11 11:05:25,398 - mmaction - INFO - Epoch [36][2960/3757] lr: 1.000e-03, eta: 7:25:56, time: 0.482, data_time: 0.005, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.0806, loss: 1.0806, grad_norm: 6.1499 2021-02-11 11:05:35,132 - mmaction - INFO - Epoch [36][2980/3757] lr: 1.000e-03, eta: 7:25:46, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.8969, loss_cls: 1.0793, loss: 1.0793, grad_norm: 6.4107 2021-02-11 11:05:43,999 - mmaction - INFO - Epoch [36][3000/3757] lr: 1.000e-03, eta: 7:25:36, time: 0.445, data_time: 0.003, memory: 7076, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.0532, loss: 1.0532, grad_norm: 6.1790 2021-02-11 11:05:54,714 - mmaction - INFO - Epoch [36][3020/3757] lr: 1.000e-03, eta: 7:25:26, time: 0.534, data_time: 0.001, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8930, loss_cls: 1.1335, loss: 1.1335, grad_norm: 6.4626 2021-02-11 11:06:04,579 - mmaction - INFO - Epoch [36][3040/3757] lr: 1.000e-03, eta: 7:25:16, time: 0.495, data_time: 0.004, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9031, loss_cls: 1.0865, loss: 1.0865, grad_norm: 6.4115 2021-02-11 11:06:15,424 - mmaction - INFO - Epoch [36][3060/3757] lr: 1.000e-03, eta: 7:25:06, time: 0.542, data_time: 0.001, memory: 7076, top1_acc: 0.7063, top5_acc: 0.9070, loss_cls: 1.0802, loss: 1.0802, grad_norm: 6.2910 2021-02-11 11:06:25,243 - mmaction - INFO - Epoch [36][3080/3757] lr: 1.000e-03, eta: 7:24:56, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9909, loss: 0.9909, grad_norm: 6.2457 2021-02-11 11:06:34,674 - mmaction - INFO - Epoch [36][3100/3757] lr: 1.000e-03, eta: 7:24:46, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 1.0216, loss: 1.0216, grad_norm: 6.2295 2021-02-11 11:06:44,706 - mmaction - INFO - Epoch [36][3120/3757] lr: 1.000e-03, eta: 7:24:36, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.7133, top5_acc: 0.9008, loss_cls: 1.0840, loss: 1.0840, grad_norm: 6.3855 2021-02-11 11:06:55,044 - mmaction - INFO - Epoch [36][3140/3757] lr: 1.000e-03, eta: 7:24:26, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0292, loss: 1.0292, grad_norm: 6.0957 2021-02-11 11:07:05,419 - mmaction - INFO - Epoch [36][3160/3757] lr: 1.000e-03, eta: 7:24:16, time: 0.517, data_time: 0.016, memory: 7076, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0765, loss: 1.0765, grad_norm: 6.1574 2021-02-11 11:07:15,173 - mmaction - INFO - Epoch [36][3180/3757] lr: 1.000e-03, eta: 7:24:06, time: 0.490, data_time: 0.004, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.0832, loss: 1.0832, grad_norm: 6.1916 2021-02-11 11:07:24,722 - mmaction - INFO - Epoch [36][3200/3757] lr: 1.000e-03, eta: 7:23:56, time: 0.475, data_time: 0.000, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9047, loss_cls: 1.0508, loss: 1.0508, grad_norm: 6.2309 2021-02-11 11:07:35,481 - mmaction - INFO - Epoch [36][3220/3757] lr: 1.000e-03, eta: 7:23:46, time: 0.538, data_time: 0.004, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9047, loss_cls: 1.0440, loss: 1.0440, grad_norm: 6.1441 2021-02-11 11:07:43,843 - mmaction - INFO - Epoch [36][3240/3757] lr: 1.000e-03, eta: 7:23:35, time: 0.420, data_time: 0.003, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.1610 2021-02-11 11:07:54,293 - mmaction - INFO - Epoch [36][3260/3757] lr: 1.000e-03, eta: 7:23:26, time: 0.521, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9133, loss_cls: 1.0191, loss: 1.0191, grad_norm: 6.1419 2021-02-11 11:08:04,145 - mmaction - INFO - Epoch [36][3280/3757] lr: 1.000e-03, eta: 7:23:15, time: 0.492, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9062, loss_cls: 1.0953, loss: 1.0953, grad_norm: 6.2785 2021-02-11 11:08:14,172 - mmaction - INFO - Epoch [36][3300/3757] lr: 1.000e-03, eta: 7:23:05, time: 0.504, data_time: 0.003, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1319, loss: 1.1319, grad_norm: 6.4446 2021-02-11 11:08:23,896 - mmaction - INFO - Epoch [36][3320/3757] lr: 1.000e-03, eta: 7:22:55, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 1.0210, loss: 1.0210, grad_norm: 6.3719 2021-02-11 11:08:32,690 - mmaction - INFO - Epoch [36][3340/3757] lr: 1.000e-03, eta: 7:22:45, time: 0.441, data_time: 0.002, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0224, loss: 1.0224, grad_norm: 6.2232 2021-02-11 11:08:45,472 - mmaction - INFO - Epoch [36][3360/3757] lr: 1.000e-03, eta: 7:22:36, time: 0.638, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 1.0181, loss: 1.0181, grad_norm: 6.0705 2021-02-11 11:08:55,422 - mmaction - INFO - Epoch [36][3380/3757] lr: 1.000e-03, eta: 7:22:26, time: 0.497, data_time: 0.008, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9008, loss_cls: 1.0557, loss: 1.0557, grad_norm: 6.1963 2021-02-11 11:09:05,593 - mmaction - INFO - Epoch [36][3400/3757] lr: 1.000e-03, eta: 7:22:16, time: 0.509, data_time: 0.154, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1607, loss: 1.1607, grad_norm: 6.5304 2021-02-11 11:09:15,457 - mmaction - INFO - Epoch [36][3420/3757] lr: 1.000e-03, eta: 7:22:06, time: 0.494, data_time: 0.080, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8969, loss_cls: 1.1198, loss: 1.1198, grad_norm: 6.5594 2021-02-11 11:09:26,112 - mmaction - INFO - Epoch [36][3440/3757] lr: 1.000e-03, eta: 7:21:56, time: 0.533, data_time: 0.053, memory: 7076, top1_acc: 0.7063, top5_acc: 0.8984, loss_cls: 1.1106, loss: 1.1106, grad_norm: 6.5803 2021-02-11 11:09:34,325 - mmaction - INFO - Epoch [36][3460/3757] lr: 1.000e-03, eta: 7:21:45, time: 0.411, data_time: 0.008, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 0.9911, loss: 0.9911, grad_norm: 6.1882 2021-02-11 11:09:44,907 - mmaction - INFO - Epoch [36][3480/3757] lr: 1.000e-03, eta: 7:21:35, time: 0.529, data_time: 0.010, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9039, loss_cls: 1.0610, loss: 1.0610, grad_norm: 6.2722 2021-02-11 11:09:54,107 - mmaction - INFO - Epoch [36][3500/3757] lr: 1.000e-03, eta: 7:21:25, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8891, loss_cls: 1.1105, loss: 1.1105, grad_norm: 6.4105 2021-02-11 11:10:03,039 - mmaction - INFO - Epoch [36][3520/3757] lr: 1.000e-03, eta: 7:21:15, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9156, loss_cls: 1.0530, loss: 1.0530, grad_norm: 6.3262 2021-02-11 11:10:14,673 - mmaction - INFO - Epoch [36][3540/3757] lr: 1.000e-03, eta: 7:21:05, time: 0.583, data_time: 0.019, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0981, loss: 1.0981, grad_norm: 6.2944 2021-02-11 11:10:23,274 - mmaction - INFO - Epoch [36][3560/3757] lr: 1.000e-03, eta: 7:20:55, time: 0.429, data_time: 0.025, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0553, loss: 1.0553, grad_norm: 6.2096 2021-02-11 11:10:33,788 - mmaction - INFO - Epoch [36][3580/3757] lr: 1.000e-03, eta: 7:20:45, time: 0.526, data_time: 0.099, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8930, loss_cls: 1.1027, loss: 1.1027, grad_norm: 6.3199 2021-02-11 11:10:43,700 - mmaction - INFO - Epoch [36][3600/3757] lr: 1.000e-03, eta: 7:20:35, time: 0.495, data_time: 0.077, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8945, loss_cls: 1.1210, loss: 1.1210, grad_norm: 6.2355 2021-02-11 11:10:53,824 - mmaction - INFO - Epoch [36][3620/3757] lr: 1.000e-03, eta: 7:20:25, time: 0.507, data_time: 0.012, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9117, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.3024 2021-02-11 11:11:03,210 - mmaction - INFO - Epoch [36][3640/3757] lr: 1.000e-03, eta: 7:20:15, time: 0.470, data_time: 0.019, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.1200, loss: 1.1200, grad_norm: 6.2713 2021-02-11 11:11:13,212 - mmaction - INFO - Epoch [36][3660/3757] lr: 1.000e-03, eta: 7:20:05, time: 0.500, data_time: 0.065, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.1844, loss: 1.1844, grad_norm: 6.6465 2021-02-11 11:11:22,745 - mmaction - INFO - Epoch [36][3680/3757] lr: 1.000e-03, eta: 7:19:54, time: 0.477, data_time: 0.014, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.0370, loss: 1.0370, grad_norm: 6.1298 2021-02-11 11:11:34,159 - mmaction - INFO - Epoch [36][3700/3757] lr: 1.000e-03, eta: 7:19:45, time: 0.571, data_time: 0.032, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.0965, loss: 1.0965, grad_norm: 6.4056 2021-02-11 11:11:43,330 - mmaction - INFO - Epoch [36][3720/3757] lr: 1.000e-03, eta: 7:19:34, time: 0.459, data_time: 0.030, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.0837, loss: 1.0837, grad_norm: 6.5429 2021-02-11 11:11:54,019 - mmaction - INFO - Epoch [36][3740/3757] lr: 1.000e-03, eta: 7:19:25, time: 0.531, data_time: 0.106, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1221, loss: 1.1221, grad_norm: 6.3741 2021-02-11 11:15:05,144 - mmaction - INFO - Epoch [37][20/3757] lr: 1.000e-03, eta: 7:20:07, time: 8.705, data_time: 8.167, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.1524 2021-02-11 11:15:15,029 - mmaction - INFO - Epoch [37][40/3757] lr: 1.000e-03, eta: 7:19:57, time: 0.496, data_time: 0.003, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.0827, loss: 1.0827, grad_norm: 6.4296 2021-02-11 11:15:24,720 - mmaction - INFO - Epoch [37][60/3757] lr: 1.000e-03, eta: 7:19:46, time: 0.485, data_time: 0.091, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9156, loss_cls: 0.9798, loss: 0.9798, grad_norm: 6.2409 2021-02-11 11:15:35,304 - mmaction - INFO - Epoch [37][80/3757] lr: 1.000e-03, eta: 7:19:36, time: 0.529, data_time: 0.142, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9102, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.2223 2021-02-11 11:15:44,607 - mmaction - INFO - Epoch [37][100/3757] lr: 1.000e-03, eta: 7:19:26, time: 0.464, data_time: 0.084, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 1.0267, loss: 1.0267, grad_norm: 6.1984 2021-02-11 11:15:54,627 - mmaction - INFO - Epoch [37][120/3757] lr: 1.000e-03, eta: 7:19:16, time: 0.499, data_time: 0.016, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.0547, loss: 1.0547, grad_norm: 6.3029 2021-02-11 11:16:04,768 - mmaction - INFO - Epoch [37][140/3757] lr: 1.000e-03, eta: 7:19:06, time: 0.509, data_time: 0.112, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0641, loss: 1.0641, grad_norm: 6.1754 2021-02-11 11:16:16,143 - mmaction - INFO - Epoch [37][160/3757] lr: 1.000e-03, eta: 7:18:57, time: 0.568, data_time: 0.130, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 1.0405, loss: 1.0405, grad_norm: 6.2252 2021-02-11 11:16:25,314 - mmaction - INFO - Epoch [37][180/3757] lr: 1.000e-03, eta: 7:18:46, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9141, loss_cls: 1.0355, loss: 1.0355, grad_norm: 6.3410 2021-02-11 11:16:35,956 - mmaction - INFO - Epoch [37][200/3757] lr: 1.000e-03, eta: 7:18:36, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9008, loss_cls: 1.0570, loss: 1.0570, grad_norm: 6.4458 2021-02-11 11:16:45,288 - mmaction - INFO - Epoch [37][220/3757] lr: 1.000e-03, eta: 7:18:26, time: 0.467, data_time: 0.048, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 1.0046, loss: 1.0046, grad_norm: 6.1373 2021-02-11 11:16:55,114 - mmaction - INFO - Epoch [37][240/3757] lr: 1.000e-03, eta: 7:18:16, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.0900, loss: 1.0900, grad_norm: 6.4276 2021-02-11 11:17:04,961 - mmaction - INFO - Epoch [37][260/3757] lr: 1.000e-03, eta: 7:18:06, time: 0.493, data_time: 0.076, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9086, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.1350 2021-02-11 11:17:15,833 - mmaction - INFO - Epoch [37][280/3757] lr: 1.000e-03, eta: 7:17:56, time: 0.540, data_time: 0.050, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8938, loss_cls: 1.0794, loss: 1.0794, grad_norm: 6.3297 2021-02-11 11:17:26,675 - mmaction - INFO - Epoch [37][300/3757] lr: 1.000e-03, eta: 7:17:46, time: 0.539, data_time: 0.004, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 1.0032, loss: 1.0032, grad_norm: 6.2773 2021-02-11 11:17:36,887 - mmaction - INFO - Epoch [37][320/3757] lr: 1.000e-03, eta: 7:17:36, time: 0.516, data_time: 0.007, memory: 7076, top1_acc: 0.7336, top5_acc: 0.8938, loss_cls: 1.0677, loss: 1.0677, grad_norm: 6.3345 2021-02-11 11:17:48,512 - mmaction - INFO - Epoch [37][340/3757] lr: 1.000e-03, eta: 7:17:27, time: 0.582, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.2783 2021-02-11 11:17:58,314 - mmaction - INFO - Epoch [37][360/3757] lr: 1.000e-03, eta: 7:17:17, time: 0.484, data_time: 0.009, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9078, loss_cls: 1.0489, loss: 1.0489, grad_norm: 6.3319 2021-02-11 11:18:08,425 - mmaction - INFO - Epoch [37][380/3757] lr: 1.000e-03, eta: 7:17:07, time: 0.511, data_time: 0.007, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1139, loss: 1.1139, grad_norm: 6.4718 2021-02-11 11:18:18,168 - mmaction - INFO - Epoch [37][400/3757] lr: 1.000e-03, eta: 7:16:57, time: 0.488, data_time: 0.023, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9031, loss_cls: 1.0777, loss: 1.0777, grad_norm: 6.3031 2021-02-11 11:18:28,525 - mmaction - INFO - Epoch [37][420/3757] lr: 1.000e-03, eta: 7:16:47, time: 0.517, data_time: 0.031, memory: 7076, top1_acc: 0.7336, top5_acc: 0.8867, loss_cls: 1.1404, loss: 1.1404, grad_norm: 6.5643 2021-02-11 11:18:39,864 - mmaction - INFO - Epoch [37][440/3757] lr: 1.000e-03, eta: 7:16:37, time: 0.562, data_time: 0.010, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0573, loss: 1.0573, grad_norm: 6.5287 2021-02-11 11:18:49,312 - mmaction - INFO - Epoch [37][460/3757] lr: 1.000e-03, eta: 7:16:27, time: 0.478, data_time: 0.007, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1392, loss: 1.1392, grad_norm: 6.3695 2021-02-11 11:19:00,287 - mmaction - INFO - Epoch [37][480/3757] lr: 1.000e-03, eta: 7:16:17, time: 0.548, data_time: 0.000, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9055, loss_cls: 1.0556, loss: 1.0556, grad_norm: 6.2664 2021-02-11 11:19:09,909 - mmaction - INFO - Epoch [37][500/3757] lr: 1.000e-03, eta: 7:16:07, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9109, loss_cls: 1.0173, loss: 1.0173, grad_norm: 6.3363 2021-02-11 11:19:18,975 - mmaction - INFO - Epoch [37][520/3757] lr: 1.000e-03, eta: 7:15:57, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.3541 2021-02-11 11:19:30,419 - mmaction - INFO - Epoch [37][540/3757] lr: 1.000e-03, eta: 7:15:47, time: 0.532, data_time: 0.004, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.0736, loss: 1.0736, grad_norm: 6.3927 2021-02-11 11:19:39,544 - mmaction - INFO - Epoch [37][560/3757] lr: 1.000e-03, eta: 7:15:37, time: 0.497, data_time: 0.042, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1259, loss: 1.1259, grad_norm: 6.4731 2021-02-11 11:19:49,937 - mmaction - INFO - Epoch [37][580/3757] lr: 1.000e-03, eta: 7:15:27, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8961, loss_cls: 1.1054, loss: 1.1054, grad_norm: 6.3581 2021-02-11 11:20:00,289 - mmaction - INFO - Epoch [37][600/3757] lr: 1.000e-03, eta: 7:15:17, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.0934, loss: 1.0934, grad_norm: 6.3636 2021-02-11 11:20:10,890 - mmaction - INFO - Epoch [37][620/3757] lr: 1.000e-03, eta: 7:15:07, time: 0.528, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.3992 2021-02-11 11:20:20,964 - mmaction - INFO - Epoch [37][640/3757] lr: 1.000e-03, eta: 7:14:57, time: 0.506, data_time: 0.004, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9008, loss_cls: 1.0689, loss: 1.0689, grad_norm: 6.1135 2021-02-11 11:20:32,149 - mmaction - INFO - Epoch [37][660/3757] lr: 1.000e-03, eta: 7:14:47, time: 0.557, data_time: 0.002, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9575, loss: 0.9575, grad_norm: 5.8885 2021-02-11 11:20:42,725 - mmaction - INFO - Epoch [37][680/3757] lr: 1.000e-03, eta: 7:14:37, time: 0.522, data_time: 0.004, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.0818, loss: 1.0818, grad_norm: 6.4565 2021-02-11 11:20:52,803 - mmaction - INFO - Epoch [37][700/3757] lr: 1.000e-03, eta: 7:14:27, time: 0.512, data_time: 0.010, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.0768, loss: 1.0768, grad_norm: 6.3436 2021-02-11 11:21:02,681 - mmaction - INFO - Epoch [37][720/3757] lr: 1.000e-03, eta: 7:14:17, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1166, loss: 1.1166, grad_norm: 6.5215 2021-02-11 11:21:13,404 - mmaction - INFO - Epoch [37][740/3757] lr: 1.000e-03, eta: 7:14:08, time: 0.534, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0052, loss: 1.0052, grad_norm: 6.2923 2021-02-11 11:21:23,351 - mmaction - INFO - Epoch [37][760/3757] lr: 1.000e-03, eta: 7:13:57, time: 0.500, data_time: 0.006, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 1.0235, loss: 1.0235, grad_norm: 6.3341 2021-02-11 11:21:33,393 - mmaction - INFO - Epoch [37][780/3757] lr: 1.000e-03, eta: 7:13:47, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.2720 2021-02-11 11:21:44,822 - mmaction - INFO - Epoch [37][800/3757] lr: 1.000e-03, eta: 7:13:38, time: 0.570, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9023, loss_cls: 1.0295, loss: 1.0295, grad_norm: 6.2538 2021-02-11 11:21:54,258 - mmaction - INFO - Epoch [37][820/3757] lr: 1.000e-03, eta: 7:13:28, time: 0.471, data_time: 0.003, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.0524, loss: 1.0524, grad_norm: 6.1922 2021-02-11 11:22:07,656 - mmaction - INFO - Epoch [37][840/3757] lr: 1.000e-03, eta: 7:13:19, time: 0.671, data_time: 0.004, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9070, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.0256 2021-02-11 11:22:17,044 - mmaction - INFO - Epoch [37][860/3757] lr: 1.000e-03, eta: 7:13:09, time: 0.471, data_time: 0.005, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9125, loss_cls: 0.9903, loss: 0.9903, grad_norm: 6.1933 2021-02-11 11:22:27,164 - mmaction - INFO - Epoch [37][880/3757] lr: 1.000e-03, eta: 7:12:58, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.0850, loss: 1.0850, grad_norm: 6.3773 2021-02-11 11:22:37,618 - mmaction - INFO - Epoch [37][900/3757] lr: 1.000e-03, eta: 7:12:49, time: 0.516, data_time: 0.004, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0514, loss: 1.0514, grad_norm: 6.4364 2021-02-11 11:22:47,692 - mmaction - INFO - Epoch [37][920/3757] lr: 1.000e-03, eta: 7:12:39, time: 0.513, data_time: 0.011, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8891, loss_cls: 1.1862, loss: 1.1862, grad_norm: 6.6434 2021-02-11 11:22:58,637 - mmaction - INFO - Epoch [37][940/3757] lr: 1.000e-03, eta: 7:12:29, time: 0.547, data_time: 0.035, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9117, loss_cls: 1.0108, loss: 1.0108, grad_norm: 6.2210 2021-02-11 11:23:08,688 - mmaction - INFO - Epoch [37][960/3757] lr: 1.000e-03, eta: 7:12:19, time: 0.503, data_time: 0.083, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 1.0313, loss: 1.0313, grad_norm: 6.2535 2021-02-11 11:23:18,688 - mmaction - INFO - Epoch [37][980/3757] lr: 1.000e-03, eta: 7:12:09, time: 0.498, data_time: 0.065, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 1.0175, loss: 1.0175, grad_norm: 6.2891 2021-02-11 11:23:29,010 - mmaction - INFO - Epoch [37][1000/3757] lr: 1.000e-03, eta: 7:11:59, time: 0.514, data_time: 0.014, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8977, loss_cls: 1.1000, loss: 1.1000, grad_norm: 6.6613 2021-02-11 11:23:38,936 - mmaction - INFO - Epoch [37][1020/3757] lr: 1.000e-03, eta: 7:11:49, time: 0.501, data_time: 0.006, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.1029, loss: 1.1029, grad_norm: 6.5502 2021-02-11 11:23:48,595 - mmaction - INFO - Epoch [37][1040/3757] lr: 1.000e-03, eta: 7:11:39, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2017, loss: 1.2017, grad_norm: 6.8029 2021-02-11 11:23:59,134 - mmaction - INFO - Epoch [37][1060/3757] lr: 1.000e-03, eta: 7:11:29, time: 0.528, data_time: 0.037, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1187, loss: 1.1187, grad_norm: 6.6115 2021-02-11 11:24:09,486 - mmaction - INFO - Epoch [37][1080/3757] lr: 1.000e-03, eta: 7:11:19, time: 0.518, data_time: 0.003, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9125, loss_cls: 1.0513, loss: 1.0513, grad_norm: 6.5042 2021-02-11 11:24:19,935 - mmaction - INFO - Epoch [37][1100/3757] lr: 1.000e-03, eta: 7:11:09, time: 0.521, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0108, loss: 1.0108, grad_norm: 6.2596 2021-02-11 11:24:30,326 - mmaction - INFO - Epoch [37][1120/3757] lr: 1.000e-03, eta: 7:10:59, time: 0.520, data_time: 0.003, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0362, loss: 1.0362, grad_norm: 6.2345 2021-02-11 11:24:39,793 - mmaction - INFO - Epoch [37][1140/3757] lr: 1.000e-03, eta: 7:10:49, time: 0.468, data_time: 0.004, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9070, loss_cls: 1.0579, loss: 1.0579, grad_norm: 6.5075 2021-02-11 11:24:49,511 - mmaction - INFO - Epoch [37][1160/3757] lr: 1.000e-03, eta: 7:10:39, time: 0.492, data_time: 0.014, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9016, loss_cls: 1.0595, loss: 1.0595, grad_norm: 6.4332 2021-02-11 11:24:59,862 - mmaction - INFO - Epoch [37][1180/3757] lr: 1.000e-03, eta: 7:10:29, time: 0.517, data_time: 0.137, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0408, loss: 1.0408, grad_norm: 6.4920 2021-02-11 11:25:10,157 - mmaction - INFO - Epoch [37][1200/3757] lr: 1.000e-03, eta: 7:10:19, time: 0.516, data_time: 0.099, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0496, loss: 1.0496, grad_norm: 6.2279 2021-02-11 11:25:20,382 - mmaction - INFO - Epoch [37][1220/3757] lr: 1.000e-03, eta: 7:10:09, time: 0.511, data_time: 0.019, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 1.0211, loss: 1.0211, grad_norm: 6.2493 2021-02-11 11:25:31,684 - mmaction - INFO - Epoch [37][1240/3757] lr: 1.000e-03, eta: 7:09:59, time: 0.556, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0497, loss: 1.0497, grad_norm: 6.3599 2021-02-11 11:25:40,976 - mmaction - INFO - Epoch [37][1260/3757] lr: 1.000e-03, eta: 7:09:49, time: 0.474, data_time: 0.011, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9180, loss_cls: 0.9960, loss: 0.9960, grad_norm: 6.2692 2021-02-11 11:25:51,338 - mmaction - INFO - Epoch [37][1280/3757] lr: 1.000e-03, eta: 7:09:39, time: 0.514, data_time: 0.033, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9023, loss_cls: 1.0328, loss: 1.0328, grad_norm: 6.2569 2021-02-11 11:26:00,535 - mmaction - INFO - Epoch [37][1300/3757] lr: 1.000e-03, eta: 7:09:28, time: 0.463, data_time: 0.016, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8992, loss_cls: 1.0892, loss: 1.0892, grad_norm: 6.4427 2021-02-11 11:26:11,005 - mmaction - INFO - Epoch [37][1320/3757] lr: 1.000e-03, eta: 7:09:19, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8953, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.5902 2021-02-11 11:26:20,898 - mmaction - INFO - Epoch [37][1340/3757] lr: 1.000e-03, eta: 7:09:08, time: 0.499, data_time: 0.006, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9203, loss_cls: 1.0027, loss: 1.0027, grad_norm: 6.5202 2021-02-11 11:26:30,682 - mmaction - INFO - Epoch [37][1360/3757] lr: 1.000e-03, eta: 7:08:58, time: 0.489, data_time: 0.007, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9023, loss_cls: 1.0748, loss: 1.0748, grad_norm: 6.3317 2021-02-11 11:26:40,960 - mmaction - INFO - Epoch [37][1380/3757] lr: 1.000e-03, eta: 7:08:48, time: 0.515, data_time: 0.070, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0203, loss: 1.0203, grad_norm: 6.1965 2021-02-11 11:26:50,715 - mmaction - INFO - Epoch [37][1400/3757] lr: 1.000e-03, eta: 7:08:38, time: 0.488, data_time: 0.014, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9055, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.5172 2021-02-11 11:27:01,117 - mmaction - INFO - Epoch [37][1420/3757] lr: 1.000e-03, eta: 7:08:28, time: 0.511, data_time: 0.000, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0392, loss: 1.0392, grad_norm: 6.3865 2021-02-11 11:27:11,280 - mmaction - INFO - Epoch [37][1440/3757] lr: 1.000e-03, eta: 7:08:18, time: 0.517, data_time: 0.011, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0559, loss: 1.0559, grad_norm: 6.3495 2021-02-11 11:27:20,904 - mmaction - INFO - Epoch [37][1460/3757] lr: 1.000e-03, eta: 7:08:08, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9016, loss_cls: 1.0756, loss: 1.0756, grad_norm: 6.2659 2021-02-11 11:27:30,706 - mmaction - INFO - Epoch [37][1480/3757] lr: 1.000e-03, eta: 7:07:58, time: 0.490, data_time: 0.003, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9164, loss_cls: 0.9981, loss: 0.9981, grad_norm: 6.3781 2021-02-11 11:27:41,523 - mmaction - INFO - Epoch [37][1500/3757] lr: 1.000e-03, eta: 7:07:48, time: 0.541, data_time: 0.028, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9062, loss_cls: 1.0524, loss: 1.0524, grad_norm: 6.5152 2021-02-11 11:27:52,323 - mmaction - INFO - Epoch [37][1520/3757] lr: 1.000e-03, eta: 7:07:38, time: 0.540, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.0922, loss: 1.0922, grad_norm: 6.4114 2021-02-11 11:28:01,958 - mmaction - INFO - Epoch [37][1540/3757] lr: 1.000e-03, eta: 7:07:28, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8836, loss_cls: 1.1217, loss: 1.1217, grad_norm: 6.3550 2021-02-11 11:28:12,779 - mmaction - INFO - Epoch [37][1560/3757] lr: 1.000e-03, eta: 7:07:18, time: 0.542, data_time: 0.067, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0929, loss: 1.0929, grad_norm: 6.3113 2021-02-11 11:28:21,554 - mmaction - INFO - Epoch [37][1580/3757] lr: 1.000e-03, eta: 7:07:08, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9047, loss_cls: 1.0623, loss: 1.0623, grad_norm: 6.5023 2021-02-11 11:28:31,205 - mmaction - INFO - Epoch [37][1600/3757] lr: 1.000e-03, eta: 7:06:58, time: 0.483, data_time: 0.002, memory: 7076, top1_acc: 0.7133, top5_acc: 0.9031, loss_cls: 1.0833, loss: 1.0833, grad_norm: 6.2722 2021-02-11 11:28:42,361 - mmaction - INFO - Epoch [37][1620/3757] lr: 1.000e-03, eta: 7:06:48, time: 0.558, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0432, loss: 1.0432, grad_norm: 6.0776 2021-02-11 11:28:50,863 - mmaction - INFO - Epoch [37][1640/3757] lr: 1.000e-03, eta: 7:06:37, time: 0.425, data_time: 0.002, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9031, loss_cls: 1.0752, loss: 1.0752, grad_norm: 6.6021 2021-02-11 11:29:01,819 - mmaction - INFO - Epoch [37][1660/3757] lr: 1.000e-03, eta: 7:06:28, time: 0.546, data_time: 0.023, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0162, loss: 1.0162, grad_norm: 6.2609 2021-02-11 11:29:11,761 - mmaction - INFO - Epoch [37][1680/3757] lr: 1.000e-03, eta: 7:06:18, time: 0.498, data_time: 0.052, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8930, loss_cls: 1.0913, loss: 1.0913, grad_norm: 6.5270 2021-02-11 11:29:20,392 - mmaction - INFO - Epoch [37][1700/3757] lr: 1.000e-03, eta: 7:06:07, time: 0.430, data_time: 0.010, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.0858, loss: 1.0858, grad_norm: 6.6173 2021-02-11 11:29:30,972 - mmaction - INFO - Epoch [37][1720/3757] lr: 1.000e-03, eta: 7:05:57, time: 0.531, data_time: 0.023, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8992, loss_cls: 1.0602, loss: 1.0602, grad_norm: 6.2745 2021-02-11 11:29:40,751 - mmaction - INFO - Epoch [37][1740/3757] lr: 1.000e-03, eta: 7:05:47, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0538, loss: 1.0538, grad_norm: 6.4005 2021-02-11 11:29:50,672 - mmaction - INFO - Epoch [37][1760/3757] lr: 1.000e-03, eta: 7:05:37, time: 0.497, data_time: 0.002, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 1.0288, loss: 1.0288, grad_norm: 6.0752 2021-02-11 11:30:00,844 - mmaction - INFO - Epoch [37][1780/3757] lr: 1.000e-03, eta: 7:05:27, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.1334, loss: 1.1334, grad_norm: 6.5981 2021-02-11 11:30:10,900 - mmaction - INFO - Epoch [37][1800/3757] lr: 1.000e-03, eta: 7:05:17, time: 0.507, data_time: 0.006, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9756, loss: 0.9756, grad_norm: 6.2761 2021-02-11 11:30:20,157 - mmaction - INFO - Epoch [37][1820/3757] lr: 1.000e-03, eta: 7:05:07, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.4892 2021-02-11 11:30:30,802 - mmaction - INFO - Epoch [37][1840/3757] lr: 1.000e-03, eta: 7:04:57, time: 0.531, data_time: 0.000, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9062, loss_cls: 1.0542, loss: 1.0542, grad_norm: 6.4906 2021-02-11 11:30:40,625 - mmaction - INFO - Epoch [37][1860/3757] lr: 1.000e-03, eta: 7:04:47, time: 0.492, data_time: 0.002, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.3664 2021-02-11 11:30:51,680 - mmaction - INFO - Epoch [37][1880/3757] lr: 1.000e-03, eta: 7:04:37, time: 0.553, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.0883, loss: 1.0883, grad_norm: 6.4749 2021-02-11 11:31:01,706 - mmaction - INFO - Epoch [37][1900/3757] lr: 1.000e-03, eta: 7:04:27, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8930, loss_cls: 1.1115, loss: 1.1115, grad_norm: 6.6252 2021-02-11 11:31:12,431 - mmaction - INFO - Epoch [37][1920/3757] lr: 1.000e-03, eta: 7:04:17, time: 0.537, data_time: 0.002, memory: 7076, top1_acc: 0.7445, top5_acc: 0.8977, loss_cls: 1.0777, loss: 1.0777, grad_norm: 6.4994 2021-02-11 11:31:21,048 - mmaction - INFO - Epoch [37][1940/3757] lr: 1.000e-03, eta: 7:04:07, time: 0.431, data_time: 0.001, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 1.0283, loss: 1.0283, grad_norm: 6.3283 2021-02-11 11:31:33,184 - mmaction - INFO - Epoch [37][1960/3757] lr: 1.000e-03, eta: 7:03:57, time: 0.607, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1143, loss: 1.1143, grad_norm: 6.5231 2021-02-11 11:31:41,619 - mmaction - INFO - Epoch [37][1980/3757] lr: 1.000e-03, eta: 7:03:47, time: 0.421, data_time: 0.002, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0312, loss: 1.0312, grad_norm: 6.1903 2021-02-11 11:31:52,966 - mmaction - INFO - Epoch [37][2000/3757] lr: 1.000e-03, eta: 7:03:37, time: 0.568, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0791, loss: 1.0791, grad_norm: 6.2637 2021-02-11 11:32:01,835 - mmaction - INFO - Epoch [37][2020/3757] lr: 1.000e-03, eta: 7:03:27, time: 0.443, data_time: 0.052, memory: 7076, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.0758, loss: 1.0758, grad_norm: 6.4383 2021-02-11 11:32:13,329 - mmaction - INFO - Epoch [37][2040/3757] lr: 1.000e-03, eta: 7:03:17, time: 0.570, data_time: 0.001, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.0676, loss: 1.0676, grad_norm: 6.4110 2021-02-11 11:32:22,080 - mmaction - INFO - Epoch [37][2060/3757] lr: 1.000e-03, eta: 7:03:07, time: 0.443, data_time: 0.014, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9031, loss_cls: 1.0170, loss: 1.0170, grad_norm: 6.3351 2021-02-11 11:32:32,401 - mmaction - INFO - Epoch [37][2080/3757] lr: 1.000e-03, eta: 7:02:57, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0789, loss: 1.0789, grad_norm: 6.4711 2021-02-11 11:32:42,572 - mmaction - INFO - Epoch [37][2100/3757] lr: 1.000e-03, eta: 7:02:47, time: 0.511, data_time: 0.004, memory: 7076, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.0912, loss: 1.0912, grad_norm: 6.5621 2021-02-11 11:32:54,039 - mmaction - INFO - Epoch [37][2120/3757] lr: 1.000e-03, eta: 7:02:37, time: 0.573, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0162, loss: 1.0162, grad_norm: 6.2301 2021-02-11 11:33:02,825 - mmaction - INFO - Epoch [37][2140/3757] lr: 1.000e-03, eta: 7:02:27, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.7555, top5_acc: 0.8961, loss_cls: 1.0854, loss: 1.0854, grad_norm: 6.3737 2021-02-11 11:33:13,756 - mmaction - INFO - Epoch [37][2160/3757] lr: 1.000e-03, eta: 7:02:17, time: 0.546, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8875, loss_cls: 1.1076, loss: 1.1076, grad_norm: 6.2927 2021-02-11 11:33:25,151 - mmaction - INFO - Epoch [37][2180/3757] lr: 1.000e-03, eta: 7:02:07, time: 0.568, data_time: 0.076, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.3676 2021-02-11 11:33:34,642 - mmaction - INFO - Epoch [37][2200/3757] lr: 1.000e-03, eta: 7:01:57, time: 0.477, data_time: 0.043, memory: 7076, top1_acc: 0.7500, top5_acc: 0.8906, loss_cls: 1.0540, loss: 1.0540, grad_norm: 6.0517 2021-02-11 11:33:44,240 - mmaction - INFO - Epoch [37][2220/3757] lr: 1.000e-03, eta: 7:01:47, time: 0.479, data_time: 0.135, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8992, loss_cls: 1.0796, loss: 1.0796, grad_norm: 6.2917 2021-02-11 11:33:55,043 - mmaction - INFO - Epoch [37][2240/3757] lr: 1.000e-03, eta: 7:01:37, time: 0.540, data_time: 0.077, memory: 7076, top1_acc: 0.7391, top5_acc: 0.8992, loss_cls: 1.0712, loss: 1.0712, grad_norm: 6.2638 2021-02-11 11:34:04,197 - mmaction - INFO - Epoch [37][2260/3757] lr: 1.000e-03, eta: 7:01:27, time: 0.458, data_time: 0.004, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9094, loss_cls: 1.0039, loss: 1.0039, grad_norm: 6.2762 2021-02-11 11:34:15,416 - mmaction - INFO - Epoch [37][2280/3757] lr: 1.000e-03, eta: 7:01:17, time: 0.559, data_time: 0.000, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9117, loss_cls: 1.0231, loss: 1.0231, grad_norm: 6.2021 2021-02-11 11:34:23,925 - mmaction - INFO - Epoch [37][2300/3757] lr: 1.000e-03, eta: 7:01:06, time: 0.427, data_time: 0.019, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0448, loss: 1.0448, grad_norm: 6.3141 2021-02-11 11:34:35,143 - mmaction - INFO - Epoch [37][2320/3757] lr: 1.000e-03, eta: 7:00:57, time: 0.559, data_time: 0.025, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1106, loss: 1.1106, grad_norm: 6.5791 2021-02-11 11:34:44,602 - mmaction - INFO - Epoch [37][2340/3757] lr: 1.000e-03, eta: 7:00:47, time: 0.475, data_time: 0.004, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0317, loss: 1.0317, grad_norm: 6.5023 2021-02-11 11:34:55,071 - mmaction - INFO - Epoch [37][2360/3757] lr: 1.000e-03, eta: 7:00:37, time: 0.524, data_time: 0.055, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0319, loss: 1.0319, grad_norm: 6.2750 2021-02-11 11:35:05,104 - mmaction - INFO - Epoch [37][2380/3757] lr: 1.000e-03, eta: 7:00:27, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.0527, loss: 1.0527, grad_norm: 6.3400 2021-02-11 11:35:15,752 - mmaction - INFO - Epoch [37][2400/3757] lr: 1.000e-03, eta: 7:00:17, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.0996, loss: 1.0996, grad_norm: 6.6288 2021-02-11 11:35:26,938 - mmaction - INFO - Epoch [37][2420/3757] lr: 1.000e-03, eta: 7:00:07, time: 0.555, data_time: 0.003, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0886, loss: 1.0886, grad_norm: 6.3762 2021-02-11 11:35:35,854 - mmaction - INFO - Epoch [37][2440/3757] lr: 1.000e-03, eta: 6:59:57, time: 0.452, data_time: 0.008, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9078, loss_cls: 1.0777, loss: 1.0777, grad_norm: 6.4075 2021-02-11 11:35:47,622 - mmaction - INFO - Epoch [37][2460/3757] lr: 1.000e-03, eta: 6:59:47, time: 0.586, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9141, loss_cls: 1.0299, loss: 1.0299, grad_norm: 6.5660 2021-02-11 11:35:56,574 - mmaction - INFO - Epoch [37][2480/3757] lr: 1.000e-03, eta: 6:59:37, time: 0.451, data_time: 0.004, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9960, loss: 0.9960, grad_norm: 6.1355 2021-02-11 11:36:06,599 - mmaction - INFO - Epoch [37][2500/3757] lr: 1.000e-03, eta: 6:59:27, time: 0.501, data_time: 0.003, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.1070, loss: 1.1070, grad_norm: 6.6395 2021-02-11 11:36:16,080 - mmaction - INFO - Epoch [37][2520/3757] lr: 1.000e-03, eta: 6:59:17, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.7016, top5_acc: 0.8977, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.6327 2021-02-11 11:36:26,491 - mmaction - INFO - Epoch [37][2540/3757] lr: 1.000e-03, eta: 6:59:07, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.1066, loss: 1.1066, grad_norm: 6.7761 2021-02-11 11:36:36,773 - mmaction - INFO - Epoch [37][2560/3757] lr: 1.000e-03, eta: 6:58:57, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8883, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.8371 2021-02-11 11:36:47,280 - mmaction - INFO - Epoch [37][2580/3757] lr: 1.000e-03, eta: 6:58:47, time: 0.526, data_time: 0.003, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0780, loss: 1.0780, grad_norm: 6.4824 2021-02-11 11:36:57,225 - mmaction - INFO - Epoch [37][2600/3757] lr: 1.000e-03, eta: 6:58:37, time: 0.498, data_time: 0.002, memory: 7076, top1_acc: 0.7320, top5_acc: 0.8914, loss_cls: 1.0969, loss: 1.0969, grad_norm: 6.4664 2021-02-11 11:37:07,028 - mmaction - INFO - Epoch [37][2620/3757] lr: 1.000e-03, eta: 6:58:27, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0636, loss: 1.0636, grad_norm: 6.4412 2021-02-11 11:37:17,133 - mmaction - INFO - Epoch [37][2640/3757] lr: 1.000e-03, eta: 6:58:17, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 1.0257, loss: 1.0257, grad_norm: 6.2752 2021-02-11 11:37:27,593 - mmaction - INFO - Epoch [37][2660/3757] lr: 1.000e-03, eta: 6:58:07, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1178, loss: 1.1178, grad_norm: 6.5776 2021-02-11 11:37:37,959 - mmaction - INFO - Epoch [37][2680/3757] lr: 1.000e-03, eta: 6:57:57, time: 0.531, data_time: 0.014, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0612, loss: 1.0612, grad_norm: 6.3346 2021-02-11 11:37:48,153 - mmaction - INFO - Epoch [37][2700/3757] lr: 1.000e-03, eta: 6:57:47, time: 0.498, data_time: 0.002, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.1823, loss: 1.1823, grad_norm: 6.5572 2021-02-11 11:37:58,580 - mmaction - INFO - Epoch [37][2720/3757] lr: 1.000e-03, eta: 6:57:37, time: 0.533, data_time: 0.013, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.1310, loss: 1.1310, grad_norm: 6.5784 2021-02-11 11:38:08,013 - mmaction - INFO - Epoch [37][2740/3757] lr: 1.000e-03, eta: 6:57:27, time: 0.471, data_time: 0.003, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.0788, loss: 1.0788, grad_norm: 6.5083 2021-02-11 11:38:17,287 - mmaction - INFO - Epoch [37][2760/3757] lr: 1.000e-03, eta: 6:57:16, time: 0.465, data_time: 0.004, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9086, loss_cls: 1.0264, loss: 1.0264, grad_norm: 6.2396 2021-02-11 11:38:27,747 - mmaction - INFO - Epoch [37][2780/3757] lr: 1.000e-03, eta: 6:57:06, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.6992, top5_acc: 0.8938, loss_cls: 1.1462, loss: 1.1462, grad_norm: 6.6581 2021-02-11 11:38:37,393 - mmaction - INFO - Epoch [37][2800/3757] lr: 1.000e-03, eta: 6:56:56, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1205, loss: 1.1205, grad_norm: 6.4082 2021-02-11 11:38:47,849 - mmaction - INFO - Epoch [37][2820/3757] lr: 1.000e-03, eta: 6:56:46, time: 0.525, data_time: 0.004, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8812, loss_cls: 1.0953, loss: 1.0953, grad_norm: 6.3224 2021-02-11 11:38:57,345 - mmaction - INFO - Epoch [37][2840/3757] lr: 1.000e-03, eta: 6:56:36, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8938, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.2480 2021-02-11 11:39:08,244 - mmaction - INFO - Epoch [37][2860/3757] lr: 1.000e-03, eta: 6:56:26, time: 0.544, data_time: 0.017, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.5591 2021-02-11 11:39:18,081 - mmaction - INFO - Epoch [37][2880/3757] lr: 1.000e-03, eta: 6:56:16, time: 0.493, data_time: 0.003, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.0855, loss: 1.0855, grad_norm: 6.3799 2021-02-11 11:39:28,701 - mmaction - INFO - Epoch [37][2900/3757] lr: 1.000e-03, eta: 6:56:06, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9164, loss_cls: 0.9905, loss: 0.9905, grad_norm: 6.2745 2021-02-11 11:39:37,345 - mmaction - INFO - Epoch [37][2920/3757] lr: 1.000e-03, eta: 6:55:56, time: 0.433, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1106, loss: 1.1106, grad_norm: 6.4104 2021-02-11 11:39:47,288 - mmaction - INFO - Epoch [37][2940/3757] lr: 1.000e-03, eta: 6:55:46, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0563, loss: 1.0563, grad_norm: 6.3944 2021-02-11 11:39:56,818 - mmaction - INFO - Epoch [37][2960/3757] lr: 1.000e-03, eta: 6:55:35, time: 0.478, data_time: 0.003, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8969, loss_cls: 1.1056, loss: 1.1056, grad_norm: 6.4914 2021-02-11 11:40:06,980 - mmaction - INFO - Epoch [37][2980/3757] lr: 1.000e-03, eta: 6:55:25, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 1.0456, loss: 1.0456, grad_norm: 6.4468 2021-02-11 11:40:16,657 - mmaction - INFO - Epoch [37][3000/3757] lr: 1.000e-03, eta: 6:55:15, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.6584 2021-02-11 11:40:26,577 - mmaction - INFO - Epoch [37][3020/3757] lr: 1.000e-03, eta: 6:55:05, time: 0.496, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9016, loss_cls: 1.0175, loss: 1.0175, grad_norm: 6.2603 2021-02-11 11:40:36,147 - mmaction - INFO - Epoch [37][3040/3757] lr: 1.000e-03, eta: 6:54:55, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.0697, loss: 1.0697, grad_norm: 6.5644 2021-02-11 11:40:46,310 - mmaction - INFO - Epoch [37][3060/3757] lr: 1.000e-03, eta: 6:54:45, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1073, loss: 1.1073, grad_norm: 6.6807 2021-02-11 11:40:55,844 - mmaction - INFO - Epoch [37][3080/3757] lr: 1.000e-03, eta: 6:54:35, time: 0.478, data_time: 0.002, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0199, loss: 1.0199, grad_norm: 6.3668 2021-02-11 11:41:05,802 - mmaction - INFO - Epoch [37][3100/3757] lr: 1.000e-03, eta: 6:54:25, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.5427 2021-02-11 11:41:15,726 - mmaction - INFO - Epoch [37][3120/3757] lr: 1.000e-03, eta: 6:54:15, time: 0.502, data_time: 0.007, memory: 7076, top1_acc: 0.7141, top5_acc: 0.9016, loss_cls: 1.1070, loss: 1.1070, grad_norm: 6.4330 2021-02-11 11:41:25,995 - mmaction - INFO - Epoch [37][3140/3757] lr: 1.000e-03, eta: 6:54:05, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.1057, loss: 1.1057, grad_norm: 6.6015 2021-02-11 11:41:36,352 - mmaction - INFO - Epoch [37][3160/3757] lr: 1.000e-03, eta: 6:53:55, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.8938, loss_cls: 1.0623, loss: 1.0623, grad_norm: 6.1956 2021-02-11 11:41:45,990 - mmaction - INFO - Epoch [37][3180/3757] lr: 1.000e-03, eta: 6:53:44, time: 0.487, data_time: 0.028, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0497, loss: 1.0497, grad_norm: 6.3928 2021-02-11 11:41:56,583 - mmaction - INFO - Epoch [37][3200/3757] lr: 1.000e-03, eta: 6:53:35, time: 0.529, data_time: 0.025, memory: 7076, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1269, loss: 1.1269, grad_norm: 6.4301 2021-02-11 11:42:05,485 - mmaction - INFO - Epoch [37][3220/3757] lr: 1.000e-03, eta: 6:53:24, time: 0.445, data_time: 0.010, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.3490 2021-02-11 11:42:15,387 - mmaction - INFO - Epoch [37][3240/3757] lr: 1.000e-03, eta: 6:53:14, time: 0.495, data_time: 0.044, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9102, loss_cls: 1.0761, loss: 1.0761, grad_norm: 6.6463 2021-02-11 11:42:25,414 - mmaction - INFO - Epoch [37][3260/3757] lr: 1.000e-03, eta: 6:53:04, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.3229 2021-02-11 11:42:34,824 - mmaction - INFO - Epoch [37][3280/3757] lr: 1.000e-03, eta: 6:52:54, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0332, loss: 1.0332, grad_norm: 6.2641 2021-02-11 11:42:44,831 - mmaction - INFO - Epoch [37][3300/3757] lr: 1.000e-03, eta: 6:52:44, time: 0.500, data_time: 0.000, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8984, loss_cls: 1.0705, loss: 1.0705, grad_norm: 6.3337 2021-02-11 11:42:54,477 - mmaction - INFO - Epoch [37][3320/3757] lr: 1.000e-03, eta: 6:52:33, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9133, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.1250 2021-02-11 11:43:17,793 - mmaction - INFO - Epoch [37][3340/3757] lr: 1.000e-03, eta: 6:52:28, time: 1.159, data_time: 0.002, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9047, loss_cls: 1.0350, loss: 1.0350, grad_norm: 6.3725 2021-02-11 11:43:28,357 - mmaction - INFO - Epoch [37][3360/3757] lr: 1.000e-03, eta: 6:52:18, time: 0.536, data_time: 0.010, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.4978 2021-02-11 11:43:38,184 - mmaction - INFO - Epoch [37][3380/3757] lr: 1.000e-03, eta: 6:52:08, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9180, loss_cls: 1.0107, loss: 1.0107, grad_norm: 6.3705 2021-02-11 11:43:48,586 - mmaction - INFO - Epoch [37][3400/3757] lr: 1.000e-03, eta: 6:51:58, time: 0.517, data_time: 0.003, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0756, loss: 1.0756, grad_norm: 6.4192 2021-02-11 11:43:58,041 - mmaction - INFO - Epoch [37][3420/3757] lr: 1.000e-03, eta: 6:51:48, time: 0.477, data_time: 0.005, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9164, loss_cls: 0.9816, loss: 0.9816, grad_norm: 6.2401 2021-02-11 11:44:08,609 - mmaction - INFO - Epoch [37][3440/3757] lr: 1.000e-03, eta: 6:51:38, time: 0.528, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.1001, loss: 1.1001, grad_norm: 6.5476 2021-02-11 11:44:18,754 - mmaction - INFO - Epoch [37][3460/3757] lr: 1.000e-03, eta: 6:51:28, time: 0.506, data_time: 0.002, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0563, loss: 1.0563, grad_norm: 6.1020 2021-02-11 11:44:28,682 - mmaction - INFO - Epoch [37][3480/3757] lr: 1.000e-03, eta: 6:51:18, time: 0.499, data_time: 0.003, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1192, loss: 1.1192, grad_norm: 6.4638 2021-02-11 11:44:39,394 - mmaction - INFO - Epoch [37][3500/3757] lr: 1.000e-03, eta: 6:51:08, time: 0.535, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9102, loss_cls: 1.0415, loss: 1.0415, grad_norm: 6.2922 2021-02-11 11:44:48,646 - mmaction - INFO - Epoch [37][3520/3757] lr: 1.000e-03, eta: 6:50:58, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 1.0230, loss: 1.0230, grad_norm: 6.3500 2021-02-11 11:44:59,699 - mmaction - INFO - Epoch [37][3540/3757] lr: 1.000e-03, eta: 6:50:48, time: 0.551, data_time: 0.002, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.0867, loss: 1.0867, grad_norm: 6.3425 2021-02-11 11:45:09,480 - mmaction - INFO - Epoch [37][3560/3757] lr: 1.000e-03, eta: 6:50:38, time: 0.490, data_time: 0.004, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.1180, loss: 1.1180, grad_norm: 6.5224 2021-02-11 11:45:20,301 - mmaction - INFO - Epoch [37][3580/3757] lr: 1.000e-03, eta: 6:50:28, time: 0.542, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0425, loss: 1.0425, grad_norm: 6.3734 2021-02-11 11:45:29,286 - mmaction - INFO - Epoch [37][3600/3757] lr: 1.000e-03, eta: 6:50:18, time: 0.450, data_time: 0.003, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0886, loss: 1.0886, grad_norm: 6.3808 2021-02-11 11:45:39,965 - mmaction - INFO - Epoch [37][3620/3757] lr: 1.000e-03, eta: 6:50:08, time: 0.533, data_time: 0.000, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9141, loss_cls: 1.0194, loss: 1.0194, grad_norm: 6.3926 2021-02-11 11:45:49,716 - mmaction - INFO - Epoch [37][3640/3757] lr: 1.000e-03, eta: 6:49:58, time: 0.488, data_time: 0.002, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8945, loss_cls: 1.1256, loss: 1.1256, grad_norm: 6.3792 2021-02-11 11:45:59,392 - mmaction - INFO - Epoch [37][3660/3757] lr: 1.000e-03, eta: 6:49:48, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0423, loss: 1.0423, grad_norm: 6.4239 2021-02-11 11:46:09,856 - mmaction - INFO - Epoch [37][3680/3757] lr: 1.000e-03, eta: 6:49:38, time: 0.523, data_time: 0.014, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9031, loss_cls: 1.0525, loss: 1.0525, grad_norm: 6.4245 2021-02-11 11:46:19,660 - mmaction - INFO - Epoch [37][3700/3757] lr: 1.000e-03, eta: 6:49:28, time: 0.489, data_time: 0.012, memory: 7076, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1868, loss: 1.1868, grad_norm: 6.6772 2021-02-11 11:46:29,676 - mmaction - INFO - Epoch [37][3720/3757] lr: 1.000e-03, eta: 6:49:18, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0083, loss: 1.0083, grad_norm: 6.3475 2021-02-11 11:46:39,335 - mmaction - INFO - Epoch [37][3740/3757] lr: 1.000e-03, eta: 6:49:07, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9023, loss_cls: 1.0768, loss: 1.0768, grad_norm: 6.6488 2021-02-11 11:49:50,801 - mmaction - INFO - Epoch [38][20/3757] lr: 1.000e-03, eta: 6:49:43, time: 8.693, data_time: 8.316, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1420, loss: 1.1420, grad_norm: 6.4428 2021-02-11 11:50:00,640 - mmaction - INFO - Epoch [38][40/3757] lr: 1.000e-03, eta: 6:49:33, time: 0.493, data_time: 0.081, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9728, loss: 0.9728, grad_norm: 6.1137 2021-02-11 11:50:10,376 - mmaction - INFO - Epoch [38][60/3757] lr: 1.000e-03, eta: 6:49:23, time: 0.483, data_time: 0.005, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9086, loss_cls: 1.0114, loss: 1.0114, grad_norm: 6.4748 2021-02-11 11:50:20,548 - mmaction - INFO - Epoch [38][80/3757] lr: 1.000e-03, eta: 6:49:13, time: 0.513, data_time: 0.064, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0564, loss: 1.0564, grad_norm: 6.3033 2021-02-11 11:50:30,115 - mmaction - INFO - Epoch [38][100/3757] lr: 1.000e-03, eta: 6:49:03, time: 0.479, data_time: 0.075, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9117, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.2286 2021-02-11 11:50:40,064 - mmaction - INFO - Epoch [38][120/3757] lr: 1.000e-03, eta: 6:48:53, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9062, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.4341 2021-02-11 11:50:49,591 - mmaction - INFO - Epoch [38][140/3757] lr: 1.000e-03, eta: 6:48:42, time: 0.479, data_time: 0.003, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.0851, loss: 1.0851, grad_norm: 6.5599 2021-02-11 11:50:59,421 - mmaction - INFO - Epoch [38][160/3757] lr: 1.000e-03, eta: 6:48:32, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9576, loss: 0.9576, grad_norm: 6.0821 2021-02-11 11:51:09,514 - mmaction - INFO - Epoch [38][180/3757] lr: 1.000e-03, eta: 6:48:22, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9141, loss_cls: 0.9846, loss: 0.9846, grad_norm: 6.0910 2021-02-11 11:51:19,840 - mmaction - INFO - Epoch [38][200/3757] lr: 1.000e-03, eta: 6:48:12, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.2621 2021-02-11 11:51:29,127 - mmaction - INFO - Epoch [38][220/3757] lr: 1.000e-03, eta: 6:48:02, time: 0.467, data_time: 0.003, memory: 7076, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0652, loss: 1.0652, grad_norm: 6.1551 2021-02-11 11:51:40,006 - mmaction - INFO - Epoch [38][240/3757] lr: 1.000e-03, eta: 6:47:52, time: 0.542, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.3474 2021-02-11 11:51:49,418 - mmaction - INFO - Epoch [38][260/3757] lr: 1.000e-03, eta: 6:47:42, time: 0.472, data_time: 0.003, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.3116 2021-02-11 11:51:59,885 - mmaction - INFO - Epoch [38][280/3757] lr: 1.000e-03, eta: 6:47:32, time: 0.522, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0572, loss: 1.0572, grad_norm: 6.3818 2021-02-11 11:52:09,087 - mmaction - INFO - Epoch [38][300/3757] lr: 1.000e-03, eta: 6:47:21, time: 0.460, data_time: 0.002, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9000, loss_cls: 1.0628, loss: 1.0628, grad_norm: 6.4373 2021-02-11 11:52:19,772 - mmaction - INFO - Epoch [38][320/3757] lr: 1.000e-03, eta: 6:47:11, time: 0.533, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9023, loss_cls: 0.9993, loss: 0.9993, grad_norm: 6.0565 2021-02-11 11:52:30,139 - mmaction - INFO - Epoch [38][340/3757] lr: 1.000e-03, eta: 6:47:01, time: 0.518, data_time: 0.003, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8984, loss_cls: 1.0854, loss: 1.0854, grad_norm: 6.3748 2021-02-11 11:52:40,807 - mmaction - INFO - Epoch [38][360/3757] lr: 1.000e-03, eta: 6:46:52, time: 0.531, data_time: 0.003, memory: 7076, top1_acc: 0.7133, top5_acc: 0.9023, loss_cls: 1.0696, loss: 1.0696, grad_norm: 6.3847 2021-02-11 11:52:50,205 - mmaction - INFO - Epoch [38][380/3757] lr: 1.000e-03, eta: 6:46:41, time: 0.473, data_time: 0.005, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9117, loss_cls: 1.0195, loss: 1.0195, grad_norm: 6.2783 2021-02-11 11:52:59,998 - mmaction - INFO - Epoch [38][400/3757] lr: 1.000e-03, eta: 6:46:31, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.1159, loss: 1.1159, grad_norm: 6.4610 2021-02-11 11:53:09,827 - mmaction - INFO - Epoch [38][420/3757] lr: 1.000e-03, eta: 6:46:21, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9016, loss_cls: 1.0875, loss: 1.0875, grad_norm: 6.5140 2021-02-11 11:53:19,798 - mmaction - INFO - Epoch [38][440/3757] lr: 1.000e-03, eta: 6:46:11, time: 0.500, data_time: 0.014, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1652, loss: 1.1652, grad_norm: 6.4283 2021-02-11 11:53:29,136 - mmaction - INFO - Epoch [38][460/3757] lr: 1.000e-03, eta: 6:46:01, time: 0.466, data_time: 0.031, memory: 7076, top1_acc: 0.7320, top5_acc: 0.8961, loss_cls: 1.0370, loss: 1.0370, grad_norm: 6.2327 2021-02-11 11:53:39,309 - mmaction - INFO - Epoch [38][480/3757] lr: 1.000e-03, eta: 6:45:51, time: 0.509, data_time: 0.020, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1053, loss: 1.1053, grad_norm: 6.4233 2021-02-11 11:53:48,903 - mmaction - INFO - Epoch [38][500/3757] lr: 1.000e-03, eta: 6:45:40, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9242, loss_cls: 0.9627, loss: 0.9627, grad_norm: 6.3364 2021-02-11 11:53:58,801 - mmaction - INFO - Epoch [38][520/3757] lr: 1.000e-03, eta: 6:45:30, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0509, loss: 1.0509, grad_norm: 6.4742 2021-02-11 11:54:08,297 - mmaction - INFO - Epoch [38][540/3757] lr: 1.000e-03, eta: 6:45:20, time: 0.475, data_time: 0.063, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1350, loss: 1.1350, grad_norm: 6.6774 2021-02-11 11:54:18,556 - mmaction - INFO - Epoch [38][560/3757] lr: 1.000e-03, eta: 6:45:10, time: 0.508, data_time: 0.054, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.0749, loss: 1.0749, grad_norm: 6.4097 2021-02-11 11:54:28,611 - mmaction - INFO - Epoch [38][580/3757] lr: 1.000e-03, eta: 6:45:00, time: 0.507, data_time: 0.154, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.5379 2021-02-11 11:54:39,939 - mmaction - INFO - Epoch [38][600/3757] lr: 1.000e-03, eta: 6:44:50, time: 0.565, data_time: 0.051, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0492, loss: 1.0492, grad_norm: 6.4781 2021-02-11 11:54:48,845 - mmaction - INFO - Epoch [38][620/3757] lr: 1.000e-03, eta: 6:44:40, time: 0.448, data_time: 0.073, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9250, loss_cls: 0.9432, loss: 0.9432, grad_norm: 6.4200 2021-02-11 11:54:58,761 - mmaction - INFO - Epoch [38][640/3757] lr: 1.000e-03, eta: 6:44:30, time: 0.496, data_time: 0.041, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9102, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.4523 2021-02-11 11:55:08,676 - mmaction - INFO - Epoch [38][660/3757] lr: 1.000e-03, eta: 6:44:19, time: 0.496, data_time: 0.016, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0412, loss: 1.0412, grad_norm: 6.5916 2021-02-11 11:55:19,319 - mmaction - INFO - Epoch [38][680/3757] lr: 1.000e-03, eta: 6:44:10, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8961, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.5063 2021-02-11 11:55:29,419 - mmaction - INFO - Epoch [38][700/3757] lr: 1.000e-03, eta: 6:44:00, time: 0.506, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.1009, loss: 1.1009, grad_norm: 6.5793 2021-02-11 11:55:38,867 - mmaction - INFO - Epoch [38][720/3757] lr: 1.000e-03, eta: 6:43:49, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.0626, loss: 1.0626, grad_norm: 6.3057 2021-02-11 11:55:49,520 - mmaction - INFO - Epoch [38][740/3757] lr: 1.000e-03, eta: 6:43:39, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0767, loss: 1.0767, grad_norm: 6.4643 2021-02-11 11:55:58,030 - mmaction - INFO - Epoch [38][760/3757] lr: 1.000e-03, eta: 6:43:29, time: 0.451, data_time: 0.027, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0999, loss: 1.0999, grad_norm: 6.5154 2021-02-11 11:56:08,205 - mmaction - INFO - Epoch [38][780/3757] lr: 1.000e-03, eta: 6:43:19, time: 0.507, data_time: 0.012, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.0836, loss: 1.0836, grad_norm: 6.2911 2021-02-11 11:56:18,988 - mmaction - INFO - Epoch [38][800/3757] lr: 1.000e-03, eta: 6:43:09, time: 0.537, data_time: 0.003, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8883, loss_cls: 1.0690, loss: 1.0690, grad_norm: 6.3206 2021-02-11 11:56:28,768 - mmaction - INFO - Epoch [38][820/3757] lr: 1.000e-03, eta: 6:42:59, time: 0.493, data_time: 0.005, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0470, loss: 1.0470, grad_norm: 6.2179 2021-02-11 11:56:38,257 - mmaction - INFO - Epoch [38][840/3757] lr: 1.000e-03, eta: 6:42:48, time: 0.474, data_time: 0.000, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9180, loss_cls: 1.0032, loss: 1.0032, grad_norm: 6.3434 2021-02-11 11:56:47,768 - mmaction - INFO - Epoch [38][860/3757] lr: 1.000e-03, eta: 6:42:38, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.8961, loss_cls: 1.0535, loss: 1.0535, grad_norm: 6.5393 2021-02-11 11:56:58,161 - mmaction - INFO - Epoch [38][880/3757] lr: 1.000e-03, eta: 6:42:28, time: 0.520, data_time: 0.002, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 1.0070, loss: 1.0070, grad_norm: 6.2588 2021-02-11 11:57:07,942 - mmaction - INFO - Epoch [38][900/3757] lr: 1.000e-03, eta: 6:42:18, time: 0.489, data_time: 0.010, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9023, loss_cls: 1.1137, loss: 1.1137, grad_norm: 6.5767 2021-02-11 11:57:17,931 - mmaction - INFO - Epoch [38][920/3757] lr: 1.000e-03, eta: 6:42:08, time: 0.500, data_time: 0.072, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0469, loss: 1.0469, grad_norm: 6.5566 2021-02-11 11:57:28,801 - mmaction - INFO - Epoch [38][940/3757] lr: 1.000e-03, eta: 6:41:58, time: 0.543, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 1.0082, loss: 1.0082, grad_norm: 6.2742 2021-02-11 11:57:38,116 - mmaction - INFO - Epoch [38][960/3757] lr: 1.000e-03, eta: 6:41:48, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.7453, top5_acc: 0.8852, loss_cls: 1.0768, loss: 1.0768, grad_norm: 6.3729 2021-02-11 11:57:48,849 - mmaction - INFO - Epoch [38][980/3757] lr: 1.000e-03, eta: 6:41:38, time: 0.535, data_time: 0.000, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0622, loss: 1.0622, grad_norm: 6.4171 2021-02-11 11:57:58,373 - mmaction - INFO - Epoch [38][1000/3757] lr: 1.000e-03, eta: 6:41:28, time: 0.478, data_time: 0.003, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 0.9930, loss: 0.9930, grad_norm: 6.1957 2021-02-11 11:58:09,067 - mmaction - INFO - Epoch [38][1020/3757] lr: 1.000e-03, eta: 6:41:18, time: 0.534, data_time: 0.030, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 0.9986, loss: 0.9986, grad_norm: 6.3134 2021-02-11 11:58:17,942 - mmaction - INFO - Epoch [38][1040/3757] lr: 1.000e-03, eta: 6:41:07, time: 0.444, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9062, loss_cls: 1.0765, loss: 1.0765, grad_norm: 6.7009 2021-02-11 11:58:28,041 - mmaction - INFO - Epoch [38][1060/3757] lr: 1.000e-03, eta: 6:40:57, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 1.0366, loss: 1.0366, grad_norm: 6.3611 2021-02-11 11:58:37,569 - mmaction - INFO - Epoch [38][1080/3757] lr: 1.000e-03, eta: 6:40:47, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9000, loss_cls: 1.0348, loss: 1.0348, grad_norm: 6.3608 2021-02-11 11:58:47,675 - mmaction - INFO - Epoch [38][1100/3757] lr: 1.000e-03, eta: 6:40:37, time: 0.493, data_time: 0.000, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0326, loss: 1.0326, grad_norm: 6.4243 2021-02-11 11:58:56,814 - mmaction - INFO - Epoch [38][1120/3757] lr: 1.000e-03, eta: 6:40:27, time: 0.468, data_time: 0.013, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9047, loss_cls: 1.0260, loss: 1.0260, grad_norm: 6.4903 2021-02-11 11:59:07,118 - mmaction - INFO - Epoch [38][1140/3757] lr: 1.000e-03, eta: 6:40:17, time: 0.515, data_time: 0.003, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9039, loss_cls: 1.0110, loss: 1.0110, grad_norm: 6.3080 2021-02-11 11:59:17,321 - mmaction - INFO - Epoch [38][1160/3757] lr: 1.000e-03, eta: 6:40:07, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9109, loss_cls: 1.0546, loss: 1.0546, grad_norm: 6.5706 2021-02-11 11:59:26,598 - mmaction - INFO - Epoch [38][1180/3757] lr: 1.000e-03, eta: 6:39:56, time: 0.465, data_time: 0.003, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9078, loss_cls: 1.0511, loss: 1.0511, grad_norm: 6.7210 2021-02-11 11:59:37,085 - mmaction - INFO - Epoch [38][1200/3757] lr: 1.000e-03, eta: 6:39:46, time: 0.524, data_time: 0.000, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.1054, loss: 1.1054, grad_norm: 6.6043 2021-02-11 11:59:46,428 - mmaction - INFO - Epoch [38][1220/3757] lr: 1.000e-03, eta: 6:39:36, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 1.0462, loss: 1.0462, grad_norm: 6.3022 2021-02-11 11:59:56,098 - mmaction - INFO - Epoch [38][1240/3757] lr: 1.000e-03, eta: 6:39:26, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.3264 2021-02-11 12:00:06,712 - mmaction - INFO - Epoch [38][1260/3757] lr: 1.000e-03, eta: 6:39:16, time: 0.528, data_time: 0.002, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.0730, loss: 1.0730, grad_norm: 6.5353 2021-02-11 12:00:17,519 - mmaction - INFO - Epoch [38][1280/3757] lr: 1.000e-03, eta: 6:39:06, time: 0.542, data_time: 0.120, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 1.0202, loss: 1.0202, grad_norm: 6.2981 2021-02-11 12:00:28,015 - mmaction - INFO - Epoch [38][1300/3757] lr: 1.000e-03, eta: 6:38:56, time: 0.512, data_time: 0.084, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.1261, loss: 1.1261, grad_norm: 6.6770 2021-02-11 12:00:40,499 - mmaction - INFO - Epoch [38][1320/3757] lr: 1.000e-03, eta: 6:38:47, time: 0.633, data_time: 0.016, memory: 7076, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1363, loss: 1.1363, grad_norm: 6.6512 2021-02-11 12:00:54,182 - mmaction - INFO - Epoch [38][1340/3757] lr: 1.000e-03, eta: 6:38:38, time: 0.685, data_time: 0.017, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0192, loss: 1.0192, grad_norm: 6.3680 2021-02-11 12:01:06,342 - mmaction - INFO - Epoch [38][1360/3757] lr: 1.000e-03, eta: 6:38:29, time: 0.612, data_time: 0.050, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9000, loss_cls: 1.0627, loss: 1.0627, grad_norm: 6.3954 2021-02-11 12:01:16,332 - mmaction - INFO - Epoch [38][1380/3757] lr: 1.000e-03, eta: 6:38:19, time: 0.499, data_time: 0.005, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0507, loss: 1.0507, grad_norm: 6.3904 2021-02-11 12:01:28,277 - mmaction - INFO - Epoch [38][1400/3757] lr: 1.000e-03, eta: 6:38:09, time: 0.591, data_time: 0.006, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0738, loss: 1.0738, grad_norm: 6.6319 2021-02-11 12:01:41,675 - mmaction - INFO - Epoch [38][1420/3757] lr: 1.000e-03, eta: 6:38:00, time: 0.672, data_time: 0.047, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9109, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.4031 2021-02-11 12:01:55,547 - mmaction - INFO - Epoch [38][1440/3757] lr: 1.000e-03, eta: 6:37:52, time: 0.699, data_time: 0.056, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0659, loss: 1.0659, grad_norm: 6.5308 2021-02-11 12:02:06,232 - mmaction - INFO - Epoch [38][1460/3757] lr: 1.000e-03, eta: 6:37:42, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9062, loss_cls: 1.0243, loss: 1.0243, grad_norm: 6.3766 2021-02-11 12:02:15,927 - mmaction - INFO - Epoch [38][1480/3757] lr: 1.000e-03, eta: 6:37:31, time: 0.488, data_time: 0.004, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9031, loss_cls: 1.0551, loss: 1.0551, grad_norm: 6.5460 2021-02-11 12:02:29,877 - mmaction - INFO - Epoch [38][1500/3757] lr: 1.000e-03, eta: 6:37:23, time: 0.695, data_time: 0.000, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9250, loss_cls: 0.9212, loss: 0.9212, grad_norm: 6.1523 2021-02-11 12:02:41,198 - mmaction - INFO - Epoch [38][1520/3757] lr: 1.000e-03, eta: 6:37:13, time: 0.567, data_time: 0.003, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0739, loss: 1.0739, grad_norm: 6.4999 2021-02-11 12:02:51,944 - mmaction - INFO - Epoch [38][1540/3757] lr: 1.000e-03, eta: 6:37:03, time: 0.532, data_time: 0.047, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.0976, loss: 1.0976, grad_norm: 6.5797 2021-02-11 12:03:11,623 - mmaction - INFO - Epoch [38][1560/3757] lr: 1.000e-03, eta: 6:36:56, time: 0.986, data_time: 0.416, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.2100 2021-02-11 12:03:22,264 - mmaction - INFO - Epoch [38][1580/3757] lr: 1.000e-03, eta: 6:36:46, time: 0.536, data_time: 0.074, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9156, loss_cls: 0.9621, loss: 0.9621, grad_norm: 6.1820 2021-02-11 12:03:33,741 - mmaction - INFO - Epoch [38][1600/3757] lr: 1.000e-03, eta: 6:36:37, time: 0.574, data_time: 0.020, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.0797, loss: 1.0797, grad_norm: 6.4985 2021-02-11 12:03:43,793 - mmaction - INFO - Epoch [38][1620/3757] lr: 1.000e-03, eta: 6:36:27, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9008, loss_cls: 0.9824, loss: 0.9824, grad_norm: 6.1537 2021-02-11 12:03:54,065 - mmaction - INFO - Epoch [38][1640/3757] lr: 1.000e-03, eta: 6:36:17, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9102, loss_cls: 1.0554, loss: 1.0554, grad_norm: 6.5716 2021-02-11 12:04:03,856 - mmaction - INFO - Epoch [38][1660/3757] lr: 1.000e-03, eta: 6:36:07, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1066, loss: 1.1066, grad_norm: 6.8269 2021-02-11 12:04:14,914 - mmaction - INFO - Epoch [38][1680/3757] lr: 1.000e-03, eta: 6:35:57, time: 0.524, data_time: 0.002, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.0886, loss: 1.0886, grad_norm: 6.4226 2021-02-11 12:04:23,822 - mmaction - INFO - Epoch [38][1700/3757] lr: 1.000e-03, eta: 6:35:46, time: 0.474, data_time: 0.029, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.0979, loss: 1.0979, grad_norm: 6.6241 2021-02-11 12:04:34,776 - mmaction - INFO - Epoch [38][1720/3757] lr: 1.000e-03, eta: 6:35:37, time: 0.548, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.8930, loss_cls: 1.0868, loss: 1.0868, grad_norm: 6.4650 2021-02-11 12:04:44,757 - mmaction - INFO - Epoch [38][1740/3757] lr: 1.000e-03, eta: 6:35:26, time: 0.499, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9102, loss_cls: 1.0166, loss: 1.0166, grad_norm: 6.4444 2021-02-11 12:04:55,188 - mmaction - INFO - Epoch [38][1760/3757] lr: 1.000e-03, eta: 6:35:16, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9047, loss_cls: 1.0135, loss: 1.0135, grad_norm: 6.3496 2021-02-11 12:05:05,120 - mmaction - INFO - Epoch [38][1780/3757] lr: 1.000e-03, eta: 6:35:06, time: 0.503, data_time: 0.026, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9148, loss_cls: 1.0015, loss: 1.0015, grad_norm: 6.6227 2021-02-11 12:05:15,948 - mmaction - INFO - Epoch [38][1800/3757] lr: 1.000e-03, eta: 6:34:57, time: 0.537, data_time: 0.081, memory: 7076, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.0734, loss: 1.0734, grad_norm: 6.4459 2021-02-11 12:05:26,452 - mmaction - INFO - Epoch [38][1820/3757] lr: 1.000e-03, eta: 6:34:47, time: 0.529, data_time: 0.005, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9109, loss_cls: 1.0495, loss: 1.0495, grad_norm: 6.4108 2021-02-11 12:05:36,813 - mmaction - INFO - Epoch [38][1840/3757] lr: 1.000e-03, eta: 6:34:37, time: 0.518, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8977, loss_cls: 1.0951, loss: 1.0951, grad_norm: 6.5414 2021-02-11 12:05:47,289 - mmaction - INFO - Epoch [38][1860/3757] lr: 1.000e-03, eta: 6:34:27, time: 0.524, data_time: 0.004, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.6415 2021-02-11 12:05:58,472 - mmaction - INFO - Epoch [38][1880/3757] lr: 1.000e-03, eta: 6:34:17, time: 0.548, data_time: 0.002, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9039, loss_cls: 1.0407, loss: 1.0407, grad_norm: 6.3613 2021-02-11 12:06:07,795 - mmaction - INFO - Epoch [38][1900/3757] lr: 1.000e-03, eta: 6:34:07, time: 0.478, data_time: 0.014, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9094, loss_cls: 1.0474, loss: 1.0474, grad_norm: 6.4724 2021-02-11 12:06:17,958 - mmaction - INFO - Epoch [38][1920/3757] lr: 1.000e-03, eta: 6:33:57, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9078, loss_cls: 1.0180, loss: 1.0180, grad_norm: 6.1783 2021-02-11 12:06:28,349 - mmaction - INFO - Epoch [38][1940/3757] lr: 1.000e-03, eta: 6:33:47, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9148, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.3572 2021-02-11 12:06:38,837 - mmaction - INFO - Epoch [38][1960/3757] lr: 1.000e-03, eta: 6:33:37, time: 0.529, data_time: 0.006, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0393, loss: 1.0393, grad_norm: 6.3850 2021-02-11 12:06:49,680 - mmaction - INFO - Epoch [38][1980/3757] lr: 1.000e-03, eta: 6:33:27, time: 0.538, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.8875, loss_cls: 1.0981, loss: 1.0981, grad_norm: 6.5040 2021-02-11 12:06:59,178 - mmaction - INFO - Epoch [38][2000/3757] lr: 1.000e-03, eta: 6:33:17, time: 0.479, data_time: 0.005, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0747, loss: 1.0747, grad_norm: 6.4626 2021-02-11 12:07:09,386 - mmaction - INFO - Epoch [38][2020/3757] lr: 1.000e-03, eta: 6:33:07, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9078, loss_cls: 1.0452, loss: 1.0452, grad_norm: 6.5809 2021-02-11 12:07:18,940 - mmaction - INFO - Epoch [38][2040/3757] lr: 1.000e-03, eta: 6:32:56, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0664, loss: 1.0664, grad_norm: 6.4798 2021-02-11 12:07:29,698 - mmaction - INFO - Epoch [38][2060/3757] lr: 1.000e-03, eta: 6:32:47, time: 0.537, data_time: 0.078, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8883, loss_cls: 1.0988, loss: 1.0988, grad_norm: 6.7140 2021-02-11 12:07:39,815 - mmaction - INFO - Epoch [38][2080/3757] lr: 1.000e-03, eta: 6:32:36, time: 0.505, data_time: 0.011, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9219, loss_cls: 1.0181, loss: 1.0181, grad_norm: 6.6655 2021-02-11 12:07:51,028 - mmaction - INFO - Epoch [38][2100/3757] lr: 1.000e-03, eta: 6:32:27, time: 0.556, data_time: 0.008, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9016, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.3374 2021-02-11 12:08:00,870 - mmaction - INFO - Epoch [38][2120/3757] lr: 1.000e-03, eta: 6:32:17, time: 0.497, data_time: 0.007, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9078, loss_cls: 1.0101, loss: 1.0101, grad_norm: 6.3347 2021-02-11 12:08:12,996 - mmaction - INFO - Epoch [38][2140/3757] lr: 1.000e-03, eta: 6:32:07, time: 0.598, data_time: 0.079, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9016, loss_cls: 1.0531, loss: 1.0531, grad_norm: 6.3671 2021-02-11 12:08:22,459 - mmaction - INFO - Epoch [38][2160/3757] lr: 1.000e-03, eta: 6:31:57, time: 0.482, data_time: 0.135, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8992, loss_cls: 1.1020, loss: 1.1020, grad_norm: 6.5363 2021-02-11 12:08:33,061 - mmaction - INFO - Epoch [38][2180/3757] lr: 1.000e-03, eta: 6:31:47, time: 0.529, data_time: 0.076, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.0864, loss: 1.0864, grad_norm: 6.4628 2021-02-11 12:08:47,834 - mmaction - INFO - Epoch [38][2200/3757] lr: 1.000e-03, eta: 6:31:39, time: 0.739, data_time: 0.153, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9023, loss_cls: 1.0207, loss: 1.0207, grad_norm: 6.1805 2021-02-11 12:08:58,307 - mmaction - INFO - Epoch [38][2220/3757] lr: 1.000e-03, eta: 6:31:29, time: 0.520, data_time: 0.002, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1337, loss: 1.1337, grad_norm: 6.6451 2021-02-11 12:09:07,886 - mmaction - INFO - Epoch [38][2240/3757] lr: 1.000e-03, eta: 6:31:18, time: 0.483, data_time: 0.007, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.0346 2021-02-11 12:09:17,588 - mmaction - INFO - Epoch [38][2260/3757] lr: 1.000e-03, eta: 6:31:08, time: 0.485, data_time: 0.005, memory: 7076, top1_acc: 0.7094, top5_acc: 0.8961, loss_cls: 1.1414, loss: 1.1414, grad_norm: 6.5169 2021-02-11 12:09:30,328 - mmaction - INFO - Epoch [38][2280/3757] lr: 1.000e-03, eta: 6:30:59, time: 0.635, data_time: 0.053, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.1058, loss: 1.1058, grad_norm: 6.4747 2021-02-11 12:09:39,353 - mmaction - INFO - Epoch [38][2300/3757] lr: 1.000e-03, eta: 6:30:49, time: 0.453, data_time: 0.003, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0989, loss: 1.0989, grad_norm: 6.5141 2021-02-11 12:09:49,717 - mmaction - INFO - Epoch [38][2320/3757] lr: 1.000e-03, eta: 6:30:39, time: 0.517, data_time: 0.000, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9094, loss_cls: 0.9743, loss: 0.9743, grad_norm: 6.1284 2021-02-11 12:09:59,230 - mmaction - INFO - Epoch [38][2340/3757] lr: 1.000e-03, eta: 6:30:28, time: 0.476, data_time: 0.013, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.0935, loss: 1.0935, grad_norm: 6.4183 2021-02-11 12:10:10,340 - mmaction - INFO - Epoch [38][2360/3757] lr: 1.000e-03, eta: 6:30:18, time: 0.552, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.1398, loss: 1.1398, grad_norm: 6.7286 2021-02-11 12:10:20,568 - mmaction - INFO - Epoch [38][2380/3757] lr: 1.000e-03, eta: 6:30:08, time: 0.515, data_time: 0.004, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0704, loss: 1.0704, grad_norm: 6.4537 2021-02-11 12:10:29,886 - mmaction - INFO - Epoch [38][2400/3757] lr: 1.000e-03, eta: 6:29:58, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9000, loss_cls: 1.0307, loss: 1.0307, grad_norm: 6.2079 2021-02-11 12:10:39,844 - mmaction - INFO - Epoch [38][2420/3757] lr: 1.000e-03, eta: 6:29:48, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9964, loss: 0.9964, grad_norm: 6.3404 2021-02-11 12:10:49,428 - mmaction - INFO - Epoch [38][2440/3757] lr: 1.000e-03, eta: 6:29:38, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9750, loss: 0.9750, grad_norm: 6.2751 2021-02-11 12:10:59,433 - mmaction - INFO - Epoch [38][2460/3757] lr: 1.000e-03, eta: 6:29:28, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.1186, loss: 1.1186, grad_norm: 6.4775 2021-02-11 12:11:09,852 - mmaction - INFO - Epoch [38][2480/3757] lr: 1.000e-03, eta: 6:29:18, time: 0.532, data_time: 0.018, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9039, loss_cls: 1.0959, loss: 1.0959, grad_norm: 6.5969 2021-02-11 12:11:19,593 - mmaction - INFO - Epoch [38][2500/3757] lr: 1.000e-03, eta: 6:29:08, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8891, loss_cls: 1.1842, loss: 1.1842, grad_norm: 6.9466 2021-02-11 12:11:30,097 - mmaction - INFO - Epoch [38][2520/3757] lr: 1.000e-03, eta: 6:28:58, time: 0.525, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1447, loss: 1.1447, grad_norm: 6.7656 2021-02-11 12:11:39,308 - mmaction - INFO - Epoch [38][2540/3757] lr: 1.000e-03, eta: 6:28:47, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.5826 2021-02-11 12:11:49,253 - mmaction - INFO - Epoch [38][2560/3757] lr: 1.000e-03, eta: 6:28:37, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0600, loss: 1.0600, grad_norm: 6.3600 2021-02-11 12:11:58,966 - mmaction - INFO - Epoch [38][2580/3757] lr: 1.000e-03, eta: 6:28:27, time: 0.485, data_time: 0.003, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8969, loss_cls: 1.0751, loss: 1.0751, grad_norm: 6.4709 2021-02-11 12:12:08,738 - mmaction - INFO - Epoch [38][2600/3757] lr: 1.000e-03, eta: 6:28:17, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 0.9946, loss: 0.9946, grad_norm: 6.3945 2021-02-11 12:12:18,850 - mmaction - INFO - Epoch [38][2620/3757] lr: 1.000e-03, eta: 6:28:07, time: 0.509, data_time: 0.007, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 1.0216, loss: 1.0216, grad_norm: 6.3307 2021-02-11 12:12:29,026 - mmaction - INFO - Epoch [38][2640/3757] lr: 1.000e-03, eta: 6:27:57, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.0978, loss: 1.0978, grad_norm: 6.5721 2021-02-11 12:12:38,485 - mmaction - INFO - Epoch [38][2660/3757] lr: 1.000e-03, eta: 6:27:46, time: 0.474, data_time: 0.022, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1230, loss: 1.1230, grad_norm: 6.5148 2021-02-11 12:12:48,356 - mmaction - INFO - Epoch [38][2680/3757] lr: 1.000e-03, eta: 6:27:36, time: 0.493, data_time: 0.012, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9070, loss_cls: 1.0480, loss: 1.0480, grad_norm: 6.5026 2021-02-11 12:12:58,087 - mmaction - INFO - Epoch [38][2700/3757] lr: 1.000e-03, eta: 6:27:26, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8922, loss_cls: 1.1652, loss: 1.1652, grad_norm: 6.7102 2021-02-11 12:13:07,762 - mmaction - INFO - Epoch [38][2720/3757] lr: 1.000e-03, eta: 6:27:16, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9047, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.4338 2021-02-11 12:13:17,788 - mmaction - INFO - Epoch [38][2740/3757] lr: 1.000e-03, eta: 6:27:06, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9477, loss: 0.9477, grad_norm: 6.1740 2021-02-11 12:13:28,055 - mmaction - INFO - Epoch [38][2760/3757] lr: 1.000e-03, eta: 6:26:56, time: 0.507, data_time: 0.003, memory: 7076, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.1134, loss: 1.1134, grad_norm: 6.5888 2021-02-11 12:13:37,323 - mmaction - INFO - Epoch [38][2780/3757] lr: 1.000e-03, eta: 6:26:45, time: 0.471, data_time: 0.009, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9008, loss_cls: 1.0866, loss: 1.0866, grad_norm: 6.3094 2021-02-11 12:13:47,967 - mmaction - INFO - Epoch [38][2800/3757] lr: 1.000e-03, eta: 6:26:36, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9047, loss_cls: 1.0942, loss: 1.0942, grad_norm: 6.4829 2021-02-11 12:13:58,189 - mmaction - INFO - Epoch [38][2820/3757] lr: 1.000e-03, eta: 6:26:25, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.1220, loss: 1.1220, grad_norm: 6.7327 2021-02-11 12:14:07,775 - mmaction - INFO - Epoch [38][2840/3757] lr: 1.000e-03, eta: 6:26:15, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9078, loss_cls: 1.0204, loss: 1.0204, grad_norm: 6.2700 2021-02-11 12:14:18,590 - mmaction - INFO - Epoch [38][2860/3757] lr: 1.000e-03, eta: 6:26:05, time: 0.539, data_time: 0.001, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8953, loss_cls: 1.1038, loss: 1.1038, grad_norm: 6.5945 2021-02-11 12:14:28,016 - mmaction - INFO - Epoch [38][2880/3757] lr: 1.000e-03, eta: 6:25:55, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8875, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.5241 2021-02-11 12:14:38,762 - mmaction - INFO - Epoch [38][2900/3757] lr: 1.000e-03, eta: 6:25:45, time: 0.524, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8977, loss_cls: 1.0702, loss: 1.0702, grad_norm: 6.4160 2021-02-11 12:14:47,835 - mmaction - INFO - Epoch [38][2920/3757] lr: 1.000e-03, eta: 6:25:35, time: 0.468, data_time: 0.015, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0770, loss: 1.0770, grad_norm: 6.5454 2021-02-11 12:14:57,801 - mmaction - INFO - Epoch [38][2940/3757] lr: 1.000e-03, eta: 6:25:25, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.1125, loss: 1.1125, grad_norm: 6.4980 2021-02-11 12:15:07,560 - mmaction - INFO - Epoch [38][2960/3757] lr: 1.000e-03, eta: 6:25:15, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.6766 2021-02-11 12:15:16,775 - mmaction - INFO - Epoch [38][2980/3757] lr: 1.000e-03, eta: 6:25:04, time: 0.462, data_time: 0.027, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0239, loss: 1.0239, grad_norm: 6.4669 2021-02-11 12:15:27,333 - mmaction - INFO - Epoch [38][3000/3757] lr: 1.000e-03, eta: 6:24:54, time: 0.526, data_time: 0.030, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9055, loss_cls: 1.0684, loss: 1.0684, grad_norm: 6.5116 2021-02-11 12:15:38,075 - mmaction - INFO - Epoch [38][3020/3757] lr: 1.000e-03, eta: 6:24:44, time: 0.534, data_time: 0.027, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9047, loss_cls: 1.0748, loss: 1.0748, grad_norm: 6.5132 2021-02-11 12:15:47,911 - mmaction - INFO - Epoch [38][3040/3757] lr: 1.000e-03, eta: 6:24:34, time: 0.498, data_time: 0.010, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9008, loss_cls: 1.0227, loss: 1.0227, grad_norm: 6.3126 2021-02-11 12:15:57,966 - mmaction - INFO - Epoch [38][3060/3757] lr: 1.000e-03, eta: 6:24:24, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1008, loss: 1.1008, grad_norm: 6.5646 2021-02-11 12:16:09,559 - mmaction - INFO - Epoch [38][3080/3757] lr: 1.000e-03, eta: 6:24:15, time: 0.575, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9047, loss_cls: 1.0800, loss: 1.0800, grad_norm: 6.6669 2021-02-11 12:16:19,198 - mmaction - INFO - Epoch [38][3100/3757] lr: 1.000e-03, eta: 6:24:04, time: 0.485, data_time: 0.049, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0587, loss: 1.0587, grad_norm: 6.5860 2021-02-11 12:16:28,865 - mmaction - INFO - Epoch [38][3120/3757] lr: 1.000e-03, eta: 6:23:54, time: 0.479, data_time: 0.022, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9141, loss_cls: 1.0518, loss: 1.0518, grad_norm: 6.3886 2021-02-11 12:16:39,197 - mmaction - INFO - Epoch [38][3140/3757] lr: 1.000e-03, eta: 6:23:44, time: 0.519, data_time: 0.069, memory: 7076, top1_acc: 0.7438, top5_acc: 0.8914, loss_cls: 1.0512, loss: 1.0512, grad_norm: 6.4896 2021-02-11 12:16:49,171 - mmaction - INFO - Epoch [38][3160/3757] lr: 1.000e-03, eta: 6:23:34, time: 0.500, data_time: 0.004, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9062, loss_cls: 1.0603, loss: 1.0603, grad_norm: 6.5219 2021-02-11 12:16:59,483 - mmaction - INFO - Epoch [38][3180/3757] lr: 1.000e-03, eta: 6:23:24, time: 0.510, data_time: 0.097, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8922, loss_cls: 1.0996, loss: 1.0996, grad_norm: 6.6504 2021-02-11 12:17:09,346 - mmaction - INFO - Epoch [38][3200/3757] lr: 1.000e-03, eta: 6:23:14, time: 0.498, data_time: 0.007, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9898, loss: 0.9898, grad_norm: 6.2260 2021-02-11 12:17:19,120 - mmaction - INFO - Epoch [38][3220/3757] lr: 1.000e-03, eta: 6:23:04, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.1451 2021-02-11 12:17:29,695 - mmaction - INFO - Epoch [38][3240/3757] lr: 1.000e-03, eta: 6:22:54, time: 0.524, data_time: 0.001, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.5851 2021-02-11 12:17:40,175 - mmaction - INFO - Epoch [38][3260/3757] lr: 1.000e-03, eta: 6:22:44, time: 0.528, data_time: 0.006, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0703, loss: 1.0703, grad_norm: 6.3362 2021-02-11 12:17:50,174 - mmaction - INFO - Epoch [38][3280/3757] lr: 1.000e-03, eta: 6:22:34, time: 0.501, data_time: 0.008, memory: 7076, top1_acc: 0.7125, top5_acc: 0.9055, loss_cls: 1.0900, loss: 1.0900, grad_norm: 6.7926 2021-02-11 12:18:00,092 - mmaction - INFO - Epoch [38][3300/3757] lr: 1.000e-03, eta: 6:22:24, time: 0.493, data_time: 0.009, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8922, loss_cls: 1.1152, loss: 1.1152, grad_norm: 6.8809 2021-02-11 12:18:10,659 - mmaction - INFO - Epoch [38][3320/3757] lr: 1.000e-03, eta: 6:22:14, time: 0.527, data_time: 0.060, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9016, loss_cls: 1.0398, loss: 1.0398, grad_norm: 6.3803 2021-02-11 12:18:21,386 - mmaction - INFO - Epoch [38][3340/3757] lr: 1.000e-03, eta: 6:22:04, time: 0.539, data_time: 0.116, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9180, loss_cls: 0.9738, loss: 0.9738, grad_norm: 6.4010 2021-02-11 12:18:30,988 - mmaction - INFO - Epoch [38][3360/3757] lr: 1.000e-03, eta: 6:21:54, time: 0.482, data_time: 0.137, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9086, loss_cls: 1.0472, loss: 1.0472, grad_norm: 6.5255 2021-02-11 12:18:40,934 - mmaction - INFO - Epoch [38][3380/3757] lr: 1.000e-03, eta: 6:21:44, time: 0.495, data_time: 0.013, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9047, loss_cls: 1.0467, loss: 1.0467, grad_norm: 6.6976 2021-02-11 12:18:52,108 - mmaction - INFO - Epoch [38][3400/3757] lr: 1.000e-03, eta: 6:21:34, time: 0.557, data_time: 0.004, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1297, loss: 1.1297, grad_norm: 6.7373 2021-02-11 12:19:02,018 - mmaction - INFO - Epoch [38][3420/3757] lr: 1.000e-03, eta: 6:21:24, time: 0.496, data_time: 0.005, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9117, loss_cls: 1.0405, loss: 1.0405, grad_norm: 6.4173 2021-02-11 12:19:14,222 - mmaction - INFO - Epoch [38][3440/3757] lr: 1.000e-03, eta: 6:21:14, time: 0.612, data_time: 0.005, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 1.0608, loss: 1.0608, grad_norm: 6.3180 2021-02-11 12:19:22,625 - mmaction - INFO - Epoch [38][3460/3757] lr: 1.000e-03, eta: 6:21:04, time: 0.422, data_time: 0.021, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9070, loss_cls: 1.0579, loss: 1.0579, grad_norm: 6.5535 2021-02-11 12:19:33,274 - mmaction - INFO - Epoch [38][3480/3757] lr: 1.000e-03, eta: 6:20:54, time: 0.530, data_time: 0.101, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9078, loss_cls: 1.0565, loss: 1.0565, grad_norm: 6.5272 2021-02-11 12:19:42,844 - mmaction - INFO - Epoch [38][3500/3757] lr: 1.000e-03, eta: 6:20:44, time: 0.480, data_time: 0.042, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.5556 2021-02-11 12:19:53,865 - mmaction - INFO - Epoch [38][3520/3757] lr: 1.000e-03, eta: 6:20:34, time: 0.551, data_time: 0.001, memory: 7076, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.1535, loss: 1.1535, grad_norm: 6.7621 2021-02-11 12:20:02,246 - mmaction - INFO - Epoch [38][3540/3757] lr: 1.000e-03, eta: 6:20:23, time: 0.419, data_time: 0.015, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9148, loss_cls: 0.9914, loss: 0.9914, grad_norm: 6.2734 2021-02-11 12:20:12,840 - mmaction - INFO - Epoch [38][3560/3757] lr: 1.000e-03, eta: 6:20:13, time: 0.529, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.8977, loss_cls: 1.0663, loss: 1.0663, grad_norm: 6.4268 2021-02-11 12:20:24,104 - mmaction - INFO - Epoch [38][3580/3757] lr: 1.000e-03, eta: 6:20:03, time: 0.545, data_time: 0.112, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9156, loss_cls: 1.0332, loss: 1.0332, grad_norm: 6.5610 2021-02-11 12:20:33,375 - mmaction - INFO - Epoch [38][3600/3757] lr: 1.000e-03, eta: 6:19:53, time: 0.482, data_time: 0.091, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.0867, loss: 1.0867, grad_norm: 6.4695 2021-02-11 12:20:42,779 - mmaction - INFO - Epoch [38][3620/3757] lr: 1.000e-03, eta: 6:19:43, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9016, loss_cls: 1.1042, loss: 1.1042, grad_norm: 6.7013 2021-02-11 12:20:53,193 - mmaction - INFO - Epoch [38][3640/3757] lr: 1.000e-03, eta: 6:19:33, time: 0.521, data_time: 0.002, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8961, loss_cls: 1.0516, loss: 1.0516, grad_norm: 6.4039 2021-02-11 12:21:02,814 - mmaction - INFO - Epoch [38][3660/3757] lr: 1.000e-03, eta: 6:19:23, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9109, loss_cls: 1.0312, loss: 1.0312, grad_norm: 6.3303 2021-02-11 12:21:13,184 - mmaction - INFO - Epoch [38][3680/3757] lr: 1.000e-03, eta: 6:19:13, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.0839, loss: 1.0839, grad_norm: 6.6620 2021-02-11 12:21:22,409 - mmaction - INFO - Epoch [38][3700/3757] lr: 1.000e-03, eta: 6:19:02, time: 0.465, data_time: 0.005, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9070, loss_cls: 1.0646, loss: 1.0646, grad_norm: 6.5501 2021-02-11 12:21:33,619 - mmaction - INFO - Epoch [38][3720/3757] lr: 1.000e-03, eta: 6:18:53, time: 0.560, data_time: 0.010, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1249, loss: 1.1249, grad_norm: 6.6395 2021-02-11 12:21:42,781 - mmaction - INFO - Epoch [38][3740/3757] lr: 1.000e-03, eta: 6:18:42, time: 0.457, data_time: 0.106, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9070, loss_cls: 1.0810, loss: 1.0810, grad_norm: 6.5307 2021-02-11 12:25:04,715 - mmaction - INFO - Epoch [39][20/3757] lr: 1.000e-03, eta: 6:19:16, time: 9.205, data_time: 8.658, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9039, loss_cls: 1.0336, loss: 1.0336, grad_norm: 6.3539 2021-02-11 12:25:14,922 - mmaction - INFO - Epoch [39][40/3757] lr: 1.000e-03, eta: 6:19:06, time: 0.510, data_time: 0.013, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0805, loss: 1.0805, grad_norm: 6.6339 2021-02-11 12:25:25,578 - mmaction - INFO - Epoch [39][60/3757] lr: 1.000e-03, eta: 6:18:56, time: 0.534, data_time: 0.125, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9117, loss_cls: 0.9991, loss: 0.9991, grad_norm: 6.3875 2021-02-11 12:25:34,718 - mmaction - INFO - Epoch [39][80/3757] lr: 1.000e-03, eta: 6:18:46, time: 0.457, data_time: 0.107, memory: 7076, top1_acc: 0.7367, top5_acc: 0.8953, loss_cls: 1.0799, loss: 1.0799, grad_norm: 6.4787 2021-02-11 12:25:45,834 - mmaction - INFO - Epoch [39][100/3757] lr: 1.000e-03, eta: 6:18:36, time: 0.554, data_time: 0.039, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9117, loss_cls: 1.0483, loss: 1.0483, grad_norm: 6.6483 2021-02-11 12:25:54,321 - mmaction - INFO - Epoch [39][120/3757] lr: 1.000e-03, eta: 6:18:25, time: 0.426, data_time: 0.003, memory: 7076, top1_acc: 0.7125, top5_acc: 0.9070, loss_cls: 1.0586, loss: 1.0586, grad_norm: 6.6559 2021-02-11 12:26:05,527 - mmaction - INFO - Epoch [39][140/3757] lr: 1.000e-03, eta: 6:18:15, time: 0.541, data_time: 0.001, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9047, loss_cls: 1.1076, loss: 1.1076, grad_norm: 6.6278 2021-02-11 12:26:14,034 - mmaction - INFO - Epoch [39][160/3757] lr: 1.000e-03, eta: 6:18:05, time: 0.445, data_time: 0.022, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9062, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.4270 2021-02-11 12:26:24,770 - mmaction - INFO - Epoch [39][180/3757] lr: 1.000e-03, eta: 6:17:55, time: 0.536, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0397, loss: 1.0397, grad_norm: 6.3781 2021-02-11 12:26:35,532 - mmaction - INFO - Epoch [39][200/3757] lr: 1.000e-03, eta: 6:17:45, time: 0.530, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9055, loss_cls: 1.0742, loss: 1.0742, grad_norm: 6.4354 2021-02-11 12:26:44,301 - mmaction - INFO - Epoch [39][220/3757] lr: 1.000e-03, eta: 6:17:34, time: 0.447, data_time: 0.010, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9102, loss_cls: 1.0199, loss: 1.0199, grad_norm: 6.4140 2021-02-11 12:26:55,757 - mmaction - INFO - Epoch [39][240/3757] lr: 1.000e-03, eta: 6:17:25, time: 0.573, data_time: 0.001, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9227, loss_cls: 0.9602, loss: 0.9602, grad_norm: 6.3811 2021-02-11 12:27:04,504 - mmaction - INFO - Epoch [39][260/3757] lr: 1.000e-03, eta: 6:17:14, time: 0.437, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0435, loss: 1.0435, grad_norm: 6.5748 2021-02-11 12:27:15,429 - mmaction - INFO - Epoch [39][280/3757] lr: 1.000e-03, eta: 6:17:04, time: 0.543, data_time: 0.007, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9180, loss_cls: 1.0246, loss: 1.0246, grad_norm: 6.3549 2021-02-11 12:27:24,508 - mmaction - INFO - Epoch [39][300/3757] lr: 1.000e-03, eta: 6:16:54, time: 0.457, data_time: 0.004, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1130, loss: 1.1130, grad_norm: 6.4690 2021-02-11 12:27:34,114 - mmaction - INFO - Epoch [39][320/3757] lr: 1.000e-03, eta: 6:16:44, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9070, loss_cls: 1.0229, loss: 1.0229, grad_norm: 6.4387 2021-02-11 12:27:44,879 - mmaction - INFO - Epoch [39][340/3757] lr: 1.000e-03, eta: 6:16:34, time: 0.539, data_time: 0.002, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 0.9758, loss: 0.9758, grad_norm: 6.2765 2021-02-11 12:27:53,292 - mmaction - INFO - Epoch [39][360/3757] lr: 1.000e-03, eta: 6:16:23, time: 0.421, data_time: 0.017, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1069, loss: 1.1069, grad_norm: 6.6384 2021-02-11 12:28:03,661 - mmaction - INFO - Epoch [39][380/3757] lr: 1.000e-03, eta: 6:16:13, time: 0.518, data_time: 0.016, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8914, loss_cls: 1.0648, loss: 1.0648, grad_norm: 6.5251 2021-02-11 12:28:13,884 - mmaction - INFO - Epoch [39][400/3757] lr: 1.000e-03, eta: 6:16:03, time: 0.511, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9008, loss_cls: 1.0378, loss: 1.0378, grad_norm: 6.4719 2021-02-11 12:28:22,832 - mmaction - INFO - Epoch [39][420/3757] lr: 1.000e-03, eta: 6:15:53, time: 0.448, data_time: 0.021, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1336, loss: 1.1336, grad_norm: 6.7288 2021-02-11 12:28:32,767 - mmaction - INFO - Epoch [39][440/3757] lr: 1.000e-03, eta: 6:15:43, time: 0.496, data_time: 0.033, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 1.0571, loss: 1.0571, grad_norm: 6.4144 2021-02-11 12:28:43,032 - mmaction - INFO - Epoch [39][460/3757] lr: 1.000e-03, eta: 6:15:32, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9172, loss_cls: 1.0481, loss: 1.0481, grad_norm: 6.5606 2021-02-11 12:28:53,947 - mmaction - INFO - Epoch [39][480/3757] lr: 1.000e-03, eta: 6:15:23, time: 0.546, data_time: 0.002, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9117, loss_cls: 0.9879, loss: 0.9879, grad_norm: 6.3118 2021-02-11 12:29:02,219 - mmaction - INFO - Epoch [39][500/3757] lr: 1.000e-03, eta: 6:15:12, time: 0.414, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9141, loss_cls: 1.0182, loss: 1.0182, grad_norm: 6.5784 2021-02-11 12:29:13,736 - mmaction - INFO - Epoch [39][520/3757] lr: 1.000e-03, eta: 6:15:02, time: 0.576, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0020, loss: 1.0020, grad_norm: 6.3437 2021-02-11 12:29:22,191 - mmaction - INFO - Epoch [39][540/3757] lr: 1.000e-03, eta: 6:14:52, time: 0.423, data_time: 0.036, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8930, loss_cls: 1.1229, loss: 1.1229, grad_norm: 6.6032 2021-02-11 12:29:32,309 - mmaction - INFO - Epoch [39][560/3757] lr: 1.000e-03, eta: 6:14:42, time: 0.506, data_time: 0.012, memory: 7076, top1_acc: 0.7398, top5_acc: 0.8953, loss_cls: 1.0616, loss: 1.0616, grad_norm: 6.4655 2021-02-11 12:29:42,398 - mmaction - INFO - Epoch [39][580/3757] lr: 1.000e-03, eta: 6:14:31, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.0871, loss: 1.0871, grad_norm: 6.5058 2021-02-11 12:29:52,855 - mmaction - INFO - Epoch [39][600/3757] lr: 1.000e-03, eta: 6:14:22, time: 0.531, data_time: 0.010, memory: 7076, top1_acc: 0.7484, top5_acc: 0.8977, loss_cls: 0.9991, loss: 0.9991, grad_norm: 6.2407 2021-02-11 12:30:02,488 - mmaction - INFO - Epoch [39][620/3757] lr: 1.000e-03, eta: 6:14:11, time: 0.481, data_time: 0.003, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.0945, loss: 1.0945, grad_norm: 6.4734 2021-02-11 12:30:12,796 - mmaction - INFO - Epoch [39][640/3757] lr: 1.000e-03, eta: 6:14:01, time: 0.511, data_time: 0.004, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 1.0146, loss: 1.0146, grad_norm: 6.3682 2021-02-11 12:30:22,479 - mmaction - INFO - Epoch [39][660/3757] lr: 1.000e-03, eta: 6:13:51, time: 0.489, data_time: 0.006, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9117, loss_cls: 1.0508, loss: 1.0508, grad_norm: 6.5970 2021-02-11 12:30:32,447 - mmaction - INFO - Epoch [39][680/3757] lr: 1.000e-03, eta: 6:13:41, time: 0.498, data_time: 0.002, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 1.0175, loss: 1.0175, grad_norm: 6.3766 2021-02-11 12:30:41,836 - mmaction - INFO - Epoch [39][700/3757] lr: 1.000e-03, eta: 6:13:31, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9203, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.3835 2021-02-11 12:30:52,240 - mmaction - INFO - Epoch [39][720/3757] lr: 1.000e-03, eta: 6:13:21, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0657, loss: 1.0657, grad_norm: 6.5331 2021-02-11 12:31:02,670 - mmaction - INFO - Epoch [39][740/3757] lr: 1.000e-03, eta: 6:13:11, time: 0.519, data_time: 0.002, memory: 7076, top1_acc: 0.7109, top5_acc: 0.9062, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.6639 2021-02-11 12:31:12,447 - mmaction - INFO - Epoch [39][760/3757] lr: 1.000e-03, eta: 6:13:00, time: 0.491, data_time: 0.004, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0591, loss: 1.0591, grad_norm: 6.7250 2021-02-11 12:31:22,774 - mmaction - INFO - Epoch [39][780/3757] lr: 1.000e-03, eta: 6:12:50, time: 0.516, data_time: 0.002, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9008, loss_cls: 1.0597, loss: 1.0597, grad_norm: 6.6217 2021-02-11 12:31:31,839 - mmaction - INFO - Epoch [39][800/3757] lr: 1.000e-03, eta: 6:12:40, time: 0.454, data_time: 0.004, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9117, loss_cls: 1.0591, loss: 1.0591, grad_norm: 6.4887 2021-02-11 12:31:42,172 - mmaction - INFO - Epoch [39][820/3757] lr: 1.000e-03, eta: 6:12:30, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.4734 2021-02-11 12:31:51,988 - mmaction - INFO - Epoch [39][840/3757] lr: 1.000e-03, eta: 6:12:20, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0807, loss: 1.0807, grad_norm: 6.6458 2021-02-11 12:32:01,661 - mmaction - INFO - Epoch [39][860/3757] lr: 1.000e-03, eta: 6:12:09, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9039, loss_cls: 1.0819, loss: 1.0819, grad_norm: 6.7098 2021-02-11 12:32:11,699 - mmaction - INFO - Epoch [39][880/3757] lr: 1.000e-03, eta: 6:11:59, time: 0.502, data_time: 0.005, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9148, loss_cls: 0.9981, loss: 0.9981, grad_norm: 6.3300 2021-02-11 12:32:21,536 - mmaction - INFO - Epoch [39][900/3757] lr: 1.000e-03, eta: 6:11:49, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0629, loss: 1.0629, grad_norm: 6.4817 2021-02-11 12:32:31,176 - mmaction - INFO - Epoch [39][920/3757] lr: 1.000e-03, eta: 6:11:39, time: 0.482, data_time: 0.003, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0149, loss: 1.0149, grad_norm: 6.3501 2021-02-11 12:32:40,398 - mmaction - INFO - Epoch [39][940/3757] lr: 1.000e-03, eta: 6:11:29, time: 0.461, data_time: 0.011, memory: 7076, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0629, loss: 1.0629, grad_norm: 6.4313 2021-02-11 12:32:50,803 - mmaction - INFO - Epoch [39][960/3757] lr: 1.000e-03, eta: 6:11:19, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9039, loss_cls: 1.0954, loss: 1.0954, grad_norm: 6.8237 2021-02-11 12:33:00,901 - mmaction - INFO - Epoch [39][980/3757] lr: 1.000e-03, eta: 6:11:08, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.4616 2021-02-11 12:33:12,877 - mmaction - INFO - Epoch [39][1000/3757] lr: 1.000e-03, eta: 6:10:59, time: 0.597, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8984, loss_cls: 1.0866, loss: 1.0866, grad_norm: 6.6250 2021-02-11 12:33:24,865 - mmaction - INFO - Epoch [39][1020/3757] lr: 1.000e-03, eta: 6:10:49, time: 0.600, data_time: 0.031, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0593, loss: 1.0593, grad_norm: 6.4291 2021-02-11 12:33:33,764 - mmaction - INFO - Epoch [39][1040/3757] lr: 1.000e-03, eta: 6:10:39, time: 0.446, data_time: 0.065, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9086, loss_cls: 1.0648, loss: 1.0648, grad_norm: 6.7061 2021-02-11 12:33:43,759 - mmaction - INFO - Epoch [39][1060/3757] lr: 1.000e-03, eta: 6:10:29, time: 0.498, data_time: 0.045, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.5464 2021-02-11 12:33:53,169 - mmaction - INFO - Epoch [39][1080/3757] lr: 1.000e-03, eta: 6:10:19, time: 0.472, data_time: 0.006, memory: 7076, top1_acc: 0.7414, top5_acc: 0.8969, loss_cls: 1.0554, loss: 1.0554, grad_norm: 6.5322 2021-02-11 12:34:03,204 - mmaction - INFO - Epoch [39][1100/3757] lr: 1.000e-03, eta: 6:10:08, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9148, loss_cls: 1.0092, loss: 1.0092, grad_norm: 6.6917 2021-02-11 12:34:13,586 - mmaction - INFO - Epoch [39][1120/3757] lr: 1.000e-03, eta: 6:09:58, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9078, loss_cls: 1.0396, loss: 1.0396, grad_norm: 6.5358 2021-02-11 12:34:22,662 - mmaction - INFO - Epoch [39][1140/3757] lr: 1.000e-03, eta: 6:09:48, time: 0.470, data_time: 0.017, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 1.0164, loss: 1.0164, grad_norm: 6.3479 2021-02-11 12:34:32,151 - mmaction - INFO - Epoch [39][1160/3757] lr: 1.000e-03, eta: 6:09:38, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9055, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.3937 2021-02-11 12:34:42,013 - mmaction - INFO - Epoch [39][1180/3757] lr: 1.000e-03, eta: 6:09:28, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0235, loss: 1.0235, grad_norm: 6.4384 2021-02-11 12:34:52,243 - mmaction - INFO - Epoch [39][1200/3757] lr: 1.000e-03, eta: 6:09:17, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9055, loss_cls: 1.0373, loss: 1.0373, grad_norm: 6.4876 2021-02-11 12:35:02,404 - mmaction - INFO - Epoch [39][1220/3757] lr: 1.000e-03, eta: 6:09:07, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9031, loss_cls: 1.0766, loss: 1.0766, grad_norm: 6.6018 2021-02-11 12:35:11,598 - mmaction - INFO - Epoch [39][1240/3757] lr: 1.000e-03, eta: 6:08:57, time: 0.460, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8945, loss_cls: 1.1023, loss: 1.1023, grad_norm: 6.8100 2021-02-11 12:35:21,583 - mmaction - INFO - Epoch [39][1260/3757] lr: 1.000e-03, eta: 6:08:47, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9219, loss_cls: 0.9599, loss: 0.9599, grad_norm: 6.5028 2021-02-11 12:35:31,645 - mmaction - INFO - Epoch [39][1280/3757] lr: 1.000e-03, eta: 6:08:37, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.8945, loss_cls: 1.0589, loss: 1.0589, grad_norm: 6.5243 2021-02-11 12:35:41,396 - mmaction - INFO - Epoch [39][1300/3757] lr: 1.000e-03, eta: 6:08:27, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9109, loss_cls: 1.0518, loss: 1.0518, grad_norm: 6.5558 2021-02-11 12:35:52,807 - mmaction - INFO - Epoch [39][1320/3757] lr: 1.000e-03, eta: 6:08:17, time: 0.569, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.1080, loss: 1.1080, grad_norm: 6.6126 2021-02-11 12:36:03,903 - mmaction - INFO - Epoch [39][1340/3757] lr: 1.000e-03, eta: 6:08:07, time: 0.557, data_time: 0.004, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0952, loss: 1.0952, grad_norm: 6.6794 2021-02-11 12:36:12,320 - mmaction - INFO - Epoch [39][1360/3757] lr: 1.000e-03, eta: 6:07:56, time: 0.421, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0195, loss: 1.0195, grad_norm: 6.4889 2021-02-11 12:36:22,308 - mmaction - INFO - Epoch [39][1380/3757] lr: 1.000e-03, eta: 6:07:46, time: 0.499, data_time: 0.017, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 1.0348, loss: 1.0348, grad_norm: 6.7105 2021-02-11 12:36:32,672 - mmaction - INFO - Epoch [39][1400/3757] lr: 1.000e-03, eta: 6:07:36, time: 0.511, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0331, loss: 1.0331, grad_norm: 6.6541 2021-02-11 12:36:43,786 - mmaction - INFO - Epoch [39][1420/3757] lr: 1.000e-03, eta: 6:07:27, time: 0.563, data_time: 0.008, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 0.9849, loss: 0.9849, grad_norm: 6.1827 2021-02-11 12:36:52,766 - mmaction - INFO - Epoch [39][1440/3757] lr: 1.000e-03, eta: 6:07:16, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 1.0443, loss: 1.0443, grad_norm: 6.4873 2021-02-11 12:37:03,244 - mmaction - INFO - Epoch [39][1460/3757] lr: 1.000e-03, eta: 6:07:06, time: 0.524, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.0573, loss: 1.0573, grad_norm: 6.5213 2021-02-11 12:37:12,077 - mmaction - INFO - Epoch [39][1480/3757] lr: 1.000e-03, eta: 6:06:56, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.1164, loss: 1.1164, grad_norm: 6.7542 2021-02-11 12:37:21,883 - mmaction - INFO - Epoch [39][1500/3757] lr: 1.000e-03, eta: 6:06:45, time: 0.488, data_time: 0.000, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9172, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.3844 2021-02-11 12:37:31,532 - mmaction - INFO - Epoch [39][1520/3757] lr: 1.000e-03, eta: 6:06:35, time: 0.484, data_time: 0.003, memory: 7076, top1_acc: 0.7391, top5_acc: 0.8953, loss_cls: 1.0782, loss: 1.0782, grad_norm: 6.5471 2021-02-11 12:37:41,538 - mmaction - INFO - Epoch [39][1540/3757] lr: 1.000e-03, eta: 6:06:25, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0065, loss: 1.0065, grad_norm: 6.4757 2021-02-11 12:37:51,480 - mmaction - INFO - Epoch [39][1560/3757] lr: 1.000e-03, eta: 6:06:15, time: 0.497, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.0819, loss: 1.0819, grad_norm: 6.7179 2021-02-11 12:38:01,504 - mmaction - INFO - Epoch [39][1580/3757] lr: 1.000e-03, eta: 6:06:05, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.0804, loss: 1.0804, grad_norm: 6.6975 2021-02-11 12:38:11,701 - mmaction - INFO - Epoch [39][1600/3757] lr: 1.000e-03, eta: 6:05:55, time: 0.510, data_time: 0.007, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0745, loss: 1.0745, grad_norm: 6.5310 2021-02-11 12:38:22,022 - mmaction - INFO - Epoch [39][1620/3757] lr: 1.000e-03, eta: 6:05:45, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9070, loss_cls: 1.0844, loss: 1.0844, grad_norm: 6.7413 2021-02-11 12:38:31,530 - mmaction - INFO - Epoch [39][1640/3757] lr: 1.000e-03, eta: 6:05:34, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9148, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.2849 2021-02-11 12:38:41,010 - mmaction - INFO - Epoch [39][1660/3757] lr: 1.000e-03, eta: 6:05:24, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9070, loss_cls: 1.0451, loss: 1.0451, grad_norm: 6.6842 2021-02-11 12:38:51,778 - mmaction - INFO - Epoch [39][1680/3757] lr: 1.000e-03, eta: 6:05:14, time: 0.537, data_time: 0.005, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0533, loss: 1.0533, grad_norm: 6.4715 2021-02-11 12:39:01,644 - mmaction - INFO - Epoch [39][1700/3757] lr: 1.000e-03, eta: 6:05:04, time: 0.495, data_time: 0.002, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9031, loss_cls: 1.0259, loss: 1.0259, grad_norm: 6.5048 2021-02-11 12:39:11,231 - mmaction - INFO - Epoch [39][1720/3757] lr: 1.000e-03, eta: 6:04:54, time: 0.479, data_time: 0.022, memory: 7076, top1_acc: 0.7055, top5_acc: 0.8922, loss_cls: 1.0932, loss: 1.0932, grad_norm: 6.6251 2021-02-11 12:39:21,057 - mmaction - INFO - Epoch [39][1740/3757] lr: 1.000e-03, eta: 6:04:44, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.0761, loss: 1.0761, grad_norm: 6.7218 2021-02-11 12:39:30,622 - mmaction - INFO - Epoch [39][1760/3757] lr: 1.000e-03, eta: 6:04:33, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9634, loss: 0.9634, grad_norm: 6.2021 2021-02-11 12:39:40,346 - mmaction - INFO - Epoch [39][1780/3757] lr: 1.000e-03, eta: 6:04:23, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.0702, loss: 1.0702, grad_norm: 6.5233 2021-02-11 12:39:50,331 - mmaction - INFO - Epoch [39][1800/3757] lr: 1.000e-03, eta: 6:04:13, time: 0.502, data_time: 0.003, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8961, loss_cls: 1.0966, loss: 1.0966, grad_norm: 6.6411 2021-02-11 12:39:59,794 - mmaction - INFO - Epoch [39][1820/3757] lr: 1.000e-03, eta: 6:04:03, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9133, loss_cls: 1.0128, loss: 1.0128, grad_norm: 6.5870 2021-02-11 12:40:09,864 - mmaction - INFO - Epoch [39][1840/3757] lr: 1.000e-03, eta: 6:03:53, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0193, loss: 1.0193, grad_norm: 6.5839 2021-02-11 12:40:19,143 - mmaction - INFO - Epoch [39][1860/3757] lr: 1.000e-03, eta: 6:03:42, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1253, loss: 1.1253, grad_norm: 6.8028 2021-02-11 12:40:28,954 - mmaction - INFO - Epoch [39][1880/3757] lr: 1.000e-03, eta: 6:03:32, time: 0.488, data_time: 0.000, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9133, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.4682 2021-02-11 12:40:39,102 - mmaction - INFO - Epoch [39][1900/3757] lr: 1.000e-03, eta: 6:03:22, time: 0.506, data_time: 0.003, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.0887, loss: 1.0887, grad_norm: 6.6064 2021-02-11 12:40:48,840 - mmaction - INFO - Epoch [39][1920/3757] lr: 1.000e-03, eta: 6:03:12, time: 0.491, data_time: 0.006, memory: 7076, top1_acc: 0.7320, top5_acc: 0.8961, loss_cls: 1.0643, loss: 1.0643, grad_norm: 6.3614 2021-02-11 12:40:58,485 - mmaction - INFO - Epoch [39][1940/3757] lr: 1.000e-03, eta: 6:03:02, time: 0.482, data_time: 0.019, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.1038, loss: 1.1038, grad_norm: 6.6330 2021-02-11 12:41:08,763 - mmaction - INFO - Epoch [39][1960/3757] lr: 1.000e-03, eta: 6:02:52, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9141, loss_cls: 0.9488, loss: 0.9488, grad_norm: 6.0798 2021-02-11 12:41:18,938 - mmaction - INFO - Epoch [39][1980/3757] lr: 1.000e-03, eta: 6:02:41, time: 0.507, data_time: 0.002, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9070, loss_cls: 1.0550, loss: 1.0550, grad_norm: 6.5187 2021-02-11 12:41:28,303 - mmaction - INFO - Epoch [39][2000/3757] lr: 1.000e-03, eta: 6:02:31, time: 0.470, data_time: 0.004, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0525, loss: 1.0525, grad_norm: 6.4247 2021-02-11 12:41:38,979 - mmaction - INFO - Epoch [39][2020/3757] lr: 1.000e-03, eta: 6:02:21, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9047, loss_cls: 1.0118, loss: 1.0118, grad_norm: 6.4329 2021-02-11 12:41:49,275 - mmaction - INFO - Epoch [39][2040/3757] lr: 1.000e-03, eta: 6:02:11, time: 0.516, data_time: 0.003, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8977, loss_cls: 1.0963, loss: 1.0963, grad_norm: 6.6100 2021-02-11 12:41:58,472 - mmaction - INFO - Epoch [39][2060/3757] lr: 1.000e-03, eta: 6:02:01, time: 0.461, data_time: 0.021, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9102, loss_cls: 1.0485, loss: 1.0485, grad_norm: 6.3534 2021-02-11 12:42:09,159 - mmaction - INFO - Epoch [39][2080/3757] lr: 1.000e-03, eta: 6:01:51, time: 0.529, data_time: 0.041, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.4579 2021-02-11 12:42:18,167 - mmaction - INFO - Epoch [39][2100/3757] lr: 1.000e-03, eta: 6:01:41, time: 0.456, data_time: 0.006, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0292, loss: 1.0292, grad_norm: 6.3413 2021-02-11 12:42:28,777 - mmaction - INFO - Epoch [39][2120/3757] lr: 1.000e-03, eta: 6:01:31, time: 0.530, data_time: 0.000, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8992, loss_cls: 1.0864, loss: 1.0864, grad_norm: 6.6720 2021-02-11 12:42:38,487 - mmaction - INFO - Epoch [39][2140/3757] lr: 1.000e-03, eta: 6:01:20, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8727, loss_cls: 1.1485, loss: 1.1485, grad_norm: 6.5248 2021-02-11 12:42:48,703 - mmaction - INFO - Epoch [39][2160/3757] lr: 1.000e-03, eta: 6:01:10, time: 0.512, data_time: 0.028, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8938, loss_cls: 1.1150, loss: 1.1150, grad_norm: 6.6586 2021-02-11 12:42:58,478 - mmaction - INFO - Epoch [39][2180/3757] lr: 1.000e-03, eta: 6:01:00, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.8992, loss_cls: 1.0431, loss: 1.0431, grad_norm: 6.3217 2021-02-11 12:43:08,145 - mmaction - INFO - Epoch [39][2200/3757] lr: 1.000e-03, eta: 6:00:50, time: 0.490, data_time: 0.008, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9031, loss_cls: 1.0635, loss: 1.0635, grad_norm: 6.6109 2021-02-11 12:43:18,033 - mmaction - INFO - Epoch [39][2220/3757] lr: 1.000e-03, eta: 6:00:40, time: 0.494, data_time: 0.033, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 1.0100, loss: 1.0100, grad_norm: 6.4945 2021-02-11 12:43:28,327 - mmaction - INFO - Epoch [39][2240/3757] lr: 1.000e-03, eta: 6:00:30, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0288, loss: 1.0288, grad_norm: 6.3639 2021-02-11 12:43:37,488 - mmaction - INFO - Epoch [39][2260/3757] lr: 1.000e-03, eta: 6:00:19, time: 0.459, data_time: 0.028, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9234, loss_cls: 0.9808, loss: 0.9808, grad_norm: 6.5336 2021-02-11 12:43:47,544 - mmaction - INFO - Epoch [39][2280/3757] lr: 1.000e-03, eta: 6:00:09, time: 0.501, data_time: 0.059, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9000, loss_cls: 0.9725, loss: 0.9725, grad_norm: 6.3628 2021-02-11 12:43:57,519 - mmaction - INFO - Epoch [39][2300/3757] lr: 1.000e-03, eta: 5:59:59, time: 0.501, data_time: 0.003, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0377, loss: 1.0377, grad_norm: 6.5863 2021-02-11 12:44:06,741 - mmaction - INFO - Epoch [39][2320/3757] lr: 1.000e-03, eta: 5:59:49, time: 0.461, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 1.0081, loss: 1.0081, grad_norm: 6.5269 2021-02-11 12:44:16,607 - mmaction - INFO - Epoch [39][2340/3757] lr: 1.000e-03, eta: 5:59:39, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 1.0201, loss: 1.0201, grad_norm: 6.5955 2021-02-11 12:44:26,620 - mmaction - INFO - Epoch [39][2360/3757] lr: 1.000e-03, eta: 5:59:28, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9078, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.2487 2021-02-11 12:44:36,187 - mmaction - INFO - Epoch [39][2380/3757] lr: 1.000e-03, eta: 5:59:18, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9039, loss_cls: 1.0122, loss: 1.0122, grad_norm: 6.2747 2021-02-11 12:44:46,831 - mmaction - INFO - Epoch [39][2400/3757] lr: 1.000e-03, eta: 5:59:08, time: 0.534, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9102, loss_cls: 1.0401, loss: 1.0401, grad_norm: 6.6260 2021-02-11 12:44:57,005 - mmaction - INFO - Epoch [39][2420/3757] lr: 1.000e-03, eta: 5:58:58, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 1.0531, loss: 1.0531, grad_norm: 6.5431 2021-02-11 12:45:06,638 - mmaction - INFO - Epoch [39][2440/3757] lr: 1.000e-03, eta: 5:58:48, time: 0.482, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.0774, loss: 1.0774, grad_norm: 6.6411 2021-02-11 12:45:16,762 - mmaction - INFO - Epoch [39][2460/3757] lr: 1.000e-03, eta: 5:58:38, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9141, loss_cls: 1.0038, loss: 1.0038, grad_norm: 6.3778 2021-02-11 12:45:26,378 - mmaction - INFO - Epoch [39][2480/3757] lr: 1.000e-03, eta: 5:58:28, time: 0.483, data_time: 0.004, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.6087 2021-02-11 12:45:36,326 - mmaction - INFO - Epoch [39][2500/3757] lr: 1.000e-03, eta: 5:58:17, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.6977, top5_acc: 0.8938, loss_cls: 1.1456, loss: 1.1456, grad_norm: 7.0246 2021-02-11 12:45:45,756 - mmaction - INFO - Epoch [39][2520/3757] lr: 1.000e-03, eta: 5:58:07, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9031, loss_cls: 1.0588, loss: 1.0588, grad_norm: 6.5431 2021-02-11 12:45:56,117 - mmaction - INFO - Epoch [39][2540/3757] lr: 1.000e-03, eta: 5:57:57, time: 0.519, data_time: 0.002, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9203, loss_cls: 0.9673, loss: 0.9673, grad_norm: 6.5957 2021-02-11 12:46:05,294 - mmaction - INFO - Epoch [39][2560/3757] lr: 1.000e-03, eta: 5:57:47, time: 0.458, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1081, loss: 1.1081, grad_norm: 6.7042 2021-02-11 12:46:15,622 - mmaction - INFO - Epoch [39][2580/3757] lr: 1.000e-03, eta: 5:57:37, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8984, loss_cls: 1.1400, loss: 1.1400, grad_norm: 6.6527 2021-02-11 12:46:25,060 - mmaction - INFO - Epoch [39][2600/3757] lr: 1.000e-03, eta: 5:57:26, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.2894 2021-02-11 12:46:34,984 - mmaction - INFO - Epoch [39][2620/3757] lr: 1.000e-03, eta: 5:57:16, time: 0.498, data_time: 0.003, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9070, loss_cls: 1.0509, loss: 1.0509, grad_norm: 6.5858 2021-02-11 12:46:44,497 - mmaction - INFO - Epoch [39][2640/3757] lr: 1.000e-03, eta: 5:57:06, time: 0.473, data_time: 0.024, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.1236, loss: 1.1236, grad_norm: 6.7543 2021-02-11 12:46:55,289 - mmaction - INFO - Epoch [39][2660/3757] lr: 1.000e-03, eta: 5:56:56, time: 0.542, data_time: 0.003, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9031, loss_cls: 1.0204, loss: 1.0204, grad_norm: 6.4185 2021-02-11 12:47:04,772 - mmaction - INFO - Epoch [39][2680/3757] lr: 1.000e-03, eta: 5:56:46, time: 0.475, data_time: 0.032, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9055, loss_cls: 1.0412, loss: 1.0412, grad_norm: 6.5876 2021-02-11 12:47:14,824 - mmaction - INFO - Epoch [39][2700/3757] lr: 1.000e-03, eta: 5:56:36, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9023, loss_cls: 1.1134, loss: 1.1134, grad_norm: 6.8549 2021-02-11 12:47:24,482 - mmaction - INFO - Epoch [39][2720/3757] lr: 1.000e-03, eta: 5:56:26, time: 0.488, data_time: 0.007, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.0963, loss: 1.0963, grad_norm: 6.6870 2021-02-11 12:47:34,413 - mmaction - INFO - Epoch [39][2740/3757] lr: 1.000e-03, eta: 5:56:15, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0652, loss: 1.0652, grad_norm: 6.4716 2021-02-11 12:47:44,174 - mmaction - INFO - Epoch [39][2760/3757] lr: 1.000e-03, eta: 5:56:05, time: 0.498, data_time: 0.050, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9227, loss_cls: 0.9573, loss: 0.9573, grad_norm: 6.5449 2021-02-11 12:47:53,808 - mmaction - INFO - Epoch [39][2780/3757] lr: 1.000e-03, eta: 5:55:55, time: 0.482, data_time: 0.113, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9187, loss_cls: 0.9339, loss: 0.9339, grad_norm: 6.0218 2021-02-11 12:48:04,179 - mmaction - INFO - Epoch [39][2800/3757] lr: 1.000e-03, eta: 5:55:45, time: 0.518, data_time: 0.122, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8992, loss_cls: 1.0704, loss: 1.0704, grad_norm: 6.6382 2021-02-11 12:48:13,266 - mmaction - INFO - Epoch [39][2820/3757] lr: 1.000e-03, eta: 5:55:35, time: 0.455, data_time: 0.073, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9094, loss_cls: 1.0619, loss: 1.0619, grad_norm: 6.5144 2021-02-11 12:48:24,788 - mmaction - INFO - Epoch [39][2840/3757] lr: 1.000e-03, eta: 5:55:25, time: 0.576, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9078, loss_cls: 1.0536, loss: 1.0536, grad_norm: 6.5837 2021-02-11 12:48:32,701 - mmaction - INFO - Epoch [39][2860/3757] lr: 1.000e-03, eta: 5:55:14, time: 0.396, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.0680, loss: 1.0680, grad_norm: 6.8277 2021-02-11 12:48:42,284 - mmaction - INFO - Epoch [39][2880/3757] lr: 1.000e-03, eta: 5:55:04, time: 0.478, data_time: 0.002, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9164, loss_cls: 1.0012, loss: 1.0012, grad_norm: 6.4099 2021-02-11 12:48:52,726 - mmaction - INFO - Epoch [39][2900/3757] lr: 1.000e-03, eta: 5:54:54, time: 0.523, data_time: 0.031, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9109, loss_cls: 1.0164, loss: 1.0164, grad_norm: 6.6451 2021-02-11 12:49:02,333 - mmaction - INFO - Epoch [39][2920/3757] lr: 1.000e-03, eta: 5:54:44, time: 0.481, data_time: 0.053, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9109, loss_cls: 0.9992, loss: 0.9992, grad_norm: 6.5874 2021-02-11 12:49:12,336 - mmaction - INFO - Epoch [39][2940/3757] lr: 1.000e-03, eta: 5:54:34, time: 0.499, data_time: 0.017, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1177, loss: 1.1177, grad_norm: 6.6821 2021-02-11 12:49:22,348 - mmaction - INFO - Epoch [39][2960/3757] lr: 1.000e-03, eta: 5:54:23, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.0716, loss: 1.0716, grad_norm: 6.7097 2021-02-11 12:49:32,763 - mmaction - INFO - Epoch [39][2980/3757] lr: 1.000e-03, eta: 5:54:13, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.7156, top5_acc: 0.9039, loss_cls: 1.0576, loss: 1.0576, grad_norm: 6.5212 2021-02-11 12:49:42,901 - mmaction - INFO - Epoch [39][3000/3757] lr: 1.000e-03, eta: 5:54:03, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8945, loss_cls: 1.0663, loss: 1.0663, grad_norm: 6.6897 2021-02-11 12:49:53,544 - mmaction - INFO - Epoch [39][3020/3757] lr: 1.000e-03, eta: 5:53:53, time: 0.534, data_time: 0.003, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9203, loss_cls: 0.9850, loss: 0.9850, grad_norm: 6.3577 2021-02-11 12:50:02,780 - mmaction - INFO - Epoch [39][3040/3757] lr: 1.000e-03, eta: 5:53:43, time: 0.461, data_time: 0.001, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9016, loss_cls: 1.0553, loss: 1.0553, grad_norm: 6.6891 2021-02-11 12:50:12,578 - mmaction - INFO - Epoch [39][3060/3757] lr: 1.000e-03, eta: 5:53:33, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7008, top5_acc: 0.8945, loss_cls: 1.1385, loss: 1.1385, grad_norm: 6.8215 2021-02-11 12:50:21,716 - mmaction - INFO - Epoch [39][3080/3757] lr: 1.000e-03, eta: 5:53:23, time: 0.458, data_time: 0.003, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0790, loss: 1.0790, grad_norm: 6.6377 2021-02-11 12:50:31,526 - mmaction - INFO - Epoch [39][3100/3757] lr: 1.000e-03, eta: 5:53:12, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.4935 2021-02-11 12:50:42,199 - mmaction - INFO - Epoch [39][3120/3757] lr: 1.000e-03, eta: 5:53:02, time: 0.534, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8953, loss_cls: 1.1052, loss: 1.1052, grad_norm: 6.6687 2021-02-11 12:50:51,992 - mmaction - INFO - Epoch [39][3140/3757] lr: 1.000e-03, eta: 5:52:52, time: 0.490, data_time: 0.004, memory: 7076, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.0173, loss: 1.0173, grad_norm: 6.6019 2021-02-11 12:51:00,975 - mmaction - INFO - Epoch [39][3160/3757] lr: 1.000e-03, eta: 5:52:42, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8898, loss_cls: 1.1076, loss: 1.1076, grad_norm: 6.6636 2021-02-11 12:51:11,031 - mmaction - INFO - Epoch [39][3180/3757] lr: 1.000e-03, eta: 5:52:32, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.6875, top5_acc: 0.8922, loss_cls: 1.1901, loss: 1.1901, grad_norm: 6.9071 2021-02-11 12:51:20,435 - mmaction - INFO - Epoch [39][3200/3757] lr: 1.000e-03, eta: 5:52:21, time: 0.472, data_time: 0.002, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0778, loss: 1.0778, grad_norm: 6.6394 2021-02-11 12:51:29,947 - mmaction - INFO - Epoch [39][3220/3757] lr: 1.000e-03, eta: 5:52:11, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9109, loss_cls: 1.0291, loss: 1.0291, grad_norm: 6.4543 2021-02-11 12:51:40,519 - mmaction - INFO - Epoch [39][3240/3757] lr: 1.000e-03, eta: 5:52:01, time: 0.528, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.8977, loss_cls: 1.0181, loss: 1.0181, grad_norm: 6.3249 2021-02-11 12:51:50,463 - mmaction - INFO - Epoch [39][3260/3757] lr: 1.000e-03, eta: 5:51:51, time: 0.497, data_time: 0.002, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 0.9708, loss: 0.9708, grad_norm: 6.3174 2021-02-11 12:52:00,597 - mmaction - INFO - Epoch [39][3280/3757] lr: 1.000e-03, eta: 5:51:41, time: 0.479, data_time: 0.093, memory: 7076, top1_acc: 0.7422, top5_acc: 0.8891, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.3667 2021-02-11 12:52:09,303 - mmaction - INFO - Epoch [39][3300/3757] lr: 1.000e-03, eta: 5:51:30, time: 0.463, data_time: 0.032, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9070, loss_cls: 1.0127, loss: 1.0127, grad_norm: 6.5943 2021-02-11 12:52:21,761 - mmaction - INFO - Epoch [39][3320/3757] lr: 1.000e-03, eta: 5:51:21, time: 0.622, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9031, loss_cls: 1.0394, loss: 1.0394, grad_norm: 6.5492 2021-02-11 12:52:30,132 - mmaction - INFO - Epoch [39][3340/3757] lr: 1.000e-03, eta: 5:51:10, time: 0.419, data_time: 0.002, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8938, loss_cls: 1.0922, loss: 1.0922, grad_norm: 6.7800 2021-02-11 12:52:40,429 - mmaction - INFO - Epoch [39][3360/3757] lr: 1.000e-03, eta: 5:51:00, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 0.9953, loss: 0.9953, grad_norm: 6.4640 2021-02-11 12:52:50,668 - mmaction - INFO - Epoch [39][3380/3757] lr: 1.000e-03, eta: 5:50:50, time: 0.514, data_time: 0.004, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9008, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.5835 2021-02-11 12:53:00,958 - mmaction - INFO - Epoch [39][3400/3757] lr: 1.000e-03, eta: 5:50:40, time: 0.498, data_time: 0.009, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9086, loss_cls: 1.0749, loss: 1.0749, grad_norm: 6.6715 2021-02-11 12:53:10,303 - mmaction - INFO - Epoch [39][3420/3757] lr: 1.000e-03, eta: 5:50:30, time: 0.485, data_time: 0.113, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9125, loss_cls: 0.9825, loss: 0.9825, grad_norm: 6.3210 2021-02-11 12:53:19,968 - mmaction - INFO - Epoch [39][3440/3757] lr: 1.000e-03, eta: 5:50:20, time: 0.483, data_time: 0.031, memory: 7076, top1_acc: 0.7383, top5_acc: 0.8938, loss_cls: 1.0635, loss: 1.0635, grad_norm: 6.8168 2021-02-11 12:53:30,589 - mmaction - INFO - Epoch [39][3460/3757] lr: 1.000e-03, eta: 5:50:10, time: 0.532, data_time: 0.002, memory: 7076, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1542, loss: 1.1542, grad_norm: 6.7576 2021-02-11 12:53:39,515 - mmaction - INFO - Epoch [39][3480/3757] lr: 1.000e-03, eta: 5:49:59, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9078, loss_cls: 1.0456, loss: 1.0456, grad_norm: 6.6529 2021-02-11 12:53:49,767 - mmaction - INFO - Epoch [39][3500/3757] lr: 1.000e-03, eta: 5:49:49, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9039, loss_cls: 1.0720, loss: 1.0720, grad_norm: 6.6958 2021-02-11 12:53:58,905 - mmaction - INFO - Epoch [39][3520/3757] lr: 1.000e-03, eta: 5:49:39, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 1.0276, loss: 1.0276, grad_norm: 6.5738 2021-02-11 12:54:09,080 - mmaction - INFO - Epoch [39][3540/3757] lr: 1.000e-03, eta: 5:49:29, time: 0.509, data_time: 0.003, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.1166, loss: 1.1166, grad_norm: 6.5141 2021-02-11 12:54:18,988 - mmaction - INFO - Epoch [39][3560/3757] lr: 1.000e-03, eta: 5:49:19, time: 0.497, data_time: 0.003, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0602, loss: 1.0602, grad_norm: 6.5493 2021-02-11 12:54:29,175 - mmaction - INFO - Epoch [39][3580/3757] lr: 1.000e-03, eta: 5:49:09, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9070, loss_cls: 0.9692, loss: 0.9692, grad_norm: 6.1638 2021-02-11 12:54:39,984 - mmaction - INFO - Epoch [39][3600/3757] lr: 1.000e-03, eta: 5:48:59, time: 0.540, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9008, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.5147 2021-02-11 12:54:48,321 - mmaction - INFO - Epoch [39][3620/3757] lr: 1.000e-03, eta: 5:48:48, time: 0.417, data_time: 0.002, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9062, loss_cls: 1.0492, loss: 1.0492, grad_norm: 6.5509 2021-02-11 12:54:58,923 - mmaction - INFO - Epoch [39][3640/3757] lr: 1.000e-03, eta: 5:48:38, time: 0.529, data_time: 0.025, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1196, loss: 1.1196, grad_norm: 6.9192 2021-02-11 12:55:08,254 - mmaction - INFO - Epoch [39][3660/3757] lr: 1.000e-03, eta: 5:48:28, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0385, loss: 1.0385, grad_norm: 6.5107 2021-02-11 12:55:18,539 - mmaction - INFO - Epoch [39][3680/3757] lr: 1.000e-03, eta: 5:48:18, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0507, loss: 1.0507, grad_norm: 6.5412 2021-02-11 12:55:29,580 - mmaction - INFO - Epoch [39][3700/3757] lr: 1.000e-03, eta: 5:48:08, time: 0.542, data_time: 0.089, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9109, loss_cls: 1.0561, loss: 1.0561, grad_norm: 6.6100 2021-02-11 12:55:38,669 - mmaction - INFO - Epoch [39][3720/3757] lr: 1.000e-03, eta: 5:47:58, time: 0.466, data_time: 0.018, memory: 7076, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.1711, loss: 1.1711, grad_norm: 6.9966 2021-02-11 12:55:48,484 - mmaction - INFO - Epoch [39][3740/3757] lr: 1.000e-03, eta: 5:47:48, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8992, loss_cls: 1.0906, loss: 1.0906, grad_norm: 6.7658 2021-02-11 12:59:06,810 - mmaction - INFO - Epoch [40][20/3757] lr: 1.000e-03, eta: 5:48:14, time: 8.990, data_time: 8.495, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9039, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.4351 2021-02-11 12:59:17,884 - mmaction - INFO - Epoch [40][40/3757] lr: 1.000e-03, eta: 5:48:04, time: 0.554, data_time: 0.004, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9086, loss_cls: 1.0708, loss: 1.0708, grad_norm: 6.6421 2021-02-11 12:59:27,231 - mmaction - INFO - Epoch [40][60/3757] lr: 1.000e-03, eta: 5:47:54, time: 0.466, data_time: 0.038, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9164, loss_cls: 0.9911, loss: 0.9911, grad_norm: 6.5306 2021-02-11 12:59:37,092 - mmaction - INFO - Epoch [40][80/3757] lr: 1.000e-03, eta: 5:47:44, time: 0.495, data_time: 0.002, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0769, loss: 1.0769, grad_norm: 6.6017 2021-02-11 12:59:46,399 - mmaction - INFO - Epoch [40][100/3757] lr: 1.000e-03, eta: 5:47:34, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9148, loss_cls: 1.0128, loss: 1.0128, grad_norm: 6.5094 2021-02-11 12:59:57,171 - mmaction - INFO - Epoch [40][120/3757] lr: 1.000e-03, eta: 5:47:24, time: 0.539, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0254, loss: 1.0254, grad_norm: 6.7335 2021-02-11 13:00:07,795 - mmaction - INFO - Epoch [40][140/3757] lr: 1.000e-03, eta: 5:47:14, time: 0.526, data_time: 0.002, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9078, loss_cls: 1.0444, loss: 1.0444, grad_norm: 6.5443 2021-02-11 13:00:16,396 - mmaction - INFO - Epoch [40][160/3757] lr: 1.000e-03, eta: 5:47:03, time: 0.436, data_time: 0.007, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0488, loss: 1.0488, grad_norm: 6.5381 2021-02-11 13:00:26,959 - mmaction - INFO - Epoch [40][180/3757] lr: 1.000e-03, eta: 5:46:53, time: 0.528, data_time: 0.052, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9031, loss_cls: 1.0706, loss: 1.0706, grad_norm: 6.6248 2021-02-11 13:00:36,143 - mmaction - INFO - Epoch [40][200/3757] lr: 1.000e-03, eta: 5:46:43, time: 0.458, data_time: 0.027, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 1.0040, loss: 1.0040, grad_norm: 6.5527 2021-02-11 13:00:46,182 - mmaction - INFO - Epoch [40][220/3757] lr: 1.000e-03, eta: 5:46:33, time: 0.503, data_time: 0.003, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9023, loss_cls: 1.0503, loss: 1.0503, grad_norm: 6.5977 2021-02-11 13:00:56,716 - mmaction - INFO - Epoch [40][240/3757] lr: 1.000e-03, eta: 5:46:23, time: 0.525, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8961, loss_cls: 1.1052, loss: 1.1052, grad_norm: 6.5826 2021-02-11 13:01:06,410 - mmaction - INFO - Epoch [40][260/3757] lr: 1.000e-03, eta: 5:46:12, time: 0.487, data_time: 0.003, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8883, loss_cls: 1.0896, loss: 1.0896, grad_norm: 6.6173 2021-02-11 13:01:15,264 - mmaction - INFO - Epoch [40][280/3757] lr: 1.000e-03, eta: 5:46:02, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.0553, loss: 1.0553, grad_norm: 6.5968 2021-02-11 13:01:24,552 - mmaction - INFO - Epoch [40][300/3757] lr: 1.000e-03, eta: 5:45:52, time: 0.462, data_time: 0.015, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9078, loss_cls: 1.0286, loss: 1.0286, grad_norm: 6.6336 2021-02-11 13:01:34,805 - mmaction - INFO - Epoch [40][320/3757] lr: 1.000e-03, eta: 5:45:41, time: 0.515, data_time: 0.016, memory: 7076, top1_acc: 0.7172, top5_acc: 0.9047, loss_cls: 1.0728, loss: 1.0728, grad_norm: 6.7038 2021-02-11 13:01:43,567 - mmaction - INFO - Epoch [40][340/3757] lr: 1.000e-03, eta: 5:45:31, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0097, loss: 1.0097, grad_norm: 6.3439 2021-02-11 13:01:56,994 - mmaction - INFO - Epoch [40][360/3757] lr: 1.000e-03, eta: 5:45:22, time: 0.671, data_time: 0.006, memory: 7076, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 1.0312, loss: 1.0312, grad_norm: 6.5767 2021-02-11 13:02:05,741 - mmaction - INFO - Epoch [40][380/3757] lr: 1.000e-03, eta: 5:45:11, time: 0.437, data_time: 0.073, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.6296 2021-02-11 13:02:16,322 - mmaction - INFO - Epoch [40][400/3757] lr: 1.000e-03, eta: 5:45:01, time: 0.529, data_time: 0.094, memory: 7076, top1_acc: 0.7469, top5_acc: 0.8922, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.5198 2021-02-11 13:02:25,905 - mmaction - INFO - Epoch [40][420/3757] lr: 1.000e-03, eta: 5:44:51, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9117, loss_cls: 0.9739, loss: 0.9739, grad_norm: 6.3635 2021-02-11 13:02:34,970 - mmaction - INFO - Epoch [40][440/3757] lr: 1.000e-03, eta: 5:44:41, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9055, loss_cls: 1.0388, loss: 1.0388, grad_norm: 6.5861 2021-02-11 13:02:45,385 - mmaction - INFO - Epoch [40][460/3757] lr: 1.000e-03, eta: 5:44:31, time: 0.522, data_time: 0.002, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9735, loss: 0.9735, grad_norm: 6.2040 2021-02-11 13:02:55,000 - mmaction - INFO - Epoch [40][480/3757] lr: 1.000e-03, eta: 5:44:20, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9219, loss_cls: 0.9471, loss: 0.9471, grad_norm: 6.2414 2021-02-11 13:03:07,715 - mmaction - INFO - Epoch [40][500/3757] lr: 1.000e-03, eta: 5:44:11, time: 0.635, data_time: 0.043, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9966, loss: 0.9966, grad_norm: 6.5113 2021-02-11 13:03:16,989 - mmaction - INFO - Epoch [40][520/3757] lr: 1.000e-03, eta: 5:44:01, time: 0.463, data_time: 0.044, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 0.9813, loss: 0.9813, grad_norm: 6.1961 2021-02-11 13:03:27,661 - mmaction - INFO - Epoch [40][540/3757] lr: 1.000e-03, eta: 5:43:51, time: 0.534, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.5410 2021-02-11 13:03:37,520 - mmaction - INFO - Epoch [40][560/3757] lr: 1.000e-03, eta: 5:43:40, time: 0.493, data_time: 0.002, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9784, loss: 0.9784, grad_norm: 6.4008 2021-02-11 13:03:47,331 - mmaction - INFO - Epoch [40][580/3757] lr: 1.000e-03, eta: 5:43:30, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1270, loss: 1.1270, grad_norm: 6.9543 2021-02-11 13:03:56,874 - mmaction - INFO - Epoch [40][600/3757] lr: 1.000e-03, eta: 5:43:20, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.5187 2021-02-11 13:04:07,139 - mmaction - INFO - Epoch [40][620/3757] lr: 1.000e-03, eta: 5:43:10, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.0808, loss: 1.0808, grad_norm: 6.6638 2021-02-11 13:04:16,691 - mmaction - INFO - Epoch [40][640/3757] lr: 1.000e-03, eta: 5:43:00, time: 0.478, data_time: 0.004, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.0973, loss: 1.0973, grad_norm: 6.8684 2021-02-11 13:04:26,901 - mmaction - INFO - Epoch [40][660/3757] lr: 1.000e-03, eta: 5:42:50, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0582, loss: 1.0582, grad_norm: 6.6473 2021-02-11 13:04:35,698 - mmaction - INFO - Epoch [40][680/3757] lr: 1.000e-03, eta: 5:42:39, time: 0.440, data_time: 0.049, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9016, loss_cls: 1.0849, loss: 1.0849, grad_norm: 6.6465 2021-02-11 13:04:46,717 - mmaction - INFO - Epoch [40][700/3757] lr: 1.000e-03, eta: 5:42:29, time: 0.550, data_time: 0.170, memory: 7076, top1_acc: 0.7086, top5_acc: 0.8938, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.8675 2021-02-11 13:04:55,823 - mmaction - INFO - Epoch [40][720/3757] lr: 1.000e-03, eta: 5:42:19, time: 0.455, data_time: 0.106, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9102, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.7213 2021-02-11 13:05:05,218 - mmaction - INFO - Epoch [40][740/3757] lr: 1.000e-03, eta: 5:42:08, time: 0.470, data_time: 0.114, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9039, loss_cls: 1.0775, loss: 1.0775, grad_norm: 6.7483 2021-02-11 13:05:15,604 - mmaction - INFO - Epoch [40][760/3757] lr: 1.000e-03, eta: 5:41:58, time: 0.517, data_time: 0.059, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9787, loss: 0.9787, grad_norm: 6.4427 2021-02-11 13:05:25,413 - mmaction - INFO - Epoch [40][780/3757] lr: 1.000e-03, eta: 5:41:48, time: 0.493, data_time: 0.003, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0547, loss: 1.0547, grad_norm: 6.7949 2021-02-11 13:05:33,863 - mmaction - INFO - Epoch [40][800/3757] lr: 1.000e-03, eta: 5:41:38, time: 0.417, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9187, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.6411 2021-02-11 13:05:44,116 - mmaction - INFO - Epoch [40][820/3757] lr: 1.000e-03, eta: 5:41:28, time: 0.518, data_time: 0.026, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9164, loss_cls: 0.9569, loss: 0.9569, grad_norm: 6.3879 2021-02-11 13:05:55,133 - mmaction - INFO - Epoch [40][840/3757] lr: 1.000e-03, eta: 5:41:18, time: 0.550, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9156, loss_cls: 1.0058, loss: 1.0058, grad_norm: 6.5867 2021-02-11 13:06:03,224 - mmaction - INFO - Epoch [40][860/3757] lr: 1.000e-03, eta: 5:41:07, time: 0.406, data_time: 0.038, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0556, loss: 1.0556, grad_norm: 6.6469 2021-02-11 13:06:13,187 - mmaction - INFO - Epoch [40][880/3757] lr: 1.000e-03, eta: 5:40:57, time: 0.494, data_time: 0.027, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 1.0107, loss: 1.0107, grad_norm: 6.6365 2021-02-11 13:06:22,761 - mmaction - INFO - Epoch [40][900/3757] lr: 1.000e-03, eta: 5:40:47, time: 0.482, data_time: 0.024, memory: 7076, top1_acc: 0.7461, top5_acc: 0.8992, loss_cls: 1.0485, loss: 1.0485, grad_norm: 6.6683 2021-02-11 13:06:33,007 - mmaction - INFO - Epoch [40][920/3757] lr: 1.000e-03, eta: 5:40:37, time: 0.509, data_time: 0.133, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9180, loss_cls: 0.9784, loss: 0.9784, grad_norm: 6.4821 2021-02-11 13:06:42,842 - mmaction - INFO - Epoch [40][940/3757] lr: 1.000e-03, eta: 5:40:26, time: 0.495, data_time: 0.047, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9016, loss_cls: 1.0420, loss: 1.0420, grad_norm: 6.5828 2021-02-11 13:06:56,010 - mmaction - INFO - Epoch [40][960/3757] lr: 1.000e-03, eta: 5:40:17, time: 0.645, data_time: 0.155, memory: 7076, top1_acc: 0.6945, top5_acc: 0.8992, loss_cls: 1.1120, loss: 1.1120, grad_norm: 6.9199 2021-02-11 13:07:03,924 - mmaction - INFO - Epoch [40][980/3757] lr: 1.000e-03, eta: 5:40:06, time: 0.410, data_time: 0.067, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9956, loss: 0.9956, grad_norm: 6.3780 2021-02-11 13:07:14,549 - mmaction - INFO - Epoch [40][1000/3757] lr: 1.000e-03, eta: 5:39:56, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.5176 2021-02-11 13:07:23,904 - mmaction - INFO - Epoch [40][1020/3757] lr: 1.000e-03, eta: 5:39:46, time: 0.459, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9055, loss_cls: 1.0867, loss: 1.0867, grad_norm: 6.7217 2021-02-11 13:07:34,480 - mmaction - INFO - Epoch [40][1040/3757] lr: 1.000e-03, eta: 5:39:36, time: 0.534, data_time: 0.009, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8938, loss_cls: 1.0804, loss: 1.0804, grad_norm: 6.5445 2021-02-11 13:07:43,723 - mmaction - INFO - Epoch [40][1060/3757] lr: 1.000e-03, eta: 5:39:26, time: 0.465, data_time: 0.004, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8945, loss_cls: 1.0935, loss: 1.0935, grad_norm: 6.8308 2021-02-11 13:07:54,135 - mmaction - INFO - Epoch [40][1080/3757] lr: 1.000e-03, eta: 5:39:16, time: 0.521, data_time: 0.003, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9000, loss_cls: 1.0390, loss: 1.0390, grad_norm: 6.4079 2021-02-11 13:08:03,758 - mmaction - INFO - Epoch [40][1100/3757] lr: 1.000e-03, eta: 5:39:05, time: 0.481, data_time: 0.002, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9156, loss_cls: 1.0083, loss: 1.0083, grad_norm: 6.6074 2021-02-11 13:08:15,556 - mmaction - INFO - Epoch [40][1120/3757] lr: 1.000e-03, eta: 5:38:56, time: 0.590, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 1.0427, loss: 1.0427, grad_norm: 6.4741 2021-02-11 13:08:23,857 - mmaction - INFO - Epoch [40][1140/3757] lr: 1.000e-03, eta: 5:38:45, time: 0.416, data_time: 0.002, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.0826, loss: 1.0826, grad_norm: 6.6319 2021-02-11 13:08:36,096 - mmaction - INFO - Epoch [40][1160/3757] lr: 1.000e-03, eta: 5:38:36, time: 0.609, data_time: 0.002, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9203, loss_cls: 0.9386, loss: 0.9386, grad_norm: 6.4251 2021-02-11 13:08:45,903 - mmaction - INFO - Epoch [40][1180/3757] lr: 1.000e-03, eta: 5:38:25, time: 0.493, data_time: 0.064, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9039, loss_cls: 1.0497, loss: 1.0497, grad_norm: 6.6627 2021-02-11 13:08:56,470 - mmaction - INFO - Epoch [40][1200/3757] lr: 1.000e-03, eta: 5:38:15, time: 0.528, data_time: 0.001, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 1.0260, loss: 1.0260, grad_norm: 6.4409 2021-02-11 13:09:05,842 - mmaction - INFO - Epoch [40][1220/3757] lr: 1.000e-03, eta: 5:38:05, time: 0.469, data_time: 0.003, memory: 7076, top1_acc: 0.7047, top5_acc: 0.8984, loss_cls: 1.1253, loss: 1.1253, grad_norm: 6.9336 2021-02-11 13:09:15,784 - mmaction - INFO - Epoch [40][1240/3757] lr: 1.000e-03, eta: 5:37:55, time: 0.497, data_time: 0.002, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0686, loss: 1.0686, grad_norm: 6.7712 2021-02-11 13:09:28,123 - mmaction - INFO - Epoch [40][1260/3757] lr: 1.000e-03, eta: 5:37:45, time: 0.616, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9156, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.5230 2021-02-11 13:09:36,996 - mmaction - INFO - Epoch [40][1280/3757] lr: 1.000e-03, eta: 5:37:35, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0624, loss: 1.0624, grad_norm: 6.5524 2021-02-11 13:09:47,556 - mmaction - INFO - Epoch [40][1300/3757] lr: 1.000e-03, eta: 5:37:25, time: 0.528, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9047, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.6378 2021-02-11 13:09:57,444 - mmaction - INFO - Epoch [40][1320/3757] lr: 1.000e-03, eta: 5:37:15, time: 0.495, data_time: 0.078, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9133, loss_cls: 0.9764, loss: 0.9764, grad_norm: 6.4233 2021-02-11 13:10:07,230 - mmaction - INFO - Epoch [40][1340/3757] lr: 1.000e-03, eta: 5:37:05, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.5741 2021-02-11 13:10:17,574 - mmaction - INFO - Epoch [40][1360/3757] lr: 1.000e-03, eta: 5:36:55, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1085, loss: 1.1085, grad_norm: 6.8412 2021-02-11 13:10:27,450 - mmaction - INFO - Epoch [40][1380/3757] lr: 1.000e-03, eta: 5:36:44, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9156, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.4861 2021-02-11 13:10:37,264 - mmaction - INFO - Epoch [40][1400/3757] lr: 1.000e-03, eta: 5:36:34, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0557, loss: 1.0557, grad_norm: 6.7423 2021-02-11 13:10:47,823 - mmaction - INFO - Epoch [40][1420/3757] lr: 1.000e-03, eta: 5:36:24, time: 0.527, data_time: 0.002, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9141, loss_cls: 0.9912, loss: 0.9912, grad_norm: 6.5509 2021-02-11 13:10:56,990 - mmaction - INFO - Epoch [40][1440/3757] lr: 1.000e-03, eta: 5:36:14, time: 0.460, data_time: 0.015, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 0.9916, loss: 0.9916, grad_norm: 6.3787 2021-02-11 13:11:07,156 - mmaction - INFO - Epoch [40][1460/3757] lr: 1.000e-03, eta: 5:36:04, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9141, loss_cls: 0.9341, loss: 0.9341, grad_norm: 6.2685 2021-02-11 13:11:16,959 - mmaction - INFO - Epoch [40][1480/3757] lr: 1.000e-03, eta: 5:35:54, time: 0.518, data_time: 0.028, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 0.9672, loss: 0.9672, grad_norm: 6.5807 2021-02-11 13:11:27,305 - mmaction - INFO - Epoch [40][1500/3757] lr: 1.000e-03, eta: 5:35:43, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0674, loss: 1.0674, grad_norm: 6.5773 2021-02-11 13:11:38,119 - mmaction - INFO - Epoch [40][1520/3757] lr: 1.000e-03, eta: 5:35:34, time: 0.540, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9023, loss_cls: 1.0323, loss: 1.0323, grad_norm: 6.6181 2021-02-11 13:11:46,874 - mmaction - INFO - Epoch [40][1540/3757] lr: 1.000e-03, eta: 5:35:23, time: 0.438, data_time: 0.039, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9008, loss_cls: 1.0709, loss: 1.0709, grad_norm: 6.6640 2021-02-11 13:11:57,253 - mmaction - INFO - Epoch [40][1560/3757] lr: 1.000e-03, eta: 5:35:13, time: 0.518, data_time: 0.035, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 0.9879, loss: 0.9879, grad_norm: 6.5666 2021-02-11 13:12:06,404 - mmaction - INFO - Epoch [40][1580/3757] lr: 1.000e-03, eta: 5:35:03, time: 0.458, data_time: 0.026, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9133, loss_cls: 1.0253, loss: 1.0253, grad_norm: 6.7918 2021-02-11 13:12:16,774 - mmaction - INFO - Epoch [40][1600/3757] lr: 1.000e-03, eta: 5:34:53, time: 0.518, data_time: 0.065, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9016, loss_cls: 1.0412, loss: 1.0412, grad_norm: 6.4144 2021-02-11 13:12:25,856 - mmaction - INFO - Epoch [40][1620/3757] lr: 1.000e-03, eta: 5:34:42, time: 0.455, data_time: 0.108, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.0754, loss: 1.0754, grad_norm: 6.6163 2021-02-11 13:12:35,823 - mmaction - INFO - Epoch [40][1640/3757] lr: 1.000e-03, eta: 5:34:32, time: 0.498, data_time: 0.046, memory: 7076, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.0968, loss: 1.0968, grad_norm: 6.6777 2021-02-11 13:12:45,856 - mmaction - INFO - Epoch [40][1660/3757] lr: 1.000e-03, eta: 5:34:22, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9039, loss_cls: 1.0181, loss: 1.0181, grad_norm: 6.5929 2021-02-11 13:12:56,490 - mmaction - INFO - Epoch [40][1680/3757] lr: 1.000e-03, eta: 5:34:12, time: 0.530, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9133, loss_cls: 0.9979, loss: 0.9979, grad_norm: 6.5632 2021-02-11 13:13:05,300 - mmaction - INFO - Epoch [40][1700/3757] lr: 1.000e-03, eta: 5:34:01, time: 0.442, data_time: 0.004, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0262, loss: 1.0262, grad_norm: 6.6827 2021-02-11 13:13:15,575 - mmaction - INFO - Epoch [40][1720/3757] lr: 1.000e-03, eta: 5:33:51, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9016, loss_cls: 1.0959, loss: 1.0959, grad_norm: 6.7384 2021-02-11 13:13:25,685 - mmaction - INFO - Epoch [40][1740/3757] lr: 1.000e-03, eta: 5:33:41, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.5314 2021-02-11 13:13:34,248 - mmaction - INFO - Epoch [40][1760/3757] lr: 1.000e-03, eta: 5:33:31, time: 0.429, data_time: 0.016, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9691, loss: 0.9691, grad_norm: 6.4222 2021-02-11 13:13:44,343 - mmaction - INFO - Epoch [40][1780/3757] lr: 1.000e-03, eta: 5:33:21, time: 0.503, data_time: 0.068, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9078, loss_cls: 1.0378, loss: 1.0378, grad_norm: 6.6007 2021-02-11 13:13:55,579 - mmaction - INFO - Epoch [40][1800/3757] lr: 1.000e-03, eta: 5:33:11, time: 0.562, data_time: 0.081, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9148, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.3884 2021-02-11 13:14:03,940 - mmaction - INFO - Epoch [40][1820/3757] lr: 1.000e-03, eta: 5:33:00, time: 0.419, data_time: 0.055, memory: 7076, top1_acc: 0.7211, top5_acc: 0.8992, loss_cls: 1.0780, loss: 1.0780, grad_norm: 6.5981 2021-02-11 13:14:13,815 - mmaction - INFO - Epoch [40][1840/3757] lr: 1.000e-03, eta: 5:32:50, time: 0.494, data_time: 0.115, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8984, loss_cls: 1.0836, loss: 1.0836, grad_norm: 6.6831 2021-02-11 13:14:24,082 - mmaction - INFO - Epoch [40][1860/3757] lr: 1.000e-03, eta: 5:32:40, time: 0.509, data_time: 0.117, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9070, loss_cls: 1.0680, loss: 1.0680, grad_norm: 6.8104 2021-02-11 13:14:33,762 - mmaction - INFO - Epoch [40][1880/3757] lr: 1.000e-03, eta: 5:32:30, time: 0.487, data_time: 0.005, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9125, loss_cls: 0.9953, loss: 0.9953, grad_norm: 6.5379 2021-02-11 13:14:43,079 - mmaction - INFO - Epoch [40][1900/3757] lr: 1.000e-03, eta: 5:32:19, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1259, loss: 1.1259, grad_norm: 6.6898 2021-02-11 13:14:52,828 - mmaction - INFO - Epoch [40][1920/3757] lr: 1.000e-03, eta: 5:32:09, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0605, loss: 1.0605, grad_norm: 6.6442 2021-02-11 13:15:02,387 - mmaction - INFO - Epoch [40][1940/3757] lr: 1.000e-03, eta: 5:31:59, time: 0.478, data_time: 0.013, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9195, loss_cls: 0.9784, loss: 0.9784, grad_norm: 6.5593 2021-02-11 13:15:13,105 - mmaction - INFO - Epoch [40][1960/3757] lr: 1.000e-03, eta: 5:31:49, time: 0.536, data_time: 0.003, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0511, loss: 1.0511, grad_norm: 6.6173 2021-02-11 13:15:22,608 - mmaction - INFO - Epoch [40][1980/3757] lr: 1.000e-03, eta: 5:31:39, time: 0.476, data_time: 0.003, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0336, loss: 1.0336, grad_norm: 6.5672 2021-02-11 13:15:32,977 - mmaction - INFO - Epoch [40][2000/3757] lr: 1.000e-03, eta: 5:31:29, time: 0.513, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.0731, loss: 1.0731, grad_norm: 6.7131 2021-02-11 13:15:41,957 - mmaction - INFO - Epoch [40][2020/3757] lr: 1.000e-03, eta: 5:31:18, time: 0.454, data_time: 0.007, memory: 7076, top1_acc: 0.7484, top5_acc: 0.8930, loss_cls: 1.0503, loss: 1.0503, grad_norm: 6.6482 2021-02-11 13:15:52,900 - mmaction - INFO - Epoch [40][2040/3757] lr: 1.000e-03, eta: 5:31:08, time: 0.543, data_time: 0.069, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0284, loss: 1.0284, grad_norm: 6.6345 2021-02-11 13:16:03,055 - mmaction - INFO - Epoch [40][2060/3757] lr: 1.000e-03, eta: 5:30:58, time: 0.512, data_time: 0.093, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0399, loss: 1.0399, grad_norm: 6.6639 2021-02-11 13:16:12,740 - mmaction - INFO - Epoch [40][2080/3757] lr: 1.000e-03, eta: 5:30:48, time: 0.484, data_time: 0.010, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9016, loss_cls: 1.0627, loss: 1.0627, grad_norm: 6.8151 2021-02-11 13:16:21,817 - mmaction - INFO - Epoch [40][2100/3757] lr: 1.000e-03, eta: 5:30:38, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9133, loss_cls: 1.0116, loss: 1.0116, grad_norm: 6.6244 2021-02-11 13:16:31,463 - mmaction - INFO - Epoch [40][2120/3757] lr: 1.000e-03, eta: 5:30:27, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7078, top5_acc: 0.9102, loss_cls: 1.0853, loss: 1.0853, grad_norm: 6.8995 2021-02-11 13:16:40,811 - mmaction - INFO - Epoch [40][2140/3757] lr: 1.000e-03, eta: 5:30:17, time: 0.467, data_time: 0.027, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9078, loss_cls: 1.0438, loss: 1.0438, grad_norm: 6.6263 2021-02-11 13:16:51,048 - mmaction - INFO - Epoch [40][2160/3757] lr: 1.000e-03, eta: 5:30:07, time: 0.512, data_time: 0.129, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0355, loss: 1.0355, grad_norm: 6.6869 2021-02-11 13:17:00,725 - mmaction - INFO - Epoch [40][2180/3757] lr: 1.000e-03, eta: 5:29:57, time: 0.484, data_time: 0.033, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0812, loss: 1.0812, grad_norm: 6.7194 2021-02-11 13:17:11,024 - mmaction - INFO - Epoch [40][2200/3757] lr: 1.000e-03, eta: 5:29:47, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9180, loss_cls: 0.9805, loss: 0.9805, grad_norm: 6.5240 2021-02-11 13:17:20,790 - mmaction - INFO - Epoch [40][2220/3757] lr: 1.000e-03, eta: 5:29:36, time: 0.490, data_time: 0.003, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9047, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.5033 2021-02-11 13:17:30,165 - mmaction - INFO - Epoch [40][2240/3757] lr: 1.000e-03, eta: 5:29:26, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9039, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.6881 2021-02-11 13:17:39,919 - mmaction - INFO - Epoch [40][2260/3757] lr: 1.000e-03, eta: 5:29:16, time: 0.492, data_time: 0.006, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.5558 2021-02-11 13:17:50,630 - mmaction - INFO - Epoch [40][2280/3757] lr: 1.000e-03, eta: 5:29:06, time: 0.535, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9180, loss_cls: 1.0200, loss: 1.0200, grad_norm: 6.6540 2021-02-11 13:18:00,424 - mmaction - INFO - Epoch [40][2300/3757] lr: 1.000e-03, eta: 5:28:56, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0649, loss: 1.0649, grad_norm: 6.7173 2021-02-11 13:18:10,202 - mmaction - INFO - Epoch [40][2320/3757] lr: 1.000e-03, eta: 5:28:46, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.4160 2021-02-11 13:18:20,309 - mmaction - INFO - Epoch [40][2340/3757] lr: 1.000e-03, eta: 5:28:35, time: 0.506, data_time: 0.002, memory: 7076, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0398, loss: 1.0398, grad_norm: 6.5881 2021-02-11 13:18:29,455 - mmaction - INFO - Epoch [40][2360/3757] lr: 1.000e-03, eta: 5:28:25, time: 0.457, data_time: 0.028, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9164, loss_cls: 1.0215, loss: 1.0215, grad_norm: 6.6613 2021-02-11 13:18:39,503 - mmaction - INFO - Epoch [40][2380/3757] lr: 1.000e-03, eta: 5:28:15, time: 0.500, data_time: 0.090, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0648, loss: 1.0648, grad_norm: 6.6542 2021-02-11 13:18:48,623 - mmaction - INFO - Epoch [40][2400/3757] lr: 1.000e-03, eta: 5:28:05, time: 0.458, data_time: 0.007, memory: 7076, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.0843, loss: 1.0843, grad_norm: 6.7926 2021-02-11 13:18:59,417 - mmaction - INFO - Epoch [40][2420/3757] lr: 1.000e-03, eta: 5:27:55, time: 0.540, data_time: 0.080, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.7333 2021-02-11 13:19:08,978 - mmaction - INFO - Epoch [40][2440/3757] lr: 1.000e-03, eta: 5:27:44, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9109, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.5304 2021-02-11 13:19:18,907 - mmaction - INFO - Epoch [40][2460/3757] lr: 1.000e-03, eta: 5:27:34, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.1053, loss: 1.1053, grad_norm: 6.8548 2021-02-11 13:19:28,379 - mmaction - INFO - Epoch [40][2480/3757] lr: 1.000e-03, eta: 5:27:24, time: 0.477, data_time: 0.005, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9055, loss_cls: 1.0831, loss: 1.0831, grad_norm: 6.8168 2021-02-11 13:19:38,118 - mmaction - INFO - Epoch [40][2500/3757] lr: 1.000e-03, eta: 5:27:14, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9047, loss_cls: 1.0558, loss: 1.0558, grad_norm: 6.6189 2021-02-11 13:19:47,538 - mmaction - INFO - Epoch [40][2520/3757] lr: 1.000e-03, eta: 5:27:03, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.7102, top5_acc: 0.9000, loss_cls: 1.0659, loss: 1.0659, grad_norm: 6.7025 2021-02-11 13:19:56,950 - mmaction - INFO - Epoch [40][2540/3757] lr: 1.000e-03, eta: 5:26:53, time: 0.470, data_time: 0.041, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9234, loss_cls: 0.9167, loss: 0.9167, grad_norm: 6.3324 2021-02-11 13:20:06,827 - mmaction - INFO - Epoch [40][2560/3757] lr: 1.000e-03, eta: 5:26:43, time: 0.495, data_time: 0.063, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0521, loss: 1.0521, grad_norm: 6.5915 2021-02-11 13:20:16,527 - mmaction - INFO - Epoch [40][2580/3757] lr: 1.000e-03, eta: 5:26:33, time: 0.484, data_time: 0.094, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1036, loss: 1.1036, grad_norm: 6.7706 2021-02-11 13:20:26,985 - mmaction - INFO - Epoch [40][2600/3757] lr: 1.000e-03, eta: 5:26:23, time: 0.523, data_time: 0.016, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 1.0113, loss: 1.0113, grad_norm: 6.6638 2021-02-11 13:20:37,250 - mmaction - INFO - Epoch [40][2620/3757] lr: 1.000e-03, eta: 5:26:13, time: 0.513, data_time: 0.002, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.0574, loss: 1.0574, grad_norm: 6.6035 2021-02-11 13:20:47,372 - mmaction - INFO - Epoch [40][2640/3757] lr: 1.000e-03, eta: 5:26:03, time: 0.507, data_time: 0.002, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0241, loss: 1.0241, grad_norm: 6.5497 2021-02-11 13:20:55,671 - mmaction - INFO - Epoch [40][2660/3757] lr: 1.000e-03, eta: 5:25:52, time: 0.414, data_time: 0.009, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0476, loss: 1.0476, grad_norm: 6.6340 2021-02-11 13:21:05,793 - mmaction - INFO - Epoch [40][2680/3757] lr: 1.000e-03, eta: 5:25:42, time: 0.506, data_time: 0.075, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8930, loss_cls: 1.0992, loss: 1.0992, grad_norm: 6.8357 2021-02-11 13:21:16,217 - mmaction - INFO - Epoch [40][2700/3757] lr: 1.000e-03, eta: 5:25:32, time: 0.521, data_time: 0.142, memory: 7076, top1_acc: 0.7141, top5_acc: 0.9008, loss_cls: 1.1127, loss: 1.1127, grad_norm: 6.6384 2021-02-11 13:21:26,702 - mmaction - INFO - Epoch [40][2720/3757] lr: 1.000e-03, eta: 5:25:22, time: 0.525, data_time: 0.093, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9070, loss_cls: 1.0459, loss: 1.0459, grad_norm: 6.7190 2021-02-11 13:21:35,054 - mmaction - INFO - Epoch [40][2740/3757] lr: 1.000e-03, eta: 5:25:11, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9141, loss_cls: 0.9712, loss: 0.9712, grad_norm: 6.4702 2021-02-11 13:21:44,733 - mmaction - INFO - Epoch [40][2760/3757] lr: 1.000e-03, eta: 5:25:01, time: 0.483, data_time: 0.034, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9070, loss_cls: 1.0450, loss: 1.0450, grad_norm: 6.6758 2021-02-11 13:21:54,589 - mmaction - INFO - Epoch [40][2780/3757] lr: 1.000e-03, eta: 5:24:51, time: 0.493, data_time: 0.071, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0061, loss: 1.0061, grad_norm: 6.4202 2021-02-11 13:22:04,384 - mmaction - INFO - Epoch [40][2800/3757] lr: 1.000e-03, eta: 5:24:41, time: 0.485, data_time: 0.023, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9164, loss_cls: 1.0036, loss: 1.0036, grad_norm: 6.5117 2021-02-11 13:22:16,023 - mmaction - INFO - Epoch [40][2820/3757] lr: 1.000e-03, eta: 5:24:31, time: 0.585, data_time: 0.010, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9141, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.6559 2021-02-11 13:22:24,493 - mmaction - INFO - Epoch [40][2840/3757] lr: 1.000e-03, eta: 5:24:20, time: 0.425, data_time: 0.024, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9047, loss_cls: 1.0325, loss: 1.0325, grad_norm: 6.6137 2021-02-11 13:22:34,669 - mmaction - INFO - Epoch [40][2860/3757] lr: 1.000e-03, eta: 5:24:10, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1093, loss: 1.1093, grad_norm: 6.8047 2021-02-11 13:22:44,257 - mmaction - INFO - Epoch [40][2880/3757] lr: 1.000e-03, eta: 5:24:00, time: 0.482, data_time: 0.003, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9180, loss_cls: 1.0183, loss: 1.0183, grad_norm: 6.7647 2021-02-11 13:22:54,713 - mmaction - INFO - Epoch [40][2900/3757] lr: 1.000e-03, eta: 5:23:50, time: 0.522, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9117, loss_cls: 1.0547, loss: 1.0547, grad_norm: 6.6658 2021-02-11 13:23:03,846 - mmaction - INFO - Epoch [40][2920/3757] lr: 1.000e-03, eta: 5:23:40, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9094, loss_cls: 1.0284, loss: 1.0284, grad_norm: 6.6496 2021-02-11 13:23:14,087 - mmaction - INFO - Epoch [40][2940/3757] lr: 1.000e-03, eta: 5:23:30, time: 0.510, data_time: 0.028, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9078, loss_cls: 0.9921, loss: 0.9921, grad_norm: 6.4859 2021-02-11 13:23:24,854 - mmaction - INFO - Epoch [40][2960/3757] lr: 1.000e-03, eta: 5:23:20, time: 0.534, data_time: 0.003, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0770, loss: 1.0770, grad_norm: 6.8339 2021-02-11 13:23:35,675 - mmaction - INFO - Epoch [40][2980/3757] lr: 1.000e-03, eta: 5:23:10, time: 0.547, data_time: 0.007, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0742, loss: 1.0742, grad_norm: 6.5338 2021-02-11 13:23:43,759 - mmaction - INFO - Epoch [40][3000/3757] lr: 1.000e-03, eta: 5:22:59, time: 0.404, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0383, loss: 1.0383, grad_norm: 6.5467 2021-02-11 13:23:54,175 - mmaction - INFO - Epoch [40][3020/3757] lr: 1.000e-03, eta: 5:22:49, time: 0.521, data_time: 0.001, memory: 7076, top1_acc: 0.7039, top5_acc: 0.8906, loss_cls: 1.1389, loss: 1.1389, grad_norm: 6.8978 2021-02-11 13:24:04,658 - mmaction - INFO - Epoch [40][3040/3757] lr: 1.000e-03, eta: 5:22:39, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9109, loss_cls: 1.0398, loss: 1.0398, grad_norm: 6.6363 2021-02-11 13:24:14,477 - mmaction - INFO - Epoch [40][3060/3757] lr: 1.000e-03, eta: 5:22:29, time: 0.492, data_time: 0.002, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.4653 2021-02-11 13:24:24,051 - mmaction - INFO - Epoch [40][3080/3757] lr: 1.000e-03, eta: 5:22:19, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9187, loss_cls: 0.9937, loss: 0.9937, grad_norm: 6.5660 2021-02-11 13:24:33,380 - mmaction - INFO - Epoch [40][3100/3757] lr: 1.000e-03, eta: 5:22:08, time: 0.472, data_time: 0.006, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9195, loss_cls: 0.9878, loss: 0.9878, grad_norm: 6.5140 2021-02-11 13:24:43,744 - mmaction - INFO - Epoch [40][3120/3757] lr: 1.000e-03, eta: 5:21:58, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0186, loss: 1.0186, grad_norm: 6.6333 2021-02-11 13:24:53,317 - mmaction - INFO - Epoch [40][3140/3757] lr: 1.000e-03, eta: 5:21:48, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.1215, loss: 1.1215, grad_norm: 6.7985 2021-02-11 13:25:02,811 - mmaction - INFO - Epoch [40][3160/3757] lr: 1.000e-03, eta: 5:21:38, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0084, loss: 1.0084, grad_norm: 6.5133 2021-02-11 13:25:13,109 - mmaction - INFO - Epoch [40][3180/3757] lr: 1.000e-03, eta: 5:21:28, time: 0.514, data_time: 0.025, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9055, loss_cls: 1.0964, loss: 1.0964, grad_norm: 6.7704 2021-02-11 13:25:22,841 - mmaction - INFO - Epoch [40][3200/3757] lr: 1.000e-03, eta: 5:21:17, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.1308, loss: 1.1308, grad_norm: 6.8378 2021-02-11 13:25:33,006 - mmaction - INFO - Epoch [40][3220/3757] lr: 1.000e-03, eta: 5:21:07, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9008, loss_cls: 1.0832, loss: 1.0832, grad_norm: 6.7327 2021-02-11 13:25:41,990 - mmaction - INFO - Epoch [40][3240/3757] lr: 1.000e-03, eta: 5:20:57, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.8914, loss_cls: 1.0879, loss: 1.0879, grad_norm: 6.6026 2021-02-11 13:25:52,303 - mmaction - INFO - Epoch [40][3260/3757] lr: 1.000e-03, eta: 5:20:47, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9008, loss_cls: 1.0375, loss: 1.0375, grad_norm: 6.6331 2021-02-11 13:26:01,527 - mmaction - INFO - Epoch [40][3280/3757] lr: 1.000e-03, eta: 5:20:37, time: 0.464, data_time: 0.004, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9055, loss_cls: 0.9983, loss: 0.9983, grad_norm: 6.5301 2021-02-11 13:26:11,988 - mmaction - INFO - Epoch [40][3300/3757] lr: 1.000e-03, eta: 5:20:26, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9164, loss_cls: 0.9867, loss: 0.9867, grad_norm: 6.5519 2021-02-11 13:26:20,756 - mmaction - INFO - Epoch [40][3320/3757] lr: 1.000e-03, eta: 5:20:16, time: 0.437, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0471, loss: 1.0471, grad_norm: 6.7729 2021-02-11 13:26:30,816 - mmaction - INFO - Epoch [40][3340/3757] lr: 1.000e-03, eta: 5:20:06, time: 0.505, data_time: 0.022, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0934, loss: 1.0934, grad_norm: 6.8050 2021-02-11 13:26:40,978 - mmaction - INFO - Epoch [40][3360/3757] lr: 1.000e-03, eta: 5:19:56, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.9825 2021-02-11 13:26:50,450 - mmaction - INFO - Epoch [40][3380/3757] lr: 1.000e-03, eta: 5:19:46, time: 0.477, data_time: 0.005, memory: 7076, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1246, loss: 1.1246, grad_norm: 6.7830 2021-02-11 13:27:01,147 - mmaction - INFO - Epoch [40][3400/3757] lr: 1.000e-03, eta: 5:19:36, time: 0.535, data_time: 0.001, memory: 7076, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1125, loss: 1.1125, grad_norm: 6.7555 2021-02-11 13:27:11,595 - mmaction - INFO - Epoch [40][3420/3757] lr: 1.000e-03, eta: 5:19:26, time: 0.523, data_time: 0.002, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 1.0069, loss: 1.0069, grad_norm: 6.5357 2021-02-11 13:27:20,967 - mmaction - INFO - Epoch [40][3440/3757] lr: 1.000e-03, eta: 5:19:15, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9148, loss_cls: 1.0215, loss: 1.0215, grad_norm: 6.7532 2021-02-11 13:27:30,846 - mmaction - INFO - Epoch [40][3460/3757] lr: 1.000e-03, eta: 5:19:05, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0267, loss: 1.0267, grad_norm: 6.6715 2021-02-11 13:27:39,803 - mmaction - INFO - Epoch [40][3480/3757] lr: 1.000e-03, eta: 5:18:55, time: 0.449, data_time: 0.003, memory: 7076, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0463, loss: 1.0463, grad_norm: 6.5804 2021-02-11 13:27:49,154 - mmaction - INFO - Epoch [40][3500/3757] lr: 1.000e-03, eta: 5:18:44, time: 0.467, data_time: 0.004, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9086, loss_cls: 1.0243, loss: 1.0243, grad_norm: 6.5874 2021-02-11 13:27:59,965 - mmaction - INFO - Epoch [40][3520/3757] lr: 1.000e-03, eta: 5:18:34, time: 0.541, data_time: 0.134, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0830, loss: 1.0830, grad_norm: 6.8516 2021-02-11 13:28:09,693 - mmaction - INFO - Epoch [40][3540/3757] lr: 1.000e-03, eta: 5:18:24, time: 0.486, data_time: 0.003, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.0944, loss: 1.0944, grad_norm: 6.7225 2021-02-11 13:28:19,738 - mmaction - INFO - Epoch [40][3560/3757] lr: 1.000e-03, eta: 5:18:14, time: 0.500, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9141, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.7102 2021-02-11 13:28:30,264 - mmaction - INFO - Epoch [40][3580/3757] lr: 1.000e-03, eta: 5:18:04, time: 0.529, data_time: 0.004, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0395, loss: 1.0395, grad_norm: 6.5214 2021-02-11 13:28:39,541 - mmaction - INFO - Epoch [40][3600/3757] lr: 1.000e-03, eta: 5:17:54, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7063, top5_acc: 0.9086, loss_cls: 1.1130, loss: 1.1130, grad_norm: 6.9584 2021-02-11 13:28:50,702 - mmaction - INFO - Epoch [40][3620/3757] lr: 1.000e-03, eta: 5:17:44, time: 0.558, data_time: 0.001, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9211, loss_cls: 0.9393, loss: 0.9393, grad_norm: 6.3822 2021-02-11 13:28:59,824 - mmaction - INFO - Epoch [40][3640/3757] lr: 1.000e-03, eta: 5:17:34, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9164, loss_cls: 1.0065, loss: 1.0065, grad_norm: 6.6410 2021-02-11 13:29:10,035 - mmaction - INFO - Epoch [40][3660/3757] lr: 1.000e-03, eta: 5:17:23, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.8992, loss_cls: 1.0403, loss: 1.0403, grad_norm: 6.6645 2021-02-11 13:29:20,235 - mmaction - INFO - Epoch [40][3680/3757] lr: 1.000e-03, eta: 5:17:13, time: 0.512, data_time: 0.003, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1027, loss: 1.1027, grad_norm: 6.7227 2021-02-11 13:29:28,809 - mmaction - INFO - Epoch [40][3700/3757] lr: 1.000e-03, eta: 5:17:03, time: 0.429, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 1.0586, loss: 1.0586, grad_norm: 6.4359 2021-02-11 13:29:38,858 - mmaction - INFO - Epoch [40][3720/3757] lr: 1.000e-03, eta: 5:16:53, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.9000, loss_cls: 1.0880, loss: 1.0880, grad_norm: 6.7928 2021-02-11 13:29:49,332 - mmaction - INFO - Epoch [40][3740/3757] lr: 1.000e-03, eta: 5:16:43, time: 0.519, data_time: 0.002, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0307, loss: 1.0307, grad_norm: 6.5935 2021-02-11 13:30:07,681 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-02-11 13:34:56,300 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-02-11 13:34:57,078 - mmaction - INFO - top1_acc 0.6974 top5_acc 0.8914 2021-02-11 13:34:57,078 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-02-11 13:34:57,120 - mmaction - INFO - mean_acc 0.6973 2021-02-11 13:34:57,126 - mmaction - INFO - Epoch(val) [40][3757] top1_acc: 0.6974, top5_acc: 0.8914, mean_class_accuracy: 0.6973 2021-02-11 13:36:47,249 - mmaction - INFO - Epoch [41][20/3757] lr: 1.000e-04, eta: 5:16:47, time: 5.504, data_time: 5.106, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9148, loss_cls: 0.9777, loss: 0.9777, grad_norm: 6.2759 2021-02-11 13:36:57,335 - mmaction - INFO - Epoch [41][40/3757] lr: 1.000e-04, eta: 5:16:37, time: 0.504, data_time: 0.013, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9156, loss_cls: 0.9702, loss: 0.9702, grad_norm: 6.6050 2021-02-11 13:37:06,580 - mmaction - INFO - Epoch [41][60/3757] lr: 1.000e-04, eta: 5:16:26, time: 0.464, data_time: 0.004, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9148, loss_cls: 0.9342, loss: 0.9342, grad_norm: 6.3233 2021-02-11 13:37:16,574 - mmaction - INFO - Epoch [41][80/3757] lr: 1.000e-04, eta: 5:16:16, time: 0.499, data_time: 0.050, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9023, loss_cls: 1.0831, loss: 1.0831, grad_norm: 6.7732 2021-02-11 13:37:26,974 - mmaction - INFO - Epoch [41][100/3757] lr: 1.000e-04, eta: 5:16:06, time: 0.519, data_time: 0.043, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9039, loss_cls: 1.0086, loss: 1.0086, grad_norm: 6.3997 2021-02-11 13:37:37,219 - mmaction - INFO - Epoch [41][120/3757] lr: 1.000e-04, eta: 5:15:56, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 0.9834, loss: 0.9834, grad_norm: 6.3203 2021-02-11 13:37:47,476 - mmaction - INFO - Epoch [41][140/3757] lr: 1.000e-04, eta: 5:15:46, time: 0.514, data_time: 0.002, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9125, loss_cls: 0.9590, loss: 0.9590, grad_norm: 6.2768 2021-02-11 13:37:55,976 - mmaction - INFO - Epoch [41][160/3757] lr: 1.000e-04, eta: 5:15:35, time: 0.423, data_time: 0.015, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 1.0496, loss: 1.0496, grad_norm: 6.6424 2021-02-11 13:38:05,887 - mmaction - INFO - Epoch [41][180/3757] lr: 1.000e-04, eta: 5:15:25, time: 0.498, data_time: 0.017, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9242, loss_cls: 0.9234, loss: 0.9234, grad_norm: 6.3525 2021-02-11 13:38:15,802 - mmaction - INFO - Epoch [41][200/3757] lr: 1.000e-04, eta: 5:15:15, time: 0.496, data_time: 0.131, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9047, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.5684 2021-02-11 13:38:26,623 - mmaction - INFO - Epoch [41][220/3757] lr: 1.000e-04, eta: 5:15:05, time: 0.537, data_time: 0.054, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9211, loss_cls: 0.9773, loss: 0.9773, grad_norm: 6.4597 2021-02-11 13:38:35,252 - mmaction - INFO - Epoch [41][240/3757] lr: 1.000e-04, eta: 5:14:55, time: 0.436, data_time: 0.006, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9841, loss: 0.9841, grad_norm: 6.2386 2021-02-11 13:38:46,126 - mmaction - INFO - Epoch [41][260/3757] lr: 1.000e-04, eta: 5:14:45, time: 0.543, data_time: 0.002, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9835, loss: 0.9835, grad_norm: 6.2507 2021-02-11 13:38:53,779 - mmaction - INFO - Epoch [41][280/3757] lr: 1.000e-04, eta: 5:14:34, time: 0.383, data_time: 0.002, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 1.0126, loss: 1.0126, grad_norm: 6.6258 2021-02-11 13:39:03,992 - mmaction - INFO - Epoch [41][300/3757] lr: 1.000e-04, eta: 5:14:24, time: 0.507, data_time: 0.027, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9102, loss_cls: 0.9855, loss: 0.9855, grad_norm: 6.3927 2021-02-11 13:39:14,072 - mmaction - INFO - Epoch [41][320/3757] lr: 1.000e-04, eta: 5:14:14, time: 0.507, data_time: 0.128, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9086, loss_cls: 0.9894, loss: 0.9894, grad_norm: 6.3326 2021-02-11 13:39:23,598 - mmaction - INFO - Epoch [41][340/3757] lr: 1.000e-04, eta: 5:14:03, time: 0.477, data_time: 0.014, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9714, loss: 0.9714, grad_norm: 6.3987 2021-02-11 13:39:33,591 - mmaction - INFO - Epoch [41][360/3757] lr: 1.000e-04, eta: 5:13:53, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9141, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.4411 2021-02-11 13:39:42,670 - mmaction - INFO - Epoch [41][380/3757] lr: 1.000e-04, eta: 5:13:43, time: 0.459, data_time: 0.006, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 0.9926, loss: 0.9926, grad_norm: 6.6708 2021-02-11 13:39:52,147 - mmaction - INFO - Epoch [41][400/3757] lr: 1.000e-04, eta: 5:13:33, time: 0.472, data_time: 0.007, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 1.0194, loss: 1.0194, grad_norm: 6.5189 2021-02-11 13:40:02,630 - mmaction - INFO - Epoch [41][420/3757] lr: 1.000e-04, eta: 5:13:23, time: 0.525, data_time: 0.002, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.5008 2021-02-11 13:40:12,295 - mmaction - INFO - Epoch [41][440/3757] lr: 1.000e-04, eta: 5:13:12, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9094, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.6351 2021-02-11 13:40:21,879 - mmaction - INFO - Epoch [41][460/3757] lr: 1.000e-04, eta: 5:13:02, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.8930, loss_cls: 1.0924, loss: 1.0924, grad_norm: 6.6483 2021-02-11 13:40:31,749 - mmaction - INFO - Epoch [41][480/3757] lr: 1.000e-04, eta: 5:12:52, time: 0.497, data_time: 0.005, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9109, loss_cls: 0.9769, loss: 0.9769, grad_norm: 6.3182 2021-02-11 13:40:41,135 - mmaction - INFO - Epoch [41][500/3757] lr: 1.000e-04, eta: 5:12:42, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8906, loss_cls: 1.0731, loss: 1.0731, grad_norm: 6.7517 2021-02-11 13:40:50,503 - mmaction - INFO - Epoch [41][520/3757] lr: 1.000e-04, eta: 5:12:31, time: 0.482, data_time: 0.014, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9125, loss_cls: 0.9715, loss: 0.9715, grad_norm: 6.3928 2021-02-11 13:41:00,960 - mmaction - INFO - Epoch [41][540/3757] lr: 1.000e-04, eta: 5:12:21, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9117, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.5102 2021-02-11 13:41:10,544 - mmaction - INFO - Epoch [41][560/3757] lr: 1.000e-04, eta: 5:12:11, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9148, loss_cls: 1.0137, loss: 1.0137, grad_norm: 6.6184 2021-02-11 13:41:19,907 - mmaction - INFO - Epoch [41][580/3757] lr: 1.000e-04, eta: 5:12:01, time: 0.468, data_time: 0.027, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0364, loss: 1.0364, grad_norm: 6.3650 2021-02-11 13:41:29,527 - mmaction - INFO - Epoch [41][600/3757] lr: 1.000e-04, eta: 5:11:50, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0082, loss: 1.0082, grad_norm: 6.5581 2021-02-11 13:41:38,969 - mmaction - INFO - Epoch [41][620/3757] lr: 1.000e-04, eta: 5:11:40, time: 0.472, data_time: 0.002, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9258, loss_cls: 0.9080, loss: 0.9080, grad_norm: 6.3437 2021-02-11 13:41:48,955 - mmaction - INFO - Epoch [41][640/3757] lr: 1.000e-04, eta: 5:11:30, time: 0.500, data_time: 0.004, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9039, loss_cls: 1.0561, loss: 1.0561, grad_norm: 6.7584 2021-02-11 13:41:58,761 - mmaction - INFO - Epoch [41][660/3757] lr: 1.000e-04, eta: 5:11:20, time: 0.487, data_time: 0.003, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9117, loss_cls: 1.0197, loss: 1.0197, grad_norm: 6.4604 2021-02-11 13:42:08,509 - mmaction - INFO - Epoch [41][680/3757] lr: 1.000e-04, eta: 5:11:10, time: 0.490, data_time: 0.004, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9219, loss_cls: 0.9887, loss: 0.9887, grad_norm: 6.5011 2021-02-11 13:42:18,426 - mmaction - INFO - Epoch [41][700/3757] lr: 1.000e-04, eta: 5:10:59, time: 0.496, data_time: 0.010, memory: 7076, top1_acc: 0.7148, top5_acc: 0.9094, loss_cls: 1.0832, loss: 1.0832, grad_norm: 6.8361 2021-02-11 13:42:28,348 - mmaction - INFO - Epoch [41][720/3757] lr: 1.000e-04, eta: 5:10:49, time: 0.496, data_time: 0.044, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9156, loss_cls: 1.0140, loss: 1.0140, grad_norm: 6.8192 2021-02-11 13:42:37,377 - mmaction - INFO - Epoch [41][740/3757] lr: 1.000e-04, eta: 5:10:39, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 1.0116, loss: 1.0116, grad_norm: 6.4794 2021-02-11 13:42:47,585 - mmaction - INFO - Epoch [41][760/3757] lr: 1.000e-04, eta: 5:10:29, time: 0.511, data_time: 0.005, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9031, loss_cls: 1.0434, loss: 1.0434, grad_norm: 6.5735 2021-02-11 13:42:57,452 - mmaction - INFO - Epoch [41][780/3757] lr: 1.000e-04, eta: 5:10:19, time: 0.493, data_time: 0.005, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0446, loss: 1.0446, grad_norm: 6.6581 2021-02-11 13:43:06,683 - mmaction - INFO - Epoch [41][800/3757] lr: 1.000e-04, eta: 5:10:08, time: 0.462, data_time: 0.003, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9102, loss_cls: 0.9938, loss: 0.9938, grad_norm: 6.4531 2021-02-11 13:43:17,085 - mmaction - INFO - Epoch [41][820/3757] lr: 1.000e-04, eta: 5:09:58, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9023, loss_cls: 1.0483, loss: 1.0483, grad_norm: 6.6062 2021-02-11 13:43:27,081 - mmaction - INFO - Epoch [41][840/3757] lr: 1.000e-04, eta: 5:09:48, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.5094 2021-02-11 13:43:37,051 - mmaction - INFO - Epoch [41][860/3757] lr: 1.000e-04, eta: 5:09:38, time: 0.495, data_time: 0.000, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9109, loss_cls: 0.9896, loss: 0.9896, grad_norm: 6.2722 2021-02-11 13:43:47,008 - mmaction - INFO - Epoch [41][880/3757] lr: 1.000e-04, eta: 5:09:28, time: 0.501, data_time: 0.004, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9320, loss: 0.9320, grad_norm: 6.4102 2021-02-11 13:43:55,508 - mmaction - INFO - Epoch [41][900/3757] lr: 1.000e-04, eta: 5:09:17, time: 0.424, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 0.9789, loss: 0.9789, grad_norm: 6.3681 2021-02-11 13:44:06,783 - mmaction - INFO - Epoch [41][920/3757] lr: 1.000e-04, eta: 5:09:07, time: 0.564, data_time: 0.020, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 0.9905, loss: 0.9905, grad_norm: 6.5609 2021-02-11 13:44:16,312 - mmaction - INFO - Epoch [41][940/3757] lr: 1.000e-04, eta: 5:08:57, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9541, loss: 0.9541, grad_norm: 6.2769 2021-02-11 13:44:25,655 - mmaction - INFO - Epoch [41][960/3757] lr: 1.000e-04, eta: 5:08:47, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.8977, loss_cls: 1.0606, loss: 1.0606, grad_norm: 6.5156 2021-02-11 13:44:34,852 - mmaction - INFO - Epoch [41][980/3757] lr: 1.000e-04, eta: 5:08:36, time: 0.459, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9203, loss_cls: 0.9593, loss: 0.9593, grad_norm: 6.5670 2021-02-11 13:44:44,970 - mmaction - INFO - Epoch [41][1000/3757] lr: 1.000e-04, eta: 5:08:26, time: 0.507, data_time: 0.002, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9078, loss_cls: 0.9532, loss: 0.9532, grad_norm: 6.2887 2021-02-11 13:44:55,636 - mmaction - INFO - Epoch [41][1020/3757] lr: 1.000e-04, eta: 5:08:16, time: 0.533, data_time: 0.003, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9094, loss_cls: 1.0182, loss: 1.0182, grad_norm: 6.5161 2021-02-11 13:45:04,594 - mmaction - INFO - Epoch [41][1040/3757] lr: 1.000e-04, eta: 5:08:06, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8906, loss_cls: 1.0629, loss: 1.0629, grad_norm: 6.7102 2021-02-11 13:45:14,581 - mmaction - INFO - Epoch [41][1060/3757] lr: 1.000e-04, eta: 5:07:56, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0482, loss: 1.0482, grad_norm: 6.7432 2021-02-11 13:45:23,702 - mmaction - INFO - Epoch [41][1080/3757] lr: 1.000e-04, eta: 5:07:45, time: 0.464, data_time: 0.009, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9211, loss_cls: 0.9208, loss: 0.9208, grad_norm: 6.3166 2021-02-11 13:45:34,038 - mmaction - INFO - Epoch [41][1100/3757] lr: 1.000e-04, eta: 5:07:35, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.3702 2021-02-11 13:45:43,579 - mmaction - INFO - Epoch [41][1120/3757] lr: 1.000e-04, eta: 5:07:25, time: 0.479, data_time: 0.006, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0393, loss: 1.0393, grad_norm: 6.5125 2021-02-11 13:45:53,194 - mmaction - INFO - Epoch [41][1140/3757] lr: 1.000e-04, eta: 5:07:15, time: 0.480, data_time: 0.000, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9100, loss: 0.9100, grad_norm: 6.4509 2021-02-11 13:46:03,600 - mmaction - INFO - Epoch [41][1160/3757] lr: 1.000e-04, eta: 5:07:05, time: 0.520, data_time: 0.020, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9672, loss: 0.9672, grad_norm: 6.4414 2021-02-11 13:46:13,435 - mmaction - INFO - Epoch [41][1180/3757] lr: 1.000e-04, eta: 5:06:55, time: 0.492, data_time: 0.002, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 0.9800, loss: 0.9800, grad_norm: 6.6229 2021-02-11 13:46:22,726 - mmaction - INFO - Epoch [41][1200/3757] lr: 1.000e-04, eta: 5:06:44, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9164, loss_cls: 0.9738, loss: 0.9738, grad_norm: 6.5510 2021-02-11 13:46:32,660 - mmaction - INFO - Epoch [41][1220/3757] lr: 1.000e-04, eta: 5:06:34, time: 0.497, data_time: 0.027, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 1.0313, loss: 1.0313, grad_norm: 6.5560 2021-02-11 13:46:42,718 - mmaction - INFO - Epoch [41][1240/3757] lr: 1.000e-04, eta: 5:06:24, time: 0.503, data_time: 0.120, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.5032 2021-02-11 13:46:52,143 - mmaction - INFO - Epoch [41][1260/3757] lr: 1.000e-04, eta: 5:06:14, time: 0.471, data_time: 0.035, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.3455 2021-02-11 13:47:01,573 - mmaction - INFO - Epoch [41][1280/3757] lr: 1.000e-04, eta: 5:06:03, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9117, loss_cls: 0.9437, loss: 0.9437, grad_norm: 6.2387 2021-02-11 13:47:10,660 - mmaction - INFO - Epoch [41][1300/3757] lr: 1.000e-04, eta: 5:05:53, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9180, loss_cls: 1.0039, loss: 1.0039, grad_norm: 6.7753 2021-02-11 13:47:20,657 - mmaction - INFO - Epoch [41][1320/3757] lr: 1.000e-04, eta: 5:05:43, time: 0.499, data_time: 0.053, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0391, loss: 1.0391, grad_norm: 6.9956 2021-02-11 13:47:30,992 - mmaction - INFO - Epoch [41][1340/3757] lr: 1.000e-04, eta: 5:05:33, time: 0.517, data_time: 0.002, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9258, loss_cls: 0.9552, loss: 0.9552, grad_norm: 6.6081 2021-02-11 13:47:41,832 - mmaction - INFO - Epoch [41][1360/3757] lr: 1.000e-04, eta: 5:05:23, time: 0.541, data_time: 0.001, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9109, loss_cls: 0.9885, loss: 0.9885, grad_norm: 6.3410 2021-02-11 13:47:50,490 - mmaction - INFO - Epoch [41][1380/3757] lr: 1.000e-04, eta: 5:05:12, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9047, loss_cls: 1.0812, loss: 1.0812, grad_norm: 6.8192 2021-02-11 13:47:59,768 - mmaction - INFO - Epoch [41][1400/3757] lr: 1.000e-04, eta: 5:05:02, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.3815 2021-02-11 13:48:08,880 - mmaction - INFO - Epoch [41][1420/3757] lr: 1.000e-04, eta: 5:04:52, time: 0.455, data_time: 0.034, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 0.9562, loss: 0.9562, grad_norm: 6.2065 2021-02-11 13:48:19,528 - mmaction - INFO - Epoch [41][1440/3757] lr: 1.000e-04, eta: 5:04:42, time: 0.532, data_time: 0.008, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 0.9962, loss: 0.9962, grad_norm: 6.4590 2021-02-11 13:48:28,805 - mmaction - INFO - Epoch [41][1460/3757] lr: 1.000e-04, eta: 5:04:31, time: 0.465, data_time: 0.044, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8961, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.4684 2021-02-11 13:48:39,499 - mmaction - INFO - Epoch [41][1480/3757] lr: 1.000e-04, eta: 5:04:21, time: 0.532, data_time: 0.008, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9498, loss: 0.9498, grad_norm: 6.3647 2021-02-11 13:48:48,615 - mmaction - INFO - Epoch [41][1500/3757] lr: 1.000e-04, eta: 5:04:11, time: 0.459, data_time: 0.060, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0178, loss: 1.0178, grad_norm: 6.4673 2021-02-11 13:48:57,992 - mmaction - INFO - Epoch [41][1520/3757] lr: 1.000e-04, eta: 5:04:01, time: 0.469, data_time: 0.080, memory: 7076, top1_acc: 0.7688, top5_acc: 0.9102, loss_cls: 0.9423, loss: 0.9423, grad_norm: 6.3047 2021-02-11 13:49:07,742 - mmaction - INFO - Epoch [41][1540/3757] lr: 1.000e-04, eta: 5:03:51, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9031, loss_cls: 1.0012, loss: 1.0012, grad_norm: 6.5452 2021-02-11 13:49:17,813 - mmaction - INFO - Epoch [41][1560/3757] lr: 1.000e-04, eta: 5:03:40, time: 0.504, data_time: 0.002, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9039, loss_cls: 1.0460, loss: 1.0460, grad_norm: 6.6328 2021-02-11 13:49:26,986 - mmaction - INFO - Epoch [41][1580/3757] lr: 1.000e-04, eta: 5:03:30, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9055, loss_cls: 0.9829, loss: 0.9829, grad_norm: 6.2801 2021-02-11 13:49:37,566 - mmaction - INFO - Epoch [41][1600/3757] lr: 1.000e-04, eta: 5:03:20, time: 0.527, data_time: 0.002, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9023, loss_cls: 0.9981, loss: 0.9981, grad_norm: 6.3372 2021-02-11 13:49:46,799 - mmaction - INFO - Epoch [41][1620/3757] lr: 1.000e-04, eta: 5:03:10, time: 0.463, data_time: 0.003, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0377, loss: 1.0377, grad_norm: 6.5897 2021-02-11 13:49:56,904 - mmaction - INFO - Epoch [41][1640/3757] lr: 1.000e-04, eta: 5:03:00, time: 0.504, data_time: 0.002, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9125, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.5795 2021-02-11 13:50:06,500 - mmaction - INFO - Epoch [41][1660/3757] lr: 1.000e-04, eta: 5:02:49, time: 0.481, data_time: 0.003, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9148, loss_cls: 0.9525, loss: 0.9525, grad_norm: 6.2205 2021-02-11 13:50:16,114 - mmaction - INFO - Epoch [41][1680/3757] lr: 1.000e-04, eta: 5:02:39, time: 0.479, data_time: 0.014, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 0.9990, loss: 0.9990, grad_norm: 6.4286 2021-02-11 13:50:25,605 - mmaction - INFO - Epoch [41][1700/3757] lr: 1.000e-04, eta: 5:02:29, time: 0.477, data_time: 0.028, memory: 7076, top1_acc: 0.7711, top5_acc: 0.9281, loss_cls: 0.8994, loss: 0.8994, grad_norm: 6.1972 2021-02-11 13:50:35,762 - mmaction - INFO - Epoch [41][1720/3757] lr: 1.000e-04, eta: 5:02:19, time: 0.506, data_time: 0.002, memory: 7076, top1_acc: 0.7656, top5_acc: 0.9273, loss_cls: 0.9157, loss: 0.9157, grad_norm: 6.3170 2021-02-11 13:50:45,560 - mmaction - INFO - Epoch [41][1740/3757] lr: 1.000e-04, eta: 5:02:09, time: 0.491, data_time: 0.117, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.9024, loss: 0.9024, grad_norm: 6.3050 2021-02-11 13:50:54,937 - mmaction - INFO - Epoch [41][1760/3757] lr: 1.000e-04, eta: 5:01:58, time: 0.470, data_time: 0.052, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9047, loss_cls: 1.0356, loss: 1.0356, grad_norm: 6.5172 2021-02-11 13:51:04,398 - mmaction - INFO - Epoch [41][1780/3757] lr: 1.000e-04, eta: 5:01:48, time: 0.472, data_time: 0.003, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0701, loss: 1.0701, grad_norm: 6.5421 2021-02-11 13:51:14,056 - mmaction - INFO - Epoch [41][1800/3757] lr: 1.000e-04, eta: 5:01:38, time: 0.484, data_time: 0.017, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9420, loss: 0.9420, grad_norm: 6.3606 2021-02-11 13:51:24,339 - mmaction - INFO - Epoch [41][1820/3757] lr: 1.000e-04, eta: 5:01:28, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.3933 2021-02-11 13:51:34,358 - mmaction - INFO - Epoch [41][1840/3757] lr: 1.000e-04, eta: 5:01:18, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9008, loss_cls: 1.0136, loss: 1.0136, grad_norm: 6.2516 2021-02-11 13:51:43,221 - mmaction - INFO - Epoch [41][1860/3757] lr: 1.000e-04, eta: 5:01:07, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9190, loss: 0.9190, grad_norm: 6.3828 2021-02-11 13:51:53,231 - mmaction - INFO - Epoch [41][1880/3757] lr: 1.000e-04, eta: 5:00:57, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0431, loss: 1.0431, grad_norm: 6.5612 2021-02-11 13:52:02,980 - mmaction - INFO - Epoch [41][1900/3757] lr: 1.000e-04, eta: 5:00:47, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9023, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.3929 2021-02-11 13:52:12,983 - mmaction - INFO - Epoch [41][1920/3757] lr: 1.000e-04, eta: 5:00:37, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 0.9924, loss: 0.9924, grad_norm: 6.4091 2021-02-11 13:52:24,759 - mmaction - INFO - Epoch [41][1940/3757] lr: 1.000e-04, eta: 5:00:27, time: 0.589, data_time: 0.003, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9039, loss_cls: 1.0797, loss: 1.0797, grad_norm: 6.7528 2021-02-11 13:52:35,865 - mmaction - INFO - Epoch [41][1960/3757] lr: 1.000e-04, eta: 5:00:17, time: 0.554, data_time: 0.005, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9164, loss_cls: 0.9685, loss: 0.9685, grad_norm: 6.4421 2021-02-11 13:52:44,287 - mmaction - INFO - Epoch [41][1980/3757] lr: 1.000e-04, eta: 5:00:07, time: 0.422, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9141, loss_cls: 0.9453, loss: 0.9453, grad_norm: 6.3577 2021-02-11 13:52:54,389 - mmaction - INFO - Epoch [41][2000/3757] lr: 1.000e-04, eta: 4:59:56, time: 0.504, data_time: 0.004, memory: 7076, top1_acc: 0.7391, top5_acc: 0.8969, loss_cls: 1.0332, loss: 1.0332, grad_norm: 6.4986 2021-02-11 13:53:03,960 - mmaction - INFO - Epoch [41][2020/3757] lr: 1.000e-04, eta: 4:59:46, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.0917, loss: 1.0917, grad_norm: 6.8500 2021-02-11 13:53:13,749 - mmaction - INFO - Epoch [41][2040/3757] lr: 1.000e-04, eta: 4:59:36, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0548, loss: 1.0548, grad_norm: 6.5002 2021-02-11 13:53:22,794 - mmaction - INFO - Epoch [41][2060/3757] lr: 1.000e-04, eta: 4:59:26, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.7469, top5_acc: 0.8984, loss_cls: 1.0396, loss: 1.0396, grad_norm: 6.6298 2021-02-11 13:53:32,469 - mmaction - INFO - Epoch [41][2080/3757] lr: 1.000e-04, eta: 4:59:15, time: 0.486, data_time: 0.016, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8992, loss_cls: 1.0355, loss: 1.0355, grad_norm: 6.6714 2021-02-11 13:53:42,253 - mmaction - INFO - Epoch [41][2100/3757] lr: 1.000e-04, eta: 4:59:05, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7234, top5_acc: 0.8984, loss_cls: 1.0831, loss: 1.0831, grad_norm: 6.6938 2021-02-11 13:53:51,946 - mmaction - INFO - Epoch [41][2120/3757] lr: 1.000e-04, eta: 4:58:55, time: 0.483, data_time: 0.054, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9619, loss: 0.9619, grad_norm: 6.3648 2021-02-11 13:54:02,180 - mmaction - INFO - Epoch [41][2140/3757] lr: 1.000e-04, eta: 4:58:45, time: 0.512, data_time: 0.008, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9164, loss_cls: 0.9269, loss: 0.9269, grad_norm: 6.3202 2021-02-11 13:54:11,922 - mmaction - INFO - Epoch [41][2160/3757] lr: 1.000e-04, eta: 4:58:35, time: 0.488, data_time: 0.026, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8906, loss_cls: 1.0644, loss: 1.0644, grad_norm: 6.6564 2021-02-11 13:54:21,001 - mmaction - INFO - Epoch [41][2180/3757] lr: 1.000e-04, eta: 4:58:24, time: 0.454, data_time: 0.036, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0552, loss: 1.0552, grad_norm: 6.5487 2021-02-11 13:54:30,906 - mmaction - INFO - Epoch [41][2200/3757] lr: 1.000e-04, eta: 4:58:14, time: 0.495, data_time: 0.139, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9078, loss_cls: 1.0648, loss: 1.0648, grad_norm: 6.7569 2021-02-11 13:54:40,673 - mmaction - INFO - Epoch [41][2220/3757] lr: 1.000e-04, eta: 4:58:04, time: 0.489, data_time: 0.036, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 1.0368, loss: 1.0368, grad_norm: 6.6043 2021-02-11 13:54:51,317 - mmaction - INFO - Epoch [41][2240/3757] lr: 1.000e-04, eta: 4:57:54, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7719, top5_acc: 0.9266, loss_cls: 0.8963, loss: 0.8963, grad_norm: 6.1931 2021-02-11 13:55:00,591 - mmaction - INFO - Epoch [41][2260/3757] lr: 1.000e-04, eta: 4:57:44, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.0714, loss: 1.0714, grad_norm: 6.7354 2021-02-11 13:55:10,536 - mmaction - INFO - Epoch [41][2280/3757] lr: 1.000e-04, eta: 4:57:33, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.4619 2021-02-11 13:55:20,087 - mmaction - INFO - Epoch [41][2300/3757] lr: 1.000e-04, eta: 4:57:23, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 0.9896, loss: 0.9896, grad_norm: 6.5091 2021-02-11 13:55:29,844 - mmaction - INFO - Epoch [41][2320/3757] lr: 1.000e-04, eta: 4:57:13, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.9304, loss: 0.9304, grad_norm: 6.4425 2021-02-11 13:55:38,960 - mmaction - INFO - Epoch [41][2340/3757] lr: 1.000e-04, eta: 4:57:03, time: 0.459, data_time: 0.004, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 0.9926, loss: 0.9926, grad_norm: 6.6549 2021-02-11 13:55:48,828 - mmaction - INFO - Epoch [41][2360/3757] lr: 1.000e-04, eta: 4:56:52, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9086, loss_cls: 1.0112, loss: 1.0112, grad_norm: 6.6877 2021-02-11 13:55:58,263 - mmaction - INFO - Epoch [41][2380/3757] lr: 1.000e-04, eta: 4:56:42, time: 0.472, data_time: 0.009, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9164, loss_cls: 0.9501, loss: 0.9501, grad_norm: 6.2699 2021-02-11 13:56:08,542 - mmaction - INFO - Epoch [41][2400/3757] lr: 1.000e-04, eta: 4:56:32, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9266, loss_cls: 0.9131, loss: 0.9131, grad_norm: 6.3074 2021-02-11 13:56:17,872 - mmaction - INFO - Epoch [41][2420/3757] lr: 1.000e-04, eta: 4:56:22, time: 0.468, data_time: 0.003, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9643, loss: 0.9643, grad_norm: 6.4218 2021-02-11 13:56:27,978 - mmaction - INFO - Epoch [41][2440/3757] lr: 1.000e-04, eta: 4:56:12, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0244, loss: 1.0244, grad_norm: 6.5241 2021-02-11 13:56:37,014 - mmaction - INFO - Epoch [41][2460/3757] lr: 1.000e-04, eta: 4:56:01, time: 0.453, data_time: 0.003, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 0.9960, loss: 0.9960, grad_norm: 6.4672 2021-02-11 13:56:47,554 - mmaction - INFO - Epoch [41][2480/3757] lr: 1.000e-04, eta: 4:55:51, time: 0.527, data_time: 0.002, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9187, loss_cls: 0.9343, loss: 0.9343, grad_norm: 6.3975 2021-02-11 13:56:57,433 - mmaction - INFO - Epoch [41][2500/3757] lr: 1.000e-04, eta: 4:55:41, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9156, loss_cls: 0.9707, loss: 0.9707, grad_norm: 6.4806 2021-02-11 13:57:07,946 - mmaction - INFO - Epoch [41][2520/3757] lr: 1.000e-04, eta: 4:55:31, time: 0.526, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9023, loss_cls: 1.0118, loss: 1.0118, grad_norm: 6.5302 2021-02-11 13:57:16,656 - mmaction - INFO - Epoch [41][2540/3757] lr: 1.000e-04, eta: 4:55:21, time: 0.435, data_time: 0.022, memory: 7076, top1_acc: 0.7367, top5_acc: 0.8977, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.5185 2021-02-11 13:57:27,991 - mmaction - INFO - Epoch [41][2560/3757] lr: 1.000e-04, eta: 4:55:11, time: 0.564, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.4911 2021-02-11 13:57:37,129 - mmaction - INFO - Epoch [41][2580/3757] lr: 1.000e-04, eta: 4:55:00, time: 0.460, data_time: 0.005, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9109, loss_cls: 1.0465, loss: 1.0465, grad_norm: 6.6456 2021-02-11 13:57:48,391 - mmaction - INFO - Epoch [41][2600/3757] lr: 1.000e-04, eta: 4:54:51, time: 0.560, data_time: 0.014, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 1.0108, loss: 1.0108, grad_norm: 6.5244 2021-02-11 13:57:57,172 - mmaction - INFO - Epoch [41][2620/3757] lr: 1.000e-04, eta: 4:54:40, time: 0.442, data_time: 0.004, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9195, loss_cls: 0.9813, loss: 0.9813, grad_norm: 6.4196 2021-02-11 13:58:07,142 - mmaction - INFO - Epoch [41][2640/3757] lr: 1.000e-04, eta: 4:54:30, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9172, loss_cls: 0.9691, loss: 0.9691, grad_norm: 6.4328 2021-02-11 13:58:17,234 - mmaction - INFO - Epoch [41][2660/3757] lr: 1.000e-04, eta: 4:54:20, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.8977, loss_cls: 1.0491, loss: 1.0491, grad_norm: 6.3985 2021-02-11 13:58:26,537 - mmaction - INFO - Epoch [41][2680/3757] lr: 1.000e-04, eta: 4:54:10, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 0.9682, loss: 0.9682, grad_norm: 6.4169 2021-02-11 13:58:36,775 - mmaction - INFO - Epoch [41][2700/3757] lr: 1.000e-04, eta: 4:54:00, time: 0.512, data_time: 0.111, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9148, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.4638 2021-02-11 13:58:46,953 - mmaction - INFO - Epoch [41][2720/3757] lr: 1.000e-04, eta: 4:53:49, time: 0.509, data_time: 0.041, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9734, loss: 0.9734, grad_norm: 6.5040 2021-02-11 13:58:56,165 - mmaction - INFO - Epoch [41][2740/3757] lr: 1.000e-04, eta: 4:53:39, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0302, loss: 1.0302, grad_norm: 6.7001 2021-02-11 13:59:05,567 - mmaction - INFO - Epoch [41][2760/3757] lr: 1.000e-04, eta: 4:53:29, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9039, loss_cls: 1.0408, loss: 1.0408, grad_norm: 6.5920 2021-02-11 13:59:15,360 - mmaction - INFO - Epoch [41][2780/3757] lr: 1.000e-04, eta: 4:53:19, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9496, loss: 0.9496, grad_norm: 6.5380 2021-02-11 13:59:25,769 - mmaction - INFO - Epoch [41][2800/3757] lr: 1.000e-04, eta: 4:53:09, time: 0.518, data_time: 0.002, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 0.9622, loss: 0.9622, grad_norm: 6.3871 2021-02-11 13:59:34,621 - mmaction - INFO - Epoch [41][2820/3757] lr: 1.000e-04, eta: 4:52:58, time: 0.447, data_time: 0.025, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 1.0140, loss: 1.0140, grad_norm: 6.3695 2021-02-11 13:59:45,658 - mmaction - INFO - Epoch [41][2840/3757] lr: 1.000e-04, eta: 4:52:48, time: 0.551, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9537, loss: 0.9537, grad_norm: 6.3799 2021-02-11 13:59:54,889 - mmaction - INFO - Epoch [41][2860/3757] lr: 1.000e-04, eta: 4:52:38, time: 0.463, data_time: 0.003, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9195, loss_cls: 0.9434, loss: 0.9434, grad_norm: 6.3702 2021-02-11 14:00:05,012 - mmaction - INFO - Epoch [41][2880/3757] lr: 1.000e-04, eta: 4:52:28, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9133, loss_cls: 1.0259, loss: 1.0259, grad_norm: 6.6794 2021-02-11 14:00:14,919 - mmaction - INFO - Epoch [41][2900/3757] lr: 1.000e-04, eta: 4:52:18, time: 0.495, data_time: 0.016, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9203, loss_cls: 0.9388, loss: 0.9388, grad_norm: 6.3889 2021-02-11 14:00:24,793 - mmaction - INFO - Epoch [41][2920/3757] lr: 1.000e-04, eta: 4:52:07, time: 0.494, data_time: 0.014, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 0.9857, loss: 0.9857, grad_norm: 6.4508 2021-02-11 14:00:36,124 - mmaction - INFO - Epoch [41][2940/3757] lr: 1.000e-04, eta: 4:51:58, time: 0.565, data_time: 0.007, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9055, loss_cls: 1.0039, loss: 1.0039, grad_norm: 6.6113 2021-02-11 14:00:43,765 - mmaction - INFO - Epoch [41][2960/3757] lr: 1.000e-04, eta: 4:51:47, time: 0.384, data_time: 0.003, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9070, loss_cls: 0.9690, loss: 0.9690, grad_norm: 6.2457 2021-02-11 14:00:54,308 - mmaction - INFO - Epoch [41][2980/3757] lr: 1.000e-04, eta: 4:51:37, time: 0.526, data_time: 0.032, memory: 7076, top1_acc: 0.7180, top5_acc: 0.8977, loss_cls: 1.0709, loss: 1.0709, grad_norm: 6.5938 2021-02-11 14:01:03,071 - mmaction - INFO - Epoch [41][3000/3757] lr: 1.000e-04, eta: 4:51:27, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9227, loss_cls: 0.9824, loss: 0.9824, grad_norm: 6.7725 2021-02-11 14:01:13,195 - mmaction - INFO - Epoch [41][3020/3757] lr: 1.000e-04, eta: 4:51:16, time: 0.506, data_time: 0.012, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.0618, loss: 1.0618, grad_norm: 6.8558 2021-02-11 14:01:22,908 - mmaction - INFO - Epoch [41][3040/3757] lr: 1.000e-04, eta: 4:51:06, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9109, loss_cls: 1.0289, loss: 1.0289, grad_norm: 6.5636 2021-02-11 14:01:32,362 - mmaction - INFO - Epoch [41][3060/3757] lr: 1.000e-04, eta: 4:50:56, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9047, loss_cls: 1.0256, loss: 1.0256, grad_norm: 6.5976 2021-02-11 14:01:43,164 - mmaction - INFO - Epoch [41][3080/3757] lr: 1.000e-04, eta: 4:50:46, time: 0.539, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9055, loss_cls: 1.0467, loss: 1.0467, grad_norm: 6.4134 2021-02-11 14:01:53,601 - mmaction - INFO - Epoch [41][3100/3757] lr: 1.000e-04, eta: 4:50:36, time: 0.521, data_time: 0.002, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9775, loss: 0.9775, grad_norm: 6.4133 2021-02-11 14:02:03,716 - mmaction - INFO - Epoch [41][3120/3757] lr: 1.000e-04, eta: 4:50:26, time: 0.507, data_time: 0.003, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0401, loss: 1.0401, grad_norm: 6.4654 2021-02-11 14:02:13,302 - mmaction - INFO - Epoch [41][3140/3757] lr: 1.000e-04, eta: 4:50:16, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.7613 2021-02-11 14:02:22,499 - mmaction - INFO - Epoch [41][3160/3757] lr: 1.000e-04, eta: 4:50:05, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.7131 2021-02-11 14:02:32,109 - mmaction - INFO - Epoch [41][3180/3757] lr: 1.000e-04, eta: 4:49:55, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0240, loss: 1.0240, grad_norm: 6.7530 2021-02-11 14:02:41,315 - mmaction - INFO - Epoch [41][3200/3757] lr: 1.000e-04, eta: 4:49:45, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9023, loss_cls: 1.0410, loss: 1.0410, grad_norm: 6.7897 2021-02-11 14:02:50,650 - mmaction - INFO - Epoch [41][3220/3757] lr: 1.000e-04, eta: 4:49:34, time: 0.476, data_time: 0.013, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9031, loss_cls: 1.0222, loss: 1.0222, grad_norm: 6.6897 2021-02-11 14:03:00,593 - mmaction - INFO - Epoch [41][3240/3757] lr: 1.000e-04, eta: 4:49:24, time: 0.498, data_time: 0.005, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9219, loss_cls: 0.9211, loss: 0.9211, grad_norm: 6.3366 2021-02-11 14:03:09,870 - mmaction - INFO - Epoch [41][3260/3757] lr: 1.000e-04, eta: 4:49:14, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 0.9634, loss: 0.9634, grad_norm: 6.3512 2021-02-11 14:03:19,670 - mmaction - INFO - Epoch [41][3280/3757] lr: 1.000e-04, eta: 4:49:04, time: 0.489, data_time: 0.066, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9227, loss_cls: 0.9521, loss: 0.9521, grad_norm: 6.2721 2021-02-11 14:03:29,487 - mmaction - INFO - Epoch [41][3300/3757] lr: 1.000e-04, eta: 4:48:54, time: 0.491, data_time: 0.005, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9133, loss_cls: 1.0386, loss: 1.0386, grad_norm: 6.6196 2021-02-11 14:03:39,296 - mmaction - INFO - Epoch [41][3320/3757] lr: 1.000e-04, eta: 4:48:43, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 0.9745, loss: 0.9745, grad_norm: 6.4427 2021-02-11 14:03:49,008 - mmaction - INFO - Epoch [41][3340/3757] lr: 1.000e-04, eta: 4:48:33, time: 0.484, data_time: 0.085, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9070, loss_cls: 0.9956, loss: 0.9956, grad_norm: 6.4153 2021-02-11 14:03:59,164 - mmaction - INFO - Epoch [41][3360/3757] lr: 1.000e-04, eta: 4:48:23, time: 0.508, data_time: 0.002, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9000, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.3219 2021-02-11 14:04:08,699 - mmaction - INFO - Epoch [41][3380/3757] lr: 1.000e-04, eta: 4:48:13, time: 0.478, data_time: 0.002, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.0892, loss: 1.0892, grad_norm: 6.8311 2021-02-11 14:04:19,335 - mmaction - INFO - Epoch [41][3400/3757] lr: 1.000e-04, eta: 4:48:03, time: 0.531, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9094, loss_cls: 1.0329, loss: 1.0329, grad_norm: 6.5531 2021-02-11 14:04:29,444 - mmaction - INFO - Epoch [41][3420/3757] lr: 1.000e-04, eta: 4:47:53, time: 0.506, data_time: 0.010, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 1.0002, loss: 1.0002, grad_norm: 6.6959 2021-02-11 14:04:38,406 - mmaction - INFO - Epoch [41][3440/3757] lr: 1.000e-04, eta: 4:47:42, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9055, loss_cls: 1.0407, loss: 1.0407, grad_norm: 6.4635 2021-02-11 14:04:48,953 - mmaction - INFO - Epoch [41][3460/3757] lr: 1.000e-04, eta: 4:47:32, time: 0.524, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9133, loss_cls: 0.9786, loss: 0.9786, grad_norm: 6.5235 2021-02-11 14:04:57,911 - mmaction - INFO - Epoch [41][3480/3757] lr: 1.000e-04, eta: 4:47:22, time: 0.451, data_time: 0.058, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9055, loss_cls: 0.9886, loss: 0.9886, grad_norm: 6.3959 2021-02-11 14:05:08,711 - mmaction - INFO - Epoch [41][3500/3757] lr: 1.000e-04, eta: 4:47:12, time: 0.540, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9148, loss_cls: 1.0148, loss: 1.0148, grad_norm: 6.5861 2021-02-11 14:05:17,546 - mmaction - INFO - Epoch [41][3520/3757] lr: 1.000e-04, eta: 4:47:02, time: 0.441, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.5357 2021-02-11 14:05:27,058 - mmaction - INFO - Epoch [41][3540/3757] lr: 1.000e-04, eta: 4:46:51, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9219, loss_cls: 0.9517, loss: 0.9517, grad_norm: 6.6013 2021-02-11 14:05:36,104 - mmaction - INFO - Epoch [41][3560/3757] lr: 1.000e-04, eta: 4:46:41, time: 0.453, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 0.9829, loss: 0.9829, grad_norm: 6.2606 2021-02-11 14:05:46,018 - mmaction - INFO - Epoch [41][3580/3757] lr: 1.000e-04, eta: 4:46:31, time: 0.495, data_time: 0.050, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9070, loss_cls: 1.0272, loss: 1.0272, grad_norm: 6.5746 2021-02-11 14:05:56,793 - mmaction - INFO - Epoch [41][3600/3757] lr: 1.000e-04, eta: 4:46:21, time: 0.538, data_time: 0.002, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9250, loss_cls: 0.9412, loss: 0.9412, grad_norm: 6.3869 2021-02-11 14:06:06,597 - mmaction - INFO - Epoch [41][3620/3757] lr: 1.000e-04, eta: 4:46:11, time: 0.492, data_time: 0.003, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0436, loss: 1.0436, grad_norm: 6.4599 2021-02-11 14:06:16,709 - mmaction - INFO - Epoch [41][3640/3757] lr: 1.000e-04, eta: 4:46:01, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9016, loss_cls: 1.0590, loss: 1.0590, grad_norm: 6.7557 2021-02-11 14:06:26,160 - mmaction - INFO - Epoch [41][3660/3757] lr: 1.000e-04, eta: 4:45:50, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.7688, top5_acc: 0.9031, loss_cls: 0.9810, loss: 0.9810, grad_norm: 6.3510 2021-02-11 14:06:35,495 - mmaction - INFO - Epoch [41][3680/3757] lr: 1.000e-04, eta: 4:45:40, time: 0.466, data_time: 0.000, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 1.0298, loss: 1.0298, grad_norm: 6.5148 2021-02-11 14:06:45,047 - mmaction - INFO - Epoch [41][3700/3757] lr: 1.000e-04, eta: 4:45:30, time: 0.478, data_time: 0.002, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 0.9914, loss: 0.9914, grad_norm: 6.5005 2021-02-11 14:06:55,197 - mmaction - INFO - Epoch [41][3720/3757] lr: 1.000e-04, eta: 4:45:20, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9055, loss_cls: 0.9811, loss: 0.9811, grad_norm: 6.4775 2021-02-11 14:07:06,547 - mmaction - INFO - Epoch [41][3740/3757] lr: 1.000e-04, eta: 4:45:10, time: 0.568, data_time: 0.045, memory: 7076, top1_acc: 0.7500, top5_acc: 0.8883, loss_cls: 1.0603, loss: 1.0603, grad_norm: 6.4709 2021-02-11 14:10:28,034 - mmaction - INFO - Epoch [42][20/3757] lr: 1.000e-04, eta: 4:45:28, time: 9.330, data_time: 8.837, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9928, loss: 0.9928, grad_norm: 6.6481 2021-02-11 14:10:38,473 - mmaction - INFO - Epoch [42][40/3757] lr: 1.000e-04, eta: 4:45:18, time: 0.523, data_time: 0.020, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.5502 2021-02-11 14:10:48,990 - mmaction - INFO - Epoch [42][60/3757] lr: 1.000e-04, eta: 4:45:08, time: 0.526, data_time: 0.002, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9148, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.6837 2021-02-11 14:10:57,798 - mmaction - INFO - Epoch [42][80/3757] lr: 1.000e-04, eta: 4:44:57, time: 0.441, data_time: 0.005, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 1.0098, loss: 1.0098, grad_norm: 6.7679 2021-02-11 14:11:07,321 - mmaction - INFO - Epoch [42][100/3757] lr: 1.000e-04, eta: 4:44:47, time: 0.475, data_time: 0.000, memory: 7076, top1_acc: 0.7734, top5_acc: 0.9187, loss_cls: 0.9215, loss: 0.9215, grad_norm: 6.1945 2021-02-11 14:11:17,174 - mmaction - INFO - Epoch [42][120/3757] lr: 1.000e-04, eta: 4:44:37, time: 0.493, data_time: 0.002, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9141, loss_cls: 0.9797, loss: 0.9797, grad_norm: 6.7244 2021-02-11 14:11:26,604 - mmaction - INFO - Epoch [42][140/3757] lr: 1.000e-04, eta: 4:44:27, time: 0.472, data_time: 0.002, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9086, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.3734 2021-02-11 14:11:35,959 - mmaction - INFO - Epoch [42][160/3757] lr: 1.000e-04, eta: 4:44:16, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9109, loss_cls: 1.0055, loss: 1.0055, grad_norm: 6.6415 2021-02-11 14:11:45,217 - mmaction - INFO - Epoch [42][180/3757] lr: 1.000e-04, eta: 4:44:06, time: 0.464, data_time: 0.004, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 0.9722, loss: 0.9722, grad_norm: 6.5654 2021-02-11 14:11:55,166 - mmaction - INFO - Epoch [42][200/3757] lr: 1.000e-04, eta: 4:43:56, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9086, loss_cls: 1.0114, loss: 1.0114, grad_norm: 6.4188 2021-02-11 14:12:04,751 - mmaction - INFO - Epoch [42][220/3757] lr: 1.000e-04, eta: 4:43:46, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0269, loss: 1.0269, grad_norm: 6.5568 2021-02-11 14:12:14,480 - mmaction - INFO - Epoch [42][240/3757] lr: 1.000e-04, eta: 4:43:35, time: 0.488, data_time: 0.003, memory: 7076, top1_acc: 0.7398, top5_acc: 0.8930, loss_cls: 1.0669, loss: 1.0669, grad_norm: 6.6857 2021-02-11 14:12:24,975 - mmaction - INFO - Epoch [42][260/3757] lr: 1.000e-04, eta: 4:43:25, time: 0.523, data_time: 0.002, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9031, loss_cls: 1.0452, loss: 1.0452, grad_norm: 6.7038 2021-02-11 14:12:33,848 - mmaction - INFO - Epoch [42][280/3757] lr: 1.000e-04, eta: 4:43:15, time: 0.446, data_time: 0.004, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9133, loss_cls: 1.0002, loss: 1.0002, grad_norm: 6.4170 2021-02-11 14:12:44,921 - mmaction - INFO - Epoch [42][300/3757] lr: 1.000e-04, eta: 4:43:05, time: 0.553, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 1.0033, loss: 1.0033, grad_norm: 6.5729 2021-02-11 14:12:53,999 - mmaction - INFO - Epoch [42][320/3757] lr: 1.000e-04, eta: 4:42:55, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9281, loss_cls: 0.9235, loss: 0.9235, grad_norm: 6.3814 2021-02-11 14:13:04,079 - mmaction - INFO - Epoch [42][340/3757] lr: 1.000e-04, eta: 4:42:44, time: 0.502, data_time: 0.010, memory: 7076, top1_acc: 0.7773, top5_acc: 0.9164, loss_cls: 0.9096, loss: 0.9096, grad_norm: 6.1176 2021-02-11 14:13:15,328 - mmaction - INFO - Epoch [42][360/3757] lr: 1.000e-04, eta: 4:42:35, time: 0.564, data_time: 0.004, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9211, loss_cls: 0.9094, loss: 0.9094, grad_norm: 6.3515 2021-02-11 14:13:23,480 - mmaction - INFO - Epoch [42][380/3757] lr: 1.000e-04, eta: 4:42:24, time: 0.408, data_time: 0.002, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9133, loss_cls: 0.9646, loss: 0.9646, grad_norm: 6.5250 2021-02-11 14:13:33,670 - mmaction - INFO - Epoch [42][400/3757] lr: 1.000e-04, eta: 4:42:14, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 1.0002, loss: 1.0002, grad_norm: 6.6386 2021-02-11 14:13:43,156 - mmaction - INFO - Epoch [42][420/3757] lr: 1.000e-04, eta: 4:42:04, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9219, loss_cls: 0.9571, loss: 0.9571, grad_norm: 6.4107 2021-02-11 14:13:53,782 - mmaction - INFO - Epoch [42][440/3757] lr: 1.000e-04, eta: 4:41:54, time: 0.530, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9039, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.5414 2021-02-11 14:14:03,419 - mmaction - INFO - Epoch [42][460/3757] lr: 1.000e-04, eta: 4:41:43, time: 0.483, data_time: 0.003, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9109, loss_cls: 1.0017, loss: 1.0017, grad_norm: 6.6743 2021-02-11 14:14:12,969 - mmaction - INFO - Epoch [42][480/3757] lr: 1.000e-04, eta: 4:41:33, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 0.9874, loss: 0.9874, grad_norm: 6.4787 2021-02-11 14:14:22,774 - mmaction - INFO - Epoch [42][500/3757] lr: 1.000e-04, eta: 4:41:23, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9102, loss_cls: 0.9875, loss: 0.9875, grad_norm: 6.5621 2021-02-11 14:14:32,170 - mmaction - INFO - Epoch [42][520/3757] lr: 1.000e-04, eta: 4:41:12, time: 0.470, data_time: 0.021, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9234, loss_cls: 0.9539, loss: 0.9539, grad_norm: 6.2823 2021-02-11 14:14:42,138 - mmaction - INFO - Epoch [42][540/3757] lr: 1.000e-04, eta: 4:41:02, time: 0.498, data_time: 0.121, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.6900 2021-02-11 14:14:51,900 - mmaction - INFO - Epoch [42][560/3757] lr: 1.000e-04, eta: 4:40:52, time: 0.488, data_time: 0.029, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8969, loss_cls: 1.0842, loss: 1.0842, grad_norm: 6.6801 2021-02-11 14:15:01,853 - mmaction - INFO - Epoch [42][580/3757] lr: 1.000e-04, eta: 4:40:42, time: 0.498, data_time: 0.085, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9078, loss_cls: 0.9482, loss: 0.9482, grad_norm: 6.1540 2021-02-11 14:15:11,434 - mmaction - INFO - Epoch [42][600/3757] lr: 1.000e-04, eta: 4:40:32, time: 0.478, data_time: 0.014, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9219, loss_cls: 0.9688, loss: 0.9688, grad_norm: 6.6252 2021-02-11 14:15:21,185 - mmaction - INFO - Epoch [42][620/3757] lr: 1.000e-04, eta: 4:40:21, time: 0.488, data_time: 0.002, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9266, loss_cls: 0.9492, loss: 0.9492, grad_norm: 6.7031 2021-02-11 14:15:30,868 - mmaction - INFO - Epoch [42][640/3757] lr: 1.000e-04, eta: 4:40:11, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9156, loss_cls: 0.9672, loss: 0.9672, grad_norm: 6.4997 2021-02-11 14:15:40,437 - mmaction - INFO - Epoch [42][660/3757] lr: 1.000e-04, eta: 4:40:01, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9227, loss_cls: 0.9281, loss: 0.9281, grad_norm: 6.3114 2021-02-11 14:15:49,826 - mmaction - INFO - Epoch [42][680/3757] lr: 1.000e-04, eta: 4:39:51, time: 0.468, data_time: 0.002, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9125, loss_cls: 0.9469, loss: 0.9469, grad_norm: 6.5284 2021-02-11 14:15:59,519 - mmaction - INFO - Epoch [42][700/3757] lr: 1.000e-04, eta: 4:39:40, time: 0.487, data_time: 0.003, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9635, loss: 0.9635, grad_norm: 6.4595 2021-02-11 14:16:09,637 - mmaction - INFO - Epoch [42][720/3757] lr: 1.000e-04, eta: 4:39:30, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9242, loss_cls: 0.9059, loss: 0.9059, grad_norm: 6.1998 2021-02-11 14:16:17,924 - mmaction - INFO - Epoch [42][740/3757] lr: 1.000e-04, eta: 4:39:20, time: 0.414, data_time: 0.002, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9023, loss_cls: 1.0068, loss: 1.0068, grad_norm: 6.5531 2021-02-11 14:16:28,321 - mmaction - INFO - Epoch [42][760/3757] lr: 1.000e-04, eta: 4:39:10, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9125, loss_cls: 0.9727, loss: 0.9727, grad_norm: 6.3815 2021-02-11 14:16:37,641 - mmaction - INFO - Epoch [42][780/3757] lr: 1.000e-04, eta: 4:38:59, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9963, loss: 0.9963, grad_norm: 6.5820 2021-02-11 14:16:47,074 - mmaction - INFO - Epoch [42][800/3757] lr: 1.000e-04, eta: 4:38:49, time: 0.470, data_time: 0.002, memory: 7076, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.7354 2021-02-11 14:16:57,373 - mmaction - INFO - Epoch [42][820/3757] lr: 1.000e-04, eta: 4:38:39, time: 0.516, data_time: 0.004, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9775, loss: 0.9775, grad_norm: 6.6036 2021-02-11 14:17:06,709 - mmaction - INFO - Epoch [42][840/3757] lr: 1.000e-04, eta: 4:38:29, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.4458 2021-02-11 14:17:16,567 - mmaction - INFO - Epoch [42][860/3757] lr: 1.000e-04, eta: 4:38:18, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.0443, loss: 1.0443, grad_norm: 6.7525 2021-02-11 14:17:26,535 - mmaction - INFO - Epoch [42][880/3757] lr: 1.000e-04, eta: 4:38:08, time: 0.507, data_time: 0.009, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9086, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.4753 2021-02-11 14:17:36,401 - mmaction - INFO - Epoch [42][900/3757] lr: 1.000e-04, eta: 4:37:58, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9039, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.3781 2021-02-11 14:17:46,146 - mmaction - INFO - Epoch [42][920/3757] lr: 1.000e-04, eta: 4:37:48, time: 0.488, data_time: 0.003, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9172, loss_cls: 0.9339, loss: 0.9339, grad_norm: 6.1518 2021-02-11 14:17:55,728 - mmaction - INFO - Epoch [42][940/3757] lr: 1.000e-04, eta: 4:37:38, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0042, loss: 1.0042, grad_norm: 6.4332 2021-02-11 14:18:05,187 - mmaction - INFO - Epoch [42][960/3757] lr: 1.000e-04, eta: 4:37:27, time: 0.474, data_time: 0.002, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.0819, loss: 1.0819, grad_norm: 6.6178 2021-02-11 14:18:14,426 - mmaction - INFO - Epoch [42][980/3757] lr: 1.000e-04, eta: 4:37:17, time: 0.461, data_time: 0.009, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 0.9924, loss: 0.9924, grad_norm: 6.6136 2021-02-11 14:18:24,249 - mmaction - INFO - Epoch [42][1000/3757] lr: 1.000e-04, eta: 4:37:07, time: 0.492, data_time: 0.084, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9172, loss_cls: 1.0000, loss: 1.0000, grad_norm: 6.6220 2021-02-11 14:18:33,748 - mmaction - INFO - Epoch [42][1020/3757] lr: 1.000e-04, eta: 4:36:57, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9000, loss_cls: 1.0453, loss: 1.0453, grad_norm: 6.7114 2021-02-11 14:18:43,883 - mmaction - INFO - Epoch [42][1040/3757] lr: 1.000e-04, eta: 4:36:46, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 0.9882, loss: 0.9882, grad_norm: 6.5224 2021-02-11 14:18:53,127 - mmaction - INFO - Epoch [42][1060/3757] lr: 1.000e-04, eta: 4:36:36, time: 0.466, data_time: 0.005, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9537, loss: 0.9537, grad_norm: 6.4000 2021-02-11 14:19:03,358 - mmaction - INFO - Epoch [42][1080/3757] lr: 1.000e-04, eta: 4:36:26, time: 0.509, data_time: 0.128, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9227, loss_cls: 0.9407, loss: 0.9407, grad_norm: 6.5198 2021-02-11 14:19:12,419 - mmaction - INFO - Epoch [42][1100/3757] lr: 1.000e-04, eta: 4:36:16, time: 0.456, data_time: 0.034, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 1.0216, loss: 1.0216, grad_norm: 6.7274 2021-02-11 14:19:22,833 - mmaction - INFO - Epoch [42][1120/3757] lr: 1.000e-04, eta: 4:36:06, time: 0.521, data_time: 0.008, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9117, loss_cls: 0.9461, loss: 0.9461, grad_norm: 6.4720 2021-02-11 14:19:32,108 - mmaction - INFO - Epoch [42][1140/3757] lr: 1.000e-04, eta: 4:35:55, time: 0.463, data_time: 0.008, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9203, loss_cls: 0.9496, loss: 0.9496, grad_norm: 6.4298 2021-02-11 14:19:42,768 - mmaction - INFO - Epoch [42][1160/3757] lr: 1.000e-04, eta: 4:35:45, time: 0.534, data_time: 0.002, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9094, loss_cls: 0.9890, loss: 0.9890, grad_norm: 6.4812 2021-02-11 14:19:51,849 - mmaction - INFO - Epoch [42][1180/3757] lr: 1.000e-04, eta: 4:35:35, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8984, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.5156 2021-02-11 14:20:01,584 - mmaction - INFO - Epoch [42][1200/3757] lr: 1.000e-04, eta: 4:35:25, time: 0.487, data_time: 0.005, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9211, loss_cls: 0.9573, loss: 0.9573, grad_norm: 6.5179 2021-02-11 14:20:11,354 - mmaction - INFO - Epoch [42][1220/3757] lr: 1.000e-04, eta: 4:35:14, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9055, loss_cls: 1.0226, loss: 1.0226, grad_norm: 6.6354 2021-02-11 14:20:20,983 - mmaction - INFO - Epoch [42][1240/3757] lr: 1.000e-04, eta: 4:35:04, time: 0.501, data_time: 0.027, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9055, loss_cls: 1.0484, loss: 1.0484, grad_norm: 6.7698 2021-02-11 14:20:30,424 - mmaction - INFO - Epoch [42][1260/3757] lr: 1.000e-04, eta: 4:34:54, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9900, loss: 0.9900, grad_norm: 6.6181 2021-02-11 14:20:40,508 - mmaction - INFO - Epoch [42][1280/3757] lr: 1.000e-04, eta: 4:34:44, time: 0.504, data_time: 0.000, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9055, loss_cls: 0.9613, loss: 0.9613, grad_norm: 6.3656 2021-02-11 14:20:50,480 - mmaction - INFO - Epoch [42][1300/3757] lr: 1.000e-04, eta: 4:34:34, time: 0.499, data_time: 0.002, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9062, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.5236 2021-02-11 14:20:59,686 - mmaction - INFO - Epoch [42][1320/3757] lr: 1.000e-04, eta: 4:34:23, time: 0.460, data_time: 0.003, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9123, loss: 0.9123, grad_norm: 6.1327 2021-02-11 14:21:09,353 - mmaction - INFO - Epoch [42][1340/3757] lr: 1.000e-04, eta: 4:34:13, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7734, top5_acc: 0.9266, loss_cls: 0.8791, loss: 0.8791, grad_norm: 6.3676 2021-02-11 14:21:19,249 - mmaction - INFO - Epoch [42][1360/3757] lr: 1.000e-04, eta: 4:34:03, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9086, loss_cls: 0.9521, loss: 0.9521, grad_norm: 6.4395 2021-02-11 14:21:28,637 - mmaction - INFO - Epoch [42][1380/3757] lr: 1.000e-04, eta: 4:33:53, time: 0.469, data_time: 0.015, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9086, loss_cls: 1.0047, loss: 1.0047, grad_norm: 6.3648 2021-02-11 14:21:37,813 - mmaction - INFO - Epoch [42][1400/3757] lr: 1.000e-04, eta: 4:33:42, time: 0.459, data_time: 0.008, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 0.9879, loss: 0.9879, grad_norm: 6.5872 2021-02-11 14:21:48,216 - mmaction - INFO - Epoch [42][1420/3757] lr: 1.000e-04, eta: 4:33:32, time: 0.520, data_time: 0.094, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9023, loss_cls: 1.0179, loss: 1.0179, grad_norm: 6.6577 2021-02-11 14:21:57,664 - mmaction - INFO - Epoch [42][1440/3757] lr: 1.000e-04, eta: 4:33:22, time: 0.472, data_time: 0.124, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9195, loss_cls: 0.9352, loss: 0.9352, grad_norm: 6.4214 2021-02-11 14:22:06,819 - mmaction - INFO - Epoch [42][1460/3757] lr: 1.000e-04, eta: 4:33:12, time: 0.458, data_time: 0.114, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9187, loss_cls: 0.9632, loss: 0.9632, grad_norm: 6.6240 2021-02-11 14:22:17,143 - mmaction - INFO - Epoch [42][1480/3757] lr: 1.000e-04, eta: 4:33:01, time: 0.516, data_time: 0.096, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9242, loss_cls: 0.9433, loss: 0.9433, grad_norm: 6.4697 2021-02-11 14:22:26,471 - mmaction - INFO - Epoch [42][1500/3757] lr: 1.000e-04, eta: 4:32:51, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.7656, top5_acc: 0.9227, loss_cls: 0.9551, loss: 0.9551, grad_norm: 6.5634 2021-02-11 14:22:35,886 - mmaction - INFO - Epoch [42][1520/3757] lr: 1.000e-04, eta: 4:32:41, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7758, top5_acc: 0.9125, loss_cls: 0.9349, loss: 0.9349, grad_norm: 6.2723 2021-02-11 14:22:45,754 - mmaction - INFO - Epoch [42][1540/3757] lr: 1.000e-04, eta: 4:32:31, time: 0.495, data_time: 0.003, memory: 7076, top1_acc: 0.7734, top5_acc: 0.9141, loss_cls: 0.9376, loss: 0.9376, grad_norm: 6.2918 2021-02-11 14:22:55,366 - mmaction - INFO - Epoch [42][1560/3757] lr: 1.000e-04, eta: 4:32:20, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9211, loss_cls: 0.9532, loss: 0.9532, grad_norm: 6.4088 2021-02-11 14:23:05,505 - mmaction - INFO - Epoch [42][1580/3757] lr: 1.000e-04, eta: 4:32:10, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9723, loss: 0.9723, grad_norm: 6.6052 2021-02-11 14:23:14,863 - mmaction - INFO - Epoch [42][1600/3757] lr: 1.000e-04, eta: 4:32:00, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9008, loss_cls: 1.0298, loss: 1.0298, grad_norm: 6.6060 2021-02-11 14:23:24,529 - mmaction - INFO - Epoch [42][1620/3757] lr: 1.000e-04, eta: 4:31:50, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9109, loss_cls: 1.0103, loss: 1.0103, grad_norm: 6.6398 2021-02-11 14:23:33,935 - mmaction - INFO - Epoch [42][1640/3757] lr: 1.000e-04, eta: 4:31:40, time: 0.470, data_time: 0.003, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9039, loss_cls: 1.0057, loss: 1.0057, grad_norm: 6.5106 2021-02-11 14:23:43,690 - mmaction - INFO - Epoch [42][1660/3757] lr: 1.000e-04, eta: 4:31:29, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9739, loss: 0.9739, grad_norm: 6.2512 2021-02-11 14:23:53,043 - mmaction - INFO - Epoch [42][1680/3757] lr: 1.000e-04, eta: 4:31:19, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 1.0121, loss: 1.0121, grad_norm: 6.6016 2021-02-11 14:24:03,096 - mmaction - INFO - Epoch [42][1700/3757] lr: 1.000e-04, eta: 4:31:09, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9031, loss_cls: 1.0365, loss: 1.0365, grad_norm: 6.5850 2021-02-11 14:24:13,359 - mmaction - INFO - Epoch [42][1720/3757] lr: 1.000e-04, eta: 4:30:59, time: 0.513, data_time: 0.033, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9554, loss: 0.9554, grad_norm: 6.4063 2021-02-11 14:24:22,917 - mmaction - INFO - Epoch [42][1740/3757] lr: 1.000e-04, eta: 4:30:49, time: 0.479, data_time: 0.120, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9039, loss_cls: 0.9967, loss: 0.9967, grad_norm: 6.6723 2021-02-11 14:24:32,009 - mmaction - INFO - Epoch [42][1760/3757] lr: 1.000e-04, eta: 4:30:38, time: 0.454, data_time: 0.078, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9164, loss_cls: 0.9812, loss: 0.9812, grad_norm: 6.7147 2021-02-11 14:24:41,553 - mmaction - INFO - Epoch [42][1780/3757] lr: 1.000e-04, eta: 4:30:28, time: 0.478, data_time: 0.060, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 1.0074, loss: 1.0074, grad_norm: 6.6115 2021-02-11 14:24:51,393 - mmaction - INFO - Epoch [42][1800/3757] lr: 1.000e-04, eta: 4:30:18, time: 0.491, data_time: 0.000, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 1.0017, loss: 1.0017, grad_norm: 6.3847 2021-02-11 14:25:01,347 - mmaction - INFO - Epoch [42][1820/3757] lr: 1.000e-04, eta: 4:30:08, time: 0.498, data_time: 0.002, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9250, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.5121 2021-02-11 14:25:11,244 - mmaction - INFO - Epoch [42][1840/3757] lr: 1.000e-04, eta: 4:29:57, time: 0.494, data_time: 0.006, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9180, loss_cls: 0.9717, loss: 0.9717, grad_norm: 6.4840 2021-02-11 14:25:20,683 - mmaction - INFO - Epoch [42][1860/3757] lr: 1.000e-04, eta: 4:29:47, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9187, loss_cls: 0.9294, loss: 0.9294, grad_norm: 6.4805 2021-02-11 14:25:31,341 - mmaction - INFO - Epoch [42][1880/3757] lr: 1.000e-04, eta: 4:29:37, time: 0.532, data_time: 0.000, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9094, loss_cls: 0.9790, loss: 0.9790, grad_norm: 6.4260 2021-02-11 14:25:41,263 - mmaction - INFO - Epoch [42][1900/3757] lr: 1.000e-04, eta: 4:29:27, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9039, loss_cls: 0.9787, loss: 0.9787, grad_norm: 6.5898 2021-02-11 14:25:50,613 - mmaction - INFO - Epoch [42][1920/3757] lr: 1.000e-04, eta: 4:29:17, time: 0.468, data_time: 0.011, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9141, loss_cls: 0.9345, loss: 0.9345, grad_norm: 6.3991 2021-02-11 14:26:00,894 - mmaction - INFO - Epoch [42][1940/3757] lr: 1.000e-04, eta: 4:29:06, time: 0.513, data_time: 0.099, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9195, loss_cls: 1.0166, loss: 1.0166, grad_norm: 6.9035 2021-02-11 14:26:09,468 - mmaction - INFO - Epoch [42][1960/3757] lr: 1.000e-04, eta: 4:28:56, time: 0.434, data_time: 0.026, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9125, loss_cls: 0.9450, loss: 0.9450, grad_norm: 6.5471 2021-02-11 14:26:19,356 - mmaction - INFO - Epoch [42][1980/3757] lr: 1.000e-04, eta: 4:28:46, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 0.9882, loss: 0.9882, grad_norm: 6.5621 2021-02-11 14:26:29,123 - mmaction - INFO - Epoch [42][2000/3757] lr: 1.000e-04, eta: 4:28:36, time: 0.490, data_time: 0.003, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 1.0161, loss: 1.0161, grad_norm: 6.5589 2021-02-11 14:26:39,072 - mmaction - INFO - Epoch [42][2020/3757] lr: 1.000e-04, eta: 4:28:26, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7023, top5_acc: 0.8914, loss_cls: 1.1242, loss: 1.1242, grad_norm: 6.9308 2021-02-11 14:26:49,040 - mmaction - INFO - Epoch [42][2040/3757] lr: 1.000e-04, eta: 4:28:15, time: 0.499, data_time: 0.002, memory: 7076, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.0594, loss: 1.0594, grad_norm: 6.7301 2021-02-11 14:26:58,073 - mmaction - INFO - Epoch [42][2060/3757] lr: 1.000e-04, eta: 4:28:05, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9078, loss_cls: 0.9585, loss: 0.9585, grad_norm: 6.2707 2021-02-11 14:27:07,448 - mmaction - INFO - Epoch [42][2080/3757] lr: 1.000e-04, eta: 4:27:55, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 0.9877, loss: 0.9877, grad_norm: 6.3452 2021-02-11 14:27:17,876 - mmaction - INFO - Epoch [42][2100/3757] lr: 1.000e-04, eta: 4:27:45, time: 0.521, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 1.0329, loss: 1.0329, grad_norm: 6.5063 2021-02-11 14:27:28,487 - mmaction - INFO - Epoch [42][2120/3757] lr: 1.000e-04, eta: 4:27:35, time: 0.531, data_time: 0.002, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9144, loss: 0.9144, grad_norm: 6.4034 2021-02-11 14:27:36,802 - mmaction - INFO - Epoch [42][2140/3757] lr: 1.000e-04, eta: 4:27:24, time: 0.416, data_time: 0.025, memory: 7076, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0924, loss: 1.0924, grad_norm: 6.8118 2021-02-11 14:27:47,682 - mmaction - INFO - Epoch [42][2160/3757] lr: 1.000e-04, eta: 4:27:14, time: 0.540, data_time: 0.009, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9180, loss_cls: 0.9227, loss: 0.9227, grad_norm: 6.5082 2021-02-11 14:27:56,260 - mmaction - INFO - Epoch [42][2180/3757] lr: 1.000e-04, eta: 4:27:04, time: 0.432, data_time: 0.006, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9109, loss_cls: 0.9956, loss: 0.9956, grad_norm: 6.5328 2021-02-11 14:28:07,116 - mmaction - INFO - Epoch [42][2200/3757] lr: 1.000e-04, eta: 4:26:54, time: 0.544, data_time: 0.004, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9164, loss_cls: 0.9197, loss: 0.9197, grad_norm: 6.3444 2021-02-11 14:28:15,757 - mmaction - INFO - Epoch [42][2220/3757] lr: 1.000e-04, eta: 4:26:43, time: 0.431, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9780, loss: 0.9780, grad_norm: 6.5672 2021-02-11 14:28:26,746 - mmaction - INFO - Epoch [42][2240/3757] lr: 1.000e-04, eta: 4:26:33, time: 0.549, data_time: 0.001, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9156, loss_cls: 0.9604, loss: 0.9604, grad_norm: 6.4556 2021-02-11 14:28:35,564 - mmaction - INFO - Epoch [42][2260/3757] lr: 1.000e-04, eta: 4:26:23, time: 0.442, data_time: 0.003, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 1.0016, loss: 1.0016, grad_norm: 6.4629 2021-02-11 14:28:45,009 - mmaction - INFO - Epoch [42][2280/3757] lr: 1.000e-04, eta: 4:26:13, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0472, loss: 1.0472, grad_norm: 6.7652 2021-02-11 14:28:54,730 - mmaction - INFO - Epoch [42][2300/3757] lr: 1.000e-04, eta: 4:26:02, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9187, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.6154 2021-02-11 14:29:04,663 - mmaction - INFO - Epoch [42][2320/3757] lr: 1.000e-04, eta: 4:25:52, time: 0.497, data_time: 0.002, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9195, loss_cls: 0.8993, loss: 0.8993, grad_norm: 6.0778 2021-02-11 14:29:14,382 - mmaction - INFO - Epoch [42][2340/3757] lr: 1.000e-04, eta: 4:25:42, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9328, loss_cls: 0.8885, loss: 0.8885, grad_norm: 6.3100 2021-02-11 14:29:23,715 - mmaction - INFO - Epoch [42][2360/3757] lr: 1.000e-04, eta: 4:25:32, time: 0.466, data_time: 0.004, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9180, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.6962 2021-02-11 14:29:34,026 - mmaction - INFO - Epoch [42][2380/3757] lr: 1.000e-04, eta: 4:25:22, time: 0.516, data_time: 0.052, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9242, loss_cls: 0.9372, loss: 0.9372, grad_norm: 6.4051 2021-02-11 14:29:43,631 - mmaction - INFO - Epoch [42][2400/3757] lr: 1.000e-04, eta: 4:25:11, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0597, loss: 1.0597, grad_norm: 6.7678 2021-02-11 14:29:53,096 - mmaction - INFO - Epoch [42][2420/3757] lr: 1.000e-04, eta: 4:25:01, time: 0.477, data_time: 0.005, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9668, loss: 0.9668, grad_norm: 6.6808 2021-02-11 14:30:02,387 - mmaction - INFO - Epoch [42][2440/3757] lr: 1.000e-04, eta: 4:24:51, time: 0.464, data_time: 0.003, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9195, loss_cls: 0.9554, loss: 0.9554, grad_norm: 6.5042 2021-02-11 14:30:12,627 - mmaction - INFO - Epoch [42][2460/3757] lr: 1.000e-04, eta: 4:24:41, time: 0.510, data_time: 0.018, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 1.0278, loss: 1.0278, grad_norm: 6.5434 2021-02-11 14:30:22,634 - mmaction - INFO - Epoch [42][2480/3757] lr: 1.000e-04, eta: 4:24:31, time: 0.503, data_time: 0.005, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9195, loss_cls: 0.9678, loss: 0.9678, grad_norm: 6.5486 2021-02-11 14:30:33,102 - mmaction - INFO - Epoch [42][2500/3757] lr: 1.000e-04, eta: 4:24:21, time: 0.522, data_time: 0.008, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0492, loss: 1.0492, grad_norm: 6.6910 2021-02-11 14:30:42,533 - mmaction - INFO - Epoch [42][2520/3757] lr: 1.000e-04, eta: 4:24:10, time: 0.473, data_time: 0.003, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9117, loss_cls: 0.9482, loss: 0.9482, grad_norm: 6.3887 2021-02-11 14:30:51,833 - mmaction - INFO - Epoch [42][2540/3757] lr: 1.000e-04, eta: 4:24:00, time: 0.463, data_time: 0.000, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0147, loss: 1.0147, grad_norm: 6.7256 2021-02-11 14:31:01,356 - mmaction - INFO - Epoch [42][2560/3757] lr: 1.000e-04, eta: 4:23:50, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 0.9886, loss: 0.9886, grad_norm: 6.3962 2021-02-11 14:31:10,990 - mmaction - INFO - Epoch [42][2580/3757] lr: 1.000e-04, eta: 4:23:39, time: 0.471, data_time: 0.070, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9086, loss_cls: 1.0437, loss: 1.0437, grad_norm: 6.6007 2021-02-11 14:31:21,113 - mmaction - INFO - Epoch [42][2600/3757] lr: 1.000e-04, eta: 4:23:29, time: 0.515, data_time: 0.100, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 0.9518, loss: 0.9518, grad_norm: 6.4432 2021-02-11 14:31:29,271 - mmaction - INFO - Epoch [42][2620/3757] lr: 1.000e-04, eta: 4:23:19, time: 0.411, data_time: 0.038, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9016, loss_cls: 1.0179, loss: 1.0179, grad_norm: 6.4310 2021-02-11 14:31:39,197 - mmaction - INFO - Epoch [42][2640/3757] lr: 1.000e-04, eta: 4:23:09, time: 0.496, data_time: 0.042, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9031, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.5510 2021-02-11 14:31:48,620 - mmaction - INFO - Epoch [42][2660/3757] lr: 1.000e-04, eta: 4:22:58, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 1.0510, loss: 1.0510, grad_norm: 6.5233 2021-02-11 14:31:58,695 - mmaction - INFO - Epoch [42][2680/3757] lr: 1.000e-04, eta: 4:22:48, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.9229, loss: 0.9229, grad_norm: 6.3337 2021-02-11 14:32:07,725 - mmaction - INFO - Epoch [42][2700/3757] lr: 1.000e-04, eta: 4:22:38, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.7180, top5_acc: 0.9039, loss_cls: 1.0651, loss: 1.0651, grad_norm: 6.7839 2021-02-11 14:32:17,810 - mmaction - INFO - Epoch [42][2720/3757] lr: 1.000e-04, eta: 4:22:28, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 0.9686, loss: 0.9686, grad_norm: 6.4074 2021-02-11 14:32:26,506 - mmaction - INFO - Epoch [42][2740/3757] lr: 1.000e-04, eta: 4:22:17, time: 0.435, data_time: 0.001, memory: 7076, top1_acc: 0.7805, top5_acc: 0.9195, loss_cls: 0.8834, loss: 0.8834, grad_norm: 6.1923 2021-02-11 14:32:37,405 - mmaction - INFO - Epoch [42][2760/3757] lr: 1.000e-04, eta: 4:22:07, time: 0.544, data_time: 0.001, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9828, loss: 0.9828, grad_norm: 6.3486 2021-02-11 14:32:46,119 - mmaction - INFO - Epoch [42][2780/3757] lr: 1.000e-04, eta: 4:21:57, time: 0.437, data_time: 0.003, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 0.9787, loss: 0.9787, grad_norm: 6.5075 2021-02-11 14:32:55,758 - mmaction - INFO - Epoch [42][2800/3757] lr: 1.000e-04, eta: 4:21:47, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9039, loss_cls: 1.0332, loss: 1.0332, grad_norm: 6.5205 2021-02-11 14:33:05,931 - mmaction - INFO - Epoch [42][2820/3757] lr: 1.000e-04, eta: 4:21:37, time: 0.508, data_time: 0.004, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9078, loss_cls: 1.0061, loss: 1.0061, grad_norm: 6.6670 2021-02-11 14:33:16,074 - mmaction - INFO - Epoch [42][2840/3757] lr: 1.000e-04, eta: 4:21:26, time: 0.507, data_time: 0.002, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9195, loss_cls: 0.9624, loss: 0.9624, grad_norm: 6.4363 2021-02-11 14:33:25,598 - mmaction - INFO - Epoch [42][2860/3757] lr: 1.000e-04, eta: 4:21:16, time: 0.477, data_time: 0.003, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9109, loss_cls: 0.9774, loss: 0.9774, grad_norm: 6.5815 2021-02-11 14:33:35,421 - mmaction - INFO - Epoch [42][2880/3757] lr: 1.000e-04, eta: 4:21:06, time: 0.490, data_time: 0.020, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.4738 2021-02-11 14:33:44,690 - mmaction - INFO - Epoch [42][2900/3757] lr: 1.000e-04, eta: 4:20:56, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7375, top5_acc: 0.8945, loss_cls: 1.0392, loss: 1.0392, grad_norm: 6.5482 2021-02-11 14:33:54,719 - mmaction - INFO - Epoch [42][2920/3757] lr: 1.000e-04, eta: 4:20:46, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0155, loss: 1.0155, grad_norm: 6.8191 2021-02-11 14:34:03,911 - mmaction - INFO - Epoch [42][2940/3757] lr: 1.000e-04, eta: 4:20:35, time: 0.460, data_time: 0.002, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9689, loss: 0.9689, grad_norm: 6.5236 2021-02-11 14:34:14,289 - mmaction - INFO - Epoch [42][2960/3757] lr: 1.000e-04, eta: 4:20:25, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9195, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.6075 2021-02-11 14:34:23,786 - mmaction - INFO - Epoch [42][2980/3757] lr: 1.000e-04, eta: 4:20:15, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0102, loss: 1.0102, grad_norm: 6.4948 2021-02-11 14:34:32,523 - mmaction - INFO - Epoch [42][3000/3757] lr: 1.000e-04, eta: 4:20:05, time: 0.437, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9125, loss_cls: 0.9457, loss: 0.9457, grad_norm: 6.4171 2021-02-11 14:34:41,924 - mmaction - INFO - Epoch [42][3020/3757] lr: 1.000e-04, eta: 4:19:54, time: 0.469, data_time: 0.062, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0241, loss: 1.0241, grad_norm: 6.5638 2021-02-11 14:34:51,400 - mmaction - INFO - Epoch [42][3040/3757] lr: 1.000e-04, eta: 4:19:44, time: 0.474, data_time: 0.003, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0150, loss: 1.0150, grad_norm: 6.5387 2021-02-11 14:35:01,685 - mmaction - INFO - Epoch [42][3060/3757] lr: 1.000e-04, eta: 4:19:34, time: 0.511, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.0681, loss: 1.0681, grad_norm: 6.6801 2021-02-11 14:35:11,459 - mmaction - INFO - Epoch [42][3080/3757] lr: 1.000e-04, eta: 4:19:24, time: 0.491, data_time: 0.004, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9125, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.4677 2021-02-11 14:35:21,772 - mmaction - INFO - Epoch [42][3100/3757] lr: 1.000e-04, eta: 4:19:14, time: 0.515, data_time: 0.022, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0245, loss: 1.0245, grad_norm: 6.5578 2021-02-11 14:35:31,559 - mmaction - INFO - Epoch [42][3120/3757] lr: 1.000e-04, eta: 4:19:03, time: 0.490, data_time: 0.003, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9580, loss: 0.9580, grad_norm: 6.4650 2021-02-11 14:35:41,084 - mmaction - INFO - Epoch [42][3140/3757] lr: 1.000e-04, eta: 4:18:53, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 0.9735, loss: 0.9735, grad_norm: 6.4754 2021-02-11 14:35:52,126 - mmaction - INFO - Epoch [42][3160/3757] lr: 1.000e-04, eta: 4:18:43, time: 0.548, data_time: 0.003, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9180, loss_cls: 0.9381, loss: 0.9381, grad_norm: 6.4611 2021-02-11 14:36:01,040 - mmaction - INFO - Epoch [42][3180/3757] lr: 1.000e-04, eta: 4:18:33, time: 0.449, data_time: 0.013, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 0.9749, loss: 0.9749, grad_norm: 6.5814 2021-02-11 14:36:11,325 - mmaction - INFO - Epoch [42][3200/3757] lr: 1.000e-04, eta: 4:18:23, time: 0.514, data_time: 0.022, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9242, loss_cls: 0.8984, loss: 0.8984, grad_norm: 6.3268 2021-02-11 14:36:20,884 - mmaction - INFO - Epoch [42][3220/3757] lr: 1.000e-04, eta: 4:18:13, time: 0.478, data_time: 0.002, memory: 7076, top1_acc: 0.7211, top5_acc: 0.9016, loss_cls: 1.0625, loss: 1.0625, grad_norm: 6.7330 2021-02-11 14:36:30,123 - mmaction - INFO - Epoch [42][3240/3757] lr: 1.000e-04, eta: 4:18:02, time: 0.461, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8977, loss_cls: 1.0679, loss: 1.0679, grad_norm: 6.8646 2021-02-11 14:36:40,207 - mmaction - INFO - Epoch [42][3260/3757] lr: 1.000e-04, eta: 4:17:52, time: 0.506, data_time: 0.003, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9023, loss_cls: 1.0677, loss: 1.0677, grad_norm: 6.8214 2021-02-11 14:36:49,491 - mmaction - INFO - Epoch [42][3280/3757] lr: 1.000e-04, eta: 4:17:42, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9627, loss: 0.9627, grad_norm: 6.5999 2021-02-11 14:36:58,956 - mmaction - INFO - Epoch [42][3300/3757] lr: 1.000e-04, eta: 4:17:32, time: 0.473, data_time: 0.005, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 0.9796, loss: 0.9796, grad_norm: 6.5306 2021-02-11 14:37:08,480 - mmaction - INFO - Epoch [42][3320/3757] lr: 1.000e-04, eta: 4:17:21, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9211, loss_cls: 0.9255, loss: 0.9255, grad_norm: 6.4446 2021-02-11 14:37:18,292 - mmaction - INFO - Epoch [42][3340/3757] lr: 1.000e-04, eta: 4:17:11, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9125, loss_cls: 0.9394, loss: 0.9394, grad_norm: 6.2982 2021-02-11 14:37:29,010 - mmaction - INFO - Epoch [42][3360/3757] lr: 1.000e-04, eta: 4:17:01, time: 0.536, data_time: 0.002, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9047, loss_cls: 0.9597, loss: 0.9597, grad_norm: 6.5964 2021-02-11 14:37:37,196 - mmaction - INFO - Epoch [42][3380/3757] lr: 1.000e-04, eta: 4:16:51, time: 0.409, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.8969, loss_cls: 1.0561, loss: 1.0561, grad_norm: 6.6953 2021-02-11 14:37:47,129 - mmaction - INFO - Epoch [42][3400/3757] lr: 1.000e-04, eta: 4:16:40, time: 0.495, data_time: 0.021, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9156, loss_cls: 0.9435, loss: 0.9435, grad_norm: 6.4333 2021-02-11 14:37:57,139 - mmaction - INFO - Epoch [42][3420/3757] lr: 1.000e-04, eta: 4:16:30, time: 0.503, data_time: 0.003, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9141, loss_cls: 1.0489, loss: 1.0489, grad_norm: 6.7697 2021-02-11 14:38:07,286 - mmaction - INFO - Epoch [42][3440/3757] lr: 1.000e-04, eta: 4:16:20, time: 0.507, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0308, loss: 1.0308, grad_norm: 6.6255 2021-02-11 14:38:16,525 - mmaction - INFO - Epoch [42][3460/3757] lr: 1.000e-04, eta: 4:16:10, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9242, loss_cls: 0.9107, loss: 0.9107, grad_norm: 6.2736 2021-02-11 14:38:27,855 - mmaction - INFO - Epoch [42][3480/3757] lr: 1.000e-04, eta: 4:16:00, time: 0.565, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9023, loss_cls: 1.0654, loss: 1.0654, grad_norm: 6.7530 2021-02-11 14:38:35,423 - mmaction - INFO - Epoch [42][3500/3757] lr: 1.000e-04, eta: 4:15:49, time: 0.378, data_time: 0.002, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9078, loss_cls: 0.9563, loss: 0.9563, grad_norm: 6.6042 2021-02-11 14:38:45,895 - mmaction - INFO - Epoch [42][3520/3757] lr: 1.000e-04, eta: 4:15:39, time: 0.525, data_time: 0.002, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9203, loss_cls: 0.9529, loss: 0.9529, grad_norm: 6.3306 2021-02-11 14:38:56,249 - mmaction - INFO - Epoch [42][3540/3757] lr: 1.000e-04, eta: 4:15:29, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0470, loss: 1.0470, grad_norm: 6.6315 2021-02-11 14:39:06,039 - mmaction - INFO - Epoch [42][3560/3757] lr: 1.000e-04, eta: 4:15:19, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9156, loss_cls: 0.9874, loss: 0.9874, grad_norm: 6.5539 2021-02-11 14:39:14,497 - mmaction - INFO - Epoch [42][3580/3757] lr: 1.000e-04, eta: 4:15:09, time: 0.423, data_time: 0.013, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9234, loss_cls: 0.9116, loss: 0.9116, grad_norm: 6.3647 2021-02-11 14:39:23,933 - mmaction - INFO - Epoch [42][3600/3757] lr: 1.000e-04, eta: 4:14:58, time: 0.472, data_time: 0.015, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9297, loss_cls: 0.8776, loss: 0.8776, grad_norm: 6.1457 2021-02-11 14:39:33,567 - mmaction - INFO - Epoch [42][3620/3757] lr: 1.000e-04, eta: 4:14:48, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9141, loss_cls: 0.9516, loss: 0.9516, grad_norm: 6.4522 2021-02-11 14:39:43,832 - mmaction - INFO - Epoch [42][3640/3757] lr: 1.000e-04, eta: 4:14:38, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.5784 2021-02-11 14:39:53,438 - mmaction - INFO - Epoch [42][3660/3757] lr: 1.000e-04, eta: 4:14:28, time: 0.482, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9148, loss_cls: 0.9693, loss: 0.9693, grad_norm: 6.3094 2021-02-11 14:40:02,161 - mmaction - INFO - Epoch [42][3680/3757] lr: 1.000e-04, eta: 4:14:17, time: 0.436, data_time: 0.000, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9117, loss_cls: 0.9604, loss: 0.9604, grad_norm: 6.4445 2021-02-11 14:40:11,662 - mmaction - INFO - Epoch [42][3700/3757] lr: 1.000e-04, eta: 4:14:07, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9109, loss_cls: 0.9429, loss: 0.9429, grad_norm: 6.5180 2021-02-11 14:40:22,003 - mmaction - INFO - Epoch [42][3720/3757] lr: 1.000e-04, eta: 4:13:57, time: 0.517, data_time: 0.006, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9172, loss_cls: 0.9620, loss: 0.9620, grad_norm: 6.5066 2021-02-11 14:40:31,436 - mmaction - INFO - Epoch [42][3740/3757] lr: 1.000e-04, eta: 4:13:47, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0387, loss: 1.0387, grad_norm: 6.6435 2021-02-11 14:43:31,860 - mmaction - INFO - Epoch [43][20/3757] lr: 1.000e-04, eta: 4:13:55, time: 8.120, data_time: 7.606, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9023, loss_cls: 1.0065, loss: 1.0065, grad_norm: 6.4623 2021-02-11 14:43:42,372 - mmaction - INFO - Epoch [43][40/3757] lr: 1.000e-04, eta: 4:13:45, time: 0.527, data_time: 0.005, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9047, loss_cls: 1.0003, loss: 1.0003, grad_norm: 6.6439 2021-02-11 14:43:51,708 - mmaction - INFO - Epoch [43][60/3757] lr: 1.000e-04, eta: 4:13:35, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9712, loss: 0.9712, grad_norm: 6.5373 2021-02-11 14:44:01,284 - mmaction - INFO - Epoch [43][80/3757] lr: 1.000e-04, eta: 4:13:25, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 1.0099, loss: 1.0099, grad_norm: 6.7004 2021-02-11 14:44:10,871 - mmaction - INFO - Epoch [43][100/3757] lr: 1.000e-04, eta: 4:13:14, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 0.9789, loss: 0.9789, grad_norm: 6.4913 2021-02-11 14:44:21,236 - mmaction - INFO - Epoch [43][120/3757] lr: 1.000e-04, eta: 4:13:04, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9203, loss_cls: 0.9756, loss: 0.9756, grad_norm: 6.5732 2021-02-11 14:44:30,683 - mmaction - INFO - Epoch [43][140/3757] lr: 1.000e-04, eta: 4:12:54, time: 0.482, data_time: 0.010, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9398, loss: 0.9398, grad_norm: 6.3245 2021-02-11 14:44:40,587 - mmaction - INFO - Epoch [43][160/3757] lr: 1.000e-04, eta: 4:12:44, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9195, loss_cls: 0.9429, loss: 0.9429, grad_norm: 6.4925 2021-02-11 14:44:50,830 - mmaction - INFO - Epoch [43][180/3757] lr: 1.000e-04, eta: 4:12:34, time: 0.517, data_time: 0.006, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9047, loss_cls: 1.0162, loss: 1.0162, grad_norm: 6.6564 2021-02-11 14:45:00,979 - mmaction - INFO - Epoch [43][200/3757] lr: 1.000e-04, eta: 4:12:24, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 1.0199, loss: 1.0199, grad_norm: 6.6325 2021-02-11 14:45:10,004 - mmaction - INFO - Epoch [43][220/3757] lr: 1.000e-04, eta: 4:12:13, time: 0.453, data_time: 0.004, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9250, loss_cls: 0.9347, loss: 0.9347, grad_norm: 6.4767 2021-02-11 14:45:19,343 - mmaction - INFO - Epoch [43][240/3757] lr: 1.000e-04, eta: 4:12:03, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7734, top5_acc: 0.9281, loss_cls: 0.9103, loss: 0.9103, grad_norm: 6.2521 2021-02-11 14:45:28,647 - mmaction - INFO - Epoch [43][260/3757] lr: 1.000e-04, eta: 4:11:53, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 0.9921, loss: 0.9921, grad_norm: 6.3671 2021-02-11 14:45:38,498 - mmaction - INFO - Epoch [43][280/3757] lr: 1.000e-04, eta: 4:11:42, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 0.9613, loss: 0.9613, grad_norm: 6.4105 2021-02-11 14:45:48,043 - mmaction - INFO - Epoch [43][300/3757] lr: 1.000e-04, eta: 4:11:32, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.4525 2021-02-11 14:45:57,601 - mmaction - INFO - Epoch [43][320/3757] lr: 1.000e-04, eta: 4:11:22, time: 0.467, data_time: 0.005, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9141, loss_cls: 0.9794, loss: 0.9794, grad_norm: 6.5426 2021-02-11 14:46:07,994 - mmaction - INFO - Epoch [43][340/3757] lr: 1.000e-04, eta: 4:11:12, time: 0.535, data_time: 0.016, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 1.0100, loss: 1.0100, grad_norm: 6.5791 2021-02-11 14:46:16,025 - mmaction - INFO - Epoch [43][360/3757] lr: 1.000e-04, eta: 4:11:01, time: 0.399, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9125, loss_cls: 0.9942, loss: 0.9942, grad_norm: 6.6841 2021-02-11 14:46:26,462 - mmaction - INFO - Epoch [43][380/3757] lr: 1.000e-04, eta: 4:10:51, time: 0.523, data_time: 0.005, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9008, loss_cls: 0.9991, loss: 0.9991, grad_norm: 6.5113 2021-02-11 14:46:36,525 - mmaction - INFO - Epoch [43][400/3757] lr: 1.000e-04, eta: 4:10:41, time: 0.504, data_time: 0.010, memory: 7076, top1_acc: 0.7320, top5_acc: 0.8992, loss_cls: 1.0740, loss: 1.0740, grad_norm: 6.7309 2021-02-11 14:46:47,065 - mmaction - INFO - Epoch [43][420/3757] lr: 1.000e-04, eta: 4:10:31, time: 0.527, data_time: 0.008, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9568, loss: 0.9568, grad_norm: 6.3985 2021-02-11 14:46:55,272 - mmaction - INFO - Epoch [43][440/3757] lr: 1.000e-04, eta: 4:10:20, time: 0.411, data_time: 0.013, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9062, loss_cls: 0.9653, loss: 0.9653, grad_norm: 6.6939 2021-02-11 14:47:05,269 - mmaction - INFO - Epoch [43][460/3757] lr: 1.000e-04, eta: 4:10:10, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.0644, loss: 1.0644, grad_norm: 6.7421 2021-02-11 14:47:14,972 - mmaction - INFO - Epoch [43][480/3757] lr: 1.000e-04, eta: 4:10:00, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9822, loss: 0.9822, grad_norm: 6.5966 2021-02-11 14:47:24,998 - mmaction - INFO - Epoch [43][500/3757] lr: 1.000e-04, eta: 4:09:50, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9250, loss_cls: 0.9605, loss: 0.9605, grad_norm: 6.6317 2021-02-11 14:47:35,296 - mmaction - INFO - Epoch [43][520/3757] lr: 1.000e-04, eta: 4:09:40, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9880, loss: 0.9880, grad_norm: 6.7371 2021-02-11 14:47:43,804 - mmaction - INFO - Epoch [43][540/3757] lr: 1.000e-04, eta: 4:09:29, time: 0.426, data_time: 0.002, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9684, loss: 0.9684, grad_norm: 6.5653 2021-02-11 14:47:53,247 - mmaction - INFO - Epoch [43][560/3757] lr: 1.000e-04, eta: 4:09:19, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 1.0197, loss: 1.0197, grad_norm: 6.8913 2021-02-11 14:48:02,649 - mmaction - INFO - Epoch [43][580/3757] lr: 1.000e-04, eta: 4:09:09, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 1.0233, loss: 1.0233, grad_norm: 6.6968 2021-02-11 14:48:12,716 - mmaction - INFO - Epoch [43][600/3757] lr: 1.000e-04, eta: 4:08:59, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9047, loss_cls: 1.0259, loss: 1.0259, grad_norm: 6.5040 2021-02-11 14:48:22,081 - mmaction - INFO - Epoch [43][620/3757] lr: 1.000e-04, eta: 4:08:48, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9273, loss_cls: 0.9050, loss: 0.9050, grad_norm: 6.2629 2021-02-11 14:48:31,194 - mmaction - INFO - Epoch [43][640/3757] lr: 1.000e-04, eta: 4:08:38, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9419, loss: 0.9419, grad_norm: 6.5367 2021-02-11 14:48:41,183 - mmaction - INFO - Epoch [43][660/3757] lr: 1.000e-04, eta: 4:08:28, time: 0.501, data_time: 0.003, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9164, loss_cls: 0.9348, loss: 0.9348, grad_norm: 6.4503 2021-02-11 14:48:50,599 - mmaction - INFO - Epoch [43][680/3757] lr: 1.000e-04, eta: 4:08:18, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9031, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.4267 2021-02-11 14:49:00,344 - mmaction - INFO - Epoch [43][700/3757] lr: 1.000e-04, eta: 4:08:07, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 0.9973, loss: 0.9973, grad_norm: 6.6631 2021-02-11 14:49:09,943 - mmaction - INFO - Epoch [43][720/3757] lr: 1.000e-04, eta: 4:07:57, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.6063 2021-02-11 14:49:19,297 - mmaction - INFO - Epoch [43][740/3757] lr: 1.000e-04, eta: 4:07:47, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9180, loss_cls: 0.9382, loss: 0.9382, grad_norm: 6.4090 2021-02-11 14:49:28,743 - mmaction - INFO - Epoch [43][760/3757] lr: 1.000e-04, eta: 4:07:37, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9008, loss_cls: 1.0195, loss: 1.0195, grad_norm: 6.4873 2021-02-11 14:49:37,605 - mmaction - INFO - Epoch [43][780/3757] lr: 1.000e-04, eta: 4:07:26, time: 0.446, data_time: 0.025, memory: 7076, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9696, loss: 0.9696, grad_norm: 6.6059 2021-02-11 14:49:48,018 - mmaction - INFO - Epoch [43][800/3757] lr: 1.000e-04, eta: 4:07:16, time: 0.521, data_time: 0.010, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9133, loss_cls: 0.9542, loss: 0.9542, grad_norm: 6.4661 2021-02-11 14:49:56,863 - mmaction - INFO - Epoch [43][820/3757] lr: 1.000e-04, eta: 4:07:06, time: 0.442, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 0.9873, loss: 0.9873, grad_norm: 6.6454 2021-02-11 14:50:06,611 - mmaction - INFO - Epoch [43][840/3757] lr: 1.000e-04, eta: 4:06:55, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9141, loss_cls: 0.9807, loss: 0.9807, grad_norm: 6.4793 2021-02-11 14:50:15,999 - mmaction - INFO - Epoch [43][860/3757] lr: 1.000e-04, eta: 4:06:45, time: 0.472, data_time: 0.004, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0906, loss: 1.0906, grad_norm: 6.7964 2021-02-11 14:50:25,943 - mmaction - INFO - Epoch [43][880/3757] lr: 1.000e-04, eta: 4:06:35, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9180, loss_cls: 0.9590, loss: 0.9590, grad_norm: 6.5677 2021-02-11 14:50:35,803 - mmaction - INFO - Epoch [43][900/3757] lr: 1.000e-04, eta: 4:06:25, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9109, loss_cls: 0.9195, loss: 0.9195, grad_norm: 6.4340 2021-02-11 14:50:45,173 - mmaction - INFO - Epoch [43][920/3757] lr: 1.000e-04, eta: 4:06:15, time: 0.468, data_time: 0.027, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0232, loss: 1.0232, grad_norm: 6.6387 2021-02-11 14:50:54,917 - mmaction - INFO - Epoch [43][940/3757] lr: 1.000e-04, eta: 4:06:04, time: 0.488, data_time: 0.095, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0486, loss: 1.0486, grad_norm: 6.7854 2021-02-11 14:51:04,330 - mmaction - INFO - Epoch [43][960/3757] lr: 1.000e-04, eta: 4:05:54, time: 0.470, data_time: 0.056, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9894, loss: 0.9894, grad_norm: 6.6123 2021-02-11 14:51:14,266 - mmaction - INFO - Epoch [43][980/3757] lr: 1.000e-04, eta: 4:05:44, time: 0.497, data_time: 0.096, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9086, loss_cls: 0.9838, loss: 0.9838, grad_norm: 6.3544 2021-02-11 14:51:24,014 - mmaction - INFO - Epoch [43][1000/3757] lr: 1.000e-04, eta: 4:05:34, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9102, loss_cls: 1.0240, loss: 1.0240, grad_norm: 6.8470 2021-02-11 14:51:33,868 - mmaction - INFO - Epoch [43][1020/3757] lr: 1.000e-04, eta: 4:05:23, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9250, loss_cls: 0.9179, loss: 0.9179, grad_norm: 6.4021 2021-02-11 14:51:42,918 - mmaction - INFO - Epoch [43][1040/3757] lr: 1.000e-04, eta: 4:05:13, time: 0.455, data_time: 0.003, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9234, loss_cls: 0.9130, loss: 0.9130, grad_norm: 6.4763 2021-02-11 14:51:52,173 - mmaction - INFO - Epoch [43][1060/3757] lr: 1.000e-04, eta: 4:05:03, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9133, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.6570 2021-02-11 14:52:01,708 - mmaction - INFO - Epoch [43][1080/3757] lr: 1.000e-04, eta: 4:04:53, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 0.9766, loss: 0.9766, grad_norm: 6.5737 2021-02-11 14:52:10,938 - mmaction - INFO - Epoch [43][1100/3757] lr: 1.000e-04, eta: 4:04:42, time: 0.459, data_time: 0.008, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0093, loss: 1.0093, grad_norm: 6.7573 2021-02-11 14:52:22,115 - mmaction - INFO - Epoch [43][1120/3757] lr: 1.000e-04, eta: 4:04:32, time: 0.559, data_time: 0.040, memory: 7076, top1_acc: 0.7781, top5_acc: 0.9156, loss_cls: 0.9227, loss: 0.9227, grad_norm: 6.3123 2021-02-11 14:52:31,258 - mmaction - INFO - Epoch [43][1140/3757] lr: 1.000e-04, eta: 4:04:22, time: 0.459, data_time: 0.003, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9102, loss_cls: 0.9716, loss: 0.9716, grad_norm: 6.4851 2021-02-11 14:52:40,371 - mmaction - INFO - Epoch [43][1160/3757] lr: 1.000e-04, eta: 4:04:12, time: 0.456, data_time: 0.020, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9982, loss: 0.9982, grad_norm: 6.6952 2021-02-11 14:52:50,279 - mmaction - INFO - Epoch [43][1180/3757] lr: 1.000e-04, eta: 4:04:01, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 0.9614, loss: 0.9614, grad_norm: 6.3834 2021-02-11 14:53:00,703 - mmaction - INFO - Epoch [43][1200/3757] lr: 1.000e-04, eta: 4:03:51, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9553, loss: 0.9553, grad_norm: 6.4610 2021-02-11 14:53:10,585 - mmaction - INFO - Epoch [43][1220/3757] lr: 1.000e-04, eta: 4:03:41, time: 0.500, data_time: 0.007, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9148, loss_cls: 1.0116, loss: 1.0116, grad_norm: 6.5884 2021-02-11 14:53:19,177 - mmaction - INFO - Epoch [43][1240/3757] lr: 1.000e-04, eta: 4:03:31, time: 0.429, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9117, loss_cls: 0.9902, loss: 0.9902, grad_norm: 6.5371 2021-02-11 14:53:28,478 - mmaction - INFO - Epoch [43][1260/3757] lr: 1.000e-04, eta: 4:03:20, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9669, loss: 0.9669, grad_norm: 6.4670 2021-02-11 14:53:39,045 - mmaction - INFO - Epoch [43][1280/3757] lr: 1.000e-04, eta: 4:03:10, time: 0.527, data_time: 0.002, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.3904 2021-02-11 14:53:47,961 - mmaction - INFO - Epoch [43][1300/3757] lr: 1.000e-04, eta: 4:03:00, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9102, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.5914 2021-02-11 14:53:58,243 - mmaction - INFO - Epoch [43][1320/3757] lr: 1.000e-04, eta: 4:02:50, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9435, loss: 0.9435, grad_norm: 6.5331 2021-02-11 14:54:06,530 - mmaction - INFO - Epoch [43][1340/3757] lr: 1.000e-04, eta: 4:02:39, time: 0.415, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9039, loss_cls: 0.9867, loss: 0.9867, grad_norm: 6.4794 2021-02-11 14:54:17,678 - mmaction - INFO - Epoch [43][1360/3757] lr: 1.000e-04, eta: 4:02:30, time: 0.556, data_time: 0.000, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9250, loss_cls: 0.9209, loss: 0.9209, grad_norm: 6.5179 2021-02-11 14:54:25,545 - mmaction - INFO - Epoch [43][1380/3757] lr: 1.000e-04, eta: 4:02:19, time: 0.394, data_time: 0.003, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9102, loss_cls: 0.9916, loss: 0.9916, grad_norm: 6.6260 2021-02-11 14:54:35,695 - mmaction - INFO - Epoch [43][1400/3757] lr: 1.000e-04, eta: 4:02:09, time: 0.508, data_time: 0.101, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9078, loss_cls: 1.0481, loss: 1.0481, grad_norm: 6.7164 2021-02-11 14:54:45,420 - mmaction - INFO - Epoch [43][1420/3757] lr: 1.000e-04, eta: 4:01:59, time: 0.486, data_time: 0.039, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9172, loss_cls: 0.9917, loss: 0.9917, grad_norm: 6.6098 2021-02-11 14:54:55,709 - mmaction - INFO - Epoch [43][1440/3757] lr: 1.000e-04, eta: 4:01:48, time: 0.510, data_time: 0.016, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9102, loss_cls: 1.0260, loss: 1.0260, grad_norm: 6.6420 2021-02-11 14:55:04,525 - mmaction - INFO - Epoch [43][1460/3757] lr: 1.000e-04, eta: 4:01:38, time: 0.445, data_time: 0.005, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9117, loss_cls: 1.0238, loss: 1.0238, grad_norm: 6.7098 2021-02-11 14:55:14,291 - mmaction - INFO - Epoch [43][1480/3757] lr: 1.000e-04, eta: 4:01:28, time: 0.488, data_time: 0.000, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9333, loss: 0.9333, grad_norm: 6.4642 2021-02-11 14:55:23,916 - mmaction - INFO - Epoch [43][1500/3757] lr: 1.000e-04, eta: 4:01:18, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9078, loss_cls: 1.0628, loss: 1.0628, grad_norm: 6.9586 2021-02-11 14:55:33,608 - mmaction - INFO - Epoch [43][1520/3757] lr: 1.000e-04, eta: 4:01:07, time: 0.492, data_time: 0.008, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 0.9752, loss: 0.9752, grad_norm: 6.3523 2021-02-11 14:55:43,974 - mmaction - INFO - Epoch [43][1540/3757] lr: 1.000e-04, eta: 4:00:57, time: 0.517, data_time: 0.002, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 1.0187, loss: 1.0187, grad_norm: 6.6654 2021-02-11 14:55:54,906 - mmaction - INFO - Epoch [43][1560/3757] lr: 1.000e-04, eta: 4:00:47, time: 0.547, data_time: 0.037, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9117, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.6253 2021-02-11 14:56:05,867 - mmaction - INFO - Epoch [43][1580/3757] lr: 1.000e-04, eta: 4:00:37, time: 0.547, data_time: 0.003, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9039, loss_cls: 0.9914, loss: 0.9914, grad_norm: 6.6874 2021-02-11 14:56:14,965 - mmaction - INFO - Epoch [43][1600/3757] lr: 1.000e-04, eta: 4:00:27, time: 0.458, data_time: 0.032, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9094, loss_cls: 0.9793, loss: 0.9793, grad_norm: 6.4782 2021-02-11 14:56:25,058 - mmaction - INFO - Epoch [43][1620/3757] lr: 1.000e-04, eta: 4:00:17, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9227, loss_cls: 0.9273, loss: 0.9273, grad_norm: 6.5442 2021-02-11 14:56:34,880 - mmaction - INFO - Epoch [43][1640/3757] lr: 1.000e-04, eta: 4:00:07, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 0.9976, loss: 0.9976, grad_norm: 6.5533 2021-02-11 14:56:44,064 - mmaction - INFO - Epoch [43][1660/3757] lr: 1.000e-04, eta: 3:59:56, time: 0.467, data_time: 0.009, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9273, loss_cls: 0.8955, loss: 0.8955, grad_norm: 6.4268 2021-02-11 14:56:54,099 - mmaction - INFO - Epoch [43][1680/3757] lr: 1.000e-04, eta: 3:59:46, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9148, loss_cls: 0.9903, loss: 0.9903, grad_norm: 6.6815 2021-02-11 14:57:04,500 - mmaction - INFO - Epoch [43][1700/3757] lr: 1.000e-04, eta: 3:59:36, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9094, loss_cls: 0.9824, loss: 0.9824, grad_norm: 6.5483 2021-02-11 14:57:12,340 - mmaction - INFO - Epoch [43][1720/3757] lr: 1.000e-04, eta: 3:59:26, time: 0.394, data_time: 0.004, memory: 7076, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.0161, loss: 1.0161, grad_norm: 6.6425 2021-02-11 14:57:22,210 - mmaction - INFO - Epoch [43][1740/3757] lr: 1.000e-04, eta: 3:59:15, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9047, loss_cls: 1.0091, loss: 1.0091, grad_norm: 6.7184 2021-02-11 14:57:32,660 - mmaction - INFO - Epoch [43][1760/3757] lr: 1.000e-04, eta: 3:59:05, time: 0.523, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9016, loss_cls: 1.0164, loss: 1.0164, grad_norm: 6.6341 2021-02-11 14:57:43,344 - mmaction - INFO - Epoch [43][1780/3757] lr: 1.000e-04, eta: 3:58:55, time: 0.535, data_time: 0.002, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.5051 2021-02-11 14:57:52,880 - mmaction - INFO - Epoch [43][1800/3757] lr: 1.000e-04, eta: 3:58:45, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9344, loss_cls: 0.9152, loss: 0.9152, grad_norm: 6.4907 2021-02-11 14:58:02,248 - mmaction - INFO - Epoch [43][1820/3757] lr: 1.000e-04, eta: 3:58:35, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9164, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.6483 2021-02-11 14:58:12,155 - mmaction - INFO - Epoch [43][1840/3757] lr: 1.000e-04, eta: 3:58:25, time: 0.498, data_time: 0.004, memory: 7076, top1_acc: 0.7781, top5_acc: 0.9336, loss_cls: 0.8700, loss: 0.8700, grad_norm: 6.2177 2021-02-11 14:58:22,671 - mmaction - INFO - Epoch [43][1860/3757] lr: 1.000e-04, eta: 3:58:14, time: 0.521, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0098, loss: 1.0098, grad_norm: 6.6036 2021-02-11 14:58:32,217 - mmaction - INFO - Epoch [43][1880/3757] lr: 1.000e-04, eta: 3:58:04, time: 0.481, data_time: 0.006, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9258, loss_cls: 0.9335, loss: 0.9335, grad_norm: 6.5690 2021-02-11 14:58:41,881 - mmaction - INFO - Epoch [43][1900/3757] lr: 1.000e-04, eta: 3:57:54, time: 0.483, data_time: 0.002, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9492, loss: 0.9492, grad_norm: 6.3134 2021-02-11 14:58:51,287 - mmaction - INFO - Epoch [43][1920/3757] lr: 1.000e-04, eta: 3:57:44, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.6480 2021-02-11 14:59:00,719 - mmaction - INFO - Epoch [43][1940/3757] lr: 1.000e-04, eta: 3:57:33, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7766, top5_acc: 0.9156, loss_cls: 0.9380, loss: 0.9380, grad_norm: 6.4783 2021-02-11 14:59:10,333 - mmaction - INFO - Epoch [43][1960/3757] lr: 1.000e-04, eta: 3:57:23, time: 0.481, data_time: 0.008, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0010, loss: 1.0010, grad_norm: 6.6117 2021-02-11 14:59:20,174 - mmaction - INFO - Epoch [43][1980/3757] lr: 1.000e-04, eta: 3:57:13, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9094, loss_cls: 0.9872, loss: 0.9872, grad_norm: 6.5437 2021-02-11 14:59:29,116 - mmaction - INFO - Epoch [43][2000/3757] lr: 1.000e-04, eta: 3:57:03, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9078, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.7868 2021-02-11 14:59:39,176 - mmaction - INFO - Epoch [43][2020/3757] lr: 1.000e-04, eta: 3:56:53, time: 0.501, data_time: 0.006, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9133, loss_cls: 1.0453, loss: 1.0453, grad_norm: 6.8284 2021-02-11 14:59:48,181 - mmaction - INFO - Epoch [43][2040/3757] lr: 1.000e-04, eta: 3:56:42, time: 0.451, data_time: 0.003, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.0950, loss: 1.0950, grad_norm: 6.7505 2021-02-11 14:59:59,519 - mmaction - INFO - Epoch [43][2060/3757] lr: 1.000e-04, eta: 3:56:32, time: 0.565, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 1.0046, loss: 1.0046, grad_norm: 6.6230 2021-02-11 15:00:07,865 - mmaction - INFO - Epoch [43][2080/3757] lr: 1.000e-04, eta: 3:56:22, time: 0.420, data_time: 0.004, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9062, loss_cls: 0.9833, loss: 0.9833, grad_norm: 6.5290 2021-02-11 15:00:17,609 - mmaction - INFO - Epoch [43][2100/3757] lr: 1.000e-04, eta: 3:56:12, time: 0.487, data_time: 0.017, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 0.9598, loss: 0.9598, grad_norm: 6.6317 2021-02-11 15:00:27,137 - mmaction - INFO - Epoch [43][2120/3757] lr: 1.000e-04, eta: 3:56:01, time: 0.476, data_time: 0.006, memory: 7076, top1_acc: 0.7789, top5_acc: 0.9141, loss_cls: 0.9180, loss: 0.9180, grad_norm: 6.3102 2021-02-11 15:00:36,779 - mmaction - INFO - Epoch [43][2140/3757] lr: 1.000e-04, eta: 3:55:51, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9428, loss: 0.9428, grad_norm: 6.4241 2021-02-11 15:00:47,030 - mmaction - INFO - Epoch [43][2160/3757] lr: 1.000e-04, eta: 3:55:41, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9180, loss_cls: 0.9541, loss: 0.9541, grad_norm: 6.5487 2021-02-11 15:00:56,485 - mmaction - INFO - Epoch [43][2180/3757] lr: 1.000e-04, eta: 3:55:31, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.7328, top5_acc: 0.8922, loss_cls: 1.0581, loss: 1.0581, grad_norm: 6.5405 2021-02-11 15:01:05,806 - mmaction - INFO - Epoch [43][2200/3757] lr: 1.000e-04, eta: 3:55:21, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.9215, loss: 0.9215, grad_norm: 6.3547 2021-02-11 15:01:15,442 - mmaction - INFO - Epoch [43][2220/3757] lr: 1.000e-04, eta: 3:55:10, time: 0.482, data_time: 0.046, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 0.9989, loss: 0.9989, grad_norm: 6.6517 2021-02-11 15:01:25,070 - mmaction - INFO - Epoch [43][2240/3757] lr: 1.000e-04, eta: 3:55:00, time: 0.481, data_time: 0.031, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9172, loss_cls: 0.9921, loss: 0.9921, grad_norm: 6.5197 2021-02-11 15:01:35,046 - mmaction - INFO - Epoch [43][2260/3757] lr: 1.000e-04, eta: 3:54:50, time: 0.498, data_time: 0.115, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 0.9866, loss: 0.9866, grad_norm: 6.5563 2021-02-11 15:01:44,558 - mmaction - INFO - Epoch [43][2280/3757] lr: 1.000e-04, eta: 3:54:40, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9141, loss_cls: 0.9811, loss: 0.9811, grad_norm: 6.5332 2021-02-11 15:01:55,846 - mmaction - INFO - Epoch [43][2300/3757] lr: 1.000e-04, eta: 3:54:30, time: 0.561, data_time: 0.006, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0491, loss: 1.0491, grad_norm: 6.7023 2021-02-11 15:02:05,273 - mmaction - INFO - Epoch [43][2320/3757] lr: 1.000e-04, eta: 3:54:19, time: 0.474, data_time: 0.005, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9485, loss: 0.9485, grad_norm: 6.3299 2021-02-11 15:02:14,153 - mmaction - INFO - Epoch [43][2340/3757] lr: 1.000e-04, eta: 3:54:09, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9195, loss_cls: 0.9154, loss: 0.9154, grad_norm: 6.4181 2021-02-11 15:02:23,390 - mmaction - INFO - Epoch [43][2360/3757] lr: 1.000e-04, eta: 3:53:59, time: 0.462, data_time: 0.060, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9156, loss_cls: 0.9448, loss: 0.9448, grad_norm: 6.3595 2021-02-11 15:02:32,647 - mmaction - INFO - Epoch [43][2380/3757] lr: 1.000e-04, eta: 3:53:48, time: 0.463, data_time: 0.044, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9838, loss: 0.9838, grad_norm: 6.4900 2021-02-11 15:02:42,860 - mmaction - INFO - Epoch [43][2400/3757] lr: 1.000e-04, eta: 3:53:38, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9133, loss_cls: 0.9459, loss: 0.9459, grad_norm: 6.1817 2021-02-11 15:02:52,084 - mmaction - INFO - Epoch [43][2420/3757] lr: 1.000e-04, eta: 3:53:28, time: 0.461, data_time: 0.009, memory: 7076, top1_acc: 0.7711, top5_acc: 0.9164, loss_cls: 0.9542, loss: 0.9542, grad_norm: 6.3008 2021-02-11 15:03:01,908 - mmaction - INFO - Epoch [43][2440/3757] lr: 1.000e-04, eta: 3:53:18, time: 0.491, data_time: 0.004, memory: 7076, top1_acc: 0.7148, top5_acc: 0.8898, loss_cls: 1.0920, loss: 1.0920, grad_norm: 6.9264 2021-02-11 15:03:11,717 - mmaction - INFO - Epoch [43][2460/3757] lr: 1.000e-04, eta: 3:53:08, time: 0.489, data_time: 0.020, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0071, loss: 1.0071, grad_norm: 6.5058 2021-02-11 15:03:22,107 - mmaction - INFO - Epoch [43][2480/3757] lr: 1.000e-04, eta: 3:52:58, time: 0.521, data_time: 0.002, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9187, loss_cls: 0.9540, loss: 0.9540, grad_norm: 6.6039 2021-02-11 15:03:31,073 - mmaction - INFO - Epoch [43][2500/3757] lr: 1.000e-04, eta: 3:52:47, time: 0.449, data_time: 0.017, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9117, loss_cls: 1.0252, loss: 1.0252, grad_norm: 6.6712 2021-02-11 15:03:41,297 - mmaction - INFO - Epoch [43][2520/3757] lr: 1.000e-04, eta: 3:52:37, time: 0.507, data_time: 0.000, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0479, loss: 1.0479, grad_norm: 6.8422 2021-02-11 15:03:51,813 - mmaction - INFO - Epoch [43][2540/3757] lr: 1.000e-04, eta: 3:52:27, time: 0.529, data_time: 0.006, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.8919 2021-02-11 15:04:01,087 - mmaction - INFO - Epoch [43][2560/3757] lr: 1.000e-04, eta: 3:52:17, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9070, loss_cls: 0.9830, loss: 0.9830, grad_norm: 6.5103 2021-02-11 15:04:10,751 - mmaction - INFO - Epoch [43][2580/3757] lr: 1.000e-04, eta: 3:52:07, time: 0.483, data_time: 0.136, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.8533 2021-02-11 15:04:20,155 - mmaction - INFO - Epoch [43][2600/3757] lr: 1.000e-04, eta: 3:51:56, time: 0.470, data_time: 0.091, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0064, loss: 1.0064, grad_norm: 6.7373 2021-02-11 15:04:30,216 - mmaction - INFO - Epoch [43][2620/3757] lr: 1.000e-04, eta: 3:51:46, time: 0.503, data_time: 0.012, memory: 7076, top1_acc: 0.7656, top5_acc: 0.9164, loss_cls: 0.9636, loss: 0.9636, grad_norm: 6.6386 2021-02-11 15:04:39,407 - mmaction - INFO - Epoch [43][2640/3757] lr: 1.000e-04, eta: 3:51:36, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0243, loss: 1.0243, grad_norm: 6.7710 2021-02-11 15:04:48,488 - mmaction - INFO - Epoch [43][2660/3757] lr: 1.000e-04, eta: 3:51:26, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9055, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.5920 2021-02-11 15:04:58,570 - mmaction - INFO - Epoch [43][2680/3757] lr: 1.000e-04, eta: 3:51:15, time: 0.504, data_time: 0.070, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9718, loss: 0.9718, grad_norm: 6.5580 2021-02-11 15:05:07,257 - mmaction - INFO - Epoch [43][2700/3757] lr: 1.000e-04, eta: 3:51:05, time: 0.434, data_time: 0.015, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9133, loss_cls: 0.9779, loss: 0.9779, grad_norm: 6.5504 2021-02-11 15:05:17,839 - mmaction - INFO - Epoch [43][2720/3757] lr: 1.000e-04, eta: 3:50:55, time: 0.529, data_time: 0.010, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9227, loss_cls: 0.9658, loss: 0.9658, grad_norm: 6.7881 2021-02-11 15:05:27,264 - mmaction - INFO - Epoch [43][2740/3757] lr: 1.000e-04, eta: 3:50:45, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9187, loss_cls: 0.9708, loss: 0.9708, grad_norm: 6.6747 2021-02-11 15:05:36,010 - mmaction - INFO - Epoch [43][2760/3757] lr: 1.000e-04, eta: 3:50:34, time: 0.447, data_time: 0.010, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9148, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.5294 2021-02-11 15:05:45,771 - mmaction - INFO - Epoch [43][2780/3757] lr: 1.000e-04, eta: 3:50:24, time: 0.488, data_time: 0.047, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9297, loss_cls: 0.8717, loss: 0.8717, grad_norm: 6.3152 2021-02-11 15:05:55,386 - mmaction - INFO - Epoch [43][2800/3757] lr: 1.000e-04, eta: 3:50:14, time: 0.481, data_time: 0.052, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9039, loss_cls: 0.9826, loss: 0.9826, grad_norm: 6.5814 2021-02-11 15:06:05,076 - mmaction - INFO - Epoch [43][2820/3757] lr: 1.000e-04, eta: 3:50:04, time: 0.485, data_time: 0.085, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9211, loss_cls: 0.9496, loss: 0.9496, grad_norm: 6.4087 2021-02-11 15:06:14,744 - mmaction - INFO - Epoch [43][2840/3757] lr: 1.000e-04, eta: 3:49:53, time: 0.482, data_time: 0.100, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 1.0082, loss: 1.0082, grad_norm: 6.7112 2021-02-11 15:06:23,297 - mmaction - INFO - Epoch [43][2860/3757] lr: 1.000e-04, eta: 3:49:43, time: 0.429, data_time: 0.010, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9211, loss_cls: 0.9156, loss: 0.9156, grad_norm: 6.3149 2021-02-11 15:06:33,160 - mmaction - INFO - Epoch [43][2880/3757] lr: 1.000e-04, eta: 3:49:33, time: 0.493, data_time: 0.038, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 0.9719, loss: 0.9719, grad_norm: 6.6632 2021-02-11 15:06:42,148 - mmaction - INFO - Epoch [43][2900/3757] lr: 1.000e-04, eta: 3:49:23, time: 0.449, data_time: 0.026, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9062, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.3281 2021-02-11 15:06:52,725 - mmaction - INFO - Epoch [43][2920/3757] lr: 1.000e-04, eta: 3:49:12, time: 0.529, data_time: 0.092, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 0.9999, loss: 0.9999, grad_norm: 6.6179 2021-02-11 15:07:02,538 - mmaction - INFO - Epoch [43][2940/3757] lr: 1.000e-04, eta: 3:49:02, time: 0.492, data_time: 0.002, memory: 7076, top1_acc: 0.7711, top5_acc: 0.9141, loss_cls: 0.9175, loss: 0.9175, grad_norm: 6.3002 2021-02-11 15:07:12,010 - mmaction - INFO - Epoch [43][2960/3757] lr: 1.000e-04, eta: 3:48:52, time: 0.473, data_time: 0.003, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9078, loss_cls: 1.0384, loss: 1.0384, grad_norm: 6.7210 2021-02-11 15:07:20,890 - mmaction - INFO - Epoch [43][2980/3757] lr: 1.000e-04, eta: 3:48:42, time: 0.444, data_time: 0.003, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9164, loss_cls: 0.9174, loss: 0.9174, grad_norm: 6.5434 2021-02-11 15:07:29,933 - mmaction - INFO - Epoch [43][3000/3757] lr: 1.000e-04, eta: 3:48:31, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9603, loss: 0.9603, grad_norm: 6.5460 2021-02-11 15:07:40,806 - mmaction - INFO - Epoch [43][3020/3757] lr: 1.000e-04, eta: 3:48:21, time: 0.545, data_time: 0.003, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9639, loss: 0.9639, grad_norm: 6.5778 2021-02-11 15:07:50,178 - mmaction - INFO - Epoch [43][3040/3757] lr: 1.000e-04, eta: 3:48:11, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 1.0699, loss: 1.0699, grad_norm: 6.9287 2021-02-11 15:07:59,175 - mmaction - INFO - Epoch [43][3060/3757] lr: 1.000e-04, eta: 3:48:01, time: 0.449, data_time: 0.007, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9133, loss_cls: 0.9546, loss: 0.9546, grad_norm: 6.5193 2021-02-11 15:08:09,672 - mmaction - INFO - Epoch [43][3080/3757] lr: 1.000e-04, eta: 3:47:51, time: 0.525, data_time: 0.001, memory: 7076, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9064, loss: 0.9064, grad_norm: 6.2427 2021-02-11 15:08:18,986 - mmaction - INFO - Epoch [43][3100/3757] lr: 1.000e-04, eta: 3:47:40, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.7750, top5_acc: 0.9359, loss_cls: 0.9178, loss: 0.9178, grad_norm: 6.4641 2021-02-11 15:08:28,820 - mmaction - INFO - Epoch [43][3120/3757] lr: 1.000e-04, eta: 3:47:30, time: 0.491, data_time: 0.000, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.6125 2021-02-11 15:08:38,273 - mmaction - INFO - Epoch [43][3140/3757] lr: 1.000e-04, eta: 3:47:20, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9164, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.8561 2021-02-11 15:08:49,163 - mmaction - INFO - Epoch [43][3160/3757] lr: 1.000e-04, eta: 3:47:10, time: 0.543, data_time: 0.040, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9187, loss_cls: 0.9656, loss: 0.9656, grad_norm: 6.4313 2021-02-11 15:08:58,577 - mmaction - INFO - Epoch [43][3180/3757] lr: 1.000e-04, eta: 3:47:00, time: 0.472, data_time: 0.063, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 0.9998, loss: 0.9998, grad_norm: 6.7177 2021-02-11 15:09:08,392 - mmaction - INFO - Epoch [43][3200/3757] lr: 1.000e-04, eta: 3:46:50, time: 0.488, data_time: 0.073, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9187, loss_cls: 0.9613, loss: 0.9613, grad_norm: 6.6303 2021-02-11 15:09:18,521 - mmaction - INFO - Epoch [43][3220/3757] lr: 1.000e-04, eta: 3:46:39, time: 0.509, data_time: 0.007, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9047, loss_cls: 1.0053, loss: 1.0053, grad_norm: 6.5007 2021-02-11 15:09:28,395 - mmaction - INFO - Epoch [43][3240/3757] lr: 1.000e-04, eta: 3:46:29, time: 0.493, data_time: 0.040, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9141, loss_cls: 1.0152, loss: 1.0152, grad_norm: 6.5215 2021-02-11 15:09:38,172 - mmaction - INFO - Epoch [43][3260/3757] lr: 1.000e-04, eta: 3:46:19, time: 0.489, data_time: 0.041, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9457, loss: 0.9457, grad_norm: 6.5260 2021-02-11 15:09:47,765 - mmaction - INFO - Epoch [43][3280/3757] lr: 1.000e-04, eta: 3:46:09, time: 0.481, data_time: 0.067, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 1.0065, loss: 1.0065, grad_norm: 6.5877 2021-02-11 15:09:57,562 - mmaction - INFO - Epoch [43][3300/3757] lr: 1.000e-04, eta: 3:45:59, time: 0.490, data_time: 0.078, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9619, loss: 0.9619, grad_norm: 6.4141 2021-02-11 15:10:07,204 - mmaction - INFO - Epoch [43][3320/3757] lr: 1.000e-04, eta: 3:45:48, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9305, loss_cls: 0.9004, loss: 0.9004, grad_norm: 6.4252 2021-02-11 15:10:16,274 - mmaction - INFO - Epoch [43][3340/3757] lr: 1.000e-04, eta: 3:45:38, time: 0.456, data_time: 0.033, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0568, loss: 1.0568, grad_norm: 6.5971 2021-02-11 15:10:26,423 - mmaction - INFO - Epoch [43][3360/3757] lr: 1.000e-04, eta: 3:45:28, time: 0.507, data_time: 0.022, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 1.0063, loss: 1.0063, grad_norm: 6.8156 2021-02-11 15:10:35,765 - mmaction - INFO - Epoch [43][3380/3757] lr: 1.000e-04, eta: 3:45:18, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9250, loss_cls: 0.9167, loss: 0.9167, grad_norm: 6.7053 2021-02-11 15:10:45,395 - mmaction - INFO - Epoch [43][3400/3757] lr: 1.000e-04, eta: 3:45:07, time: 0.482, data_time: 0.002, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9148, loss_cls: 0.9811, loss: 0.9811, grad_norm: 6.6285 2021-02-11 15:10:55,885 - mmaction - INFO - Epoch [43][3420/3757] lr: 1.000e-04, eta: 3:44:57, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.6342 2021-02-11 15:11:04,670 - mmaction - INFO - Epoch [43][3440/3757] lr: 1.000e-04, eta: 3:44:47, time: 0.445, data_time: 0.007, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9125, loss_cls: 0.9438, loss: 0.9438, grad_norm: 6.6390 2021-02-11 15:11:15,058 - mmaction - INFO - Epoch [43][3460/3757] lr: 1.000e-04, eta: 3:44:37, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9242, loss_cls: 0.9239, loss: 0.9239, grad_norm: 6.5412 2021-02-11 15:11:24,560 - mmaction - INFO - Epoch [43][3480/3757] lr: 1.000e-04, eta: 3:44:27, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.8945, loss_cls: 1.0405, loss: 1.0405, grad_norm: 6.8170 2021-02-11 15:11:34,624 - mmaction - INFO - Epoch [43][3500/3757] lr: 1.000e-04, eta: 3:44:17, time: 0.504, data_time: 0.002, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9141, loss_cls: 1.0302, loss: 1.0302, grad_norm: 6.6388 2021-02-11 15:11:45,577 - mmaction - INFO - Epoch [43][3520/3757] lr: 1.000e-04, eta: 3:44:07, time: 0.543, data_time: 0.001, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9242, loss_cls: 0.8945, loss: 0.8945, grad_norm: 6.1795 2021-02-11 15:11:55,510 - mmaction - INFO - Epoch [43][3540/3757] lr: 1.000e-04, eta: 3:43:56, time: 0.502, data_time: 0.006, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9062, loss_cls: 0.9697, loss: 0.9697, grad_norm: 6.3250 2021-02-11 15:12:04,875 - mmaction - INFO - Epoch [43][3560/3757] lr: 1.000e-04, eta: 3:43:46, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9109, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.5737 2021-02-11 15:12:14,641 - mmaction - INFO - Epoch [43][3580/3757] lr: 1.000e-04, eta: 3:43:36, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9148, loss_cls: 0.9821, loss: 0.9821, grad_norm: 6.5486 2021-02-11 15:12:23,726 - mmaction - INFO - Epoch [43][3600/3757] lr: 1.000e-04, eta: 3:43:26, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 0.9814, loss: 0.9814, grad_norm: 6.6984 2021-02-11 15:12:33,365 - mmaction - INFO - Epoch [43][3620/3757] lr: 1.000e-04, eta: 3:43:15, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9031, loss_cls: 1.0127, loss: 1.0127, grad_norm: 6.4157 2021-02-11 15:12:42,665 - mmaction - INFO - Epoch [43][3640/3757] lr: 1.000e-04, eta: 3:43:05, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9742, loss: 0.9742, grad_norm: 6.5828 2021-02-11 15:12:52,698 - mmaction - INFO - Epoch [43][3660/3757] lr: 1.000e-04, eta: 3:42:55, time: 0.501, data_time: 0.046, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9195, loss_cls: 0.9221, loss: 0.9221, grad_norm: 6.2811 2021-02-11 15:13:02,118 - mmaction - INFO - Epoch [43][3680/3757] lr: 1.000e-04, eta: 3:42:45, time: 0.471, data_time: 0.019, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9195, loss_cls: 0.9325, loss: 0.9325, grad_norm: 6.6708 2021-02-11 15:13:11,096 - mmaction - INFO - Epoch [43][3700/3757] lr: 1.000e-04, eta: 3:42:34, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9651, loss: 0.9651, grad_norm: 6.4017 2021-02-11 15:13:20,587 - mmaction - INFO - Epoch [43][3720/3757] lr: 1.000e-04, eta: 3:42:24, time: 0.480, data_time: 0.054, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9141, loss_cls: 0.9712, loss: 0.9712, grad_norm: 6.6286 2021-02-11 15:13:30,327 - mmaction - INFO - Epoch [43][3740/3757] lr: 1.000e-04, eta: 3:42:14, time: 0.487, data_time: 0.113, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9219, loss_cls: 0.9943, loss: 0.9943, grad_norm: 6.7211 2021-02-11 15:16:44,292 - mmaction - INFO - Epoch [44][20/3757] lr: 1.000e-04, eta: 3:42:21, time: 8.854, data_time: 8.356, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9055, loss_cls: 1.0163, loss: 1.0163, grad_norm: 6.6642 2021-02-11 15:16:55,112 - mmaction - INFO - Epoch [44][40/3757] lr: 1.000e-04, eta: 3:42:11, time: 0.550, data_time: 0.013, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9164, loss_cls: 0.9836, loss: 0.9836, grad_norm: 6.7324 2021-02-11 15:17:04,687 - mmaction - INFO - Epoch [44][60/3757] lr: 1.000e-04, eta: 3:42:01, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7797, top5_acc: 0.9164, loss_cls: 0.9037, loss: 0.9037, grad_norm: 6.3776 2021-02-11 15:17:13,180 - mmaction - INFO - Epoch [44][80/3757] lr: 1.000e-04, eta: 3:41:50, time: 0.425, data_time: 0.002, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9180, loss_cls: 0.9720, loss: 0.9720, grad_norm: 6.7214 2021-02-11 15:17:23,068 - mmaction - INFO - Epoch [44][100/3757] lr: 1.000e-04, eta: 3:41:40, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9187, loss_cls: 0.9383, loss: 0.9383, grad_norm: 6.4945 2021-02-11 15:17:32,311 - mmaction - INFO - Epoch [44][120/3757] lr: 1.000e-04, eta: 3:41:30, time: 0.461, data_time: 0.004, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9528, loss: 0.9528, grad_norm: 6.5810 2021-02-11 15:17:41,318 - mmaction - INFO - Epoch [44][140/3757] lr: 1.000e-04, eta: 3:41:19, time: 0.452, data_time: 0.005, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9176, loss: 0.9176, grad_norm: 6.4016 2021-02-11 15:17:50,787 - mmaction - INFO - Epoch [44][160/3757] lr: 1.000e-04, eta: 3:41:09, time: 0.476, data_time: 0.003, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9141, loss_cls: 0.9403, loss: 0.9403, grad_norm: 6.5647 2021-02-11 15:18:00,902 - mmaction - INFO - Epoch [44][180/3757] lr: 1.000e-04, eta: 3:40:59, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.9354, loss: 0.9354, grad_norm: 6.5085 2021-02-11 15:18:10,282 - mmaction - INFO - Epoch [44][200/3757] lr: 1.000e-04, eta: 3:40:49, time: 0.470, data_time: 0.063, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9031, loss_cls: 1.0336, loss: 1.0336, grad_norm: 6.8622 2021-02-11 15:18:20,182 - mmaction - INFO - Epoch [44][220/3757] lr: 1.000e-04, eta: 3:40:39, time: 0.495, data_time: 0.130, memory: 7076, top1_acc: 0.7688, top5_acc: 0.9273, loss_cls: 0.9226, loss: 0.9226, grad_norm: 6.5721 2021-02-11 15:18:29,234 - mmaction - INFO - Epoch [44][240/3757] lr: 1.000e-04, eta: 3:40:28, time: 0.453, data_time: 0.099, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9039, loss_cls: 0.9713, loss: 0.9713, grad_norm: 6.3854 2021-02-11 15:18:39,250 - mmaction - INFO - Epoch [44][260/3757] lr: 1.000e-04, eta: 3:40:18, time: 0.500, data_time: 0.038, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9094, loss_cls: 0.9883, loss: 0.9883, grad_norm: 6.7798 2021-02-11 15:18:49,046 - mmaction - INFO - Epoch [44][280/3757] lr: 1.000e-04, eta: 3:40:08, time: 0.488, data_time: 0.010, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9203, loss_cls: 0.9598, loss: 0.9598, grad_norm: 6.4484 2021-02-11 15:18:58,349 - mmaction - INFO - Epoch [44][300/3757] lr: 1.000e-04, eta: 3:39:58, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9094, loss_cls: 0.9516, loss: 0.9516, grad_norm: 6.4759 2021-02-11 15:19:07,080 - mmaction - INFO - Epoch [44][320/3757] lr: 1.000e-04, eta: 3:39:47, time: 0.440, data_time: 0.004, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9148, loss_cls: 0.9264, loss: 0.9264, grad_norm: 6.4025 2021-02-11 15:19:17,079 - mmaction - INFO - Epoch [44][340/3757] lr: 1.000e-04, eta: 3:39:37, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0368, loss: 1.0368, grad_norm: 6.9986 2021-02-11 15:19:26,667 - mmaction - INFO - Epoch [44][360/3757] lr: 1.000e-04, eta: 3:39:27, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9016, loss_cls: 1.0377, loss: 1.0377, grad_norm: 6.7967 2021-02-11 15:19:36,132 - mmaction - INFO - Epoch [44][380/3757] lr: 1.000e-04, eta: 3:39:16, time: 0.472, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9187, loss_cls: 0.9734, loss: 0.9734, grad_norm: 6.7630 2021-02-11 15:19:45,713 - mmaction - INFO - Epoch [44][400/3757] lr: 1.000e-04, eta: 3:39:06, time: 0.479, data_time: 0.027, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0386, loss: 1.0386, grad_norm: 6.5246 2021-02-11 15:19:55,994 - mmaction - INFO - Epoch [44][420/3757] lr: 1.000e-04, eta: 3:38:56, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9062, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.6158 2021-02-11 15:20:05,593 - mmaction - INFO - Epoch [44][440/3757] lr: 1.000e-04, eta: 3:38:46, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9172, loss_cls: 0.9616, loss: 0.9616, grad_norm: 6.5615 2021-02-11 15:20:15,489 - mmaction - INFO - Epoch [44][460/3757] lr: 1.000e-04, eta: 3:38:36, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9634, loss: 0.9634, grad_norm: 6.6545 2021-02-11 15:20:24,306 - mmaction - INFO - Epoch [44][480/3757] lr: 1.000e-04, eta: 3:38:25, time: 0.441, data_time: 0.001, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9258, loss_cls: 0.9126, loss: 0.9126, grad_norm: 6.4047 2021-02-11 15:20:34,557 - mmaction - INFO - Epoch [44][500/3757] lr: 1.000e-04, eta: 3:38:15, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9242, loss_cls: 0.8932, loss: 0.8932, grad_norm: 6.3360 2021-02-11 15:20:43,657 - mmaction - INFO - Epoch [44][520/3757] lr: 1.000e-04, eta: 3:38:05, time: 0.463, data_time: 0.011, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9078, loss_cls: 0.9924, loss: 0.9924, grad_norm: 6.5419 2021-02-11 15:20:53,710 - mmaction - INFO - Epoch [44][540/3757] lr: 1.000e-04, eta: 3:37:55, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9078, loss_cls: 0.9939, loss: 0.9939, grad_norm: 6.5999 2021-02-11 15:21:03,399 - mmaction - INFO - Epoch [44][560/3757] lr: 1.000e-04, eta: 3:37:44, time: 0.489, data_time: 0.005, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9133, loss_cls: 0.9405, loss: 0.9405, grad_norm: 6.3558 2021-02-11 15:21:12,996 - mmaction - INFO - Epoch [44][580/3757] lr: 1.000e-04, eta: 3:37:34, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 1.0101, loss: 1.0101, grad_norm: 6.7102 2021-02-11 15:21:22,987 - mmaction - INFO - Epoch [44][600/3757] lr: 1.000e-04, eta: 3:37:24, time: 0.506, data_time: 0.008, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9187, loss_cls: 0.9716, loss: 0.9716, grad_norm: 6.6185 2021-02-11 15:21:32,349 - mmaction - INFO - Epoch [44][620/3757] lr: 1.000e-04, eta: 3:37:14, time: 0.468, data_time: 0.041, memory: 7076, top1_acc: 0.7102, top5_acc: 0.9047, loss_cls: 1.0958, loss: 1.0958, grad_norm: 7.0171 2021-02-11 15:21:42,877 - mmaction - INFO - Epoch [44][640/3757] lr: 1.000e-04, eta: 3:37:04, time: 0.519, data_time: 0.071, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9109, loss_cls: 0.9824, loss: 0.9824, grad_norm: 6.5604 2021-02-11 15:21:52,030 - mmaction - INFO - Epoch [44][660/3757] lr: 1.000e-04, eta: 3:36:53, time: 0.465, data_time: 0.008, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9148, loss_cls: 1.0136, loss: 1.0136, grad_norm: 6.6551 2021-02-11 15:22:02,811 - mmaction - INFO - Epoch [44][680/3757] lr: 1.000e-04, eta: 3:36:43, time: 0.539, data_time: 0.070, memory: 7076, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.8783, loss: 0.8783, grad_norm: 6.2193 2021-02-11 15:22:11,421 - mmaction - INFO - Epoch [44][700/3757] lr: 1.000e-04, eta: 3:36:33, time: 0.430, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 0.9940, loss: 0.9940, grad_norm: 6.7389 2021-02-11 15:22:21,083 - mmaction - INFO - Epoch [44][720/3757] lr: 1.000e-04, eta: 3:36:23, time: 0.483, data_time: 0.032, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9678, loss: 0.9678, grad_norm: 6.5346 2021-02-11 15:22:30,539 - mmaction - INFO - Epoch [44][740/3757] lr: 1.000e-04, eta: 3:36:12, time: 0.472, data_time: 0.025, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0010, loss: 1.0010, grad_norm: 6.5297 2021-02-11 15:22:39,824 - mmaction - INFO - Epoch [44][760/3757] lr: 1.000e-04, eta: 3:36:02, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.4660 2021-02-11 15:22:49,349 - mmaction - INFO - Epoch [44][780/3757] lr: 1.000e-04, eta: 3:35:52, time: 0.478, data_time: 0.003, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0393, loss: 1.0393, grad_norm: 6.6504 2021-02-11 15:23:00,055 - mmaction - INFO - Epoch [44][800/3757] lr: 1.000e-04, eta: 3:35:42, time: 0.534, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9371, loss: 0.9371, grad_norm: 6.5765 2021-02-11 15:23:08,830 - mmaction - INFO - Epoch [44][820/3757] lr: 1.000e-04, eta: 3:35:31, time: 0.439, data_time: 0.077, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9219, loss_cls: 0.9239, loss: 0.9239, grad_norm: 6.4436 2021-02-11 15:23:19,758 - mmaction - INFO - Epoch [44][840/3757] lr: 1.000e-04, eta: 3:35:21, time: 0.546, data_time: 0.026, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9086, loss_cls: 0.9541, loss: 0.9541, grad_norm: 6.4314 2021-02-11 15:23:28,046 - mmaction - INFO - Epoch [44][860/3757] lr: 1.000e-04, eta: 3:35:11, time: 0.416, data_time: 0.014, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9492, loss: 0.9492, grad_norm: 6.4210 2021-02-11 15:23:39,124 - mmaction - INFO - Epoch [44][880/3757] lr: 1.000e-04, eta: 3:35:01, time: 0.553, data_time: 0.054, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.6422 2021-02-11 15:23:47,521 - mmaction - INFO - Epoch [44][900/3757] lr: 1.000e-04, eta: 3:34:51, time: 0.419, data_time: 0.016, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.7179 2021-02-11 15:23:58,473 - mmaction - INFO - Epoch [44][920/3757] lr: 1.000e-04, eta: 3:34:41, time: 0.549, data_time: 0.086, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0575, loss: 1.0575, grad_norm: 6.6463 2021-02-11 15:24:07,727 - mmaction - INFO - Epoch [44][940/3757] lr: 1.000e-04, eta: 3:34:30, time: 0.461, data_time: 0.003, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 1.0058, loss: 1.0058, grad_norm: 6.5182 2021-02-11 15:24:17,329 - mmaction - INFO - Epoch [44][960/3757] lr: 1.000e-04, eta: 3:34:20, time: 0.482, data_time: 0.003, memory: 7076, top1_acc: 0.7688, top5_acc: 0.9117, loss_cls: 0.9319, loss: 0.9319, grad_norm: 6.3997 2021-02-11 15:24:26,088 - mmaction - INFO - Epoch [44][980/3757] lr: 1.000e-04, eta: 3:34:10, time: 0.438, data_time: 0.003, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9227, loss_cls: 0.8980, loss: 0.8980, grad_norm: 6.2689 2021-02-11 15:24:35,185 - mmaction - INFO - Epoch [44][1000/3757] lr: 1.000e-04, eta: 3:33:59, time: 0.455, data_time: 0.006, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9636, loss: 0.9636, grad_norm: 6.7194 2021-02-11 15:24:45,590 - mmaction - INFO - Epoch [44][1020/3757] lr: 1.000e-04, eta: 3:33:49, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9117, loss_cls: 0.9976, loss: 0.9976, grad_norm: 6.8145 2021-02-11 15:24:54,192 - mmaction - INFO - Epoch [44][1040/3757] lr: 1.000e-04, eta: 3:33:39, time: 0.431, data_time: 0.002, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 0.9905, loss: 0.9905, grad_norm: 6.7433 2021-02-11 15:25:03,851 - mmaction - INFO - Epoch [44][1060/3757] lr: 1.000e-04, eta: 3:33:29, time: 0.483, data_time: 0.046, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 0.9508, loss: 0.9508, grad_norm: 6.5366 2021-02-11 15:25:14,382 - mmaction - INFO - Epoch [44][1080/3757] lr: 1.000e-04, eta: 3:33:18, time: 0.526, data_time: 0.084, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9109, loss_cls: 0.9878, loss: 0.9878, grad_norm: 6.5991 2021-02-11 15:25:23,847 - mmaction - INFO - Epoch [44][1100/3757] lr: 1.000e-04, eta: 3:33:08, time: 0.473, data_time: 0.119, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9219, loss_cls: 0.9285, loss: 0.9285, grad_norm: 6.4320 2021-02-11 15:25:32,824 - mmaction - INFO - Epoch [44][1120/3757] lr: 1.000e-04, eta: 3:32:58, time: 0.449, data_time: 0.052, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9211, loss_cls: 0.9422, loss: 0.9422, grad_norm: 6.4881 2021-02-11 15:25:42,926 - mmaction - INFO - Epoch [44][1140/3757] lr: 1.000e-04, eta: 3:32:48, time: 0.505, data_time: 0.113, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9819, loss: 0.9819, grad_norm: 6.5488 2021-02-11 15:25:52,701 - mmaction - INFO - Epoch [44][1160/3757] lr: 1.000e-04, eta: 3:32:38, time: 0.489, data_time: 0.026, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9227, loss_cls: 0.9282, loss: 0.9282, grad_norm: 6.5770 2021-02-11 15:26:03,099 - mmaction - INFO - Epoch [44][1180/3757] lr: 1.000e-04, eta: 3:32:27, time: 0.520, data_time: 0.020, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9744, loss: 0.9744, grad_norm: 6.7112 2021-02-11 15:26:14,251 - mmaction - INFO - Epoch [44][1200/3757] lr: 1.000e-04, eta: 3:32:17, time: 0.556, data_time: 0.002, memory: 7076, top1_acc: 0.7688, top5_acc: 0.9164, loss_cls: 0.9294, loss: 0.9294, grad_norm: 6.3242 2021-02-11 15:26:23,775 - mmaction - INFO - Epoch [44][1220/3757] lr: 1.000e-04, eta: 3:32:07, time: 0.478, data_time: 0.003, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9117, loss_cls: 0.9419, loss: 0.9419, grad_norm: 6.4221 2021-02-11 15:26:33,375 - mmaction - INFO - Epoch [44][1240/3757] lr: 1.000e-04, eta: 3:31:57, time: 0.473, data_time: 0.006, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9141, loss_cls: 0.9776, loss: 0.9776, grad_norm: 6.5627 2021-02-11 15:26:43,551 - mmaction - INFO - Epoch [44][1260/3757] lr: 1.000e-04, eta: 3:31:47, time: 0.514, data_time: 0.095, memory: 7076, top1_acc: 0.7375, top5_acc: 0.8898, loss_cls: 1.0454, loss: 1.0454, grad_norm: 6.6952 2021-02-11 15:26:52,679 - mmaction - INFO - Epoch [44][1280/3757] lr: 1.000e-04, eta: 3:31:36, time: 0.456, data_time: 0.034, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 0.9730, loss: 0.9730, grad_norm: 6.7620 2021-02-11 15:27:02,951 - mmaction - INFO - Epoch [44][1300/3757] lr: 1.000e-04, eta: 3:31:26, time: 0.515, data_time: 0.004, memory: 7076, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.0590, loss: 1.0590, grad_norm: 6.7760 2021-02-11 15:27:11,780 - mmaction - INFO - Epoch [44][1320/3757] lr: 1.000e-04, eta: 3:31:16, time: 0.437, data_time: 0.002, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9055, loss_cls: 1.0277, loss: 1.0277, grad_norm: 6.6274 2021-02-11 15:27:21,485 - mmaction - INFO - Epoch [44][1340/3757] lr: 1.000e-04, eta: 3:31:06, time: 0.490, data_time: 0.006, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.5252 2021-02-11 15:27:31,325 - mmaction - INFO - Epoch [44][1360/3757] lr: 1.000e-04, eta: 3:30:56, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9039, loss_cls: 1.0482, loss: 1.0482, grad_norm: 6.9147 2021-02-11 15:27:41,311 - mmaction - INFO - Epoch [44][1380/3757] lr: 1.000e-04, eta: 3:30:45, time: 0.496, data_time: 0.070, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 1.0090, loss: 1.0090, grad_norm: 6.5506 2021-02-11 15:27:50,644 - mmaction - INFO - Epoch [44][1400/3757] lr: 1.000e-04, eta: 3:30:35, time: 0.470, data_time: 0.065, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9039, loss_cls: 0.9887, loss: 0.9887, grad_norm: 6.5100 2021-02-11 15:27:59,424 - mmaction - INFO - Epoch [44][1420/3757] lr: 1.000e-04, eta: 3:30:25, time: 0.438, data_time: 0.083, memory: 7076, top1_acc: 0.7719, top5_acc: 0.9172, loss_cls: 0.9024, loss: 0.9024, grad_norm: 6.4492 2021-02-11 15:28:09,650 - mmaction - INFO - Epoch [44][1440/3757] lr: 1.000e-04, eta: 3:30:15, time: 0.512, data_time: 0.114, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9305, loss_cls: 0.8643, loss: 0.8643, grad_norm: 6.4743 2021-02-11 15:28:19,590 - mmaction - INFO - Epoch [44][1460/3757] lr: 1.000e-04, eta: 3:30:04, time: 0.497, data_time: 0.139, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0068, loss: 1.0068, grad_norm: 6.5064 2021-02-11 15:28:29,154 - mmaction - INFO - Epoch [44][1480/3757] lr: 1.000e-04, eta: 3:29:54, time: 0.478, data_time: 0.129, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9266, loss_cls: 0.9352, loss: 0.9352, grad_norm: 6.4887 2021-02-11 15:28:38,864 - mmaction - INFO - Epoch [44][1500/3757] lr: 1.000e-04, eta: 3:29:44, time: 0.486, data_time: 0.136, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9125, loss_cls: 0.9488, loss: 0.9488, grad_norm: 6.4978 2021-02-11 15:28:47,854 - mmaction - INFO - Epoch [44][1520/3757] lr: 1.000e-04, eta: 3:29:34, time: 0.445, data_time: 0.096, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 0.9965, loss: 0.9965, grad_norm: 6.6312 2021-02-11 15:28:57,338 - mmaction - INFO - Epoch [44][1540/3757] lr: 1.000e-04, eta: 3:29:23, time: 0.478, data_time: 0.119, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9211, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.8589 2021-02-11 15:29:08,461 - mmaction - INFO - Epoch [44][1560/3757] lr: 1.000e-04, eta: 3:29:13, time: 0.555, data_time: 0.004, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9008, loss_cls: 1.0136, loss: 1.0136, grad_norm: 6.6836 2021-02-11 15:29:16,280 - mmaction - INFO - Epoch [44][1580/3757] lr: 1.000e-04, eta: 3:29:03, time: 0.392, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.8984, loss_cls: 1.0113, loss: 1.0113, grad_norm: 6.7228 2021-02-11 15:29:27,870 - mmaction - INFO - Epoch [44][1600/3757] lr: 1.000e-04, eta: 3:28:53, time: 0.571, data_time: 0.032, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9195, loss_cls: 0.9288, loss: 0.9288, grad_norm: 6.4414 2021-02-11 15:29:36,126 - mmaction - INFO - Epoch [44][1620/3757] lr: 1.000e-04, eta: 3:28:43, time: 0.421, data_time: 0.036, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9250, loss_cls: 0.9211, loss: 0.9211, grad_norm: 6.4627 2021-02-11 15:29:45,831 - mmaction - INFO - Epoch [44][1640/3757] lr: 1.000e-04, eta: 3:28:32, time: 0.485, data_time: 0.050, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.7772 2021-02-11 15:29:55,509 - mmaction - INFO - Epoch [44][1660/3757] lr: 1.000e-04, eta: 3:28:22, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9117, loss_cls: 0.9704, loss: 0.9704, grad_norm: 6.6413 2021-02-11 15:30:04,703 - mmaction - INFO - Epoch [44][1680/3757] lr: 1.000e-04, eta: 3:28:12, time: 0.460, data_time: 0.007, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9587, loss: 0.9587, grad_norm: 6.5635 2021-02-11 15:30:14,367 - mmaction - INFO - Epoch [44][1700/3757] lr: 1.000e-04, eta: 3:28:02, time: 0.484, data_time: 0.019, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 0.9924, loss: 0.9924, grad_norm: 6.4683 2021-02-11 15:30:24,039 - mmaction - INFO - Epoch [44][1720/3757] lr: 1.000e-04, eta: 3:27:51, time: 0.484, data_time: 0.013, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9070, loss_cls: 0.9780, loss: 0.9780, grad_norm: 6.5346 2021-02-11 15:30:33,215 - mmaction - INFO - Epoch [44][1740/3757] lr: 1.000e-04, eta: 3:27:41, time: 0.459, data_time: 0.010, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9258, loss_cls: 0.9093, loss: 0.9093, grad_norm: 6.3340 2021-02-11 15:30:43,140 - mmaction - INFO - Epoch [44][1760/3757] lr: 1.000e-04, eta: 3:27:31, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9180, loss_cls: 0.9665, loss: 0.9665, grad_norm: 6.6905 2021-02-11 15:30:53,790 - mmaction - INFO - Epoch [44][1780/3757] lr: 1.000e-04, eta: 3:27:21, time: 0.546, data_time: 0.015, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9533, loss: 0.9533, grad_norm: 6.4906 2021-02-11 15:31:03,300 - mmaction - INFO - Epoch [44][1800/3757] lr: 1.000e-04, eta: 3:27:11, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 0.9832, loss: 0.9832, grad_norm: 6.7607 2021-02-11 15:31:13,141 - mmaction - INFO - Epoch [44][1820/3757] lr: 1.000e-04, eta: 3:27:00, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7719, top5_acc: 0.9203, loss_cls: 0.9089, loss: 0.9089, grad_norm: 6.2536 2021-02-11 15:31:22,129 - mmaction - INFO - Epoch [44][1840/3757] lr: 1.000e-04, eta: 3:26:50, time: 0.448, data_time: 0.004, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 0.9771, loss: 0.9771, grad_norm: 6.7517 2021-02-11 15:31:32,337 - mmaction - INFO - Epoch [44][1860/3757] lr: 1.000e-04, eta: 3:26:40, time: 0.509, data_time: 0.002, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9164, loss_cls: 0.9639, loss: 0.9639, grad_norm: 6.4161 2021-02-11 15:31:42,033 - mmaction - INFO - Epoch [44][1880/3757] lr: 1.000e-04, eta: 3:26:30, time: 0.487, data_time: 0.057, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9211, loss_cls: 0.9700, loss: 0.9700, grad_norm: 6.6217 2021-02-11 15:31:51,339 - mmaction - INFO - Epoch [44][1900/3757] lr: 1.000e-04, eta: 3:26:19, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 0.9655, loss: 0.9655, grad_norm: 6.6410 2021-02-11 15:32:00,349 - mmaction - INFO - Epoch [44][1920/3757] lr: 1.000e-04, eta: 3:26:09, time: 0.450, data_time: 0.054, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9078, loss_cls: 1.0044, loss: 1.0044, grad_norm: 6.8884 2021-02-11 15:32:10,260 - mmaction - INFO - Epoch [44][1940/3757] lr: 1.000e-04, eta: 3:25:59, time: 0.496, data_time: 0.108, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9227, loss_cls: 0.9484, loss: 0.9484, grad_norm: 6.5103 2021-02-11 15:32:20,150 - mmaction - INFO - Epoch [44][1960/3757] lr: 1.000e-04, eta: 3:25:49, time: 0.494, data_time: 0.056, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.6936 2021-02-11 15:32:29,917 - mmaction - INFO - Epoch [44][1980/3757] lr: 1.000e-04, eta: 3:25:39, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.0638, loss: 1.0638, grad_norm: 6.7488 2021-02-11 15:32:39,358 - mmaction - INFO - Epoch [44][2000/3757] lr: 1.000e-04, eta: 3:25:28, time: 0.472, data_time: 0.017, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9039, loss_cls: 0.9985, loss: 0.9985, grad_norm: 6.7145 2021-02-11 15:32:49,345 - mmaction - INFO - Epoch [44][2020/3757] lr: 1.000e-04, eta: 3:25:18, time: 0.493, data_time: 0.006, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9172, loss_cls: 0.9783, loss: 0.9783, grad_norm: 6.5269 2021-02-11 15:32:58,125 - mmaction - INFO - Epoch [44][2040/3757] lr: 1.000e-04, eta: 3:25:08, time: 0.445, data_time: 0.013, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.9294 2021-02-11 15:33:10,396 - mmaction - INFO - Epoch [44][2060/3757] lr: 1.000e-04, eta: 3:24:58, time: 0.576, data_time: 0.055, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9039, loss_cls: 1.0119, loss: 1.0119, grad_norm: 6.5286 2021-02-11 15:33:20,044 - mmaction - INFO - Epoch [44][2080/3757] lr: 1.000e-04, eta: 3:24:48, time: 0.520, data_time: 0.039, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9791, loss: 0.9791, grad_norm: 6.6404 2021-02-11 15:33:30,307 - mmaction - INFO - Epoch [44][2100/3757] lr: 1.000e-04, eta: 3:24:38, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9133, loss_cls: 0.9327, loss: 0.9327, grad_norm: 6.5356 2021-02-11 15:33:38,830 - mmaction - INFO - Epoch [44][2120/3757] lr: 1.000e-04, eta: 3:24:27, time: 0.427, data_time: 0.002, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 0.9792, loss: 0.9792, grad_norm: 6.4724 2021-02-11 15:33:48,762 - mmaction - INFO - Epoch [44][2140/3757] lr: 1.000e-04, eta: 3:24:17, time: 0.496, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9047, loss_cls: 1.0463, loss: 1.0463, grad_norm: 6.7530 2021-02-11 15:33:57,025 - mmaction - INFO - Epoch [44][2160/3757] lr: 1.000e-04, eta: 3:24:07, time: 0.414, data_time: 0.018, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9273, loss_cls: 0.9094, loss: 0.9094, grad_norm: 6.2760 2021-02-11 15:34:07,544 - mmaction - INFO - Epoch [44][2180/3757] lr: 1.000e-04, eta: 3:23:57, time: 0.525, data_time: 0.032, memory: 7076, top1_acc: 0.7492, top5_acc: 0.8992, loss_cls: 1.0543, loss: 1.0543, grad_norm: 6.4998 2021-02-11 15:34:16,844 - mmaction - INFO - Epoch [44][2200/3757] lr: 1.000e-04, eta: 3:23:46, time: 0.466, data_time: 0.087, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9665, loss: 0.9665, grad_norm: 6.6724 2021-02-11 15:34:26,141 - mmaction - INFO - Epoch [44][2220/3757] lr: 1.000e-04, eta: 3:23:36, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0501, loss: 1.0501, grad_norm: 6.8217 2021-02-11 15:34:35,382 - mmaction - INFO - Epoch [44][2240/3757] lr: 1.000e-04, eta: 3:23:26, time: 0.463, data_time: 0.060, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 0.9606, loss: 0.9606, grad_norm: 6.5752 2021-02-11 15:34:45,173 - mmaction - INFO - Epoch [44][2260/3757] lr: 1.000e-04, eta: 3:23:15, time: 0.489, data_time: 0.019, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9125, loss_cls: 0.9489, loss: 0.9489, grad_norm: 6.4841 2021-02-11 15:34:54,234 - mmaction - INFO - Epoch [44][2280/3757] lr: 1.000e-04, eta: 3:23:05, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.7656, top5_acc: 0.9133, loss_cls: 0.9451, loss: 0.9451, grad_norm: 6.4079 2021-02-11 15:35:03,823 - mmaction - INFO - Epoch [44][2300/3757] lr: 1.000e-04, eta: 3:22:55, time: 0.479, data_time: 0.030, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 1.0299, loss: 1.0299, grad_norm: 6.9466 2021-02-11 15:35:13,743 - mmaction - INFO - Epoch [44][2320/3757] lr: 1.000e-04, eta: 3:22:45, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9078, loss_cls: 0.9785, loss: 0.9785, grad_norm: 6.5115 2021-02-11 15:35:23,045 - mmaction - INFO - Epoch [44][2340/3757] lr: 1.000e-04, eta: 3:22:35, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9478, loss: 0.9478, grad_norm: 6.5669 2021-02-11 15:35:33,006 - mmaction - INFO - Epoch [44][2360/3757] lr: 1.000e-04, eta: 3:22:24, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0330, loss: 1.0330, grad_norm: 6.7001 2021-02-11 15:35:42,509 - mmaction - INFO - Epoch [44][2380/3757] lr: 1.000e-04, eta: 3:22:14, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 0.9829, loss: 0.9829, grad_norm: 6.5805 2021-02-11 15:35:53,209 - mmaction - INFO - Epoch [44][2400/3757] lr: 1.000e-04, eta: 3:22:04, time: 0.527, data_time: 0.002, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9281, loss_cls: 0.8964, loss: 0.8964, grad_norm: 6.3330 2021-02-11 15:36:02,437 - mmaction - INFO - Epoch [44][2420/3757] lr: 1.000e-04, eta: 3:21:54, time: 0.470, data_time: 0.035, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9078, loss_cls: 0.9900, loss: 0.9900, grad_norm: 6.5505 2021-02-11 15:36:12,020 - mmaction - INFO - Epoch [44][2440/3757] lr: 1.000e-04, eta: 3:21:44, time: 0.479, data_time: 0.094, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9109, loss_cls: 0.9376, loss: 0.9376, grad_norm: 6.1944 2021-02-11 15:36:21,322 - mmaction - INFO - Epoch [44][2460/3757] lr: 1.000e-04, eta: 3:21:33, time: 0.464, data_time: 0.093, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9047, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.5956 2021-02-11 15:36:31,882 - mmaction - INFO - Epoch [44][2480/3757] lr: 1.000e-04, eta: 3:21:23, time: 0.528, data_time: 0.106, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9148, loss_cls: 0.9950, loss: 0.9950, grad_norm: 6.5034 2021-02-11 15:36:41,367 - mmaction - INFO - Epoch [44][2500/3757] lr: 1.000e-04, eta: 3:21:13, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0337, loss: 1.0337, grad_norm: 6.6506 2021-02-11 15:36:50,286 - mmaction - INFO - Epoch [44][2520/3757] lr: 1.000e-04, eta: 3:21:03, time: 0.441, data_time: 0.001, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 1.0339, loss: 1.0339, grad_norm: 6.6920 2021-02-11 15:36:59,443 - mmaction - INFO - Epoch [44][2540/3757] lr: 1.000e-04, eta: 3:20:52, time: 0.462, data_time: 0.006, memory: 7076, top1_acc: 0.7453, top5_acc: 0.8961, loss_cls: 1.0348, loss: 1.0348, grad_norm: 6.6039 2021-02-11 15:37:09,197 - mmaction - INFO - Epoch [44][2560/3757] lr: 1.000e-04, eta: 3:20:42, time: 0.486, data_time: 0.000, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9164, loss_cls: 0.9425, loss: 0.9425, grad_norm: 6.4584 2021-02-11 15:37:18,206 - mmaction - INFO - Epoch [44][2580/3757] lr: 1.000e-04, eta: 3:20:32, time: 0.452, data_time: 0.099, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9086, loss_cls: 1.0381, loss: 1.0381, grad_norm: 6.7321 2021-02-11 15:37:28,176 - mmaction - INFO - Epoch [44][2600/3757] lr: 1.000e-04, eta: 3:20:22, time: 0.497, data_time: 0.005, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 1.0167, loss: 1.0167, grad_norm: 6.7101 2021-02-11 15:37:38,678 - mmaction - INFO - Epoch [44][2620/3757] lr: 1.000e-04, eta: 3:20:12, time: 0.526, data_time: 0.007, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9125, loss_cls: 0.9744, loss: 0.9744, grad_norm: 6.6114 2021-02-11 15:37:47,298 - mmaction - INFO - Epoch [44][2640/3757] lr: 1.000e-04, eta: 3:20:01, time: 0.431, data_time: 0.024, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 0.9907, loss: 0.9907, grad_norm: 6.5345 2021-02-11 15:37:56,159 - mmaction - INFO - Epoch [44][2660/3757] lr: 1.000e-04, eta: 3:19:51, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 0.9900, loss: 0.9900, grad_norm: 6.6951 2021-02-11 15:38:07,841 - mmaction - INFO - Epoch [44][2680/3757] lr: 1.000e-04, eta: 3:19:41, time: 0.586, data_time: 0.003, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.0635, loss: 1.0635, grad_norm: 6.8359 2021-02-11 15:38:15,888 - mmaction - INFO - Epoch [44][2700/3757] lr: 1.000e-04, eta: 3:19:30, time: 0.402, data_time: 0.033, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9133, loss_cls: 0.9973, loss: 0.9973, grad_norm: 6.7656 2021-02-11 15:38:26,149 - mmaction - INFO - Epoch [44][2720/3757] lr: 1.000e-04, eta: 3:19:20, time: 0.513, data_time: 0.004, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0368, loss: 1.0368, grad_norm: 7.0522 2021-02-11 15:38:35,321 - mmaction - INFO - Epoch [44][2740/3757] lr: 1.000e-04, eta: 3:19:10, time: 0.458, data_time: 0.021, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9141, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.6343 2021-02-11 15:38:45,325 - mmaction - INFO - Epoch [44][2760/3757] lr: 1.000e-04, eta: 3:19:00, time: 0.499, data_time: 0.113, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9070, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.4740 2021-02-11 15:38:55,873 - mmaction - INFO - Epoch [44][2780/3757] lr: 1.000e-04, eta: 3:18:50, time: 0.529, data_time: 0.003, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9133, loss_cls: 0.9857, loss: 0.9857, grad_norm: 6.6440 2021-02-11 15:39:04,834 - mmaction - INFO - Epoch [44][2800/3757] lr: 1.000e-04, eta: 3:18:39, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9117, loss_cls: 1.0029, loss: 1.0029, grad_norm: 6.7685 2021-02-11 15:39:14,247 - mmaction - INFO - Epoch [44][2820/3757] lr: 1.000e-04, eta: 3:18:29, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9609, loss: 0.9609, grad_norm: 6.5104 2021-02-11 15:39:24,019 - mmaction - INFO - Epoch [44][2840/3757] lr: 1.000e-04, eta: 3:18:19, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9039, loss_cls: 1.0210, loss: 1.0210, grad_norm: 6.9811 2021-02-11 15:39:33,352 - mmaction - INFO - Epoch [44][2860/3757] lr: 1.000e-04, eta: 3:18:09, time: 0.464, data_time: 0.007, memory: 7076, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0065, loss: 1.0065, grad_norm: 6.6138 2021-02-11 15:39:43,403 - mmaction - INFO - Epoch [44][2880/3757] lr: 1.000e-04, eta: 3:17:59, time: 0.504, data_time: 0.105, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9023, loss_cls: 1.0414, loss: 1.0414, grad_norm: 6.7614 2021-02-11 15:39:52,754 - mmaction - INFO - Epoch [44][2900/3757] lr: 1.000e-04, eta: 3:17:48, time: 0.470, data_time: 0.121, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9008, loss_cls: 0.9662, loss: 0.9662, grad_norm: 6.4704 2021-02-11 15:40:02,580 - mmaction - INFO - Epoch [44][2920/3757] lr: 1.000e-04, eta: 3:17:38, time: 0.491, data_time: 0.071, memory: 7076, top1_acc: 0.7258, top5_acc: 0.9016, loss_cls: 1.0551, loss: 1.0551, grad_norm: 6.7326 2021-02-11 15:40:11,586 - mmaction - INFO - Epoch [44][2940/3757] lr: 1.000e-04, eta: 3:17:28, time: 0.450, data_time: 0.052, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9305, loss_cls: 0.9171, loss: 0.9171, grad_norm: 6.5586 2021-02-11 15:40:21,345 - mmaction - INFO - Epoch [44][2960/3757] lr: 1.000e-04, eta: 3:17:18, time: 0.488, data_time: 0.025, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9156, loss_cls: 0.9790, loss: 0.9790, grad_norm: 6.5881 2021-02-11 15:40:31,087 - mmaction - INFO - Epoch [44][2980/3757] lr: 1.000e-04, eta: 3:17:07, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9813, loss: 0.9813, grad_norm: 6.7200 2021-02-11 15:40:41,375 - mmaction - INFO - Epoch [44][3000/3757] lr: 1.000e-04, eta: 3:16:57, time: 0.514, data_time: 0.002, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.9131, loss: 0.9131, grad_norm: 6.5629 2021-02-11 15:40:50,158 - mmaction - INFO - Epoch [44][3020/3757] lr: 1.000e-04, eta: 3:16:47, time: 0.440, data_time: 0.006, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9133, loss_cls: 0.9519, loss: 0.9519, grad_norm: 6.4059 2021-02-11 15:41:00,307 - mmaction - INFO - Epoch [44][3040/3757] lr: 1.000e-04, eta: 3:16:37, time: 0.507, data_time: 0.017, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9258, loss_cls: 0.9018, loss: 0.9018, grad_norm: 6.3124 2021-02-11 15:41:09,590 - mmaction - INFO - Epoch [44][3060/3757] lr: 1.000e-04, eta: 3:16:27, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9397, loss: 0.9397, grad_norm: 6.4855 2021-02-11 15:41:20,186 - mmaction - INFO - Epoch [44][3080/3757] lr: 1.000e-04, eta: 3:16:16, time: 0.528, data_time: 0.022, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9164, loss_cls: 0.9504, loss: 0.9504, grad_norm: 6.4730 2021-02-11 15:41:29,403 - mmaction - INFO - Epoch [44][3100/3757] lr: 1.000e-04, eta: 3:16:06, time: 0.462, data_time: 0.003, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 0.9373, loss: 0.9373, grad_norm: 6.4982 2021-02-11 15:41:38,788 - mmaction - INFO - Epoch [44][3120/3757] lr: 1.000e-04, eta: 3:15:56, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9203, loss_cls: 0.9468, loss: 0.9468, grad_norm: 6.4516 2021-02-11 15:41:48,799 - mmaction - INFO - Epoch [44][3140/3757] lr: 1.000e-04, eta: 3:15:46, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9102, loss_cls: 1.0042, loss: 1.0042, grad_norm: 6.5898 2021-02-11 15:41:56,893 - mmaction - INFO - Epoch [44][3160/3757] lr: 1.000e-04, eta: 3:15:35, time: 0.405, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 1.0256, loss: 1.0256, grad_norm: 6.8284 2021-02-11 15:42:06,842 - mmaction - INFO - Epoch [44][3180/3757] lr: 1.000e-04, eta: 3:15:25, time: 0.490, data_time: 0.005, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9258, loss_cls: 0.9078, loss: 0.9078, grad_norm: 6.4125 2021-02-11 15:42:16,268 - mmaction - INFO - Epoch [44][3200/3757] lr: 1.000e-04, eta: 3:15:15, time: 0.479, data_time: 0.009, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9102, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.6522 2021-02-11 15:42:26,124 - mmaction - INFO - Epoch [44][3220/3757] lr: 1.000e-04, eta: 3:15:05, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 1.0048, loss: 1.0048, grad_norm: 6.7039 2021-02-11 15:42:35,608 - mmaction - INFO - Epoch [44][3240/3757] lr: 1.000e-04, eta: 3:14:55, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.0361, loss: 1.0361, grad_norm: 6.7238 2021-02-11 15:42:45,426 - mmaction - INFO - Epoch [44][3260/3757] lr: 1.000e-04, eta: 3:14:44, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 1.0321, loss: 1.0321, grad_norm: 7.0001 2021-02-11 15:42:55,018 - mmaction - INFO - Epoch [44][3280/3757] lr: 1.000e-04, eta: 3:14:34, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9822, loss: 0.9822, grad_norm: 6.5860 2021-02-11 15:43:04,694 - mmaction - INFO - Epoch [44][3300/3757] lr: 1.000e-04, eta: 3:14:24, time: 0.487, data_time: 0.004, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9234, loss_cls: 0.9420, loss: 0.9420, grad_norm: 6.6890 2021-02-11 15:43:13,862 - mmaction - INFO - Epoch [44][3320/3757] lr: 1.000e-04, eta: 3:14:14, time: 0.458, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9901, loss: 0.9901, grad_norm: 6.5210 2021-02-11 15:43:23,756 - mmaction - INFO - Epoch [44][3340/3757] lr: 1.000e-04, eta: 3:14:03, time: 0.495, data_time: 0.011, memory: 7076, top1_acc: 0.7789, top5_acc: 0.9219, loss_cls: 0.8753, loss: 0.8753, grad_norm: 6.1540 2021-02-11 15:43:32,541 - mmaction - INFO - Epoch [44][3360/3757] lr: 1.000e-04, eta: 3:13:53, time: 0.439, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9141, loss_cls: 0.9791, loss: 0.9791, grad_norm: 6.7661 2021-02-11 15:43:42,478 - mmaction - INFO - Epoch [44][3380/3757] lr: 1.000e-04, eta: 3:13:43, time: 0.496, data_time: 0.098, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9016, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.5717 2021-02-11 15:43:52,055 - mmaction - INFO - Epoch [44][3400/3757] lr: 1.000e-04, eta: 3:13:33, time: 0.479, data_time: 0.075, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9628, loss: 0.9628, grad_norm: 6.5107 2021-02-11 15:44:02,457 - mmaction - INFO - Epoch [44][3420/3757] lr: 1.000e-04, eta: 3:13:23, time: 0.518, data_time: 0.058, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.0427, loss: 1.0427, grad_norm: 6.7884 2021-02-11 15:44:11,051 - mmaction - INFO - Epoch [44][3440/3757] lr: 1.000e-04, eta: 3:13:12, time: 0.431, data_time: 0.003, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9219, loss_cls: 0.9502, loss: 0.9502, grad_norm: 6.7355 2021-02-11 15:44:21,174 - mmaction - INFO - Epoch [44][3460/3757] lr: 1.000e-04, eta: 3:13:02, time: 0.506, data_time: 0.003, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9117, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.7307 2021-02-11 15:44:30,824 - mmaction - INFO - Epoch [44][3480/3757] lr: 1.000e-04, eta: 3:12:52, time: 0.483, data_time: 0.002, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9211, loss_cls: 0.9527, loss: 0.9527, grad_norm: 6.3544 2021-02-11 15:44:40,624 - mmaction - INFO - Epoch [44][3500/3757] lr: 1.000e-04, eta: 3:12:42, time: 0.490, data_time: 0.006, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9211, loss_cls: 0.9347, loss: 0.9347, grad_norm: 6.5584 2021-02-11 15:44:50,335 - mmaction - INFO - Epoch [44][3520/3757] lr: 1.000e-04, eta: 3:12:32, time: 0.486, data_time: 0.004, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9341, loss: 0.9341, grad_norm: 6.4256 2021-02-11 15:44:59,604 - mmaction - INFO - Epoch [44][3540/3757] lr: 1.000e-04, eta: 3:12:21, time: 0.463, data_time: 0.007, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 1.0130, loss: 1.0130, grad_norm: 6.6136 2021-02-11 15:45:09,636 - mmaction - INFO - Epoch [44][3560/3757] lr: 1.000e-04, eta: 3:12:11, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.5483 2021-02-11 15:45:19,411 - mmaction - INFO - Epoch [44][3580/3757] lr: 1.000e-04, eta: 3:12:01, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.7688, top5_acc: 0.9180, loss_cls: 0.9171, loss: 0.9171, grad_norm: 6.3065 2021-02-11 15:45:28,674 - mmaction - INFO - Epoch [44][3600/3757] lr: 1.000e-04, eta: 3:11:51, time: 0.459, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9195, loss_cls: 0.9441, loss: 0.9441, grad_norm: 6.6004 2021-02-11 15:45:39,304 - mmaction - INFO - Epoch [44][3620/3757] lr: 1.000e-04, eta: 3:11:41, time: 0.534, data_time: 0.005, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9211, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.6825 2021-02-11 15:45:47,688 - mmaction - INFO - Epoch [44][3640/3757] lr: 1.000e-04, eta: 3:11:30, time: 0.420, data_time: 0.007, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 1.0185, loss: 1.0185, grad_norm: 6.7747 2021-02-11 15:45:57,878 - mmaction - INFO - Epoch [44][3660/3757] lr: 1.000e-04, eta: 3:11:20, time: 0.509, data_time: 0.038, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9646, loss: 0.9646, grad_norm: 6.4944 2021-02-11 15:46:08,369 - mmaction - INFO - Epoch [44][3680/3757] lr: 1.000e-04, eta: 3:11:10, time: 0.524, data_time: 0.089, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 1.0046, loss: 1.0046, grad_norm: 6.6401 2021-02-11 15:46:16,823 - mmaction - INFO - Epoch [44][3700/3757] lr: 1.000e-04, eta: 3:11:00, time: 0.423, data_time: 0.017, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9047, loss_cls: 0.9832, loss: 0.9832, grad_norm: 6.6354 2021-02-11 15:46:27,258 - mmaction - INFO - Epoch [44][3720/3757] lr: 1.000e-04, eta: 3:10:49, time: 0.521, data_time: 0.146, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9117, loss_cls: 0.9903, loss: 0.9903, grad_norm: 6.5987 2021-02-11 15:46:36,383 - mmaction - INFO - Epoch [44][3740/3757] lr: 1.000e-04, eta: 3:10:39, time: 0.458, data_time: 0.035, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 0.9464, loss: 0.9464, grad_norm: 6.4301 2021-02-11 15:49:47,537 - mmaction - INFO - Epoch [45][20/3757] lr: 1.000e-04, eta: 3:10:42, time: 8.667, data_time: 8.150, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9148, loss_cls: 0.9440, loss: 0.9440, grad_norm: 6.5155 2021-02-11 15:49:57,119 - mmaction - INFO - Epoch [45][40/3757] lr: 1.000e-04, eta: 3:10:31, time: 0.480, data_time: 0.005, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 0.9939, loss: 0.9939, grad_norm: 6.7099 2021-02-11 15:50:06,389 - mmaction - INFO - Epoch [45][60/3757] lr: 1.000e-04, eta: 3:10:21, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9148, loss_cls: 0.9768, loss: 0.9768, grad_norm: 6.6308 2021-02-11 15:50:15,868 - mmaction - INFO - Epoch [45][80/3757] lr: 1.000e-04, eta: 3:10:11, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0579, loss: 1.0579, grad_norm: 6.8852 2021-02-11 15:50:26,086 - mmaction - INFO - Epoch [45][100/3757] lr: 1.000e-04, eta: 3:10:01, time: 0.509, data_time: 0.005, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9150, loss: 0.9150, grad_norm: 6.3599 2021-02-11 15:50:35,207 - mmaction - INFO - Epoch [45][120/3757] lr: 1.000e-04, eta: 3:09:50, time: 0.458, data_time: 0.003, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9227, loss_cls: 0.9182, loss: 0.9182, grad_norm: 6.6077 2021-02-11 15:50:45,029 - mmaction - INFO - Epoch [45][140/3757] lr: 1.000e-04, eta: 3:09:40, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9172, loss_cls: 0.9509, loss: 0.9509, grad_norm: 6.4402 2021-02-11 15:50:54,385 - mmaction - INFO - Epoch [45][160/3757] lr: 1.000e-04, eta: 3:09:30, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9164, loss_cls: 0.9676, loss: 0.9676, grad_norm: 6.6805 2021-02-11 15:51:04,042 - mmaction - INFO - Epoch [45][180/3757] lr: 1.000e-04, eta: 3:09:20, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9211, loss_cls: 0.9157, loss: 0.9157, grad_norm: 6.4066 2021-02-11 15:51:13,180 - mmaction - INFO - Epoch [45][200/3757] lr: 1.000e-04, eta: 3:09:09, time: 0.458, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 0.9883, loss: 0.9883, grad_norm: 6.6033 2021-02-11 15:51:22,780 - mmaction - INFO - Epoch [45][220/3757] lr: 1.000e-04, eta: 3:08:59, time: 0.479, data_time: 0.000, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9211, loss_cls: 0.9376, loss: 0.9376, grad_norm: 6.6808 2021-02-11 15:51:32,490 - mmaction - INFO - Epoch [45][240/3757] lr: 1.000e-04, eta: 3:08:49, time: 0.486, data_time: 0.116, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9102, loss_cls: 0.9979, loss: 0.9979, grad_norm: 6.5634 2021-02-11 15:51:42,516 - mmaction - INFO - Epoch [45][260/3757] lr: 1.000e-04, eta: 3:08:39, time: 0.500, data_time: 0.143, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9023, loss_cls: 1.0347, loss: 1.0347, grad_norm: 6.5826 2021-02-11 15:51:51,952 - mmaction - INFO - Epoch [45][280/3757] lr: 1.000e-04, eta: 3:08:28, time: 0.473, data_time: 0.064, memory: 7076, top1_acc: 0.7734, top5_acc: 0.9187, loss_cls: 0.9108, loss: 0.9108, grad_norm: 6.2991 2021-02-11 15:52:01,518 - mmaction - INFO - Epoch [45][300/3757] lr: 1.000e-04, eta: 3:08:18, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9031, loss_cls: 0.9961, loss: 0.9961, grad_norm: 6.5522 2021-02-11 15:52:10,624 - mmaction - INFO - Epoch [45][320/3757] lr: 1.000e-04, eta: 3:08:08, time: 0.456, data_time: 0.002, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9273, loss_cls: 0.9649, loss: 0.9649, grad_norm: 6.7665 2021-02-11 15:52:21,710 - mmaction - INFO - Epoch [45][340/3757] lr: 1.000e-04, eta: 3:07:58, time: 0.552, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 1.0191, loss: 1.0191, grad_norm: 6.7398 2021-02-11 15:52:31,659 - mmaction - INFO - Epoch [45][360/3757] lr: 1.000e-04, eta: 3:07:48, time: 0.499, data_time: 0.003, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9023, loss_cls: 0.9791, loss: 0.9791, grad_norm: 6.6181 2021-02-11 15:52:40,484 - mmaction - INFO - Epoch [45][380/3757] lr: 1.000e-04, eta: 3:07:37, time: 0.441, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9323, loss: 0.9323, grad_norm: 6.3655 2021-02-11 15:52:50,265 - mmaction - INFO - Epoch [45][400/3757] lr: 1.000e-04, eta: 3:07:27, time: 0.488, data_time: 0.004, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9109, loss_cls: 0.9761, loss: 0.9761, grad_norm: 6.5577 2021-02-11 15:53:00,025 - mmaction - INFO - Epoch [45][420/3757] lr: 1.000e-04, eta: 3:07:17, time: 0.488, data_time: 0.026, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.5819 2021-02-11 15:53:08,995 - mmaction - INFO - Epoch [45][440/3757] lr: 1.000e-04, eta: 3:07:07, time: 0.448, data_time: 0.007, memory: 7076, top1_acc: 0.7766, top5_acc: 0.9250, loss_cls: 0.8807, loss: 0.8807, grad_norm: 6.0603 2021-02-11 15:53:19,265 - mmaction - INFO - Epoch [45][460/3757] lr: 1.000e-04, eta: 3:06:56, time: 0.515, data_time: 0.002, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9360, loss: 0.9360, grad_norm: 6.6807 2021-02-11 15:53:27,958 - mmaction - INFO - Epoch [45][480/3757] lr: 1.000e-04, eta: 3:06:46, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9016, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.6710 2021-02-11 15:53:37,295 - mmaction - INFO - Epoch [45][500/3757] lr: 1.000e-04, eta: 3:06:36, time: 0.466, data_time: 0.035, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9148, loss_cls: 1.0125, loss: 1.0125, grad_norm: 6.8229 2021-02-11 15:53:47,873 - mmaction - INFO - Epoch [45][520/3757] lr: 1.000e-04, eta: 3:06:26, time: 0.524, data_time: 0.002, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9400, loss: 0.9400, grad_norm: 6.4729 2021-02-11 15:53:59,260 - mmaction - INFO - Epoch [45][540/3757] lr: 1.000e-04, eta: 3:06:16, time: 0.574, data_time: 0.114, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9258, loss_cls: 0.9149, loss: 0.9149, grad_norm: 6.5413 2021-02-11 15:54:07,426 - mmaction - INFO - Epoch [45][560/3757] lr: 1.000e-04, eta: 3:06:05, time: 0.409, data_time: 0.005, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9192, loss: 0.9192, grad_norm: 6.5072 2021-02-11 15:54:17,702 - mmaction - INFO - Epoch [45][580/3757] lr: 1.000e-04, eta: 3:05:55, time: 0.514, data_time: 0.026, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9273, loss_cls: 0.8770, loss: 0.8770, grad_norm: 6.3906 2021-02-11 15:54:27,861 - mmaction - INFO - Epoch [45][600/3757] lr: 1.000e-04, eta: 3:05:45, time: 0.505, data_time: 0.107, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0133, loss: 1.0133, grad_norm: 6.5578 2021-02-11 15:54:36,761 - mmaction - INFO - Epoch [45][620/3757] lr: 1.000e-04, eta: 3:05:35, time: 0.448, data_time: 0.004, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9156, loss_cls: 0.9539, loss: 0.9539, grad_norm: 6.6281 2021-02-11 15:54:47,485 - mmaction - INFO - Epoch [45][640/3757] lr: 1.000e-04, eta: 3:05:25, time: 0.536, data_time: 0.002, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9055, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.6269 2021-02-11 15:54:56,375 - mmaction - INFO - Epoch [45][660/3757] lr: 1.000e-04, eta: 3:05:14, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 1.0166, loss: 1.0166, grad_norm: 6.5040 2021-02-11 15:55:05,960 - mmaction - INFO - Epoch [45][680/3757] lr: 1.000e-04, eta: 3:05:04, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9102, loss_cls: 1.0526, loss: 1.0526, grad_norm: 7.0098 2021-02-11 15:55:15,692 - mmaction - INFO - Epoch [45][700/3757] lr: 1.000e-04, eta: 3:04:54, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9102, loss_cls: 0.9359, loss: 0.9359, grad_norm: 6.4670 2021-02-11 15:55:25,277 - mmaction - INFO - Epoch [45][720/3757] lr: 1.000e-04, eta: 3:04:44, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9117, loss_cls: 0.9820, loss: 0.9820, grad_norm: 6.4173 2021-02-11 15:55:34,064 - mmaction - INFO - Epoch [45][740/3757] lr: 1.000e-04, eta: 3:04:33, time: 0.439, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9203, loss_cls: 0.9519, loss: 0.9519, grad_norm: 6.5332 2021-02-11 15:55:44,080 - mmaction - INFO - Epoch [45][760/3757] lr: 1.000e-04, eta: 3:04:23, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0155, loss: 1.0155, grad_norm: 6.6896 2021-02-11 15:55:54,618 - mmaction - INFO - Epoch [45][780/3757] lr: 1.000e-04, eta: 3:04:13, time: 0.526, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9487, loss: 0.9487, grad_norm: 6.5741 2021-02-11 15:56:04,525 - mmaction - INFO - Epoch [45][800/3757] lr: 1.000e-04, eta: 3:04:03, time: 0.495, data_time: 0.003, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9133, loss_cls: 1.0045, loss: 1.0045, grad_norm: 6.8168 2021-02-11 15:56:14,353 - mmaction - INFO - Epoch [45][820/3757] lr: 1.000e-04, eta: 3:03:53, time: 0.492, data_time: 0.002, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9125, loss_cls: 0.9591, loss: 0.9591, grad_norm: 6.5107 2021-02-11 15:56:24,807 - mmaction - INFO - Epoch [45][840/3757] lr: 1.000e-04, eta: 3:03:42, time: 0.521, data_time: 0.002, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9109, loss_cls: 0.9955, loss: 0.9955, grad_norm: 6.9817 2021-02-11 15:56:33,585 - mmaction - INFO - Epoch [45][860/3757] lr: 1.000e-04, eta: 3:03:32, time: 0.441, data_time: 0.004, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 0.9887, loss: 0.9887, grad_norm: 6.7364 2021-02-11 15:56:43,009 - mmaction - INFO - Epoch [45][880/3757] lr: 1.000e-04, eta: 3:03:22, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9250, loss_cls: 0.9204, loss: 0.9204, grad_norm: 6.6666 2021-02-11 15:56:53,168 - mmaction - INFO - Epoch [45][900/3757] lr: 1.000e-04, eta: 3:03:12, time: 0.506, data_time: 0.005, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9047, loss_cls: 1.0195, loss: 1.0195, grad_norm: 6.6497 2021-02-11 15:57:02,044 - mmaction - INFO - Epoch [45][920/3757] lr: 1.000e-04, eta: 3:03:01, time: 0.445, data_time: 0.004, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9070, loss_cls: 0.9640, loss: 0.9640, grad_norm: 6.6367 2021-02-11 15:57:11,329 - mmaction - INFO - Epoch [45][940/3757] lr: 1.000e-04, eta: 3:02:51, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.9102 2021-02-11 15:57:22,036 - mmaction - INFO - Epoch [45][960/3757] lr: 1.000e-04, eta: 3:02:41, time: 0.532, data_time: 0.001, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.0544, loss: 1.0544, grad_norm: 6.6267 2021-02-11 15:57:33,384 - mmaction - INFO - Epoch [45][980/3757] lr: 1.000e-04, eta: 3:02:31, time: 0.570, data_time: 0.005, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9258, loss_cls: 0.9377, loss: 0.9377, grad_norm: 6.6430 2021-02-11 15:57:42,133 - mmaction - INFO - Epoch [45][1000/3757] lr: 1.000e-04, eta: 3:02:21, time: 0.438, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0415, loss: 1.0415, grad_norm: 6.4403 2021-02-11 15:57:51,309 - mmaction - INFO - Epoch [45][1020/3757] lr: 1.000e-04, eta: 3:02:10, time: 0.458, data_time: 0.001, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9219, loss_cls: 0.9201, loss: 0.9201, grad_norm: 6.4511 2021-02-11 15:58:01,385 - mmaction - INFO - Epoch [45][1040/3757] lr: 1.000e-04, eta: 3:02:00, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9055, loss_cls: 0.9979, loss: 0.9979, grad_norm: 6.5658 2021-02-11 15:58:11,064 - mmaction - INFO - Epoch [45][1060/3757] lr: 1.000e-04, eta: 3:01:50, time: 0.492, data_time: 0.037, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 1.0091, loss: 1.0091, grad_norm: 6.8026 2021-02-11 15:58:21,248 - mmaction - INFO - Epoch [45][1080/3757] lr: 1.000e-04, eta: 3:01:40, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9562, loss: 0.9562, grad_norm: 6.5182 2021-02-11 15:58:30,419 - mmaction - INFO - Epoch [45][1100/3757] lr: 1.000e-04, eta: 3:01:30, time: 0.459, data_time: 0.002, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9500, loss: 0.9500, grad_norm: 6.5585 2021-02-11 15:58:39,740 - mmaction - INFO - Epoch [45][1120/3757] lr: 1.000e-04, eta: 3:01:19, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 1.0151, loss: 1.0151, grad_norm: 6.6820 2021-02-11 15:58:49,434 - mmaction - INFO - Epoch [45][1140/3757] lr: 1.000e-04, eta: 3:01:09, time: 0.485, data_time: 0.023, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9234, loss_cls: 0.9336, loss: 0.9336, grad_norm: 6.3723 2021-02-11 15:58:59,939 - mmaction - INFO - Epoch [45][1160/3757] lr: 1.000e-04, eta: 3:00:59, time: 0.525, data_time: 0.079, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9141, loss_cls: 0.9424, loss: 0.9424, grad_norm: 6.4268 2021-02-11 15:59:09,777 - mmaction - INFO - Epoch [45][1180/3757] lr: 1.000e-04, eta: 3:00:49, time: 0.492, data_time: 0.003, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9187, loss_cls: 0.9613, loss: 0.9613, grad_norm: 6.8123 2021-02-11 15:59:18,068 - mmaction - INFO - Epoch [45][1200/3757] lr: 1.000e-04, eta: 3:00:38, time: 0.414, data_time: 0.018, memory: 7076, top1_acc: 0.7688, top5_acc: 0.9281, loss_cls: 0.8784, loss: 0.8784, grad_norm: 6.2104 2021-02-11 15:59:27,867 - mmaction - INFO - Epoch [45][1220/3757] lr: 1.000e-04, eta: 3:00:28, time: 0.491, data_time: 0.035, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 0.9640, loss: 0.9640, grad_norm: 6.6408 2021-02-11 15:59:37,694 - mmaction - INFO - Epoch [45][1240/3757] lr: 1.000e-04, eta: 3:00:18, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7750, top5_acc: 0.9211, loss_cls: 0.8792, loss: 0.8792, grad_norm: 6.3415 2021-02-11 15:59:48,021 - mmaction - INFO - Epoch [45][1260/3757] lr: 1.000e-04, eta: 3:00:08, time: 0.516, data_time: 0.002, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9180, loss_cls: 0.9550, loss: 0.9550, grad_norm: 6.5964 2021-02-11 15:59:56,182 - mmaction - INFO - Epoch [45][1280/3757] lr: 1.000e-04, eta: 2:59:57, time: 0.408, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0551, loss: 1.0551, grad_norm: 6.9184 2021-02-11 16:00:06,672 - mmaction - INFO - Epoch [45][1300/3757] lr: 1.000e-04, eta: 2:59:47, time: 0.522, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9854, loss: 0.9854, grad_norm: 6.6522 2021-02-11 16:00:15,982 - mmaction - INFO - Epoch [45][1320/3757] lr: 1.000e-04, eta: 2:59:37, time: 0.468, data_time: 0.004, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0501, loss: 1.0501, grad_norm: 6.7425 2021-02-11 16:00:26,433 - mmaction - INFO - Epoch [45][1340/3757] lr: 1.000e-04, eta: 2:59:27, time: 0.523, data_time: 0.002, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.7110 2021-02-11 16:00:35,697 - mmaction - INFO - Epoch [45][1360/3757] lr: 1.000e-04, eta: 2:59:17, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.7711, top5_acc: 0.9070, loss_cls: 0.9196, loss: 0.9196, grad_norm: 6.3664 2021-02-11 16:00:45,024 - mmaction - INFO - Epoch [45][1380/3757] lr: 1.000e-04, eta: 2:59:06, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.8922, loss_cls: 1.0299, loss: 1.0299, grad_norm: 6.5731 2021-02-11 16:00:55,139 - mmaction - INFO - Epoch [45][1400/3757] lr: 1.000e-04, eta: 2:58:56, time: 0.509, data_time: 0.054, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9397, loss: 0.9397, grad_norm: 6.5536 2021-02-11 16:01:04,524 - mmaction - INFO - Epoch [45][1420/3757] lr: 1.000e-04, eta: 2:58:46, time: 0.469, data_time: 0.013, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9102, loss_cls: 0.9681, loss: 0.9681, grad_norm: 6.4984 2021-02-11 16:01:14,294 - mmaction - INFO - Epoch [45][1440/3757] lr: 1.000e-04, eta: 2:58:36, time: 0.488, data_time: 0.010, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9289, loss_cls: 0.8737, loss: 0.8737, grad_norm: 6.2323 2021-02-11 16:01:23,648 - mmaction - INFO - Epoch [45][1460/3757] lr: 1.000e-04, eta: 2:58:25, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7117, top5_acc: 0.9094, loss_cls: 1.0536, loss: 1.0536, grad_norm: 6.9420 2021-02-11 16:01:33,976 - mmaction - INFO - Epoch [45][1480/3757] lr: 1.000e-04, eta: 2:58:15, time: 0.516, data_time: 0.009, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 0.9952, loss: 0.9952, grad_norm: 6.5707 2021-02-11 16:01:43,732 - mmaction - INFO - Epoch [45][1500/3757] lr: 1.000e-04, eta: 2:58:05, time: 0.487, data_time: 0.003, memory: 7076, top1_acc: 0.7430, top5_acc: 0.8977, loss_cls: 1.0317, loss: 1.0317, grad_norm: 6.7629 2021-02-11 16:01:53,181 - mmaction - INFO - Epoch [45][1520/3757] lr: 1.000e-04, eta: 2:57:55, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 1.0145, loss: 1.0145, grad_norm: 6.7098 2021-02-11 16:02:02,484 - mmaction - INFO - Epoch [45][1540/3757] lr: 1.000e-04, eta: 2:57:45, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9086, loss_cls: 0.9951, loss: 0.9951, grad_norm: 6.6765 2021-02-11 16:02:11,958 - mmaction - INFO - Epoch [45][1560/3757] lr: 1.000e-04, eta: 2:57:34, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7164, top5_acc: 0.9055, loss_cls: 1.0552, loss: 1.0552, grad_norm: 6.9513 2021-02-11 16:02:21,744 - mmaction - INFO - Epoch [45][1580/3757] lr: 1.000e-04, eta: 2:57:24, time: 0.490, data_time: 0.005, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9133, loss_cls: 0.9725, loss: 0.9725, grad_norm: 6.7586 2021-02-11 16:02:31,396 - mmaction - INFO - Epoch [45][1600/3757] lr: 1.000e-04, eta: 2:57:14, time: 0.482, data_time: 0.000, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0449, loss: 1.0449, grad_norm: 6.7049 2021-02-11 16:02:41,068 - mmaction - INFO - Epoch [45][1620/3757] lr: 1.000e-04, eta: 2:57:04, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9078, loss_cls: 0.9765, loss: 0.9765, grad_norm: 6.4734 2021-02-11 16:02:50,012 - mmaction - INFO - Epoch [45][1640/3757] lr: 1.000e-04, eta: 2:56:53, time: 0.442, data_time: 0.001, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9117, loss_cls: 0.9378, loss: 0.9378, grad_norm: 6.3694 2021-02-11 16:02:59,999 - mmaction - INFO - Epoch [45][1660/3757] lr: 1.000e-04, eta: 2:56:43, time: 0.504, data_time: 0.006, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9180, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.6967 2021-02-11 16:03:08,364 - mmaction - INFO - Epoch [45][1680/3757] lr: 1.000e-04, eta: 2:56:33, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 0.9931, loss: 0.9931, grad_norm: 6.5337 2021-02-11 16:03:18,843 - mmaction - INFO - Epoch [45][1700/3757] lr: 1.000e-04, eta: 2:56:23, time: 0.523, data_time: 0.013, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.5019 2021-02-11 16:03:28,036 - mmaction - INFO - Epoch [45][1720/3757] lr: 1.000e-04, eta: 2:56:12, time: 0.460, data_time: 0.100, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9172, loss_cls: 0.9458, loss: 0.9458, grad_norm: 6.4075 2021-02-11 16:03:37,536 - mmaction - INFO - Epoch [45][1740/3757] lr: 1.000e-04, eta: 2:56:02, time: 0.473, data_time: 0.119, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9227, loss_cls: 0.9578, loss: 0.9578, grad_norm: 6.4605 2021-02-11 16:03:47,955 - mmaction - INFO - Epoch [45][1760/3757] lr: 1.000e-04, eta: 2:55:52, time: 0.524, data_time: 0.073, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9008, loss_cls: 1.0387, loss: 1.0387, grad_norm: 6.7590 2021-02-11 16:03:56,755 - mmaction - INFO - Epoch [45][1780/3757] lr: 1.000e-04, eta: 2:55:42, time: 0.440, data_time: 0.001, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9031, loss_cls: 0.9812, loss: 0.9812, grad_norm: 6.7027 2021-02-11 16:04:06,551 - mmaction - INFO - Epoch [45][1800/3757] lr: 1.000e-04, eta: 2:55:32, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9070, loss_cls: 1.0097, loss: 1.0097, grad_norm: 6.7092 2021-02-11 16:04:16,359 - mmaction - INFO - Epoch [45][1820/3757] lr: 1.000e-04, eta: 2:55:21, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0233, loss: 1.0233, grad_norm: 6.7567 2021-02-11 16:04:25,359 - mmaction - INFO - Epoch [45][1840/3757] lr: 1.000e-04, eta: 2:55:11, time: 0.444, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9133, loss_cls: 0.9761, loss: 0.9761, grad_norm: 6.6477 2021-02-11 16:04:35,531 - mmaction - INFO - Epoch [45][1860/3757] lr: 1.000e-04, eta: 2:55:01, time: 0.515, data_time: 0.008, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9016, loss_cls: 1.0152, loss: 1.0152, grad_norm: 6.5138 2021-02-11 16:04:43,659 - mmaction - INFO - Epoch [45][1880/3757] lr: 1.000e-04, eta: 2:54:51, time: 0.407, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9250, loss_cls: 0.9481, loss: 0.9481, grad_norm: 6.6817 2021-02-11 16:04:54,041 - mmaction - INFO - Epoch [45][1900/3757] lr: 1.000e-04, eta: 2:54:40, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9790, loss: 0.9790, grad_norm: 6.6465 2021-02-11 16:05:03,282 - mmaction - INFO - Epoch [45][1920/3757] lr: 1.000e-04, eta: 2:54:30, time: 0.463, data_time: 0.003, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9234, loss_cls: 0.9638, loss: 0.9638, grad_norm: 6.5103 2021-02-11 16:05:13,370 - mmaction - INFO - Epoch [45][1940/3757] lr: 1.000e-04, eta: 2:54:20, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7711, top5_acc: 0.9313, loss_cls: 0.8939, loss: 0.8939, grad_norm: 6.2977 2021-02-11 16:05:23,152 - mmaction - INFO - Epoch [45][1960/3757] lr: 1.000e-04, eta: 2:54:10, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9947, loss: 0.9947, grad_norm: 6.6624 2021-02-11 16:05:31,949 - mmaction - INFO - Epoch [45][1980/3757] lr: 1.000e-04, eta: 2:53:59, time: 0.440, data_time: 0.001, memory: 7076, top1_acc: 0.7438, top5_acc: 0.8977, loss_cls: 1.0426, loss: 1.0426, grad_norm: 6.7338 2021-02-11 16:05:41,214 - mmaction - INFO - Epoch [45][2000/3757] lr: 1.000e-04, eta: 2:53:49, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0042, loss: 1.0042, grad_norm: 6.7410 2021-02-11 16:05:50,647 - mmaction - INFO - Epoch [45][2020/3757] lr: 1.000e-04, eta: 2:53:39, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0235, loss: 1.0235, grad_norm: 6.8850 2021-02-11 16:06:01,080 - mmaction - INFO - Epoch [45][2040/3757] lr: 1.000e-04, eta: 2:53:29, time: 0.523, data_time: 0.009, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9528, loss: 0.9528, grad_norm: 6.5994 2021-02-11 16:06:10,237 - mmaction - INFO - Epoch [45][2060/3757] lr: 1.000e-04, eta: 2:53:19, time: 0.458, data_time: 0.001, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9117, loss_cls: 0.9748, loss: 0.9748, grad_norm: 6.6101 2021-02-11 16:06:19,840 - mmaction - INFO - Epoch [45][2080/3757] lr: 1.000e-04, eta: 2:53:08, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9117, loss_cls: 0.9705, loss: 0.9705, grad_norm: 6.7686 2021-02-11 16:06:29,147 - mmaction - INFO - Epoch [45][2100/3757] lr: 1.000e-04, eta: 2:52:58, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9195, loss_cls: 0.9711, loss: 0.9711, grad_norm: 6.5643 2021-02-11 16:06:39,843 - mmaction - INFO - Epoch [45][2120/3757] lr: 1.000e-04, eta: 2:52:48, time: 0.536, data_time: 0.002, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.9414, loss: 0.9414, grad_norm: 6.4719 2021-02-11 16:06:48,499 - mmaction - INFO - Epoch [45][2140/3757] lr: 1.000e-04, eta: 2:52:38, time: 0.432, data_time: 0.003, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9008, loss_cls: 1.0359, loss: 1.0359, grad_norm: 6.8962 2021-02-11 16:06:59,582 - mmaction - INFO - Epoch [45][2160/3757] lr: 1.000e-04, eta: 2:52:28, time: 0.555, data_time: 0.002, memory: 7076, top1_acc: 0.7797, top5_acc: 0.9133, loss_cls: 0.9362, loss: 0.9362, grad_norm: 6.4333 2021-02-11 16:07:08,014 - mmaction - INFO - Epoch [45][2180/3757] lr: 1.000e-04, eta: 2:52:17, time: 0.422, data_time: 0.027, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9195, loss_cls: 0.9951, loss: 0.9951, grad_norm: 6.9165 2021-02-11 16:07:18,273 - mmaction - INFO - Epoch [45][2200/3757] lr: 1.000e-04, eta: 2:52:07, time: 0.509, data_time: 0.106, memory: 7076, top1_acc: 0.7461, top5_acc: 0.8953, loss_cls: 1.0406, loss: 1.0406, grad_norm: 6.6384 2021-02-11 16:07:27,088 - mmaction - INFO - Epoch [45][2220/3757] lr: 1.000e-04, eta: 2:51:57, time: 0.444, data_time: 0.005, memory: 7076, top1_acc: 0.7719, top5_acc: 0.9211, loss_cls: 0.9171, loss: 0.9171, grad_norm: 6.4890 2021-02-11 16:07:36,317 - mmaction - INFO - Epoch [45][2240/3757] lr: 1.000e-04, eta: 2:51:47, time: 0.461, data_time: 0.011, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9133, loss_cls: 1.0162, loss: 1.0162, grad_norm: 6.9202 2021-02-11 16:07:46,077 - mmaction - INFO - Epoch [45][2260/3757] lr: 1.000e-04, eta: 2:51:36, time: 0.489, data_time: 0.006, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9172, loss_cls: 0.9652, loss: 0.9652, grad_norm: 6.3607 2021-02-11 16:07:55,727 - mmaction - INFO - Epoch [45][2280/3757] lr: 1.000e-04, eta: 2:51:26, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9039, loss_cls: 0.9933, loss: 0.9933, grad_norm: 6.5455 2021-02-11 16:08:05,458 - mmaction - INFO - Epoch [45][2300/3757] lr: 1.000e-04, eta: 2:51:16, time: 0.490, data_time: 0.005, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9164, loss_cls: 0.9479, loss: 0.9479, grad_norm: 6.5716 2021-02-11 16:08:15,062 - mmaction - INFO - Epoch [45][2320/3757] lr: 1.000e-04, eta: 2:51:06, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9195, loss_cls: 0.9623, loss: 0.9623, grad_norm: 6.4899 2021-02-11 16:08:24,742 - mmaction - INFO - Epoch [45][2340/3757] lr: 1.000e-04, eta: 2:50:55, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0074, loss: 1.0074, grad_norm: 6.6963 2021-02-11 16:08:34,673 - mmaction - INFO - Epoch [45][2360/3757] lr: 1.000e-04, eta: 2:50:45, time: 0.492, data_time: 0.002, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9462, loss: 0.9462, grad_norm: 6.6030 2021-02-11 16:08:46,623 - mmaction - INFO - Epoch [45][2380/3757] lr: 1.000e-04, eta: 2:50:35, time: 0.589, data_time: 0.100, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9180, loss_cls: 0.9291, loss: 0.9291, grad_norm: 6.5867 2021-02-11 16:08:59,256 - mmaction - INFO - Epoch [45][2400/3757] lr: 1.000e-04, eta: 2:50:25, time: 0.644, data_time: 0.092, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9258, loss_cls: 0.9650, loss: 0.9650, grad_norm: 6.5817 2021-02-11 16:09:08,687 - mmaction - INFO - Epoch [45][2420/3757] lr: 1.000e-04, eta: 2:50:15, time: 0.472, data_time: 0.014, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9172, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.7889 2021-02-11 16:09:18,316 - mmaction - INFO - Epoch [45][2440/3757] lr: 1.000e-04, eta: 2:50:05, time: 0.481, data_time: 0.002, memory: 7076, top1_acc: 0.7766, top5_acc: 0.9195, loss_cls: 0.9105, loss: 0.9105, grad_norm: 6.4558 2021-02-11 16:09:28,599 - mmaction - INFO - Epoch [45][2460/3757] lr: 1.000e-04, eta: 2:49:55, time: 0.515, data_time: 0.016, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9273, loss_cls: 0.9251, loss: 0.9251, grad_norm: 6.5283 2021-02-11 16:09:38,233 - mmaction - INFO - Epoch [45][2480/3757] lr: 1.000e-04, eta: 2:49:45, time: 0.482, data_time: 0.015, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9070, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.8685 2021-02-11 16:09:47,310 - mmaction - INFO - Epoch [45][2500/3757] lr: 1.000e-04, eta: 2:49:34, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9047, loss_cls: 0.9725, loss: 0.9725, grad_norm: 6.5188 2021-02-11 16:09:57,661 - mmaction - INFO - Epoch [45][2520/3757] lr: 1.000e-04, eta: 2:49:24, time: 0.515, data_time: 0.009, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9227, loss_cls: 0.9307, loss: 0.9307, grad_norm: 6.6589 2021-02-11 16:10:06,835 - mmaction - INFO - Epoch [45][2540/3757] lr: 1.000e-04, eta: 2:49:14, time: 0.463, data_time: 0.005, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9109, loss_cls: 0.9992, loss: 0.9992, grad_norm: 6.7968 2021-02-11 16:10:16,670 - mmaction - INFO - Epoch [45][2560/3757] lr: 1.000e-04, eta: 2:49:04, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9203, loss_cls: 0.9239, loss: 0.9239, grad_norm: 6.5365 2021-02-11 16:10:25,976 - mmaction - INFO - Epoch [45][2580/3757] lr: 1.000e-04, eta: 2:48:54, time: 0.468, data_time: 0.007, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9227, loss_cls: 0.9089, loss: 0.9089, grad_norm: 6.5650 2021-02-11 16:10:35,110 - mmaction - INFO - Epoch [45][2600/3757] lr: 1.000e-04, eta: 2:48:43, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 1.0020, loss: 1.0020, grad_norm: 6.6100 2021-02-11 16:10:45,818 - mmaction - INFO - Epoch [45][2620/3757] lr: 1.000e-04, eta: 2:48:33, time: 0.534, data_time: 0.002, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9690, loss: 0.9690, grad_norm: 6.6411 2021-02-11 16:10:54,834 - mmaction - INFO - Epoch [45][2640/3757] lr: 1.000e-04, eta: 2:48:23, time: 0.452, data_time: 0.005, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 0.9588, loss: 0.9588, grad_norm: 6.7064 2021-02-11 16:11:03,888 - mmaction - INFO - Epoch [45][2660/3757] lr: 1.000e-04, eta: 2:48:13, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9954, loss: 0.9954, grad_norm: 6.8120 2021-02-11 16:11:13,558 - mmaction - INFO - Epoch [45][2680/3757] lr: 1.000e-04, eta: 2:48:02, time: 0.486, data_time: 0.004, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9148, loss_cls: 0.9805, loss: 0.9805, grad_norm: 6.7284 2021-02-11 16:11:23,407 - mmaction - INFO - Epoch [45][2700/3757] lr: 1.000e-04, eta: 2:47:52, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9047, loss_cls: 0.9789, loss: 0.9789, grad_norm: 6.7372 2021-02-11 16:11:32,645 - mmaction - INFO - Epoch [45][2720/3757] lr: 1.000e-04, eta: 2:47:42, time: 0.464, data_time: 0.007, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9125, loss_cls: 0.9891, loss: 0.9891, grad_norm: 6.6273 2021-02-11 16:11:42,397 - mmaction - INFO - Epoch [45][2740/3757] lr: 1.000e-04, eta: 2:47:32, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9094, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.6616 2021-02-11 16:11:51,500 - mmaction - INFO - Epoch [45][2760/3757] lr: 1.000e-04, eta: 2:47:21, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.9166, loss: 0.9166, grad_norm: 6.4576 2021-02-11 16:12:02,673 - mmaction - INFO - Epoch [45][2780/3757] lr: 1.000e-04, eta: 2:47:11, time: 0.559, data_time: 0.025, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9086, loss_cls: 0.9555, loss: 0.9555, grad_norm: 6.6111 2021-02-11 16:12:11,609 - mmaction - INFO - Epoch [45][2800/3757] lr: 1.000e-04, eta: 2:47:01, time: 0.448, data_time: 0.005, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8984, loss_cls: 1.0556, loss: 1.0556, grad_norm: 6.7381 2021-02-11 16:12:21,225 - mmaction - INFO - Epoch [45][2820/3757] lr: 1.000e-04, eta: 2:46:51, time: 0.480, data_time: 0.000, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9117, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.6684 2021-02-11 16:12:31,212 - mmaction - INFO - Epoch [45][2840/3757] lr: 1.000e-04, eta: 2:46:41, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0400, loss: 1.0400, grad_norm: 6.8199 2021-02-11 16:12:40,794 - mmaction - INFO - Epoch [45][2860/3757] lr: 1.000e-04, eta: 2:46:31, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9172, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.7636 2021-02-11 16:12:50,285 - mmaction - INFO - Epoch [45][2880/3757] lr: 1.000e-04, eta: 2:46:20, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9266, loss_cls: 0.9322, loss: 0.9322, grad_norm: 6.6042 2021-02-11 16:12:59,463 - mmaction - INFO - Epoch [45][2900/3757] lr: 1.000e-04, eta: 2:46:10, time: 0.461, data_time: 0.003, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9211, loss_cls: 0.9451, loss: 0.9451, grad_norm: 6.4616 2021-02-11 16:13:08,764 - mmaction - INFO - Epoch [45][2920/3757] lr: 1.000e-04, eta: 2:46:00, time: 0.466, data_time: 0.002, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9031, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.8126 2021-02-11 16:13:17,498 - mmaction - INFO - Epoch [45][2940/3757] lr: 1.000e-04, eta: 2:45:49, time: 0.436, data_time: 0.000, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9164, loss_cls: 0.9859, loss: 0.9859, grad_norm: 6.7129 2021-02-11 16:13:27,330 - mmaction - INFO - Epoch [45][2960/3757] lr: 1.000e-04, eta: 2:45:39, time: 0.491, data_time: 0.046, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9125, loss_cls: 0.9910, loss: 0.9910, grad_norm: 6.4901 2021-02-11 16:13:37,311 - mmaction - INFO - Epoch [45][2980/3757] lr: 1.000e-04, eta: 2:45:29, time: 0.499, data_time: 0.019, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0396, loss: 1.0396, grad_norm: 6.8867 2021-02-11 16:13:47,009 - mmaction - INFO - Epoch [45][3000/3757] lr: 1.000e-04, eta: 2:45:19, time: 0.485, data_time: 0.013, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9203, loss_cls: 0.9304, loss: 0.9304, grad_norm: 6.3099 2021-02-11 16:13:57,138 - mmaction - INFO - Epoch [45][3020/3757] lr: 1.000e-04, eta: 2:45:09, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.8969, loss_cls: 1.0308, loss: 1.0308, grad_norm: 6.5874 2021-02-11 16:14:05,896 - mmaction - INFO - Epoch [45][3040/3757] lr: 1.000e-04, eta: 2:44:58, time: 0.439, data_time: 0.001, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9062, loss_cls: 0.9885, loss: 0.9885, grad_norm: 6.6960 2021-02-11 16:14:15,510 - mmaction - INFO - Epoch [45][3060/3757] lr: 1.000e-04, eta: 2:44:48, time: 0.480, data_time: 0.032, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0098, loss: 1.0098, grad_norm: 6.5909 2021-02-11 16:14:25,332 - mmaction - INFO - Epoch [45][3080/3757] lr: 1.000e-04, eta: 2:44:38, time: 0.488, data_time: 0.043, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9716, loss: 0.9716, grad_norm: 6.7194 2021-02-11 16:14:34,833 - mmaction - INFO - Epoch [45][3100/3757] lr: 1.000e-04, eta: 2:44:28, time: 0.478, data_time: 0.056, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9023, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.6256 2021-02-11 16:14:45,019 - mmaction - INFO - Epoch [45][3120/3757] lr: 1.000e-04, eta: 2:44:18, time: 0.509, data_time: 0.145, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9289, loss_cls: 0.9084, loss: 0.9084, grad_norm: 6.3658 2021-02-11 16:14:54,376 - mmaction - INFO - Epoch [45][3140/3757] lr: 1.000e-04, eta: 2:44:07, time: 0.467, data_time: 0.117, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0461, loss: 1.0461, grad_norm: 6.6908 2021-02-11 16:15:03,746 - mmaction - INFO - Epoch [45][3160/3757] lr: 1.000e-04, eta: 2:43:57, time: 0.469, data_time: 0.119, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9242, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.9276 2021-02-11 16:15:13,494 - mmaction - INFO - Epoch [45][3180/3757] lr: 1.000e-04, eta: 2:43:47, time: 0.486, data_time: 0.112, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9585, loss: 0.9585, grad_norm: 6.7960 2021-02-11 16:15:22,925 - mmaction - INFO - Epoch [45][3200/3757] lr: 1.000e-04, eta: 2:43:37, time: 0.473, data_time: 0.101, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9012, loss: 0.9012, grad_norm: 6.4016 2021-02-11 16:15:32,444 - mmaction - INFO - Epoch [45][3220/3757] lr: 1.000e-04, eta: 2:43:27, time: 0.476, data_time: 0.118, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9764, loss: 0.9764, grad_norm: 6.7265 2021-02-11 16:15:42,137 - mmaction - INFO - Epoch [45][3240/3757] lr: 1.000e-04, eta: 2:43:16, time: 0.483, data_time: 0.132, memory: 7076, top1_acc: 0.7688, top5_acc: 0.9148, loss_cls: 0.9031, loss: 0.9031, grad_norm: 6.3049 2021-02-11 16:15:51,337 - mmaction - INFO - Epoch [45][3260/3757] lr: 1.000e-04, eta: 2:43:06, time: 0.461, data_time: 0.106, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9396, loss: 0.9396, grad_norm: 6.2926 2021-02-11 16:16:00,764 - mmaction - INFO - Epoch [45][3280/3757] lr: 1.000e-04, eta: 2:42:56, time: 0.471, data_time: 0.050, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9047, loss_cls: 1.0176, loss: 1.0176, grad_norm: 6.8255 2021-02-11 16:16:11,400 - mmaction - INFO - Epoch [45][3300/3757] lr: 1.000e-04, eta: 2:42:46, time: 0.531, data_time: 0.142, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9554, loss: 0.9554, grad_norm: 6.6778 2021-02-11 16:16:20,006 - mmaction - INFO - Epoch [45][3320/3757] lr: 1.000e-04, eta: 2:42:35, time: 0.431, data_time: 0.005, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0461, loss: 1.0461, grad_norm: 6.7871 2021-02-11 16:16:30,014 - mmaction - INFO - Epoch [45][3340/3757] lr: 1.000e-04, eta: 2:42:25, time: 0.500, data_time: 0.012, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9195, loss_cls: 1.0399, loss: 1.0399, grad_norm: 6.9200 2021-02-11 16:16:39,699 - mmaction - INFO - Epoch [45][3360/3757] lr: 1.000e-04, eta: 2:42:15, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9297, loss_cls: 0.9034, loss: 0.9034, grad_norm: 6.4217 2021-02-11 16:16:49,414 - mmaction - INFO - Epoch [45][3380/3757] lr: 1.000e-04, eta: 2:42:05, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9211, loss_cls: 0.8967, loss: 0.8967, grad_norm: 6.3169 2021-02-11 16:16:58,100 - mmaction - INFO - Epoch [45][3400/3757] lr: 1.000e-04, eta: 2:41:55, time: 0.435, data_time: 0.002, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9070, loss_cls: 0.9526, loss: 0.9526, grad_norm: 6.4334 2021-02-11 16:17:07,364 - mmaction - INFO - Epoch [45][3420/3757] lr: 1.000e-04, eta: 2:41:44, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 0.9831, loss: 0.9831, grad_norm: 6.6681 2021-02-11 16:17:17,851 - mmaction - INFO - Epoch [45][3440/3757] lr: 1.000e-04, eta: 2:41:34, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.5250 2021-02-11 16:17:27,564 - mmaction - INFO - Epoch [45][3460/3757] lr: 1.000e-04, eta: 2:41:24, time: 0.487, data_time: 0.003, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9234, loss_cls: 0.9167, loss: 0.9167, grad_norm: 6.6511 2021-02-11 16:17:36,323 - mmaction - INFO - Epoch [45][3480/3757] lr: 1.000e-04, eta: 2:41:14, time: 0.436, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9826, loss: 0.9826, grad_norm: 6.5849 2021-02-11 16:17:46,121 - mmaction - INFO - Epoch [45][3500/3757] lr: 1.000e-04, eta: 2:41:03, time: 0.492, data_time: 0.003, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0215, loss: 1.0215, grad_norm: 6.8690 2021-02-11 16:17:55,344 - mmaction - INFO - Epoch [45][3520/3757] lr: 1.000e-04, eta: 2:40:53, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9838, loss: 0.9838, grad_norm: 6.6927 2021-02-11 16:18:04,513 - mmaction - INFO - Epoch [45][3540/3757] lr: 1.000e-04, eta: 2:40:43, time: 0.458, data_time: 0.011, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 1.0186, loss: 1.0186, grad_norm: 6.6257 2021-02-11 16:18:13,836 - mmaction - INFO - Epoch [45][3560/3757] lr: 1.000e-04, eta: 2:40:33, time: 0.466, data_time: 0.022, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9094, loss_cls: 1.0035, loss: 1.0035, grad_norm: 6.7129 2021-02-11 16:18:24,060 - mmaction - INFO - Epoch [45][3580/3757] lr: 1.000e-04, eta: 2:40:23, time: 0.508, data_time: 0.002, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9078, loss_cls: 0.9756, loss: 0.9756, grad_norm: 6.6935 2021-02-11 16:18:32,796 - mmaction - INFO - Epoch [45][3600/3757] lr: 1.000e-04, eta: 2:40:12, time: 0.441, data_time: 0.006, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 0.9883, loss: 0.9883, grad_norm: 6.6437 2021-02-11 16:18:42,386 - mmaction - INFO - Epoch [45][3620/3757] lr: 1.000e-04, eta: 2:40:02, time: 0.480, data_time: 0.005, memory: 7076, top1_acc: 0.7539, top5_acc: 0.8992, loss_cls: 1.0037, loss: 1.0037, grad_norm: 6.5596 2021-02-11 16:18:52,618 - mmaction - INFO - Epoch [45][3640/3757] lr: 1.000e-04, eta: 2:39:52, time: 0.509, data_time: 0.026, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9094, loss_cls: 0.9936, loss: 0.9936, grad_norm: 6.5941 2021-02-11 16:19:02,086 - mmaction - INFO - Epoch [45][3660/3757] lr: 1.000e-04, eta: 2:39:42, time: 0.476, data_time: 0.004, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0427, loss: 1.0427, grad_norm: 6.8599 2021-02-11 16:19:11,355 - mmaction - INFO - Epoch [45][3680/3757] lr: 1.000e-04, eta: 2:39:31, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9148, loss_cls: 0.9783, loss: 0.9783, grad_norm: 6.5082 2021-02-11 16:19:21,532 - mmaction - INFO - Epoch [45][3700/3757] lr: 1.000e-04, eta: 2:39:21, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9109, loss_cls: 0.9622, loss: 0.9622, grad_norm: 6.5866 2021-02-11 16:19:30,391 - mmaction - INFO - Epoch [45][3720/3757] lr: 1.000e-04, eta: 2:39:11, time: 0.446, data_time: 0.008, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9203, loss_cls: 0.9114, loss: 0.9114, grad_norm: 6.3712 2021-02-11 16:19:40,203 - mmaction - INFO - Epoch [45][3740/3757] lr: 1.000e-04, eta: 2:39:01, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9242, loss_cls: 0.9482, loss: 0.9482, grad_norm: 6.5288 2021-02-11 16:20:01,122 - mmaction - INFO - Saving checkpoint at 45 epochs 2021-02-11 16:24:41,238 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-02-11 16:24:42,006 - mmaction - INFO - top1_acc 0.7037 top5_acc 0.8942 2021-02-11 16:24:42,006 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-02-11 16:24:42,043 - mmaction - INFO - mean_acc 0.7036 2021-02-11 16:24:42,050 - mmaction - INFO - Epoch(val) [45][3757] top1_acc: 0.7037, top5_acc: 0.8942, mean_class_accuracy: 0.7036 2021-02-11 16:26:45,065 - mmaction - INFO - Epoch [46][20/3757] lr: 1.000e-04, eta: 2:38:54, time: 6.149, data_time: 5.628, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0122, loss: 1.0122, grad_norm: 6.6430 2021-02-11 16:26:54,310 - mmaction - INFO - Epoch [46][40/3757] lr: 1.000e-04, eta: 2:38:43, time: 0.463, data_time: 0.003, memory: 7076, top1_acc: 0.7430, top5_acc: 0.8930, loss_cls: 1.0400, loss: 1.0400, grad_norm: 6.5385 2021-02-11 16:27:03,798 - mmaction - INFO - Epoch [46][60/3757] lr: 1.000e-04, eta: 2:38:33, time: 0.473, data_time: 0.041, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9094, loss_cls: 1.0040, loss: 1.0040, grad_norm: 6.5968 2021-02-11 16:27:13,284 - mmaction - INFO - Epoch [46][80/3757] lr: 1.000e-04, eta: 2:38:23, time: 0.476, data_time: 0.019, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9016, loss_cls: 0.9983, loss: 0.9983, grad_norm: 6.8906 2021-02-11 16:27:23,124 - mmaction - INFO - Epoch [46][100/3757] lr: 1.000e-04, eta: 2:38:13, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9156, loss_cls: 0.9213, loss: 0.9213, grad_norm: 6.1789 2021-02-11 16:27:31,573 - mmaction - INFO - Epoch [46][120/3757] lr: 1.000e-04, eta: 2:38:02, time: 0.426, data_time: 0.003, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9478, loss: 0.9478, grad_norm: 6.3865 2021-02-11 16:27:41,017 - mmaction - INFO - Epoch [46][140/3757] lr: 1.000e-04, eta: 2:37:52, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9055, loss_cls: 1.0864, loss: 1.0864, grad_norm: 6.8677 2021-02-11 16:27:50,896 - mmaction - INFO - Epoch [46][160/3757] lr: 1.000e-04, eta: 2:37:42, time: 0.496, data_time: 0.005, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9195, loss_cls: 0.9440, loss: 0.9440, grad_norm: 6.5470 2021-02-11 16:28:01,102 - mmaction - INFO - Epoch [46][180/3757] lr: 1.000e-04, eta: 2:37:32, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 0.9841, loss: 0.9841, grad_norm: 6.8126 2021-02-11 16:28:10,818 - mmaction - INFO - Epoch [46][200/3757] lr: 1.000e-04, eta: 2:37:21, time: 0.487, data_time: 0.003, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9102, loss_cls: 0.9875, loss: 0.9875, grad_norm: 6.6271 2021-02-11 16:28:19,710 - mmaction - INFO - Epoch [46][220/3757] lr: 1.000e-04, eta: 2:37:11, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9313, loss_cls: 0.8947, loss: 0.8947, grad_norm: 6.5635 2021-02-11 16:28:29,791 - mmaction - INFO - Epoch [46][240/3757] lr: 1.000e-04, eta: 2:37:01, time: 0.506, data_time: 0.005, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9485, loss: 0.9485, grad_norm: 6.5075 2021-02-11 16:28:38,758 - mmaction - INFO - Epoch [46][260/3757] lr: 1.000e-04, eta: 2:36:51, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9094, loss_cls: 1.0111, loss: 1.0111, grad_norm: 7.0360 2021-02-11 16:28:47,829 - mmaction - INFO - Epoch [46][280/3757] lr: 1.000e-04, eta: 2:36:40, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9164, loss_cls: 0.9070, loss: 0.9070, grad_norm: 6.4504 2021-02-11 16:28:57,856 - mmaction - INFO - Epoch [46][300/3757] lr: 1.000e-04, eta: 2:36:30, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9070, loss_cls: 0.9810, loss: 0.9810, grad_norm: 6.4487 2021-02-11 16:29:07,232 - mmaction - INFO - Epoch [46][320/3757] lr: 1.000e-04, eta: 2:36:20, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9164, loss_cls: 0.9844, loss: 0.9844, grad_norm: 6.7146 2021-02-11 16:29:16,496 - mmaction - INFO - Epoch [46][340/3757] lr: 1.000e-04, eta: 2:36:10, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0467, loss: 1.0467, grad_norm: 6.7670 2021-02-11 16:29:26,202 - mmaction - INFO - Epoch [46][360/3757] lr: 1.000e-04, eta: 2:36:00, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9180, loss_cls: 0.9288, loss: 0.9288, grad_norm: 6.3982 2021-02-11 16:29:36,078 - mmaction - INFO - Epoch [46][380/3757] lr: 1.000e-04, eta: 2:35:49, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9281, loss_cls: 0.8850, loss: 0.8850, grad_norm: 6.3147 2021-02-11 16:29:45,854 - mmaction - INFO - Epoch [46][400/3757] lr: 1.000e-04, eta: 2:35:39, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9078, loss_cls: 0.9974, loss: 0.9974, grad_norm: 6.7776 2021-02-11 16:29:55,128 - mmaction - INFO - Epoch [46][420/3757] lr: 1.000e-04, eta: 2:35:29, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9133, loss_cls: 0.9806, loss: 0.9806, grad_norm: 6.6118 2021-02-11 16:30:05,164 - mmaction - INFO - Epoch [46][440/3757] lr: 1.000e-04, eta: 2:35:19, time: 0.502, data_time: 0.109, memory: 7076, top1_acc: 0.7453, top5_acc: 0.8977, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.5301 2021-02-11 16:30:14,004 - mmaction - INFO - Epoch [46][460/3757] lr: 1.000e-04, eta: 2:35:08, time: 0.442, data_time: 0.039, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 0.9820, loss: 0.9820, grad_norm: 6.5390 2021-02-11 16:30:23,508 - mmaction - INFO - Epoch [46][480/3757] lr: 1.000e-04, eta: 2:34:58, time: 0.476, data_time: 0.016, memory: 7076, top1_acc: 0.7195, top5_acc: 0.9117, loss_cls: 1.0423, loss: 1.0423, grad_norm: 6.7856 2021-02-11 16:30:33,064 - mmaction - INFO - Epoch [46][500/3757] lr: 1.000e-04, eta: 2:34:48, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.9079, loss: 0.9079, grad_norm: 6.5011 2021-02-11 16:30:42,712 - mmaction - INFO - Epoch [46][520/3757] lr: 1.000e-04, eta: 2:34:38, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.0493, loss: 1.0493, grad_norm: 6.7971 2021-02-11 16:30:51,378 - mmaction - INFO - Epoch [46][540/3757] lr: 1.000e-04, eta: 2:34:27, time: 0.433, data_time: 0.001, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9242, loss_cls: 0.9105, loss: 0.9105, grad_norm: 6.5455 2021-02-11 16:31:01,415 - mmaction - INFO - Epoch [46][560/3757] lr: 1.000e-04, eta: 2:34:17, time: 0.501, data_time: 0.020, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9094, loss_cls: 0.9918, loss: 0.9918, grad_norm: 6.7687 2021-02-11 16:31:11,284 - mmaction - INFO - Epoch [46][580/3757] lr: 1.000e-04, eta: 2:34:07, time: 0.495, data_time: 0.003, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9203, loss_cls: 0.9902, loss: 0.9902, grad_norm: 6.6026 2021-02-11 16:31:21,163 - mmaction - INFO - Epoch [46][600/3757] lr: 1.000e-04, eta: 2:33:57, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9385, loss: 0.9385, grad_norm: 6.5291 2021-02-11 16:31:29,803 - mmaction - INFO - Epoch [46][620/3757] lr: 1.000e-04, eta: 2:33:47, time: 0.432, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9305, loss_cls: 0.9127, loss: 0.9127, grad_norm: 6.4888 2021-02-11 16:31:39,243 - mmaction - INFO - Epoch [46][640/3757] lr: 1.000e-04, eta: 2:33:36, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9180, loss_cls: 0.9368, loss: 0.9368, grad_norm: 6.5505 2021-02-11 16:31:48,386 - mmaction - INFO - Epoch [46][660/3757] lr: 1.000e-04, eta: 2:33:26, time: 0.461, data_time: 0.006, memory: 7076, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.9310, loss: 0.9310, grad_norm: 6.5204 2021-02-11 16:31:57,894 - mmaction - INFO - Epoch [46][680/3757] lr: 1.000e-04, eta: 2:33:16, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9391, loss: 0.9391, grad_norm: 6.4179 2021-02-11 16:32:07,264 - mmaction - INFO - Epoch [46][700/3757] lr: 1.000e-04, eta: 2:33:06, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9187, loss_cls: 0.9550, loss: 0.9550, grad_norm: 6.5782 2021-02-11 16:32:17,030 - mmaction - INFO - Epoch [46][720/3757] lr: 1.000e-04, eta: 2:32:55, time: 0.487, data_time: 0.085, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9148, loss_cls: 0.9440, loss: 0.9440, grad_norm: 6.4972 2021-02-11 16:32:27,469 - mmaction - INFO - Epoch [46][740/3757] lr: 1.000e-04, eta: 2:32:45, time: 0.522, data_time: 0.047, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9250, loss_cls: 0.9451, loss: 0.9451, grad_norm: 6.7041 2021-02-11 16:32:36,442 - mmaction - INFO - Epoch [46][760/3757] lr: 1.000e-04, eta: 2:32:35, time: 0.449, data_time: 0.035, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9133, loss_cls: 1.0188, loss: 1.0188, grad_norm: 6.7799 2021-02-11 16:32:45,745 - mmaction - INFO - Epoch [46][780/3757] lr: 1.000e-04, eta: 2:32:25, time: 0.465, data_time: 0.063, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9023, loss_cls: 0.9911, loss: 0.9911, grad_norm: 6.6378 2021-02-11 16:32:54,983 - mmaction - INFO - Epoch [46][800/3757] lr: 1.000e-04, eta: 2:32:14, time: 0.463, data_time: 0.039, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.6354 2021-02-11 16:33:04,875 - mmaction - INFO - Epoch [46][820/3757] lr: 1.000e-04, eta: 2:32:04, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 0.9819, loss: 0.9819, grad_norm: 6.6237 2021-02-11 16:33:14,877 - mmaction - INFO - Epoch [46][840/3757] lr: 1.000e-04, eta: 2:31:54, time: 0.500, data_time: 0.004, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9117, loss_cls: 0.9844, loss: 0.9844, grad_norm: 6.6296 2021-02-11 16:33:24,231 - mmaction - INFO - Epoch [46][860/3757] lr: 1.000e-04, eta: 2:31:44, time: 0.468, data_time: 0.002, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9186, loss: 0.9186, grad_norm: 6.4536 2021-02-11 16:33:34,000 - mmaction - INFO - Epoch [46][880/3757] lr: 1.000e-04, eta: 2:31:34, time: 0.489, data_time: 0.064, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9172, loss_cls: 0.9666, loss: 0.9666, grad_norm: 6.6491 2021-02-11 16:33:44,658 - mmaction - INFO - Epoch [46][900/3757] lr: 1.000e-04, eta: 2:31:24, time: 0.529, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9078, loss_cls: 0.9636, loss: 0.9636, grad_norm: 6.5813 2021-02-11 16:33:53,301 - mmaction - INFO - Epoch [46][920/3757] lr: 1.000e-04, eta: 2:31:13, time: 0.435, data_time: 0.005, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9125, loss_cls: 1.0046, loss: 1.0046, grad_norm: 6.6803 2021-02-11 16:34:02,735 - mmaction - INFO - Epoch [46][940/3757] lr: 1.000e-04, eta: 2:31:03, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 0.9991, loss: 0.9991, grad_norm: 6.6225 2021-02-11 16:34:12,191 - mmaction - INFO - Epoch [46][960/3757] lr: 1.000e-04, eta: 2:30:53, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9109, loss_cls: 0.9621, loss: 0.9621, grad_norm: 6.5355 2021-02-11 16:34:21,443 - mmaction - INFO - Epoch [46][980/3757] lr: 1.000e-04, eta: 2:30:43, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9890, loss: 0.9890, grad_norm: 6.8519 2021-02-11 16:34:30,635 - mmaction - INFO - Epoch [46][1000/3757] lr: 1.000e-04, eta: 2:30:32, time: 0.470, data_time: 0.012, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9086, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.5055 2021-02-11 16:34:40,239 - mmaction - INFO - Epoch [46][1020/3757] lr: 1.000e-04, eta: 2:30:22, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.7773, top5_acc: 0.9203, loss_cls: 0.9001, loss: 0.9001, grad_norm: 6.6525 2021-02-11 16:34:49,912 - mmaction - INFO - Epoch [46][1040/3757] lr: 1.000e-04, eta: 2:30:12, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9250, loss_cls: 0.9282, loss: 0.9282, grad_norm: 6.5463 2021-02-11 16:34:59,954 - mmaction - INFO - Epoch [46][1060/3757] lr: 1.000e-04, eta: 2:30:02, time: 0.501, data_time: 0.033, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9133, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.7248 2021-02-11 16:35:11,051 - mmaction - INFO - Epoch [46][1080/3757] lr: 1.000e-04, eta: 2:29:52, time: 0.555, data_time: 0.002, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9683, loss: 0.9683, grad_norm: 6.5965 2021-02-11 16:35:19,505 - mmaction - INFO - Epoch [46][1100/3757] lr: 1.000e-04, eta: 2:29:41, time: 0.422, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9677, loss: 0.9677, grad_norm: 6.7433 2021-02-11 16:35:28,850 - mmaction - INFO - Epoch [46][1120/3757] lr: 1.000e-04, eta: 2:29:31, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9102, loss_cls: 0.9730, loss: 0.9730, grad_norm: 6.6355 2021-02-11 16:35:38,942 - mmaction - INFO - Epoch [46][1140/3757] lr: 1.000e-04, eta: 2:29:21, time: 0.506, data_time: 0.063, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9471, loss: 0.9471, grad_norm: 6.5713 2021-02-11 16:35:48,825 - mmaction - INFO - Epoch [46][1160/3757] lr: 1.000e-04, eta: 2:29:11, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9148, loss_cls: 0.9519, loss: 0.9519, grad_norm: 6.7329 2021-02-11 16:35:58,274 - mmaction - INFO - Epoch [46][1180/3757] lr: 1.000e-04, eta: 2:29:00, time: 0.474, data_time: 0.004, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9242, loss_cls: 0.9494, loss: 0.9494, grad_norm: 6.6428 2021-02-11 16:36:07,834 - mmaction - INFO - Epoch [46][1200/3757] lr: 1.000e-04, eta: 2:28:50, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9086, loss_cls: 0.9749, loss: 0.9749, grad_norm: 6.4689 2021-02-11 16:36:17,888 - mmaction - INFO - Epoch [46][1220/3757] lr: 1.000e-04, eta: 2:28:40, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.6058 2021-02-11 16:36:27,142 - mmaction - INFO - Epoch [46][1240/3757] lr: 1.000e-04, eta: 2:28:30, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9086, loss_cls: 0.9948, loss: 0.9948, grad_norm: 6.6567 2021-02-11 16:36:37,108 - mmaction - INFO - Epoch [46][1260/3757] lr: 1.000e-04, eta: 2:28:20, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9172, loss_cls: 0.9915, loss: 0.9915, grad_norm: 6.8416 2021-02-11 16:36:46,210 - mmaction - INFO - Epoch [46][1280/3757] lr: 1.000e-04, eta: 2:28:09, time: 0.455, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9164, loss_cls: 0.9549, loss: 0.9549, grad_norm: 6.4784 2021-02-11 16:36:55,169 - mmaction - INFO - Epoch [46][1300/3757] lr: 1.000e-04, eta: 2:27:59, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.6534 2021-02-11 16:37:05,436 - mmaction - INFO - Epoch [46][1320/3757] lr: 1.000e-04, eta: 2:27:49, time: 0.513, data_time: 0.004, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9102, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.7102 2021-02-11 16:37:13,864 - mmaction - INFO - Epoch [46][1340/3757] lr: 1.000e-04, eta: 2:27:39, time: 0.421, data_time: 0.008, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 0.9697, loss: 0.9697, grad_norm: 6.3612 2021-02-11 16:37:24,352 - mmaction - INFO - Epoch [46][1360/3757] lr: 1.000e-04, eta: 2:27:28, time: 0.518, data_time: 0.062, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9000, loss_cls: 1.0422, loss: 1.0422, grad_norm: 6.8672 2021-02-11 16:37:32,861 - mmaction - INFO - Epoch [46][1380/3757] lr: 1.000e-04, eta: 2:27:18, time: 0.432, data_time: 0.030, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9698, loss: 0.9698, grad_norm: 6.6575 2021-02-11 16:37:42,487 - mmaction - INFO - Epoch [46][1400/3757] lr: 1.000e-04, eta: 2:27:08, time: 0.481, data_time: 0.003, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9062, loss_cls: 0.9512, loss: 0.9512, grad_norm: 6.2432 2021-02-11 16:37:52,339 - mmaction - INFO - Epoch [46][1420/3757] lr: 1.000e-04, eta: 2:26:58, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9148, loss_cls: 0.9820, loss: 0.9820, grad_norm: 6.6839 2021-02-11 16:38:01,217 - mmaction - INFO - Epoch [46][1440/3757] lr: 1.000e-04, eta: 2:26:47, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9172, loss_cls: 0.9417, loss: 0.9417, grad_norm: 6.4995 2021-02-11 16:38:11,197 - mmaction - INFO - Epoch [46][1460/3757] lr: 1.000e-04, eta: 2:26:37, time: 0.499, data_time: 0.003, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9195, loss_cls: 0.9528, loss: 0.9528, grad_norm: 6.6584 2021-02-11 16:38:19,712 - mmaction - INFO - Epoch [46][1480/3757] lr: 1.000e-04, eta: 2:26:27, time: 0.425, data_time: 0.067, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9141, loss_cls: 1.0006, loss: 1.0006, grad_norm: 6.5729 2021-02-11 16:38:30,414 - mmaction - INFO - Epoch [46][1500/3757] lr: 1.000e-04, eta: 2:26:17, time: 0.535, data_time: 0.057, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9039, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.6978 2021-02-11 16:38:39,126 - mmaction - INFO - Epoch [46][1520/3757] lr: 1.000e-04, eta: 2:26:07, time: 0.436, data_time: 0.002, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.9277, loss: 0.9277, grad_norm: 6.4874 2021-02-11 16:38:49,872 - mmaction - INFO - Epoch [46][1540/3757] lr: 1.000e-04, eta: 2:25:57, time: 0.537, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.6782 2021-02-11 16:38:59,144 - mmaction - INFO - Epoch [46][1560/3757] lr: 1.000e-04, eta: 2:25:46, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9094, loss_cls: 0.9608, loss: 0.9608, grad_norm: 6.5317 2021-02-11 16:39:09,717 - mmaction - INFO - Epoch [46][1580/3757] lr: 1.000e-04, eta: 2:25:36, time: 0.528, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0350, loss: 1.0350, grad_norm: 6.7164 2021-02-11 16:39:17,745 - mmaction - INFO - Epoch [46][1600/3757] lr: 1.000e-04, eta: 2:25:26, time: 0.403, data_time: 0.006, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9086, loss_cls: 1.0192, loss: 1.0192, grad_norm: 6.7802 2021-02-11 16:39:28,783 - mmaction - INFO - Epoch [46][1620/3757] lr: 1.000e-04, eta: 2:25:16, time: 0.551, data_time: 0.041, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9141, loss_cls: 0.9811, loss: 0.9811, grad_norm: 6.8383 2021-02-11 16:39:36,859 - mmaction - INFO - Epoch [46][1640/3757] lr: 1.000e-04, eta: 2:25:05, time: 0.404, data_time: 0.007, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9055, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.7844 2021-02-11 16:39:47,140 - mmaction - INFO - Epoch [46][1660/3757] lr: 1.000e-04, eta: 2:24:55, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9156, loss_cls: 0.9307, loss: 0.9307, grad_norm: 6.4766 2021-02-11 16:39:56,463 - mmaction - INFO - Epoch [46][1680/3757] lr: 1.000e-04, eta: 2:24:45, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9070, loss_cls: 0.9993, loss: 0.9993, grad_norm: 6.6837 2021-02-11 16:40:06,174 - mmaction - INFO - Epoch [46][1700/3757] lr: 1.000e-04, eta: 2:24:35, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9211, loss_cls: 0.9485, loss: 0.9485, grad_norm: 6.4770 2021-02-11 16:40:16,323 - mmaction - INFO - Epoch [46][1720/3757] lr: 1.000e-04, eta: 2:24:25, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9273, loss_cls: 0.8993, loss: 0.8993, grad_norm: 6.4382 2021-02-11 16:40:26,136 - mmaction - INFO - Epoch [46][1740/3757] lr: 1.000e-04, eta: 2:24:14, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7773, top5_acc: 0.9320, loss_cls: 0.8849, loss: 0.8849, grad_norm: 6.2085 2021-02-11 16:40:35,368 - mmaction - INFO - Epoch [46][1760/3757] lr: 1.000e-04, eta: 2:24:04, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0491, loss: 1.0491, grad_norm: 6.8237 2021-02-11 16:40:44,914 - mmaction - INFO - Epoch [46][1780/3757] lr: 1.000e-04, eta: 2:23:54, time: 0.478, data_time: 0.002, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0386, loss: 1.0386, grad_norm: 6.9122 2021-02-11 16:40:54,543 - mmaction - INFO - Epoch [46][1800/3757] lr: 1.000e-04, eta: 2:23:44, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7656, top5_acc: 0.9102, loss_cls: 0.9755, loss: 0.9755, grad_norm: 6.5729 2021-02-11 16:41:03,973 - mmaction - INFO - Epoch [46][1820/3757] lr: 1.000e-04, eta: 2:23:34, time: 0.472, data_time: 0.002, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9227, loss_cls: 0.9520, loss: 0.9520, grad_norm: 6.6385 2021-02-11 16:41:13,060 - mmaction - INFO - Epoch [46][1840/3757] lr: 1.000e-04, eta: 2:23:23, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9086, loss_cls: 0.9669, loss: 0.9669, grad_norm: 6.5432 2021-02-11 16:41:22,997 - mmaction - INFO - Epoch [46][1860/3757] lr: 1.000e-04, eta: 2:23:13, time: 0.497, data_time: 0.002, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9672, loss: 0.9672, grad_norm: 6.5988 2021-02-11 16:41:33,162 - mmaction - INFO - Epoch [46][1880/3757] lr: 1.000e-04, eta: 2:23:03, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9219, loss_cls: 0.9195, loss: 0.9195, grad_norm: 6.5843 2021-02-11 16:41:42,377 - mmaction - INFO - Epoch [46][1900/3757] lr: 1.000e-04, eta: 2:22:53, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9250, loss_cls: 0.9402, loss: 0.9402, grad_norm: 6.5530 2021-02-11 16:41:52,331 - mmaction - INFO - Epoch [46][1920/3757] lr: 1.000e-04, eta: 2:22:42, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9834, loss: 0.9834, grad_norm: 6.5540 2021-02-11 16:42:00,784 - mmaction - INFO - Epoch [46][1940/3757] lr: 1.000e-04, eta: 2:22:32, time: 0.423, data_time: 0.002, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9125, loss_cls: 0.9683, loss: 0.9683, grad_norm: 6.5001 2021-02-11 16:42:10,802 - mmaction - INFO - Epoch [46][1960/3757] lr: 1.000e-04, eta: 2:22:22, time: 0.501, data_time: 0.002, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9109, loss_cls: 1.0124, loss: 1.0124, grad_norm: 6.8469 2021-02-11 16:42:20,143 - mmaction - INFO - Epoch [46][1980/3757] lr: 1.000e-04, eta: 2:22:12, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.8977, loss_cls: 1.0307, loss: 1.0307, grad_norm: 6.6796 2021-02-11 16:42:29,275 - mmaction - INFO - Epoch [46][2000/3757] lr: 1.000e-04, eta: 2:22:02, time: 0.456, data_time: 0.002, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9227, loss_cls: 0.9013, loss: 0.9013, grad_norm: 6.4176 2021-02-11 16:42:39,166 - mmaction - INFO - Epoch [46][2020/3757] lr: 1.000e-04, eta: 2:21:51, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9195, loss_cls: 0.9416, loss: 0.9416, grad_norm: 6.6769 2021-02-11 16:42:47,651 - mmaction - INFO - Epoch [46][2040/3757] lr: 1.000e-04, eta: 2:21:41, time: 0.424, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9227, loss_cls: 0.9571, loss: 0.9571, grad_norm: 6.6499 2021-02-11 16:42:58,299 - mmaction - INFO - Epoch [46][2060/3757] lr: 1.000e-04, eta: 2:21:31, time: 0.531, data_time: 0.002, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9070, loss_cls: 1.0276, loss: 1.0276, grad_norm: 6.9673 2021-02-11 16:43:07,354 - mmaction - INFO - Epoch [46][2080/3757] lr: 1.000e-04, eta: 2:21:21, time: 0.455, data_time: 0.023, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9187, loss_cls: 0.9208, loss: 0.9208, grad_norm: 6.3679 2021-02-11 16:43:17,053 - mmaction - INFO - Epoch [46][2100/3757] lr: 1.000e-04, eta: 2:21:10, time: 0.485, data_time: 0.010, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9234, loss_cls: 0.9460, loss: 0.9460, grad_norm: 6.4653 2021-02-11 16:43:26,893 - mmaction - INFO - Epoch [46][2120/3757] lr: 1.000e-04, eta: 2:21:00, time: 0.492, data_time: 0.002, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9237, loss: 0.9237, grad_norm: 6.2767 2021-02-11 16:43:36,583 - mmaction - INFO - Epoch [46][2140/3757] lr: 1.000e-04, eta: 2:20:50, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.8938, loss_cls: 1.0505, loss: 1.0505, grad_norm: 6.8240 2021-02-11 16:43:46,504 - mmaction - INFO - Epoch [46][2160/3757] lr: 1.000e-04, eta: 2:20:40, time: 0.498, data_time: 0.003, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9133, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.7561 2021-02-11 16:43:56,070 - mmaction - INFO - Epoch [46][2180/3757] lr: 1.000e-04, eta: 2:20:30, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 0.9910, loss: 0.9910, grad_norm: 6.7943 2021-02-11 16:44:05,856 - mmaction - INFO - Epoch [46][2200/3757] lr: 1.000e-04, eta: 2:20:19, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9638, loss: 0.9638, grad_norm: 6.7504 2021-02-11 16:44:15,765 - mmaction - INFO - Epoch [46][2220/3757] lr: 1.000e-04, eta: 2:20:09, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9219, loss_cls: 0.9701, loss: 0.9701, grad_norm: 6.7427 2021-02-11 16:44:25,234 - mmaction - INFO - Epoch [46][2240/3757] lr: 1.000e-04, eta: 2:19:59, time: 0.474, data_time: 0.002, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9070, loss_cls: 0.9831, loss: 0.9831, grad_norm: 6.7923 2021-02-11 16:44:35,341 - mmaction - INFO - Epoch [46][2260/3757] lr: 1.000e-04, eta: 2:19:49, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9133, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.5059 2021-02-11 16:44:43,991 - mmaction - INFO - Epoch [46][2280/3757] lr: 1.000e-04, eta: 2:19:39, time: 0.432, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9156, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.6682 2021-02-11 16:44:54,456 - mmaction - INFO - Epoch [46][2300/3757] lr: 1.000e-04, eta: 2:19:29, time: 0.521, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9732, loss: 0.9732, grad_norm: 6.7823 2021-02-11 16:45:03,816 - mmaction - INFO - Epoch [46][2320/3757] lr: 1.000e-04, eta: 2:19:18, time: 0.466, data_time: 0.004, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9227, loss_cls: 0.8766, loss: 0.8766, grad_norm: 6.4792 2021-02-11 16:45:13,479 - mmaction - INFO - Epoch [46][2340/3757] lr: 1.000e-04, eta: 2:19:08, time: 0.488, data_time: 0.007, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9211, loss_cls: 0.9823, loss: 0.9823, grad_norm: 6.7874 2021-02-11 16:45:22,597 - mmaction - INFO - Epoch [46][2360/3757] lr: 1.000e-04, eta: 2:18:58, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9031, loss_cls: 1.0987, loss: 1.0987, grad_norm: 6.9272 2021-02-11 16:45:32,027 - mmaction - INFO - Epoch [46][2380/3757] lr: 1.000e-04, eta: 2:18:48, time: 0.471, data_time: 0.000, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9148, loss_cls: 0.9807, loss: 0.9807, grad_norm: 6.5169 2021-02-11 16:45:41,654 - mmaction - INFO - Epoch [46][2400/3757] lr: 1.000e-04, eta: 2:18:37, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.8984, loss_cls: 0.9806, loss: 0.9806, grad_norm: 6.7455 2021-02-11 16:45:50,431 - mmaction - INFO - Epoch [46][2420/3757] lr: 1.000e-04, eta: 2:18:27, time: 0.440, data_time: 0.003, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9918, loss: 0.9918, grad_norm: 6.7467 2021-02-11 16:46:00,385 - mmaction - INFO - Epoch [46][2440/3757] lr: 1.000e-04, eta: 2:18:17, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9102, loss_cls: 0.9814, loss: 0.9814, grad_norm: 6.6328 2021-02-11 16:46:10,481 - mmaction - INFO - Epoch [46][2460/3757] lr: 1.000e-04, eta: 2:18:07, time: 0.505, data_time: 0.018, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9211, loss_cls: 0.9297, loss: 0.9297, grad_norm: 6.4356 2021-02-11 16:46:19,502 - mmaction - INFO - Epoch [46][2480/3757] lr: 1.000e-04, eta: 2:17:57, time: 0.450, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9117, loss_cls: 1.0022, loss: 1.0022, grad_norm: 6.6762 2021-02-11 16:46:28,728 - mmaction - INFO - Epoch [46][2500/3757] lr: 1.000e-04, eta: 2:17:46, time: 0.463, data_time: 0.002, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9070, loss_cls: 1.0345, loss: 1.0345, grad_norm: 6.8228 2021-02-11 16:46:38,128 - mmaction - INFO - Epoch [46][2520/3757] lr: 1.000e-04, eta: 2:17:36, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9148, loss_cls: 0.9704, loss: 0.9704, grad_norm: 6.6106 2021-02-11 16:46:47,933 - mmaction - INFO - Epoch [46][2540/3757] lr: 1.000e-04, eta: 2:17:26, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7438, top5_acc: 0.8969, loss_cls: 1.0391, loss: 1.0391, grad_norm: 6.9049 2021-02-11 16:46:56,742 - mmaction - INFO - Epoch [46][2560/3757] lr: 1.000e-04, eta: 2:17:16, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9031, loss_cls: 1.0030, loss: 1.0030, grad_norm: 6.5621 2021-02-11 16:47:06,453 - mmaction - INFO - Epoch [46][2580/3757] lr: 1.000e-04, eta: 2:17:05, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.7719, top5_acc: 0.9266, loss_cls: 0.8797, loss: 0.8797, grad_norm: 6.3378 2021-02-11 16:47:16,021 - mmaction - INFO - Epoch [46][2600/3757] lr: 1.000e-04, eta: 2:16:55, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 0.9803, loss: 0.9803, grad_norm: 6.5956 2021-02-11 16:47:25,375 - mmaction - INFO - Epoch [46][2620/3757] lr: 1.000e-04, eta: 2:16:45, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9102, loss_cls: 0.9724, loss: 0.9724, grad_norm: 6.6067 2021-02-11 16:47:34,837 - mmaction - INFO - Epoch [46][2640/3757] lr: 1.000e-04, eta: 2:16:35, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9047, loss_cls: 0.9582, loss: 0.9582, grad_norm: 6.4648 2021-02-11 16:47:44,627 - mmaction - INFO - Epoch [46][2660/3757] lr: 1.000e-04, eta: 2:16:25, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9047, loss_cls: 0.9719, loss: 0.9719, grad_norm: 6.5019 2021-02-11 16:47:53,126 - mmaction - INFO - Epoch [46][2680/3757] lr: 1.000e-04, eta: 2:16:14, time: 0.424, data_time: 0.002, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0913, loss: 1.0913, grad_norm: 6.9359 2021-02-11 16:48:03,483 - mmaction - INFO - Epoch [46][2700/3757] lr: 1.000e-04, eta: 2:16:04, time: 0.519, data_time: 0.002, memory: 7076, top1_acc: 0.7188, top5_acc: 0.8961, loss_cls: 1.0531, loss: 1.0531, grad_norm: 6.8493 2021-02-11 16:48:13,606 - mmaction - INFO - Epoch [46][2720/3757] lr: 1.000e-04, eta: 2:15:54, time: 0.506, data_time: 0.004, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.9867 2021-02-11 16:48:22,661 - mmaction - INFO - Epoch [46][2740/3757] lr: 1.000e-04, eta: 2:15:44, time: 0.453, data_time: 0.023, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9039, loss_cls: 0.9849, loss: 0.9849, grad_norm: 6.6491 2021-02-11 16:48:33,055 - mmaction - INFO - Epoch [46][2760/3757] lr: 1.000e-04, eta: 2:15:34, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9055, loss_cls: 1.0328, loss: 1.0328, grad_norm: 6.8455 2021-02-11 16:48:42,022 - mmaction - INFO - Epoch [46][2780/3757] lr: 1.000e-04, eta: 2:15:23, time: 0.449, data_time: 0.002, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.6416 2021-02-11 16:48:51,712 - mmaction - INFO - Epoch [46][2800/3757] lr: 1.000e-04, eta: 2:15:13, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9180, loss_cls: 0.9955, loss: 0.9955, grad_norm: 6.7489 2021-02-11 16:49:01,362 - mmaction - INFO - Epoch [46][2820/3757] lr: 1.000e-04, eta: 2:15:03, time: 0.484, data_time: 0.006, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9148, loss_cls: 0.9451, loss: 0.9451, grad_norm: 6.6071 2021-02-11 16:49:11,500 - mmaction - INFO - Epoch [46][2840/3757] lr: 1.000e-04, eta: 2:14:53, time: 0.506, data_time: 0.000, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9133, loss_cls: 0.9362, loss: 0.9362, grad_norm: 6.4952 2021-02-11 16:49:20,841 - mmaction - INFO - Epoch [46][2860/3757] lr: 1.000e-04, eta: 2:14:43, time: 0.457, data_time: 0.010, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9203, loss_cls: 0.9513, loss: 0.9513, grad_norm: 6.6310 2021-02-11 16:49:29,811 - mmaction - INFO - Epoch [46][2880/3757] lr: 1.000e-04, eta: 2:14:32, time: 0.457, data_time: 0.010, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9449, loss: 0.9449, grad_norm: 6.6139 2021-02-11 16:49:40,420 - mmaction - INFO - Epoch [46][2900/3757] lr: 1.000e-04, eta: 2:14:22, time: 0.531, data_time: 0.002, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9219, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.6393 2021-02-11 16:49:49,825 - mmaction - INFO - Epoch [46][2920/3757] lr: 1.000e-04, eta: 2:14:12, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9424, loss: 0.9424, grad_norm: 6.5792 2021-02-11 16:49:59,217 - mmaction - INFO - Epoch [46][2940/3757] lr: 1.000e-04, eta: 2:14:02, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9910, loss: 0.9910, grad_norm: 6.8693 2021-02-11 16:50:08,831 - mmaction - INFO - Epoch [46][2960/3757] lr: 1.000e-04, eta: 2:13:52, time: 0.480, data_time: 0.002, memory: 7076, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.0792, loss: 1.0792, grad_norm: 6.9247 2021-02-11 16:50:17,894 - mmaction - INFO - Epoch [46][2980/3757] lr: 1.000e-04, eta: 2:13:41, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 1.0045, loss: 1.0045, grad_norm: 6.6445 2021-02-11 16:50:27,694 - mmaction - INFO - Epoch [46][3000/3757] lr: 1.000e-04, eta: 2:13:31, time: 0.490, data_time: 0.003, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9316, loss: 0.9316, grad_norm: 6.4723 2021-02-11 16:50:36,816 - mmaction - INFO - Epoch [46][3020/3757] lr: 1.000e-04, eta: 2:13:21, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9062, loss_cls: 0.9765, loss: 0.9765, grad_norm: 6.9271 2021-02-11 16:50:45,831 - mmaction - INFO - Epoch [46][3040/3757] lr: 1.000e-04, eta: 2:13:11, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9681, loss: 0.9681, grad_norm: 6.7031 2021-02-11 16:50:55,184 - mmaction - INFO - Epoch [46][3060/3757] lr: 1.000e-04, eta: 2:13:00, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.9206 2021-02-11 16:51:04,599 - mmaction - INFO - Epoch [46][3080/3757] lr: 1.000e-04, eta: 2:12:50, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9078, loss_cls: 0.9686, loss: 0.9686, grad_norm: 6.3903 2021-02-11 16:51:13,899 - mmaction - INFO - Epoch [46][3100/3757] lr: 1.000e-04, eta: 2:12:40, time: 0.467, data_time: 0.003, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9219, loss_cls: 0.9200, loss: 0.9200, grad_norm: 6.6039 2021-02-11 16:51:24,038 - mmaction - INFO - Epoch [46][3120/3757] lr: 1.000e-04, eta: 2:12:30, time: 0.507, data_time: 0.028, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9195, loss_cls: 0.9381, loss: 0.9381, grad_norm: 6.4722 2021-02-11 16:51:33,548 - mmaction - INFO - Epoch [46][3140/3757] lr: 1.000e-04, eta: 2:12:20, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9187, loss_cls: 0.9777, loss: 0.9777, grad_norm: 6.7609 2021-02-11 16:51:42,939 - mmaction - INFO - Epoch [46][3160/3757] lr: 1.000e-04, eta: 2:12:09, time: 0.470, data_time: 0.002, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9062, loss_cls: 0.9857, loss: 0.9857, grad_norm: 6.7361 2021-02-11 16:51:52,362 - mmaction - INFO - Epoch [46][3180/3757] lr: 1.000e-04, eta: 2:11:59, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 1.0085, loss: 1.0085, grad_norm: 6.7105 2021-02-11 16:52:01,791 - mmaction - INFO - Epoch [46][3200/3757] lr: 1.000e-04, eta: 2:11:49, time: 0.475, data_time: 0.006, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.9074 2021-02-11 16:52:10,940 - mmaction - INFO - Epoch [46][3220/3757] lr: 1.000e-04, eta: 2:11:39, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9546, loss: 0.9546, grad_norm: 6.5350 2021-02-11 16:52:22,290 - mmaction - INFO - Epoch [46][3240/3757] lr: 1.000e-04, eta: 2:11:29, time: 0.567, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9039, loss_cls: 0.9937, loss: 0.9937, grad_norm: 6.6382 2021-02-11 16:52:30,821 - mmaction - INFO - Epoch [46][3260/3757] lr: 1.000e-04, eta: 2:11:18, time: 0.427, data_time: 0.002, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9632, loss: 0.9632, grad_norm: 6.4821 2021-02-11 16:52:41,162 - mmaction - INFO - Epoch [46][3280/3757] lr: 1.000e-04, eta: 2:11:08, time: 0.508, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 1.0320, loss: 1.0320, grad_norm: 6.8547 2021-02-11 16:52:50,041 - mmaction - INFO - Epoch [46][3300/3757] lr: 1.000e-04, eta: 2:10:58, time: 0.454, data_time: 0.011, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9086, loss_cls: 0.9991, loss: 0.9991, grad_norm: 6.9054 2021-02-11 16:53:00,212 - mmaction - INFO - Epoch [46][3320/3757] lr: 1.000e-04, eta: 2:10:48, time: 0.508, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.5954 2021-02-11 16:53:08,822 - mmaction - INFO - Epoch [46][3340/3757] lr: 1.000e-04, eta: 2:10:38, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9117, loss_cls: 0.9767, loss: 0.9767, grad_norm: 6.6219 2021-02-11 16:53:18,258 - mmaction - INFO - Epoch [46][3360/3757] lr: 1.000e-04, eta: 2:10:27, time: 0.472, data_time: 0.057, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9456, loss: 0.9456, grad_norm: 6.7186 2021-02-11 16:53:28,152 - mmaction - INFO - Epoch [46][3380/3757] lr: 1.000e-04, eta: 2:10:17, time: 0.493, data_time: 0.010, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9211, loss_cls: 0.9350, loss: 0.9350, grad_norm: 6.5043 2021-02-11 16:53:37,322 - mmaction - INFO - Epoch [46][3400/3757] lr: 1.000e-04, eta: 2:10:07, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.6207 2021-02-11 16:53:46,686 - mmaction - INFO - Epoch [46][3420/3757] lr: 1.000e-04, eta: 2:09:57, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7773, top5_acc: 0.9156, loss_cls: 0.8809, loss: 0.8809, grad_norm: 6.3044 2021-02-11 16:53:56,501 - mmaction - INFO - Epoch [46][3440/3757] lr: 1.000e-04, eta: 2:09:47, time: 0.491, data_time: 0.001, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9102, loss_cls: 0.9988, loss: 0.9988, grad_norm: 6.7578 2021-02-11 16:54:06,482 - mmaction - INFO - Epoch [46][3460/3757] lr: 1.000e-04, eta: 2:09:36, time: 0.498, data_time: 0.002, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9297, loss_cls: 0.9357, loss: 0.9357, grad_norm: 6.6784 2021-02-11 16:54:15,425 - mmaction - INFO - Epoch [46][3480/3757] lr: 1.000e-04, eta: 2:09:26, time: 0.448, data_time: 0.002, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9094, loss_cls: 0.9766, loss: 0.9766, grad_norm: 6.6785 2021-02-11 16:54:24,809 - mmaction - INFO - Epoch [46][3500/3757] lr: 1.000e-04, eta: 2:09:16, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 1.0231, loss: 1.0231, grad_norm: 6.6756 2021-02-11 16:54:35,382 - mmaction - INFO - Epoch [46][3520/3757] lr: 1.000e-04, eta: 2:09:06, time: 0.529, data_time: 0.001, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9070, loss_cls: 1.0561, loss: 1.0561, grad_norm: 6.8553 2021-02-11 16:54:44,327 - mmaction - INFO - Epoch [46][3540/3757] lr: 1.000e-04, eta: 2:08:56, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0177, loss: 1.0177, grad_norm: 6.8345 2021-02-11 16:54:53,454 - mmaction - INFO - Epoch [46][3560/3757] lr: 1.000e-04, eta: 2:08:45, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.8969, loss_cls: 1.0064, loss: 1.0064, grad_norm: 6.5772 2021-02-11 16:55:03,268 - mmaction - INFO - Epoch [46][3580/3757] lr: 1.000e-04, eta: 2:08:35, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 0.9623, loss: 0.9623, grad_norm: 6.7151 2021-02-11 16:55:13,559 - mmaction - INFO - Epoch [46][3600/3757] lr: 1.000e-04, eta: 2:08:25, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9837, loss: 0.9837, grad_norm: 6.7541 2021-02-11 16:55:22,015 - mmaction - INFO - Epoch [46][3620/3757] lr: 1.000e-04, eta: 2:08:15, time: 0.425, data_time: 0.004, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9094, loss_cls: 1.0611, loss: 1.0611, grad_norm: 7.1136 2021-02-11 16:55:32,148 - mmaction - INFO - Epoch [46][3640/3757] lr: 1.000e-04, eta: 2:08:04, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9094, loss_cls: 0.9655, loss: 0.9655, grad_norm: 6.5834 2021-02-11 16:55:41,496 - mmaction - INFO - Epoch [46][3660/3757] lr: 1.000e-04, eta: 2:07:54, time: 0.467, data_time: 0.021, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9172, loss_cls: 0.9628, loss: 0.9628, grad_norm: 6.4823 2021-02-11 16:55:51,147 - mmaction - INFO - Epoch [46][3680/3757] lr: 1.000e-04, eta: 2:07:44, time: 0.484, data_time: 0.049, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9133, loss_cls: 0.9658, loss: 0.9658, grad_norm: 6.5801 2021-02-11 16:56:00,707 - mmaction - INFO - Epoch [46][3700/3757] lr: 1.000e-04, eta: 2:07:34, time: 0.478, data_time: 0.051, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9078, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.8907 2021-02-11 16:56:11,407 - mmaction - INFO - Epoch [46][3720/3757] lr: 1.000e-04, eta: 2:07:24, time: 0.535, data_time: 0.002, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.6686 2021-02-11 16:56:21,481 - mmaction - INFO - Epoch [46][3740/3757] lr: 1.000e-04, eta: 2:07:14, time: 0.504, data_time: 0.005, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9109, loss_cls: 0.9466, loss: 0.9466, grad_norm: 6.6045 2021-02-11 16:59:34,594 - mmaction - INFO - Epoch [47][20/3757] lr: 1.000e-04, eta: 2:07:08, time: 8.763, data_time: 8.226, memory: 7076, top1_acc: 0.7719, top5_acc: 0.9344, loss_cls: 0.8814, loss: 0.8814, grad_norm: 6.3870 2021-02-11 16:59:43,591 - mmaction - INFO - Epoch [47][40/3757] lr: 1.000e-04, eta: 2:06:58, time: 0.450, data_time: 0.004, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9227, loss_cls: 0.9008, loss: 0.9008, grad_norm: 6.4944 2021-02-11 16:59:53,446 - mmaction - INFO - Epoch [47][60/3757] lr: 1.000e-04, eta: 2:06:48, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9156, loss_cls: 0.9374, loss: 0.9374, grad_norm: 6.6035 2021-02-11 17:00:03,146 - mmaction - INFO - Epoch [47][80/3757] lr: 1.000e-04, eta: 2:06:38, time: 0.485, data_time: 0.093, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 1.0090, loss: 1.0090, grad_norm: 6.7737 2021-02-11 17:00:12,988 - mmaction - INFO - Epoch [47][100/3757] lr: 1.000e-04, eta: 2:06:28, time: 0.492, data_time: 0.059, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 0.9647, loss: 0.9647, grad_norm: 6.6443 2021-02-11 17:00:21,939 - mmaction - INFO - Epoch [47][120/3757] lr: 1.000e-04, eta: 2:06:17, time: 0.448, data_time: 0.009, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9250, loss_cls: 0.9409, loss: 0.9409, grad_norm: 6.7052 2021-02-11 17:00:31,495 - mmaction - INFO - Epoch [47][140/3757] lr: 1.000e-04, eta: 2:06:07, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9195, loss_cls: 0.8957, loss: 0.8957, grad_norm: 6.5764 2021-02-11 17:00:40,821 - mmaction - INFO - Epoch [47][160/3757] lr: 1.000e-04, eta: 2:05:57, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9117, loss_cls: 0.9736, loss: 0.9736, grad_norm: 6.5932 2021-02-11 17:00:49,672 - mmaction - INFO - Epoch [47][180/3757] lr: 1.000e-04, eta: 2:05:47, time: 0.442, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 0.9567, loss: 0.9567, grad_norm: 6.6377 2021-02-11 17:00:59,841 - mmaction - INFO - Epoch [47][200/3757] lr: 1.000e-04, eta: 2:05:36, time: 0.508, data_time: 0.002, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9281, loss_cls: 0.8820, loss: 0.8820, grad_norm: 6.4103 2021-02-11 17:01:09,759 - mmaction - INFO - Epoch [47][220/3757] lr: 1.000e-04, eta: 2:05:26, time: 0.497, data_time: 0.002, memory: 7076, top1_acc: 0.7320, top5_acc: 0.9094, loss_cls: 0.9854, loss: 0.9854, grad_norm: 6.6485 2021-02-11 17:01:18,108 - mmaction - INFO - Epoch [47][240/3757] lr: 1.000e-04, eta: 2:05:16, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9227, loss_cls: 0.9259, loss: 0.9259, grad_norm: 6.5496 2021-02-11 17:01:27,556 - mmaction - INFO - Epoch [47][260/3757] lr: 1.000e-04, eta: 2:05:06, time: 0.470, data_time: 0.000, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.8176 2021-02-11 17:01:37,422 - mmaction - INFO - Epoch [47][280/3757] lr: 1.000e-04, eta: 2:04:55, time: 0.494, data_time: 0.003, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.6921 2021-02-11 17:01:47,438 - mmaction - INFO - Epoch [47][300/3757] lr: 1.000e-04, eta: 2:04:45, time: 0.502, data_time: 0.002, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.8731 2021-02-11 17:01:57,320 - mmaction - INFO - Epoch [47][320/3757] lr: 1.000e-04, eta: 2:04:35, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9187, loss_cls: 0.9710, loss: 0.9710, grad_norm: 6.7289 2021-02-11 17:02:06,997 - mmaction - INFO - Epoch [47][340/3757] lr: 1.000e-04, eta: 2:04:25, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9102, loss_cls: 0.9637, loss: 0.9637, grad_norm: 6.5540 2021-02-11 17:02:16,609 - mmaction - INFO - Epoch [47][360/3757] lr: 1.000e-04, eta: 2:04:15, time: 0.481, data_time: 0.007, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9125, loss_cls: 1.0437, loss: 1.0437, grad_norm: 7.1065 2021-02-11 17:02:25,684 - mmaction - INFO - Epoch [47][380/3757] lr: 1.000e-04, eta: 2:04:04, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9172, loss_cls: 0.9980, loss: 0.9980, grad_norm: 6.8819 2021-02-11 17:02:34,713 - mmaction - INFO - Epoch [47][400/3757] lr: 1.000e-04, eta: 2:03:54, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 1.0279, loss: 1.0279, grad_norm: 6.7992 2021-02-11 17:02:44,761 - mmaction - INFO - Epoch [47][420/3757] lr: 1.000e-04, eta: 2:03:44, time: 0.500, data_time: 0.002, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9164, loss_cls: 0.9419, loss: 0.9419, grad_norm: 6.5215 2021-02-11 17:02:54,428 - mmaction - INFO - Epoch [47][440/3757] lr: 1.000e-04, eta: 2:03:34, time: 0.487, data_time: 0.004, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9250, loss_cls: 0.8993, loss: 0.8993, grad_norm: 6.3356 2021-02-11 17:03:03,538 - mmaction - INFO - Epoch [47][460/3757] lr: 1.000e-04, eta: 2:03:24, time: 0.456, data_time: 0.002, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9039, loss_cls: 1.0107, loss: 1.0107, grad_norm: 6.8244 2021-02-11 17:03:12,884 - mmaction - INFO - Epoch [47][480/3757] lr: 1.000e-04, eta: 2:03:13, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9234, loss_cls: 0.9547, loss: 0.9547, grad_norm: 6.6879 2021-02-11 17:03:23,283 - mmaction - INFO - Epoch [47][500/3757] lr: 1.000e-04, eta: 2:03:03, time: 0.513, data_time: 0.002, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 1.0285, loss: 1.0285, grad_norm: 6.8066 2021-02-11 17:03:33,134 - mmaction - INFO - Epoch [47][520/3757] lr: 1.000e-04, eta: 2:02:53, time: 0.500, data_time: 0.010, memory: 7076, top1_acc: 0.7305, top5_acc: 0.8930, loss_cls: 1.0785, loss: 1.0785, grad_norm: 7.0479 2021-02-11 17:03:42,422 - mmaction - INFO - Epoch [47][540/3757] lr: 1.000e-04, eta: 2:02:43, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9376, loss: 0.9376, grad_norm: 6.5736 2021-02-11 17:03:51,056 - mmaction - INFO - Epoch [47][560/3757] lr: 1.000e-04, eta: 2:02:32, time: 0.434, data_time: 0.004, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9258, loss_cls: 0.9373, loss: 0.9373, grad_norm: 6.7972 2021-02-11 17:04:01,122 - mmaction - INFO - Epoch [47][580/3757] lr: 1.000e-04, eta: 2:02:22, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9070, loss_cls: 1.0211, loss: 1.0211, grad_norm: 6.8746 2021-02-11 17:04:11,260 - mmaction - INFO - Epoch [47][600/3757] lr: 1.000e-04, eta: 2:02:12, time: 0.507, data_time: 0.017, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9047, loss_cls: 0.9657, loss: 0.9657, grad_norm: 6.5305 2021-02-11 17:04:19,497 - mmaction - INFO - Epoch [47][620/3757] lr: 1.000e-04, eta: 2:02:02, time: 0.412, data_time: 0.009, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9203, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.5545 2021-02-11 17:04:29,233 - mmaction - INFO - Epoch [47][640/3757] lr: 1.000e-04, eta: 2:01:52, time: 0.487, data_time: 0.049, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9016, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.8755 2021-02-11 17:04:38,872 - mmaction - INFO - Epoch [47][660/3757] lr: 1.000e-04, eta: 2:01:41, time: 0.482, data_time: 0.064, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 0.9538, loss: 0.9538, grad_norm: 6.6194 2021-02-11 17:04:49,014 - mmaction - INFO - Epoch [47][680/3757] lr: 1.000e-04, eta: 2:01:31, time: 0.493, data_time: 0.091, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9133, loss_cls: 0.9344, loss: 0.9344, grad_norm: 6.4548 2021-02-11 17:04:58,045 - mmaction - INFO - Epoch [47][700/3757] lr: 1.000e-04, eta: 2:01:21, time: 0.463, data_time: 0.015, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9203, loss_cls: 0.9596, loss: 0.9596, grad_norm: 6.6392 2021-02-11 17:05:08,038 - mmaction - INFO - Epoch [47][720/3757] lr: 1.000e-04, eta: 2:01:11, time: 0.502, data_time: 0.003, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9141, loss_cls: 0.9714, loss: 0.9714, grad_norm: 6.7715 2021-02-11 17:05:16,707 - mmaction - INFO - Epoch [47][740/3757] lr: 1.000e-04, eta: 2:01:00, time: 0.432, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9094, loss_cls: 1.0338, loss: 1.0338, grad_norm: 6.7646 2021-02-11 17:05:27,595 - mmaction - INFO - Epoch [47][760/3757] lr: 1.000e-04, eta: 2:00:50, time: 0.545, data_time: 0.044, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9739, loss: 0.9739, grad_norm: 6.5314 2021-02-11 17:05:35,753 - mmaction - INFO - Epoch [47][780/3757] lr: 1.000e-04, eta: 2:00:40, time: 0.409, data_time: 0.049, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9078, loss_cls: 0.9679, loss: 0.9679, grad_norm: 6.6208 2021-02-11 17:05:45,383 - mmaction - INFO - Epoch [47][800/3757] lr: 1.000e-04, eta: 2:00:30, time: 0.478, data_time: 0.107, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9094, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.8418 2021-02-11 17:05:55,350 - mmaction - INFO - Epoch [47][820/3757] lr: 1.000e-04, eta: 2:00:20, time: 0.502, data_time: 0.064, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9673, loss: 0.9673, grad_norm: 6.6132 2021-02-11 17:06:04,721 - mmaction - INFO - Epoch [47][840/3757] lr: 1.000e-04, eta: 2:00:09, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9086, loss_cls: 0.9834, loss: 0.9834, grad_norm: 6.6949 2021-02-11 17:06:14,222 - mmaction - INFO - Epoch [47][860/3757] lr: 1.000e-04, eta: 1:59:59, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9008, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.7683 2021-02-11 17:06:23,861 - mmaction - INFO - Epoch [47][880/3757] lr: 1.000e-04, eta: 1:59:49, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9266, loss_cls: 0.8920, loss: 0.8920, grad_norm: 6.2247 2021-02-11 17:06:33,727 - mmaction - INFO - Epoch [47][900/3757] lr: 1.000e-04, eta: 1:59:39, time: 0.494, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 0.9866, loss: 0.9866, grad_norm: 6.6536 2021-02-11 17:06:42,766 - mmaction - INFO - Epoch [47][920/3757] lr: 1.000e-04, eta: 1:59:29, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9354, loss: 0.9354, grad_norm: 6.5000 2021-02-11 17:06:52,166 - mmaction - INFO - Epoch [47][940/3757] lr: 1.000e-04, eta: 1:59:18, time: 0.470, data_time: 0.002, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9250, loss_cls: 0.9320, loss: 0.9320, grad_norm: 6.6549 2021-02-11 17:07:01,736 - mmaction - INFO - Epoch [47][960/3757] lr: 1.000e-04, eta: 1:59:08, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 0.9812, loss: 0.9812, grad_norm: 6.6272 2021-02-11 17:07:11,195 - mmaction - INFO - Epoch [47][980/3757] lr: 1.000e-04, eta: 1:58:58, time: 0.473, data_time: 0.020, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 0.9664, loss: 0.9664, grad_norm: 6.7584 2021-02-11 17:07:21,621 - mmaction - INFO - Epoch [47][1000/3757] lr: 1.000e-04, eta: 1:58:48, time: 0.514, data_time: 0.020, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9211, loss_cls: 0.9154, loss: 0.9154, grad_norm: 6.6497 2021-02-11 17:07:30,108 - mmaction - INFO - Epoch [47][1020/3757] lr: 1.000e-04, eta: 1:58:37, time: 0.432, data_time: 0.008, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 0.9782, loss: 0.9782, grad_norm: 6.4854 2021-02-11 17:07:40,044 - mmaction - INFO - Epoch [47][1040/3757] lr: 1.000e-04, eta: 1:58:27, time: 0.496, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9141, loss_cls: 0.9502, loss: 0.9502, grad_norm: 6.5804 2021-02-11 17:07:48,916 - mmaction - INFO - Epoch [47][1060/3757] lr: 1.000e-04, eta: 1:58:17, time: 0.445, data_time: 0.003, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.6429 2021-02-11 17:07:59,041 - mmaction - INFO - Epoch [47][1080/3757] lr: 1.000e-04, eta: 1:58:07, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9203, loss_cls: 0.9187, loss: 0.9187, grad_norm: 6.5592 2021-02-11 17:08:08,793 - mmaction - INFO - Epoch [47][1100/3757] lr: 1.000e-04, eta: 1:57:57, time: 0.489, data_time: 0.004, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9203, loss_cls: 0.9225, loss: 0.9225, grad_norm: 6.6916 2021-02-11 17:08:17,103 - mmaction - INFO - Epoch [47][1120/3757] lr: 1.000e-04, eta: 1:57:46, time: 0.415, data_time: 0.015, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9148, loss_cls: 0.9491, loss: 0.9491, grad_norm: 6.6694 2021-02-11 17:08:26,698 - mmaction - INFO - Epoch [47][1140/3757] lr: 1.000e-04, eta: 1:57:36, time: 0.480, data_time: 0.020, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9266, loss_cls: 0.9369, loss: 0.9369, grad_norm: 6.6658 2021-02-11 17:08:36,763 - mmaction - INFO - Epoch [47][1160/3757] lr: 1.000e-04, eta: 1:57:26, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9164, loss_cls: 0.9376, loss: 0.9376, grad_norm: 6.5696 2021-02-11 17:08:48,649 - mmaction - INFO - Epoch [47][1180/3757] lr: 1.000e-04, eta: 1:57:16, time: 0.593, data_time: 0.030, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 0.9643, loss: 0.9643, grad_norm: 6.6027 2021-02-11 17:08:58,462 - mmaction - INFO - Epoch [47][1200/3757] lr: 1.000e-04, eta: 1:57:06, time: 0.491, data_time: 0.032, memory: 7076, top1_acc: 0.7359, top5_acc: 0.8852, loss_cls: 1.0621, loss: 1.0621, grad_norm: 6.7002 2021-02-11 17:09:07,862 - mmaction - INFO - Epoch [47][1220/3757] lr: 1.000e-04, eta: 1:56:56, time: 0.470, data_time: 0.003, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 0.9919, loss: 0.9919, grad_norm: 6.5789 2021-02-11 17:09:17,130 - mmaction - INFO - Epoch [47][1240/3757] lr: 1.000e-04, eta: 1:56:45, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8984, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.9887 2021-02-11 17:09:27,704 - mmaction - INFO - Epoch [47][1260/3757] lr: 1.000e-04, eta: 1:56:35, time: 0.527, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9078, loss_cls: 0.9844, loss: 0.9844, grad_norm: 6.6049 2021-02-11 17:09:36,598 - mmaction - INFO - Epoch [47][1280/3757] lr: 1.000e-04, eta: 1:56:25, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9109, loss_cls: 0.9430, loss: 0.9430, grad_norm: 6.4825 2021-02-11 17:09:46,465 - mmaction - INFO - Epoch [47][1300/3757] lr: 1.000e-04, eta: 1:56:15, time: 0.493, data_time: 0.007, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9203, loss_cls: 0.9494, loss: 0.9494, grad_norm: 6.6471 2021-02-11 17:09:57,213 - mmaction - INFO - Epoch [47][1320/3757] lr: 1.000e-04, eta: 1:56:05, time: 0.536, data_time: 0.044, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9718, loss: 0.9718, grad_norm: 6.6890 2021-02-11 17:10:05,771 - mmaction - INFO - Epoch [47][1340/3757] lr: 1.000e-04, eta: 1:55:54, time: 0.430, data_time: 0.003, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9258, loss_cls: 0.8895, loss: 0.8895, grad_norm: 6.5013 2021-02-11 17:10:16,154 - mmaction - INFO - Epoch [47][1360/3757] lr: 1.000e-04, eta: 1:55:44, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9094, loss_cls: 0.9980, loss: 0.9980, grad_norm: 6.6175 2021-02-11 17:10:25,214 - mmaction - INFO - Epoch [47][1380/3757] lr: 1.000e-04, eta: 1:55:34, time: 0.453, data_time: 0.003, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9428, loss: 0.9428, grad_norm: 6.4947 2021-02-11 17:10:35,220 - mmaction - INFO - Epoch [47][1400/3757] lr: 1.000e-04, eta: 1:55:24, time: 0.500, data_time: 0.004, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9384, loss: 0.9384, grad_norm: 6.6998 2021-02-11 17:10:44,009 - mmaction - INFO - Epoch [47][1420/3757] lr: 1.000e-04, eta: 1:55:13, time: 0.440, data_time: 0.003, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 0.9882, loss: 0.9882, grad_norm: 6.7602 2021-02-11 17:10:54,122 - mmaction - INFO - Epoch [47][1440/3757] lr: 1.000e-04, eta: 1:55:03, time: 0.501, data_time: 0.007, memory: 7076, top1_acc: 0.7391, top5_acc: 0.8969, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.7764 2021-02-11 17:11:03,383 - mmaction - INFO - Epoch [47][1460/3757] lr: 1.000e-04, eta: 1:54:53, time: 0.467, data_time: 0.005, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9952, loss: 0.9952, grad_norm: 6.7812 2021-02-11 17:11:13,716 - mmaction - INFO - Epoch [47][1480/3757] lr: 1.000e-04, eta: 1:54:43, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9016, loss_cls: 0.9813, loss: 0.9813, grad_norm: 6.7035 2021-02-11 17:11:22,174 - mmaction - INFO - Epoch [47][1500/3757] lr: 1.000e-04, eta: 1:54:33, time: 0.424, data_time: 0.014, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 1.0243, loss: 1.0243, grad_norm: 6.7457 2021-02-11 17:11:32,468 - mmaction - INFO - Epoch [47][1520/3757] lr: 1.000e-04, eta: 1:54:23, time: 0.515, data_time: 0.020, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 0.9765, loss: 0.9765, grad_norm: 6.5848 2021-02-11 17:11:41,284 - mmaction - INFO - Epoch [47][1540/3757] lr: 1.000e-04, eta: 1:54:12, time: 0.441, data_time: 0.003, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9086, loss_cls: 1.0059, loss: 1.0059, grad_norm: 6.5893 2021-02-11 17:11:51,508 - mmaction - INFO - Epoch [47][1560/3757] lr: 1.000e-04, eta: 1:54:02, time: 0.512, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9055, loss_cls: 1.0030, loss: 1.0030, grad_norm: 6.8031 2021-02-11 17:11:59,743 - mmaction - INFO - Epoch [47][1580/3757] lr: 1.000e-04, eta: 1:53:52, time: 0.411, data_time: 0.001, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9109, loss_cls: 0.9511, loss: 0.9511, grad_norm: 6.5397 2021-02-11 17:12:10,038 - mmaction - INFO - Epoch [47][1600/3757] lr: 1.000e-04, eta: 1:53:42, time: 0.511, data_time: 0.025, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9458, loss: 0.9458, grad_norm: 6.3548 2021-02-11 17:12:19,580 - mmaction - INFO - Epoch [47][1620/3757] lr: 1.000e-04, eta: 1:53:31, time: 0.481, data_time: 0.006, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9644, loss: 0.9644, grad_norm: 6.6351 2021-02-11 17:12:28,874 - mmaction - INFO - Epoch [47][1640/3757] lr: 1.000e-04, eta: 1:53:21, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 1.0117, loss: 1.0117, grad_norm: 6.7401 2021-02-11 17:12:37,634 - mmaction - INFO - Epoch [47][1660/3757] lr: 1.000e-04, eta: 1:53:11, time: 0.438, data_time: 0.001, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9242, loss_cls: 0.8999, loss: 0.8999, grad_norm: 6.4509 2021-02-11 17:12:46,927 - mmaction - INFO - Epoch [47][1680/3757] lr: 1.000e-04, eta: 1:53:01, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9031, loss_cls: 1.0018, loss: 1.0018, grad_norm: 6.7673 2021-02-11 17:12:57,393 - mmaction - INFO - Epoch [47][1700/3757] lr: 1.000e-04, eta: 1:52:51, time: 0.521, data_time: 0.000, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9047, loss_cls: 1.0243, loss: 1.0243, grad_norm: 6.7101 2021-02-11 17:13:05,974 - mmaction - INFO - Epoch [47][1720/3757] lr: 1.000e-04, eta: 1:52:40, time: 0.431, data_time: 0.003, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9211, loss_cls: 0.9467, loss: 0.9467, grad_norm: 6.5372 2021-02-11 17:13:15,943 - mmaction - INFO - Epoch [47][1740/3757] lr: 1.000e-04, eta: 1:52:30, time: 0.499, data_time: 0.002, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9748, loss: 0.9748, grad_norm: 6.6693 2021-02-11 17:13:25,216 - mmaction - INFO - Epoch [47][1760/3757] lr: 1.000e-04, eta: 1:52:20, time: 0.463, data_time: 0.005, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9141, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.5733 2021-02-11 17:13:34,423 - mmaction - INFO - Epoch [47][1780/3757] lr: 1.000e-04, eta: 1:52:10, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9109, loss_cls: 0.9344, loss: 0.9344, grad_norm: 6.5888 2021-02-11 17:13:43,806 - mmaction - INFO - Epoch [47][1800/3757] lr: 1.000e-04, eta: 1:51:59, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 0.9743, loss: 0.9743, grad_norm: 6.6345 2021-02-11 17:13:53,489 - mmaction - INFO - Epoch [47][1820/3757] lr: 1.000e-04, eta: 1:51:49, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9455, loss: 0.9455, grad_norm: 6.5111 2021-02-11 17:14:02,567 - mmaction - INFO - Epoch [47][1840/3757] lr: 1.000e-04, eta: 1:51:39, time: 0.454, data_time: 0.002, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9942, loss: 0.9942, grad_norm: 6.5763 2021-02-11 17:14:12,181 - mmaction - INFO - Epoch [47][1860/3757] lr: 1.000e-04, eta: 1:51:29, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9203, loss_cls: 0.9256, loss: 0.9256, grad_norm: 6.5064 2021-02-11 17:14:21,453 - mmaction - INFO - Epoch [47][1880/3757] lr: 1.000e-04, eta: 1:51:19, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 0.9686, loss: 0.9686, grad_norm: 6.7078 2021-02-11 17:14:30,878 - mmaction - INFO - Epoch [47][1900/3757] lr: 1.000e-04, eta: 1:51:08, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9266, loss_cls: 0.9158, loss: 0.9158, grad_norm: 6.6383 2021-02-11 17:14:40,628 - mmaction - INFO - Epoch [47][1920/3757] lr: 1.000e-04, eta: 1:50:58, time: 0.488, data_time: 0.002, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9297, loss_cls: 0.9190, loss: 0.9190, grad_norm: 6.5720 2021-02-11 17:14:49,555 - mmaction - INFO - Epoch [47][1940/3757] lr: 1.000e-04, eta: 1:50:48, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9102, loss_cls: 0.9555, loss: 0.9555, grad_norm: 6.6353 2021-02-11 17:14:59,795 - mmaction - INFO - Epoch [47][1960/3757] lr: 1.000e-04, eta: 1:50:38, time: 0.510, data_time: 0.003, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9008, loss_cls: 1.0418, loss: 1.0418, grad_norm: 6.7669 2021-02-11 17:15:08,929 - mmaction - INFO - Epoch [47][1980/3757] lr: 1.000e-04, eta: 1:50:28, time: 0.460, data_time: 0.027, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 0.9998, loss: 0.9998, grad_norm: 6.8174 2021-02-11 17:15:17,759 - mmaction - INFO - Epoch [47][2000/3757] lr: 1.000e-04, eta: 1:50:17, time: 0.440, data_time: 0.015, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0170, loss: 1.0170, grad_norm: 6.7040 2021-02-11 17:15:26,981 - mmaction - INFO - Epoch [47][2020/3757] lr: 1.000e-04, eta: 1:50:07, time: 0.463, data_time: 0.003, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 0.9917, loss: 0.9917, grad_norm: 6.7289 2021-02-11 17:15:36,989 - mmaction - INFO - Epoch [47][2040/3757] lr: 1.000e-04, eta: 1:49:57, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9250, loss_cls: 0.9703, loss: 0.9703, grad_norm: 6.7539 2021-02-11 17:15:46,151 - mmaction - INFO - Epoch [47][2060/3757] lr: 1.000e-04, eta: 1:49:47, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1251, loss: 1.1251, grad_norm: 7.1197 2021-02-11 17:15:55,944 - mmaction - INFO - Epoch [47][2080/3757] lr: 1.000e-04, eta: 1:49:36, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.6762 2021-02-11 17:16:08,324 - mmaction - INFO - Epoch [47][2100/3757] lr: 1.000e-04, eta: 1:49:26, time: 0.619, data_time: 0.065, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9180, loss_cls: 0.9442, loss: 0.9442, grad_norm: 6.8099 2021-02-11 17:16:16,060 - mmaction - INFO - Epoch [47][2120/3757] lr: 1.000e-04, eta: 1:49:16, time: 0.387, data_time: 0.006, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9685, loss: 0.9685, grad_norm: 6.7304 2021-02-11 17:16:25,921 - mmaction - INFO - Epoch [47][2140/3757] lr: 1.000e-04, eta: 1:49:06, time: 0.492, data_time: 0.005, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0103, loss: 1.0103, grad_norm: 6.7140 2021-02-11 17:16:36,075 - mmaction - INFO - Epoch [47][2160/3757] lr: 1.000e-04, eta: 1:48:56, time: 0.510, data_time: 0.004, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9156, loss_cls: 0.9832, loss: 0.9832, grad_norm: 6.9420 2021-02-11 17:16:45,360 - mmaction - INFO - Epoch [47][2180/3757] lr: 1.000e-04, eta: 1:48:46, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9156, loss_cls: 0.9502, loss: 0.9502, grad_norm: 6.5714 2021-02-11 17:16:54,325 - mmaction - INFO - Epoch [47][2200/3757] lr: 1.000e-04, eta: 1:48:35, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9070, loss_cls: 0.9555, loss: 0.9555, grad_norm: 6.6498 2021-02-11 17:17:04,657 - mmaction - INFO - Epoch [47][2220/3757] lr: 1.000e-04, eta: 1:48:25, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9141, loss_cls: 1.0413, loss: 1.0413, grad_norm: 6.9309 2021-02-11 17:17:13,062 - mmaction - INFO - Epoch [47][2240/3757] lr: 1.000e-04, eta: 1:48:15, time: 0.422, data_time: 0.004, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9068, loss: 0.9068, grad_norm: 6.5331 2021-02-11 17:17:22,315 - mmaction - INFO - Epoch [47][2260/3757] lr: 1.000e-04, eta: 1:48:05, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9422, loss: 0.9422, grad_norm: 6.4858 2021-02-11 17:17:31,997 - mmaction - INFO - Epoch [47][2280/3757] lr: 1.000e-04, eta: 1:47:54, time: 0.483, data_time: 0.002, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0481, loss: 1.0481, grad_norm: 6.6987 2021-02-11 17:17:41,559 - mmaction - INFO - Epoch [47][2300/3757] lr: 1.000e-04, eta: 1:47:44, time: 0.478, data_time: 0.002, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9415, loss: 0.9415, grad_norm: 6.7212 2021-02-11 17:17:50,543 - mmaction - INFO - Epoch [47][2320/3757] lr: 1.000e-04, eta: 1:47:34, time: 0.450, data_time: 0.003, memory: 7076, top1_acc: 0.7711, top5_acc: 0.9398, loss_cls: 0.8401, loss: 0.8401, grad_norm: 6.1279 2021-02-11 17:17:59,910 - mmaction - INFO - Epoch [47][2340/3757] lr: 1.000e-04, eta: 1:47:24, time: 0.468, data_time: 0.008, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9148, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.6683 2021-02-11 17:18:09,128 - mmaction - INFO - Epoch [47][2360/3757] lr: 1.000e-04, eta: 1:47:14, time: 0.461, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9039, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.6484 2021-02-11 17:18:19,198 - mmaction - INFO - Epoch [47][2380/3757] lr: 1.000e-04, eta: 1:47:03, time: 0.503, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9195, loss_cls: 0.9471, loss: 0.9471, grad_norm: 6.6098 2021-02-11 17:18:28,011 - mmaction - INFO - Epoch [47][2400/3757] lr: 1.000e-04, eta: 1:46:53, time: 0.441, data_time: 0.003, memory: 7076, top1_acc: 0.7711, top5_acc: 0.9219, loss_cls: 0.9098, loss: 0.9098, grad_norm: 6.5376 2021-02-11 17:18:37,370 - mmaction - INFO - Epoch [47][2420/3757] lr: 1.000e-04, eta: 1:46:43, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 1.0068, loss: 1.0068, grad_norm: 6.8668 2021-02-11 17:18:46,946 - mmaction - INFO - Epoch [47][2440/3757] lr: 1.000e-04, eta: 1:46:33, time: 0.478, data_time: 0.001, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9242, loss_cls: 0.9354, loss: 0.9354, grad_norm: 6.5532 2021-02-11 17:18:55,991 - mmaction - INFO - Epoch [47][2460/3757] lr: 1.000e-04, eta: 1:46:22, time: 0.449, data_time: 0.043, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9269, loss: 0.9269, grad_norm: 6.5100 2021-02-11 17:19:06,186 - mmaction - INFO - Epoch [47][2480/3757] lr: 1.000e-04, eta: 1:46:12, time: 0.513, data_time: 0.169, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9219, loss_cls: 0.9353, loss: 0.9353, grad_norm: 6.7506 2021-02-11 17:19:14,903 - mmaction - INFO - Epoch [47][2500/3757] lr: 1.000e-04, eta: 1:46:02, time: 0.437, data_time: 0.013, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9585, loss: 0.9585, grad_norm: 6.6308 2021-02-11 17:19:25,040 - mmaction - INFO - Epoch [47][2520/3757] lr: 1.000e-04, eta: 1:45:52, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1013, loss: 1.1013, grad_norm: 7.0073 2021-02-11 17:19:33,578 - mmaction - INFO - Epoch [47][2540/3757] lr: 1.000e-04, eta: 1:45:42, time: 0.429, data_time: 0.021, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9047, loss_cls: 1.0651, loss: 1.0651, grad_norm: 6.9163 2021-02-11 17:19:43,032 - mmaction - INFO - Epoch [47][2560/3757] lr: 1.000e-04, eta: 1:45:31, time: 0.461, data_time: 0.001, memory: 7076, top1_acc: 0.7781, top5_acc: 0.9117, loss_cls: 0.9255, loss: 0.9255, grad_norm: 6.4621 2021-02-11 17:19:52,296 - mmaction - INFO - Epoch [47][2580/3757] lr: 1.000e-04, eta: 1:45:21, time: 0.475, data_time: 0.014, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9031, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.7754 2021-02-11 17:20:02,186 - mmaction - INFO - Epoch [47][2600/3757] lr: 1.000e-04, eta: 1:45:11, time: 0.495, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9094, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.6124 2021-02-11 17:20:11,280 - mmaction - INFO - Epoch [47][2620/3757] lr: 1.000e-04, eta: 1:45:01, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0543, loss: 1.0543, grad_norm: 7.0493 2021-02-11 17:20:20,795 - mmaction - INFO - Epoch [47][2640/3757] lr: 1.000e-04, eta: 1:44:51, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.7218 2021-02-11 17:20:30,238 - mmaction - INFO - Epoch [47][2660/3757] lr: 1.000e-04, eta: 1:44:40, time: 0.472, data_time: 0.002, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9234, loss_cls: 0.9193, loss: 0.9193, grad_norm: 6.4537 2021-02-11 17:20:39,842 - mmaction - INFO - Epoch [47][2680/3757] lr: 1.000e-04, eta: 1:44:30, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9023, loss_cls: 1.0052, loss: 1.0052, grad_norm: 6.7507 2021-02-11 17:20:50,004 - mmaction - INFO - Epoch [47][2700/3757] lr: 1.000e-04, eta: 1:44:20, time: 0.507, data_time: 0.150, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9156, loss_cls: 0.9648, loss: 0.9648, grad_norm: 6.8253 2021-02-11 17:20:59,030 - mmaction - INFO - Epoch [47][2720/3757] lr: 1.000e-04, eta: 1:44:10, time: 0.452, data_time: 0.078, memory: 7076, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0298, loss: 1.0298, grad_norm: 6.7593 2021-02-11 17:21:08,218 - mmaction - INFO - Epoch [47][2740/3757] lr: 1.000e-04, eta: 1:44:00, time: 0.457, data_time: 0.090, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 0.9775, loss: 0.9775, grad_norm: 6.5866 2021-02-11 17:21:17,629 - mmaction - INFO - Epoch [47][2760/3757] lr: 1.000e-04, eta: 1:43:49, time: 0.473, data_time: 0.075, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9490, loss: 0.9490, grad_norm: 6.4440 2021-02-11 17:21:26,790 - mmaction - INFO - Epoch [47][2780/3757] lr: 1.000e-04, eta: 1:43:39, time: 0.455, data_time: 0.001, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9133, loss_cls: 0.9462, loss: 0.9462, grad_norm: 6.6123 2021-02-11 17:21:36,036 - mmaction - INFO - Epoch [47][2800/3757] lr: 1.000e-04, eta: 1:43:29, time: 0.465, data_time: 0.003, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.7726 2021-02-11 17:21:45,735 - mmaction - INFO - Epoch [47][2820/3757] lr: 1.000e-04, eta: 1:43:19, time: 0.484, data_time: 0.001, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9070, loss_cls: 1.0191, loss: 1.0191, grad_norm: 6.7028 2021-02-11 17:21:55,029 - mmaction - INFO - Epoch [47][2840/3757] lr: 1.000e-04, eta: 1:43:09, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0507, loss: 1.0507, grad_norm: 6.8928 2021-02-11 17:22:04,903 - mmaction - INFO - Epoch [47][2860/3757] lr: 1.000e-04, eta: 1:42:58, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9545, loss: 0.9545, grad_norm: 6.4927 2021-02-11 17:22:14,201 - mmaction - INFO - Epoch [47][2880/3757] lr: 1.000e-04, eta: 1:42:48, time: 0.465, data_time: 0.021, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9164, loss_cls: 0.9704, loss: 0.9704, grad_norm: 6.7608 2021-02-11 17:22:23,891 - mmaction - INFO - Epoch [47][2900/3757] lr: 1.000e-04, eta: 1:42:38, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 0.9627, loss: 0.9627, grad_norm: 6.5718 2021-02-11 17:22:33,764 - mmaction - INFO - Epoch [47][2920/3757] lr: 1.000e-04, eta: 1:42:28, time: 0.494, data_time: 0.006, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9133, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.5248 2021-02-11 17:22:42,982 - mmaction - INFO - Epoch [47][2940/3757] lr: 1.000e-04, eta: 1:42:18, time: 0.456, data_time: 0.036, memory: 7076, top1_acc: 0.7805, top5_acc: 0.9336, loss_cls: 0.8838, loss: 0.8838, grad_norm: 6.3390 2021-02-11 17:22:52,477 - mmaction - INFO - Epoch [47][2960/3757] lr: 1.000e-04, eta: 1:42:07, time: 0.479, data_time: 0.005, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9094, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.5473 2021-02-11 17:23:01,773 - mmaction - INFO - Epoch [47][2980/3757] lr: 1.000e-04, eta: 1:41:57, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9172, loss_cls: 0.9292, loss: 0.9292, grad_norm: 6.6227 2021-02-11 17:23:11,293 - mmaction - INFO - Epoch [47][3000/3757] lr: 1.000e-04, eta: 1:41:47, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9086, loss_cls: 0.9462, loss: 0.9462, grad_norm: 6.4460 2021-02-11 17:23:20,251 - mmaction - INFO - Epoch [47][3020/3757] lr: 1.000e-04, eta: 1:41:37, time: 0.446, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 0.9824, loss: 0.9824, grad_norm: 6.5686 2021-02-11 17:23:29,871 - mmaction - INFO - Epoch [47][3040/3757] lr: 1.000e-04, eta: 1:41:26, time: 0.483, data_time: 0.028, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9227, loss_cls: 0.9308, loss: 0.9308, grad_norm: 6.4992 2021-02-11 17:23:38,654 - mmaction - INFO - Epoch [47][3060/3757] lr: 1.000e-04, eta: 1:41:16, time: 0.439, data_time: 0.022, memory: 7076, top1_acc: 0.7336, top5_acc: 0.9125, loss_cls: 1.0448, loss: 1.0448, grad_norm: 6.9871 2021-02-11 17:23:47,594 - mmaction - INFO - Epoch [47][3080/3757] lr: 1.000e-04, eta: 1:41:06, time: 0.442, data_time: 0.014, memory: 7076, top1_acc: 0.7430, top5_acc: 0.8992, loss_cls: 1.0319, loss: 1.0319, grad_norm: 6.8946 2021-02-11 17:23:57,931 - mmaction - INFO - Epoch [47][3100/3757] lr: 1.000e-04, eta: 1:40:56, time: 0.522, data_time: 0.007, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9203, loss_cls: 0.9450, loss: 0.9450, grad_norm: 6.5812 2021-02-11 17:24:07,498 - mmaction - INFO - Epoch [47][3120/3757] lr: 1.000e-04, eta: 1:40:46, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9783, loss: 0.9783, grad_norm: 6.6949 2021-02-11 17:24:17,228 - mmaction - INFO - Epoch [47][3140/3757] lr: 1.000e-04, eta: 1:40:35, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7750, top5_acc: 0.9172, loss_cls: 0.9196, loss: 0.9196, grad_norm: 6.3442 2021-02-11 17:24:26,937 - mmaction - INFO - Epoch [47][3160/3757] lr: 1.000e-04, eta: 1:40:25, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.8029 2021-02-11 17:24:35,840 - mmaction - INFO - Epoch [47][3180/3757] lr: 1.000e-04, eta: 1:40:15, time: 0.445, data_time: 0.020, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9399, loss: 0.9399, grad_norm: 6.6613 2021-02-11 17:24:45,988 - mmaction - INFO - Epoch [47][3200/3757] lr: 1.000e-04, eta: 1:40:05, time: 0.507, data_time: 0.095, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.0274, loss: 1.0274, grad_norm: 6.6866 2021-02-11 17:24:55,042 - mmaction - INFO - Epoch [47][3220/3757] lr: 1.000e-04, eta: 1:39:55, time: 0.453, data_time: 0.078, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9102, loss_cls: 1.0053, loss: 1.0053, grad_norm: 6.8459 2021-02-11 17:25:04,931 - mmaction - INFO - Epoch [47][3240/3757] lr: 1.000e-04, eta: 1:39:45, time: 0.494, data_time: 0.088, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9143, loss: 0.9143, grad_norm: 6.4587 2021-02-11 17:25:14,452 - mmaction - INFO - Epoch [47][3260/3757] lr: 1.000e-04, eta: 1:39:34, time: 0.476, data_time: 0.125, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9626, loss: 0.9626, grad_norm: 6.6913 2021-02-11 17:25:23,883 - mmaction - INFO - Epoch [47][3280/3757] lr: 1.000e-04, eta: 1:39:24, time: 0.472, data_time: 0.051, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9195, loss_cls: 0.9587, loss: 0.9587, grad_norm: 6.6418 2021-02-11 17:25:32,581 - mmaction - INFO - Epoch [47][3300/3757] lr: 1.000e-04, eta: 1:39:14, time: 0.435, data_time: 0.024, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9436, loss: 0.9436, grad_norm: 6.4672 2021-02-11 17:25:42,971 - mmaction - INFO - Epoch [47][3320/3757] lr: 1.000e-04, eta: 1:39:04, time: 0.519, data_time: 0.013, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9211, loss_cls: 0.9366, loss: 0.9366, grad_norm: 6.4904 2021-02-11 17:25:51,996 - mmaction - INFO - Epoch [47][3340/3757] lr: 1.000e-04, eta: 1:38:53, time: 0.451, data_time: 0.002, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9117, loss_cls: 0.9822, loss: 0.9822, grad_norm: 6.6773 2021-02-11 17:26:01,851 - mmaction - INFO - Epoch [47][3360/3757] lr: 1.000e-04, eta: 1:38:43, time: 0.493, data_time: 0.002, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9227, loss_cls: 0.9399, loss: 0.9399, grad_norm: 6.6223 2021-02-11 17:26:10,330 - mmaction - INFO - Epoch [47][3380/3757] lr: 1.000e-04, eta: 1:38:33, time: 0.424, data_time: 0.073, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9148, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.5812 2021-02-11 17:26:20,188 - mmaction - INFO - Epoch [47][3400/3757] lr: 1.000e-04, eta: 1:38:23, time: 0.493, data_time: 0.081, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9070, loss_cls: 0.9674, loss: 0.9674, grad_norm: 6.5854 2021-02-11 17:26:29,945 - mmaction - INFO - Epoch [47][3420/3757] lr: 1.000e-04, eta: 1:38:13, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9055, loss_cls: 0.9640, loss: 0.9640, grad_norm: 6.6366 2021-02-11 17:26:40,067 - mmaction - INFO - Epoch [47][3440/3757] lr: 1.000e-04, eta: 1:38:03, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.9407 2021-02-11 17:26:48,633 - mmaction - INFO - Epoch [47][3460/3757] lr: 1.000e-04, eta: 1:37:52, time: 0.431, data_time: 0.003, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0126, loss: 1.0126, grad_norm: 6.7031 2021-02-11 17:26:58,239 - mmaction - INFO - Epoch [47][3480/3757] lr: 1.000e-04, eta: 1:37:42, time: 0.479, data_time: 0.000, memory: 7076, top1_acc: 0.7562, top5_acc: 0.8977, loss_cls: 1.0376, loss: 1.0376, grad_norm: 6.7002 2021-02-11 17:27:07,243 - mmaction - INFO - Epoch [47][3500/3757] lr: 1.000e-04, eta: 1:37:32, time: 0.452, data_time: 0.003, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9125, loss_cls: 0.9267, loss: 0.9267, grad_norm: 6.7128 2021-02-11 17:27:16,991 - mmaction - INFO - Epoch [47][3520/3757] lr: 1.000e-04, eta: 1:37:22, time: 0.484, data_time: 0.032, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9008, loss_cls: 0.9945, loss: 0.9945, grad_norm: 6.7916 2021-02-11 17:27:26,571 - mmaction - INFO - Epoch [47][3540/3757] lr: 1.000e-04, eta: 1:37:11, time: 0.483, data_time: 0.005, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 0.9946, loss: 0.9946, grad_norm: 6.6687 2021-02-11 17:27:36,073 - mmaction - INFO - Epoch [47][3560/3757] lr: 1.000e-04, eta: 1:37:01, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9636, loss: 0.9636, grad_norm: 6.7667 2021-02-11 17:27:45,507 - mmaction - INFO - Epoch [47][3580/3757] lr: 1.000e-04, eta: 1:36:51, time: 0.474, data_time: 0.003, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9187, loss_cls: 0.9601, loss: 0.9601, grad_norm: 6.7101 2021-02-11 17:27:54,533 - mmaction - INFO - Epoch [47][3600/3757] lr: 1.000e-04, eta: 1:36:41, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9187, loss_cls: 0.9617, loss: 0.9617, grad_norm: 6.7604 2021-02-11 17:28:04,054 - mmaction - INFO - Epoch [47][3620/3757] lr: 1.000e-04, eta: 1:36:31, time: 0.476, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9148, loss_cls: 0.9824, loss: 0.9824, grad_norm: 6.5335 2021-02-11 17:28:13,748 - mmaction - INFO - Epoch [47][3640/3757] lr: 1.000e-04, eta: 1:36:20, time: 0.484, data_time: 0.002, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9273, loss_cls: 0.9700, loss: 0.9700, grad_norm: 6.6243 2021-02-11 17:28:23,110 - mmaction - INFO - Epoch [47][3660/3757] lr: 1.000e-04, eta: 1:36:10, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9039, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.6954 2021-02-11 17:28:31,692 - mmaction - INFO - Epoch [47][3680/3757] lr: 1.000e-04, eta: 1:36:00, time: 0.429, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9070, loss_cls: 0.9415, loss: 0.9415, grad_norm: 6.3440 2021-02-11 17:28:41,739 - mmaction - INFO - Epoch [47][3700/3757] lr: 1.000e-04, eta: 1:35:50, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9828, loss: 0.9828, grad_norm: 6.6085 2021-02-11 17:28:51,580 - mmaction - INFO - Epoch [47][3720/3757] lr: 1.000e-04, eta: 1:35:40, time: 0.493, data_time: 0.002, memory: 7076, top1_acc: 0.7453, top5_acc: 0.8984, loss_cls: 1.0387, loss: 1.0387, grad_norm: 6.8245 2021-02-11 17:29:01,250 - mmaction - INFO - Epoch [47][3740/3757] lr: 1.000e-04, eta: 1:35:30, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9195, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.6938 2021-02-11 17:32:04,900 - mmaction - INFO - Epoch [48][20/3757] lr: 1.000e-04, eta: 1:35:20, time: 8.366, data_time: 7.907, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9102, loss_cls: 1.0093, loss: 1.0093, grad_norm: 6.8473 2021-02-11 17:32:14,472 - mmaction - INFO - Epoch [48][40/3757] lr: 1.000e-04, eta: 1:35:10, time: 0.483, data_time: 0.125, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9164, loss_cls: 0.9677, loss: 0.9677, grad_norm: 6.8383 2021-02-11 17:32:23,601 - mmaction - INFO - Epoch [48][60/3757] lr: 1.000e-04, eta: 1:35:00, time: 0.456, data_time: 0.077, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9180, loss_cls: 0.9420, loss: 0.9420, grad_norm: 6.5301 2021-02-11 17:32:32,843 - mmaction - INFO - Epoch [48][80/3757] lr: 1.000e-04, eta: 1:34:50, time: 0.463, data_time: 0.035, memory: 7076, top1_acc: 0.7656, top5_acc: 0.9164, loss_cls: 0.9447, loss: 0.9447, grad_norm: 6.4989 2021-02-11 17:32:42,540 - mmaction - INFO - Epoch [48][100/3757] lr: 1.000e-04, eta: 1:34:39, time: 0.484, data_time: 0.049, memory: 7076, top1_acc: 0.7742, top5_acc: 0.9141, loss_cls: 0.9329, loss: 0.9329, grad_norm: 6.4959 2021-02-11 17:32:51,448 - mmaction - INFO - Epoch [48][120/3757] lr: 1.000e-04, eta: 1:34:29, time: 0.445, data_time: 0.021, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.9545, loss: 0.9545, grad_norm: 6.8108 2021-02-11 17:33:00,899 - mmaction - INFO - Epoch [48][140/3757] lr: 1.000e-04, eta: 1:34:19, time: 0.472, data_time: 0.066, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 1.0038, loss: 1.0038, grad_norm: 6.6591 2021-02-11 17:33:11,588 - mmaction - INFO - Epoch [48][160/3757] lr: 1.000e-04, eta: 1:34:09, time: 0.535, data_time: 0.015, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9156, loss_cls: 0.9403, loss: 0.9403, grad_norm: 6.3595 2021-02-11 17:33:21,420 - mmaction - INFO - Epoch [48][180/3757] lr: 1.000e-04, eta: 1:33:59, time: 0.492, data_time: 0.014, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 0.9672, loss: 0.9672, grad_norm: 6.5266 2021-02-11 17:33:31,145 - mmaction - INFO - Epoch [48][200/3757] lr: 1.000e-04, eta: 1:33:48, time: 0.481, data_time: 0.122, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9487, loss: 0.9487, grad_norm: 6.7207 2021-02-11 17:33:39,920 - mmaction - INFO - Epoch [48][220/3757] lr: 1.000e-04, eta: 1:33:38, time: 0.444, data_time: 0.089, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9141, loss_cls: 0.9449, loss: 0.9449, grad_norm: 6.6443 2021-02-11 17:33:49,418 - mmaction - INFO - Epoch [48][240/3757] lr: 1.000e-04, eta: 1:33:28, time: 0.475, data_time: 0.123, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.5227 2021-02-11 17:33:59,595 - mmaction - INFO - Epoch [48][260/3757] lr: 1.000e-04, eta: 1:33:18, time: 0.508, data_time: 0.049, memory: 7076, top1_acc: 0.7422, top5_acc: 0.8977, loss_cls: 1.0545, loss: 1.0545, grad_norm: 6.7622 2021-02-11 17:34:09,736 - mmaction - INFO - Epoch [48][280/3757] lr: 1.000e-04, eta: 1:33:08, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9528, loss: 0.9528, grad_norm: 6.7081 2021-02-11 17:34:18,400 - mmaction - INFO - Epoch [48][300/3757] lr: 1.000e-04, eta: 1:32:57, time: 0.434, data_time: 0.002, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9180, loss_cls: 0.9717, loss: 0.9717, grad_norm: 6.8520 2021-02-11 17:34:27,305 - mmaction - INFO - Epoch [48][320/3757] lr: 1.000e-04, eta: 1:32:47, time: 0.445, data_time: 0.002, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9350, loss: 0.9350, grad_norm: 6.6146 2021-02-11 17:34:36,892 - mmaction - INFO - Epoch [48][340/3757] lr: 1.000e-04, eta: 1:32:37, time: 0.480, data_time: 0.131, memory: 7076, top1_acc: 0.7711, top5_acc: 0.9258, loss_cls: 0.8760, loss: 0.8760, grad_norm: 6.3770 2021-02-11 17:34:46,759 - mmaction - INFO - Epoch [48][360/3757] lr: 1.000e-04, eta: 1:32:27, time: 0.486, data_time: 0.137, memory: 7076, top1_acc: 0.7711, top5_acc: 0.9117, loss_cls: 0.9312, loss: 0.9312, grad_norm: 6.4130 2021-02-11 17:34:55,805 - mmaction - INFO - Epoch [48][380/3757] lr: 1.000e-04, eta: 1:32:16, time: 0.459, data_time: 0.092, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9109, loss_cls: 1.0140, loss: 1.0140, grad_norm: 6.7893 2021-02-11 17:35:04,711 - mmaction - INFO - Epoch [48][400/3757] lr: 1.000e-04, eta: 1:32:06, time: 0.446, data_time: 0.068, memory: 7076, top1_acc: 0.7719, top5_acc: 0.9250, loss_cls: 0.8672, loss: 0.8672, grad_norm: 6.3861 2021-02-11 17:35:14,457 - mmaction - INFO - Epoch [48][420/3757] lr: 1.000e-04, eta: 1:31:56, time: 0.484, data_time: 0.067, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9242, loss_cls: 0.9134, loss: 0.9134, grad_norm: 6.5288 2021-02-11 17:35:23,283 - mmaction - INFO - Epoch [48][440/3757] lr: 1.000e-04, eta: 1:31:46, time: 0.445, data_time: 0.076, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 0.9643, loss: 0.9643, grad_norm: 6.6843 2021-02-11 17:35:32,555 - mmaction - INFO - Epoch [48][460/3757] lr: 1.000e-04, eta: 1:31:36, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 0.9952, loss: 0.9952, grad_norm: 6.8029 2021-02-11 17:35:42,795 - mmaction - INFO - Epoch [48][480/3757] lr: 1.000e-04, eta: 1:31:25, time: 0.512, data_time: 0.002, memory: 7076, top1_acc: 0.7750, top5_acc: 0.9148, loss_cls: 0.8917, loss: 0.8917, grad_norm: 6.3178 2021-02-11 17:35:51,652 - mmaction - INFO - Epoch [48][500/3757] lr: 1.000e-04, eta: 1:31:15, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9141, loss_cls: 0.9743, loss: 0.9743, grad_norm: 6.7866 2021-02-11 17:36:01,852 - mmaction - INFO - Epoch [48][520/3757] lr: 1.000e-04, eta: 1:31:05, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9444, loss: 0.9444, grad_norm: 6.4848 2021-02-11 17:36:10,394 - mmaction - INFO - Epoch [48][540/3757] lr: 1.000e-04, eta: 1:30:55, time: 0.427, data_time: 0.017, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9156, loss_cls: 0.9984, loss: 0.9984, grad_norm: 6.7726 2021-02-11 17:36:19,569 - mmaction - INFO - Epoch [48][560/3757] lr: 1.000e-04, eta: 1:30:44, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9141, loss_cls: 0.9724, loss: 0.9724, grad_norm: 6.6864 2021-02-11 17:36:29,711 - mmaction - INFO - Epoch [48][580/3757] lr: 1.000e-04, eta: 1:30:34, time: 0.508, data_time: 0.002, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9109, loss_cls: 1.0028, loss: 1.0028, grad_norm: 6.8281 2021-02-11 17:36:38,517 - mmaction - INFO - Epoch [48][600/3757] lr: 1.000e-04, eta: 1:30:24, time: 0.441, data_time: 0.002, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9031, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.7156 2021-02-11 17:36:47,798 - mmaction - INFO - Epoch [48][620/3757] lr: 1.000e-04, eta: 1:30:14, time: 0.461, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9094, loss_cls: 0.9885, loss: 0.9885, grad_norm: 6.7142 2021-02-11 17:36:56,903 - mmaction - INFO - Epoch [48][640/3757] lr: 1.000e-04, eta: 1:30:04, time: 0.458, data_time: 0.004, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9195, loss_cls: 0.9097, loss: 0.9097, grad_norm: 6.4588 2021-02-11 17:37:06,567 - mmaction - INFO - Epoch [48][660/3757] lr: 1.000e-04, eta: 1:29:53, time: 0.483, data_time: 0.002, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9605, loss: 0.9605, grad_norm: 6.7432 2021-02-11 17:37:16,105 - mmaction - INFO - Epoch [48][680/3757] lr: 1.000e-04, eta: 1:29:43, time: 0.477, data_time: 0.029, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9234, loss_cls: 0.9422, loss: 0.9422, grad_norm: 6.6028 2021-02-11 17:37:25,028 - mmaction - INFO - Epoch [48][700/3757] lr: 1.000e-04, eta: 1:29:33, time: 0.444, data_time: 0.030, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9148, loss_cls: 0.9357, loss: 0.9357, grad_norm: 6.4874 2021-02-11 17:37:34,871 - mmaction - INFO - Epoch [48][720/3757] lr: 1.000e-04, eta: 1:29:23, time: 0.494, data_time: 0.004, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9172, loss_cls: 0.9186, loss: 0.9186, grad_norm: 6.4916 2021-02-11 17:37:44,235 - mmaction - INFO - Epoch [48][740/3757] lr: 1.000e-04, eta: 1:29:13, time: 0.469, data_time: 0.015, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 0.9605, loss: 0.9605, grad_norm: 6.3746 2021-02-11 17:37:53,019 - mmaction - INFO - Epoch [48][760/3757] lr: 1.000e-04, eta: 1:29:02, time: 0.438, data_time: 0.054, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.9027, loss: 0.9027, grad_norm: 6.4596 2021-02-11 17:38:02,749 - mmaction - INFO - Epoch [48][780/3757] lr: 1.000e-04, eta: 1:28:52, time: 0.487, data_time: 0.122, memory: 7076, top1_acc: 0.7742, top5_acc: 0.9203, loss_cls: 0.9118, loss: 0.9118, grad_norm: 6.5692 2021-02-11 17:38:12,320 - mmaction - INFO - Epoch [48][800/3757] lr: 1.000e-04, eta: 1:28:42, time: 0.479, data_time: 0.126, memory: 7076, top1_acc: 0.7750, top5_acc: 0.9172, loss_cls: 0.9154, loss: 0.9154, grad_norm: 6.4690 2021-02-11 17:38:21,997 - mmaction - INFO - Epoch [48][820/3757] lr: 1.000e-04, eta: 1:28:32, time: 0.484, data_time: 0.130, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9039, loss_cls: 0.9727, loss: 0.9727, grad_norm: 6.6632 2021-02-11 17:38:30,885 - mmaction - INFO - Epoch [48][840/3757] lr: 1.000e-04, eta: 1:28:21, time: 0.444, data_time: 0.097, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9624, loss: 0.9624, grad_norm: 6.5153 2021-02-11 17:38:39,976 - mmaction - INFO - Epoch [48][860/3757] lr: 1.000e-04, eta: 1:28:11, time: 0.446, data_time: 0.084, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9234, loss_cls: 0.9373, loss: 0.9373, grad_norm: 6.5982 2021-02-11 17:38:50,596 - mmaction - INFO - Epoch [48][880/3757] lr: 1.000e-04, eta: 1:28:01, time: 0.540, data_time: 0.127, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9156, loss_cls: 0.9528, loss: 0.9528, grad_norm: 6.5772 2021-02-11 17:39:00,236 - mmaction - INFO - Epoch [48][900/3757] lr: 1.000e-04, eta: 1:27:51, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7273, top5_acc: 0.9039, loss_cls: 1.0360, loss: 1.0360, grad_norm: 6.7940 2021-02-11 17:39:09,393 - mmaction - INFO - Epoch [48][920/3757] lr: 1.000e-04, eta: 1:27:41, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9148, loss_cls: 0.9698, loss: 0.9698, grad_norm: 6.4370 2021-02-11 17:39:18,807 - mmaction - INFO - Epoch [48][940/3757] lr: 1.000e-04, eta: 1:27:30, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7766, top5_acc: 0.9258, loss_cls: 0.9056, loss: 0.9056, grad_norm: 6.3823 2021-02-11 17:39:27,077 - mmaction - INFO - Epoch [48][960/3757] lr: 1.000e-04, eta: 1:27:20, time: 0.412, data_time: 0.006, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 0.9573, loss: 0.9573, grad_norm: 6.4369 2021-02-11 17:39:37,381 - mmaction - INFO - Epoch [48][980/3757] lr: 1.000e-04, eta: 1:27:10, time: 0.517, data_time: 0.004, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9156, loss_cls: 0.9619, loss: 0.9619, grad_norm: 6.7297 2021-02-11 17:39:45,916 - mmaction - INFO - Epoch [48][1000/3757] lr: 1.000e-04, eta: 1:27:00, time: 0.427, data_time: 0.004, memory: 7076, top1_acc: 0.7242, top5_acc: 0.9055, loss_cls: 1.0657, loss: 1.0657, grad_norm: 7.1388 2021-02-11 17:39:55,534 - mmaction - INFO - Epoch [48][1020/3757] lr: 1.000e-04, eta: 1:26:50, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9487, loss: 0.9487, grad_norm: 6.6698 2021-02-11 17:40:04,294 - mmaction - INFO - Epoch [48][1040/3757] lr: 1.000e-04, eta: 1:26:39, time: 0.438, data_time: 0.057, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9195, loss_cls: 0.9614, loss: 0.9614, grad_norm: 6.6768 2021-02-11 17:40:14,024 - mmaction - INFO - Epoch [48][1060/3757] lr: 1.000e-04, eta: 1:26:29, time: 0.486, data_time: 0.041, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9078, loss_cls: 0.9677, loss: 0.9677, grad_norm: 6.5652 2021-02-11 17:40:25,951 - mmaction - INFO - Epoch [48][1080/3757] lr: 1.000e-04, eta: 1:26:19, time: 0.596, data_time: 0.002, memory: 7076, top1_acc: 0.7789, top5_acc: 0.9273, loss_cls: 0.8597, loss: 0.8597, grad_norm: 6.0357 2021-02-11 17:40:35,422 - mmaction - INFO - Epoch [48][1100/3757] lr: 1.000e-04, eta: 1:26:09, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9655, loss: 0.9655, grad_norm: 6.7546 2021-02-11 17:40:44,830 - mmaction - INFO - Epoch [48][1120/3757] lr: 1.000e-04, eta: 1:25:59, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9203, loss_cls: 0.9821, loss: 0.9821, grad_norm: 6.7109 2021-02-11 17:40:54,311 - mmaction - INFO - Epoch [48][1140/3757] lr: 1.000e-04, eta: 1:25:48, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9674, loss: 0.9674, grad_norm: 6.5804 2021-02-11 17:41:04,569 - mmaction - INFO - Epoch [48][1160/3757] lr: 1.000e-04, eta: 1:25:38, time: 0.511, data_time: 0.002, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9180, loss_cls: 0.9475, loss: 0.9475, grad_norm: 6.6953 2021-02-11 17:41:13,567 - mmaction - INFO - Epoch [48][1180/3757] lr: 1.000e-04, eta: 1:25:28, time: 0.453, data_time: 0.004, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9102, loss_cls: 1.0008, loss: 1.0008, grad_norm: 6.9184 2021-02-11 17:41:23,140 - mmaction - INFO - Epoch [48][1200/3757] lr: 1.000e-04, eta: 1:25:18, time: 0.476, data_time: 0.051, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9219, loss_cls: 0.9274, loss: 0.9274, grad_norm: 6.6664 2021-02-11 17:41:32,971 - mmaction - INFO - Epoch [48][1220/3757] lr: 1.000e-04, eta: 1:25:08, time: 0.494, data_time: 0.046, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9117, loss_cls: 0.9679, loss: 0.9679, grad_norm: 6.6601 2021-02-11 17:41:41,308 - mmaction - INFO - Epoch [48][1240/3757] lr: 1.000e-04, eta: 1:24:57, time: 0.417, data_time: 0.020, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9148, loss_cls: 0.9737, loss: 0.9737, grad_norm: 6.5609 2021-02-11 17:41:50,920 - mmaction - INFO - Epoch [48][1260/3757] lr: 1.000e-04, eta: 1:24:47, time: 0.475, data_time: 0.060, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0035, loss: 1.0035, grad_norm: 6.7684 2021-02-11 17:41:59,921 - mmaction - INFO - Epoch [48][1280/3757] lr: 1.000e-04, eta: 1:24:37, time: 0.456, data_time: 0.013, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9273, loss_cls: 0.8958, loss: 0.8958, grad_norm: 6.4565 2021-02-11 17:42:09,441 - mmaction - INFO - Epoch [48][1300/3757] lr: 1.000e-04, eta: 1:24:27, time: 0.475, data_time: 0.011, memory: 7076, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.9195, loss: 0.9195, grad_norm: 6.4448 2021-02-11 17:42:18,569 - mmaction - INFO - Epoch [48][1320/3757] lr: 1.000e-04, eta: 1:24:17, time: 0.457, data_time: 0.003, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9141, loss_cls: 0.9433, loss: 0.9433, grad_norm: 6.6047 2021-02-11 17:42:28,895 - mmaction - INFO - Epoch [48][1340/3757] lr: 1.000e-04, eta: 1:24:06, time: 0.515, data_time: 0.001, memory: 7076, top1_acc: 0.7234, top5_acc: 0.9102, loss_cls: 0.9984, loss: 0.9984, grad_norm: 6.7294 2021-02-11 17:42:38,301 - mmaction - INFO - Epoch [48][1360/3757] lr: 1.000e-04, eta: 1:23:56, time: 0.471, data_time: 0.003, memory: 7076, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.0561, loss: 1.0561, grad_norm: 6.7508 2021-02-11 17:42:46,938 - mmaction - INFO - Epoch [48][1380/3757] lr: 1.000e-04, eta: 1:23:46, time: 0.432, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9133, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.8224 2021-02-11 17:42:56,904 - mmaction - INFO - Epoch [48][1400/3757] lr: 1.000e-04, eta: 1:23:36, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.7766, top5_acc: 0.9203, loss_cls: 0.9041, loss: 0.9041, grad_norm: 6.5376 2021-02-11 17:43:06,075 - mmaction - INFO - Epoch [48][1420/3757] lr: 1.000e-04, eta: 1:23:26, time: 0.458, data_time: 0.002, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9133, loss_cls: 0.9694, loss: 0.9694, grad_norm: 6.7226 2021-02-11 17:43:15,806 - mmaction - INFO - Epoch [48][1440/3757] lr: 1.000e-04, eta: 1:23:15, time: 0.487, data_time: 0.002, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9544, loss: 0.9544, grad_norm: 6.6511 2021-02-11 17:43:24,921 - mmaction - INFO - Epoch [48][1460/3757] lr: 1.000e-04, eta: 1:23:05, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.8992, loss_cls: 1.0069, loss: 1.0069, grad_norm: 6.6711 2021-02-11 17:43:34,317 - mmaction - INFO - Epoch [48][1480/3757] lr: 1.000e-04, eta: 1:22:55, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9258, loss_cls: 0.8852, loss: 0.8852, grad_norm: 6.4266 2021-02-11 17:43:44,422 - mmaction - INFO - Epoch [48][1500/3757] lr: 1.000e-04, eta: 1:22:45, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9211, loss_cls: 0.9547, loss: 0.9547, grad_norm: 6.5260 2021-02-11 17:43:52,963 - mmaction - INFO - Epoch [48][1520/3757] lr: 1.000e-04, eta: 1:22:35, time: 0.427, data_time: 0.003, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9234, loss_cls: 0.9378, loss: 0.9378, grad_norm: 6.6566 2021-02-11 17:44:02,838 - mmaction - INFO - Epoch [48][1540/3757] lr: 1.000e-04, eta: 1:22:24, time: 0.494, data_time: 0.003, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9133, loss_cls: 0.9508, loss: 0.9508, grad_norm: 6.1874 2021-02-11 17:44:11,930 - mmaction - INFO - Epoch [48][1560/3757] lr: 1.000e-04, eta: 1:22:14, time: 0.452, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9102, loss_cls: 1.0058, loss: 1.0058, grad_norm: 6.6238 2021-02-11 17:44:21,173 - mmaction - INFO - Epoch [48][1580/3757] lr: 1.000e-04, eta: 1:22:04, time: 0.464, data_time: 0.022, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9141, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.6642 2021-02-11 17:44:30,408 - mmaction - INFO - Epoch [48][1600/3757] lr: 1.000e-04, eta: 1:21:54, time: 0.461, data_time: 0.005, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9180, loss_cls: 0.9437, loss: 0.9437, grad_norm: 6.6921 2021-02-11 17:44:39,902 - mmaction - INFO - Epoch [48][1620/3757] lr: 1.000e-04, eta: 1:21:44, time: 0.475, data_time: 0.002, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9203, loss_cls: 0.9800, loss: 0.9800, grad_norm: 6.8206 2021-02-11 17:44:49,462 - mmaction - INFO - Epoch [48][1640/3757] lr: 1.000e-04, eta: 1:21:33, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9078, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.9907 2021-02-11 17:44:59,058 - mmaction - INFO - Epoch [48][1660/3757] lr: 1.000e-04, eta: 1:21:23, time: 0.479, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.6428 2021-02-11 17:45:08,939 - mmaction - INFO - Epoch [48][1680/3757] lr: 1.000e-04, eta: 1:21:13, time: 0.494, data_time: 0.003, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 0.9968, loss: 0.9968, grad_norm: 6.6537 2021-02-11 17:45:18,197 - mmaction - INFO - Epoch [48][1700/3757] lr: 1.000e-04, eta: 1:21:03, time: 0.464, data_time: 0.002, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9141, loss_cls: 1.0038, loss: 1.0038, grad_norm: 6.8746 2021-02-11 17:45:28,337 - mmaction - INFO - Epoch [48][1720/3757] lr: 1.000e-04, eta: 1:20:53, time: 0.505, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9234, loss_cls: 0.9262, loss: 0.9262, grad_norm: 6.6046 2021-02-11 17:45:37,684 - mmaction - INFO - Epoch [48][1740/3757] lr: 1.000e-04, eta: 1:20:42, time: 0.466, data_time: 0.003, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.6893 2021-02-11 17:45:47,714 - mmaction - INFO - Epoch [48][1760/3757] lr: 1.000e-04, eta: 1:20:32, time: 0.504, data_time: 0.050, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9086, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.9104 2021-02-11 17:45:56,487 - mmaction - INFO - Epoch [48][1780/3757] lr: 1.000e-04, eta: 1:20:22, time: 0.439, data_time: 0.003, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9599, loss: 0.9599, grad_norm: 6.7652 2021-02-11 17:46:07,049 - mmaction - INFO - Epoch [48][1800/3757] lr: 1.000e-04, eta: 1:20:12, time: 0.528, data_time: 0.001, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9102, loss_cls: 0.9922, loss: 0.9922, grad_norm: 6.8814 2021-02-11 17:46:16,065 - mmaction - INFO - Epoch [48][1820/3757] lr: 1.000e-04, eta: 1:20:02, time: 0.451, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9816, loss: 0.9816, grad_norm: 6.4627 2021-02-11 17:46:26,359 - mmaction - INFO - Epoch [48][1840/3757] lr: 1.000e-04, eta: 1:19:51, time: 0.514, data_time: 0.002, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0660, loss: 1.0660, grad_norm: 6.9277 2021-02-11 17:46:35,131 - mmaction - INFO - Epoch [48][1860/3757] lr: 1.000e-04, eta: 1:19:41, time: 0.439, data_time: 0.004, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9078, loss_cls: 1.0395, loss: 1.0395, grad_norm: 7.1198 2021-02-11 17:46:45,525 - mmaction - INFO - Epoch [48][1880/3757] lr: 1.000e-04, eta: 1:19:31, time: 0.514, data_time: 0.000, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9109, loss_cls: 1.0041, loss: 1.0041, grad_norm: 6.8036 2021-02-11 17:46:54,241 - mmaction - INFO - Epoch [48][1900/3757] lr: 1.000e-04, eta: 1:19:21, time: 0.441, data_time: 0.007, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9016, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.7494 2021-02-11 17:47:04,479 - mmaction - INFO - Epoch [48][1920/3757] lr: 1.000e-04, eta: 1:19:11, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9187, loss_cls: 0.9557, loss: 0.9557, grad_norm: 6.6018 2021-02-11 17:47:13,823 - mmaction - INFO - Epoch [48][1940/3757] lr: 1.000e-04, eta: 1:19:00, time: 0.469, data_time: 0.003, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9055, loss_cls: 1.0056, loss: 1.0056, grad_norm: 6.6658 2021-02-11 17:47:22,539 - mmaction - INFO - Epoch [48][1960/3757] lr: 1.000e-04, eta: 1:18:50, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9350, loss: 0.9350, grad_norm: 6.4298 2021-02-11 17:47:32,647 - mmaction - INFO - Epoch [48][1980/3757] lr: 1.000e-04, eta: 1:18:40, time: 0.507, data_time: 0.003, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9141, loss_cls: 0.9836, loss: 0.9836, grad_norm: 6.6993 2021-02-11 17:47:41,767 - mmaction - INFO - Epoch [48][2000/3757] lr: 1.000e-04, eta: 1:18:30, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9575, loss: 0.9575, grad_norm: 6.4365 2021-02-11 17:47:51,442 - mmaction - INFO - Epoch [48][2020/3757] lr: 1.000e-04, eta: 1:18:20, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9449, loss: 0.9449, grad_norm: 6.3367 2021-02-11 17:48:00,917 - mmaction - INFO - Epoch [48][2040/3757] lr: 1.000e-04, eta: 1:18:09, time: 0.477, data_time: 0.004, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9141, loss_cls: 0.9385, loss: 0.9385, grad_norm: 6.4990 2021-02-11 17:48:10,386 - mmaction - INFO - Epoch [48][2060/3757] lr: 1.000e-04, eta: 1:17:59, time: 0.473, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9062, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.7419 2021-02-11 17:48:19,248 - mmaction - INFO - Epoch [48][2080/3757] lr: 1.000e-04, eta: 1:17:49, time: 0.443, data_time: 0.005, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9187, loss_cls: 0.9838, loss: 0.9838, grad_norm: 6.8191 2021-02-11 17:48:28,429 - mmaction - INFO - Epoch [48][2100/3757] lr: 1.000e-04, eta: 1:17:39, time: 0.460, data_time: 0.001, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9313, loss_cls: 0.8346, loss: 0.8346, grad_norm: 6.2490 2021-02-11 17:48:38,199 - mmaction - INFO - Epoch [48][2120/3757] lr: 1.000e-04, eta: 1:17:29, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9203, loss_cls: 0.9695, loss: 0.9695, grad_norm: 6.6931 2021-02-11 17:48:47,964 - mmaction - INFO - Epoch [48][2140/3757] lr: 1.000e-04, eta: 1:17:18, time: 0.487, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.8992, loss_cls: 1.0364, loss: 1.0364, grad_norm: 6.8297 2021-02-11 17:48:57,151 - mmaction - INFO - Epoch [48][2160/3757] lr: 1.000e-04, eta: 1:17:08, time: 0.461, data_time: 0.003, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.3888 2021-02-11 17:49:06,777 - mmaction - INFO - Epoch [48][2180/3757] lr: 1.000e-04, eta: 1:16:58, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7805, top5_acc: 0.9164, loss_cls: 0.9074, loss: 0.9074, grad_norm: 6.3573 2021-02-11 17:49:16,450 - mmaction - INFO - Epoch [48][2200/3757] lr: 1.000e-04, eta: 1:16:48, time: 0.485, data_time: 0.003, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9156, loss_cls: 0.9390, loss: 0.9390, grad_norm: 6.3556 2021-02-11 17:49:25,220 - mmaction - INFO - Epoch [48][2220/3757] lr: 1.000e-04, eta: 1:16:38, time: 0.438, data_time: 0.015, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9008, loss_cls: 1.0062, loss: 1.0062, grad_norm: 6.8351 2021-02-11 17:49:34,881 - mmaction - INFO - Epoch [48][2240/3757] lr: 1.000e-04, eta: 1:16:27, time: 0.483, data_time: 0.035, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9655, loss: 0.9655, grad_norm: 6.6888 2021-02-11 17:49:44,538 - mmaction - INFO - Epoch [48][2260/3757] lr: 1.000e-04, eta: 1:16:17, time: 0.483, data_time: 0.124, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9180, loss_cls: 0.9480, loss: 0.9480, grad_norm: 6.6892 2021-02-11 17:49:53,635 - mmaction - INFO - Epoch [48][2280/3757] lr: 1.000e-04, eta: 1:16:07, time: 0.454, data_time: 0.091, memory: 7076, top1_acc: 0.7758, top5_acc: 0.9078, loss_cls: 0.9598, loss: 0.9598, grad_norm: 6.4381 2021-02-11 17:50:03,238 - mmaction - INFO - Epoch [48][2300/3757] lr: 1.000e-04, eta: 1:15:57, time: 0.481, data_time: 0.022, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9597, loss: 0.9597, grad_norm: 6.7100 2021-02-11 17:50:13,038 - mmaction - INFO - Epoch [48][2320/3757] lr: 1.000e-04, eta: 1:15:47, time: 0.489, data_time: 0.002, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9117, loss_cls: 0.9731, loss: 0.9731, grad_norm: 6.4268 2021-02-11 17:50:22,190 - mmaction - INFO - Epoch [48][2340/3757] lr: 1.000e-04, eta: 1:15:36, time: 0.458, data_time: 0.004, memory: 7076, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.0845, loss: 1.0845, grad_norm: 7.1912 2021-02-11 17:50:31,123 - mmaction - INFO - Epoch [48][2360/3757] lr: 1.000e-04, eta: 1:15:26, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9164, loss_cls: 0.9744, loss: 0.9744, grad_norm: 6.6681 2021-02-11 17:50:41,301 - mmaction - INFO - Epoch [48][2380/3757] lr: 1.000e-04, eta: 1:15:16, time: 0.511, data_time: 0.005, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9580, loss: 0.9580, grad_norm: 6.5643 2021-02-11 17:50:51,093 - mmaction - INFO - Epoch [48][2400/3757] lr: 1.000e-04, eta: 1:15:06, time: 0.491, data_time: 0.004, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.9056, loss: 0.9056, grad_norm: 6.6029 2021-02-11 17:50:59,222 - mmaction - INFO - Epoch [48][2420/3757] lr: 1.000e-04, eta: 1:14:56, time: 0.405, data_time: 0.001, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9203, loss_cls: 0.9383, loss: 0.9383, grad_norm: 6.4505 2021-02-11 17:51:09,048 - mmaction - INFO - Epoch [48][2440/3757] lr: 1.000e-04, eta: 1:14:45, time: 0.493, data_time: 0.029, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9258, loss_cls: 0.9469, loss: 0.9469, grad_norm: 6.5629 2021-02-11 17:51:18,099 - mmaction - INFO - Epoch [48][2460/3757] lr: 1.000e-04, eta: 1:14:35, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9203, loss_cls: 0.9821, loss: 0.9821, grad_norm: 6.8883 2021-02-11 17:51:27,292 - mmaction - INFO - Epoch [48][2480/3757] lr: 1.000e-04, eta: 1:14:25, time: 0.463, data_time: 0.008, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 0.9873, loss: 0.9873, grad_norm: 6.5496 2021-02-11 17:51:37,083 - mmaction - INFO - Epoch [48][2500/3757] lr: 1.000e-04, eta: 1:14:15, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9273, loss_cls: 0.8676, loss: 0.8676, grad_norm: 6.5098 2021-02-11 17:51:46,021 - mmaction - INFO - Epoch [48][2520/3757] lr: 1.000e-04, eta: 1:14:05, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.6295 2021-02-11 17:51:56,317 - mmaction - INFO - Epoch [48][2540/3757] lr: 1.000e-04, eta: 1:13:55, time: 0.514, data_time: 0.067, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 0.9850, loss: 0.9850, grad_norm: 6.7375 2021-02-11 17:52:06,005 - mmaction - INFO - Epoch [48][2560/3757] lr: 1.000e-04, eta: 1:13:44, time: 0.485, data_time: 0.003, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9812, loss: 0.9812, grad_norm: 6.9110 2021-02-11 17:52:15,348 - mmaction - INFO - Epoch [48][2580/3757] lr: 1.000e-04, eta: 1:13:34, time: 0.468, data_time: 0.003, memory: 7076, top1_acc: 0.7812, top5_acc: 0.9266, loss_cls: 0.8831, loss: 0.8831, grad_norm: 6.4975 2021-02-11 17:52:24,951 - mmaction - INFO - Epoch [48][2600/3757] lr: 1.000e-04, eta: 1:13:24, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9102, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.6377 2021-02-11 17:52:35,078 - mmaction - INFO - Epoch [48][2620/3757] lr: 1.000e-04, eta: 1:13:14, time: 0.504, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9164, loss_cls: 0.9641, loss: 0.9641, grad_norm: 6.7346 2021-02-11 17:52:43,350 - mmaction - INFO - Epoch [48][2640/3757] lr: 1.000e-04, eta: 1:13:04, time: 0.415, data_time: 0.033, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9141, loss_cls: 0.9519, loss: 0.9519, grad_norm: 6.6563 2021-02-11 17:52:53,202 - mmaction - INFO - Epoch [48][2660/3757] lr: 1.000e-04, eta: 1:12:53, time: 0.492, data_time: 0.016, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9016, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.6580 2021-02-11 17:53:03,559 - mmaction - INFO - Epoch [48][2680/3757] lr: 1.000e-04, eta: 1:12:43, time: 0.512, data_time: 0.026, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9172, loss_cls: 0.9466, loss: 0.9466, grad_norm: 6.8209 2021-02-11 17:53:12,109 - mmaction - INFO - Epoch [48][2700/3757] lr: 1.000e-04, eta: 1:12:33, time: 0.434, data_time: 0.008, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 0.9815, loss: 0.9815, grad_norm: 6.6462 2021-02-11 17:53:22,098 - mmaction - INFO - Epoch [48][2720/3757] lr: 1.000e-04, eta: 1:12:23, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9195, loss_cls: 0.9918, loss: 0.9918, grad_norm: 7.0534 2021-02-11 17:53:31,375 - mmaction - INFO - Epoch [48][2740/3757] lr: 1.000e-04, eta: 1:12:13, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7648, top5_acc: 0.8992, loss_cls: 0.9710, loss: 0.9710, grad_norm: 6.5097 2021-02-11 17:53:40,855 - mmaction - INFO - Epoch [48][2760/3757] lr: 1.000e-04, eta: 1:12:02, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9141, loss_cls: 0.9348, loss: 0.9348, grad_norm: 6.6553 2021-02-11 17:53:50,205 - mmaction - INFO - Epoch [48][2780/3757] lr: 1.000e-04, eta: 1:11:52, time: 0.464, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9297, loss_cls: 0.9366, loss: 0.9366, grad_norm: 6.6391 2021-02-11 17:53:59,322 - mmaction - INFO - Epoch [48][2800/3757] lr: 1.000e-04, eta: 1:11:42, time: 0.459, data_time: 0.013, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9219, loss_cls: 0.9515, loss: 0.9515, grad_norm: 6.5774 2021-02-11 17:54:08,920 - mmaction - INFO - Epoch [48][2820/3757] lr: 1.000e-04, eta: 1:11:32, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 0.9748, loss: 0.9748, grad_norm: 6.8042 2021-02-11 17:54:18,181 - mmaction - INFO - Epoch [48][2840/3757] lr: 1.000e-04, eta: 1:11:22, time: 0.472, data_time: 0.010, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.7437 2021-02-11 17:54:28,148 - mmaction - INFO - Epoch [48][2860/3757] lr: 1.000e-04, eta: 1:11:11, time: 0.499, data_time: 0.001, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9031, loss_cls: 0.9932, loss: 0.9932, grad_norm: 6.6977 2021-02-11 17:54:37,457 - mmaction - INFO - Epoch [48][2880/3757] lr: 1.000e-04, eta: 1:11:01, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0018, loss: 1.0018, grad_norm: 6.6595 2021-02-11 17:54:47,275 - mmaction - INFO - Epoch [48][2900/3757] lr: 1.000e-04, eta: 1:10:51, time: 0.491, data_time: 0.002, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.7861 2021-02-11 17:54:57,192 - mmaction - INFO - Epoch [48][2920/3757] lr: 1.000e-04, eta: 1:10:41, time: 0.495, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9148, loss_cls: 0.9638, loss: 0.9638, grad_norm: 6.6761 2021-02-11 17:55:07,113 - mmaction - INFO - Epoch [48][2940/3757] lr: 1.000e-04, eta: 1:10:31, time: 0.498, data_time: 0.003, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9102, loss_cls: 1.0114, loss: 1.0114, grad_norm: 6.8373 2021-02-11 17:55:15,602 - mmaction - INFO - Epoch [48][2960/3757] lr: 1.000e-04, eta: 1:10:21, time: 0.423, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 1.0130, loss: 1.0130, grad_norm: 6.8743 2021-02-11 17:55:25,176 - mmaction - INFO - Epoch [48][2980/3757] lr: 1.000e-04, eta: 1:10:10, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 0.9805, loss: 0.9805, grad_norm: 6.8093 2021-02-11 17:55:33,939 - mmaction - INFO - Epoch [48][3000/3757] lr: 1.000e-04, eta: 1:10:00, time: 0.438, data_time: 0.005, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9117, loss_cls: 0.9463, loss: 0.9463, grad_norm: 6.6528 2021-02-11 17:55:43,740 - mmaction - INFO - Epoch [48][3020/3757] lr: 1.000e-04, eta: 1:09:50, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9039, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.7651 2021-02-11 17:55:53,300 - mmaction - INFO - Epoch [48][3040/3757] lr: 1.000e-04, eta: 1:09:40, time: 0.476, data_time: 0.036, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.0069, loss: 1.0069, grad_norm: 6.7391 2021-02-11 17:56:02,712 - mmaction - INFO - Epoch [48][3060/3757] lr: 1.000e-04, eta: 1:09:30, time: 0.473, data_time: 0.006, memory: 7076, top1_acc: 0.7656, top5_acc: 0.9055, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.6135 2021-02-11 17:56:12,395 - mmaction - INFO - Epoch [48][3080/3757] lr: 1.000e-04, eta: 1:09:19, time: 0.482, data_time: 0.028, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 0.9740, loss: 0.9740, grad_norm: 6.7685 2021-02-11 17:56:22,455 - mmaction - INFO - Epoch [48][3100/3757] lr: 1.000e-04, eta: 1:09:09, time: 0.505, data_time: 0.006, memory: 7076, top1_acc: 0.7656, top5_acc: 0.9070, loss_cls: 0.9546, loss: 0.9546, grad_norm: 6.6757 2021-02-11 17:56:31,465 - mmaction - INFO - Epoch [48][3120/3757] lr: 1.000e-04, eta: 1:08:59, time: 0.450, data_time: 0.005, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9039, loss_cls: 0.9777, loss: 0.9777, grad_norm: 6.6907 2021-02-11 17:56:41,788 - mmaction - INFO - Epoch [48][3140/3757] lr: 1.000e-04, eta: 1:08:49, time: 0.516, data_time: 0.001, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9242, loss_cls: 0.9567, loss: 0.9567, grad_norm: 6.7717 2021-02-11 17:56:50,137 - mmaction - INFO - Epoch [48][3160/3757] lr: 1.000e-04, eta: 1:08:39, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9148, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.7836 2021-02-11 17:56:59,492 - mmaction - INFO - Epoch [48][3180/3757] lr: 1.000e-04, eta: 1:08:28, time: 0.467, data_time: 0.031, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9164, loss_cls: 1.0039, loss: 1.0039, grad_norm: 6.8727 2021-02-11 17:57:09,610 - mmaction - INFO - Epoch [48][3200/3757] lr: 1.000e-04, eta: 1:08:18, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 1.0196, loss: 1.0196, grad_norm: 6.8560 2021-02-11 17:57:18,647 - mmaction - INFO - Epoch [48][3220/3757] lr: 1.000e-04, eta: 1:08:08, time: 0.452, data_time: 0.059, memory: 7076, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.8883, loss: 0.8883, grad_norm: 6.4322 2021-02-11 17:57:27,381 - mmaction - INFO - Epoch [48][3240/3757] lr: 1.000e-04, eta: 1:07:58, time: 0.437, data_time: 0.003, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9148, loss_cls: 0.9712, loss: 0.9712, grad_norm: 6.7463 2021-02-11 17:57:38,111 - mmaction - INFO - Epoch [48][3260/3757] lr: 1.000e-04, eta: 1:07:48, time: 0.536, data_time: 0.017, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9326, loss: 0.9326, grad_norm: 6.4496 2021-02-11 17:57:46,924 - mmaction - INFO - Epoch [48][3280/3757] lr: 1.000e-04, eta: 1:07:37, time: 0.440, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9622, loss: 0.9622, grad_norm: 6.4568 2021-02-11 17:57:56,325 - mmaction - INFO - Epoch [48][3300/3757] lr: 1.000e-04, eta: 1:07:27, time: 0.470, data_time: 0.066, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9125, loss_cls: 1.0138, loss: 1.0138, grad_norm: 7.0340 2021-02-11 17:58:05,827 - mmaction - INFO - Epoch [48][3320/3757] lr: 1.000e-04, eta: 1:07:17, time: 0.476, data_time: 0.017, memory: 7076, top1_acc: 0.7719, top5_acc: 0.9203, loss_cls: 0.9160, loss: 0.9160, grad_norm: 6.5845 2021-02-11 17:58:15,416 - mmaction - INFO - Epoch [48][3340/3757] lr: 1.000e-04, eta: 1:07:07, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7812, top5_acc: 0.9305, loss_cls: 0.8955, loss: 0.8955, grad_norm: 6.4397 2021-02-11 17:58:24,759 - mmaction - INFO - Epoch [48][3360/3757] lr: 1.000e-04, eta: 1:06:57, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0389, loss: 1.0389, grad_norm: 6.7736 2021-02-11 17:58:34,507 - mmaction - INFO - Epoch [48][3380/3757] lr: 1.000e-04, eta: 1:06:47, time: 0.486, data_time: 0.022, memory: 7076, top1_acc: 0.7656, top5_acc: 0.9242, loss_cls: 0.8990, loss: 0.8990, grad_norm: 6.5564 2021-02-11 17:58:44,231 - mmaction - INFO - Epoch [48][3400/3757] lr: 1.000e-04, eta: 1:06:36, time: 0.488, data_time: 0.004, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9164, loss_cls: 0.9437, loss: 0.9437, grad_norm: 6.5565 2021-02-11 17:58:52,934 - mmaction - INFO - Epoch [48][3420/3757] lr: 1.000e-04, eta: 1:06:26, time: 0.433, data_time: 0.002, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0604, loss: 1.0604, grad_norm: 7.0233 2021-02-11 17:59:02,751 - mmaction - INFO - Epoch [48][3440/3757] lr: 1.000e-04, eta: 1:06:16, time: 0.493, data_time: 0.003, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9172, loss_cls: 1.0386, loss: 1.0386, grad_norm: 7.0544 2021-02-11 17:59:12,587 - mmaction - INFO - Epoch [48][3460/3757] lr: 1.000e-04, eta: 1:06:06, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9164, loss_cls: 0.9094, loss: 0.9094, grad_norm: 6.3327 2021-02-11 17:59:20,964 - mmaction - INFO - Epoch [48][3480/3757] lr: 1.000e-04, eta: 1:05:56, time: 0.419, data_time: 0.029, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9382, loss: 0.9382, grad_norm: 6.7672 2021-02-11 17:59:30,816 - mmaction - INFO - Epoch [48][3500/3757] lr: 1.000e-04, eta: 1:05:45, time: 0.492, data_time: 0.077, memory: 7076, top1_acc: 0.7797, top5_acc: 0.9195, loss_cls: 0.8833, loss: 0.8833, grad_norm: 6.2363 2021-02-11 17:59:39,665 - mmaction - INFO - Epoch [48][3520/3757] lr: 1.000e-04, eta: 1:05:35, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9102, loss_cls: 0.9562, loss: 0.9562, grad_norm: 6.3910 2021-02-11 17:59:49,454 - mmaction - INFO - Epoch [48][3540/3757] lr: 1.000e-04, eta: 1:05:25, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9180, loss_cls: 0.9666, loss: 0.9666, grad_norm: 6.6464 2021-02-11 17:59:58,028 - mmaction - INFO - Epoch [48][3560/3757] lr: 1.000e-04, eta: 1:05:15, time: 0.431, data_time: 0.006, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9086, loss_cls: 0.9362, loss: 0.9362, grad_norm: 6.6315 2021-02-11 18:00:08,789 - mmaction - INFO - Epoch [48][3580/3757] lr: 1.000e-04, eta: 1:05:05, time: 0.537, data_time: 0.003, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9156, loss_cls: 0.9231, loss: 0.9231, grad_norm: 6.5745 2021-02-11 18:00:19,568 - mmaction - INFO - Epoch [48][3600/3757] lr: 1.000e-04, eta: 1:04:55, time: 0.537, data_time: 0.005, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9266, loss_cls: 0.8993, loss: 0.8993, grad_norm: 6.4085 2021-02-11 18:00:28,746 - mmaction - INFO - Epoch [48][3620/3757] lr: 1.000e-04, eta: 1:04:44, time: 0.464, data_time: 0.007, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9732, loss: 0.9732, grad_norm: 6.7024 2021-02-11 18:00:43,299 - mmaction - INFO - Epoch [48][3640/3757] lr: 1.000e-04, eta: 1:04:34, time: 0.714, data_time: 0.014, memory: 7076, top1_acc: 0.7750, top5_acc: 0.9141, loss_cls: 0.9279, loss: 0.9279, grad_norm: 6.4148 2021-02-11 18:00:52,058 - mmaction - INFO - Epoch [48][3660/3757] lr: 1.000e-04, eta: 1:04:24, time: 0.451, data_time: 0.017, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9242, loss_cls: 0.9407, loss: 0.9407, grad_norm: 6.7473 2021-02-11 18:01:34,954 - mmaction - INFO - Epoch [48][3680/3757] lr: 1.000e-04, eta: 1:04:15, time: 2.140, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9055, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.7097 2021-02-11 18:01:43,534 - mmaction - INFO - Epoch [48][3700/3757] lr: 1.000e-04, eta: 1:04:05, time: 0.434, data_time: 0.008, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9180, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.7631 2021-02-11 18:01:58,562 - mmaction - INFO - Epoch [48][3720/3757] lr: 1.000e-04, eta: 1:03:55, time: 0.747, data_time: 0.000, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8992, loss_cls: 1.0245, loss: 1.0245, grad_norm: 6.7843 2021-02-11 18:02:08,435 - mmaction - INFO - Epoch [48][3740/3757] lr: 1.000e-04, eta: 1:03:45, time: 0.498, data_time: 0.008, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 0.9994, loss: 0.9994, grad_norm: 6.9743 2021-02-11 18:06:26,114 - mmaction - INFO - Epoch [49][20/3757] lr: 1.000e-04, eta: 1:03:35, time: 11.741, data_time: 11.219, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.7311 2021-02-11 18:06:36,102 - mmaction - INFO - Epoch [49][40/3757] lr: 1.000e-04, eta: 1:03:25, time: 0.509, data_time: 0.060, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9125, loss_cls: 1.0042, loss: 1.0042, grad_norm: 6.7664 2021-02-11 18:06:48,663 - mmaction - INFO - Epoch [49][60/3757] lr: 1.000e-04, eta: 1:03:15, time: 0.627, data_time: 0.045, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9172, loss_cls: 0.9296, loss: 0.9296, grad_norm: 6.4971 2021-02-11 18:06:57,493 - mmaction - INFO - Epoch [49][80/3757] lr: 1.000e-04, eta: 1:03:05, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9460, loss: 0.9460, grad_norm: 6.7137 2021-02-11 18:07:08,003 - mmaction - INFO - Epoch [49][100/3757] lr: 1.000e-04, eta: 1:02:55, time: 0.525, data_time: 0.095, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9125, loss_cls: 0.9384, loss: 0.9384, grad_norm: 6.5745 2021-02-11 18:07:17,636 - mmaction - INFO - Epoch [49][120/3757] lr: 1.000e-04, eta: 1:02:44, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9086, loss_cls: 0.9883, loss: 0.9883, grad_norm: 6.6613 2021-02-11 18:07:26,608 - mmaction - INFO - Epoch [49][140/3757] lr: 1.000e-04, eta: 1:02:34, time: 0.447, data_time: 0.002, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9147, loss: 0.9147, grad_norm: 6.5723 2021-02-11 18:07:37,188 - mmaction - INFO - Epoch [49][160/3757] lr: 1.000e-04, eta: 1:02:24, time: 0.528, data_time: 0.003, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9172, loss_cls: 0.9226, loss: 0.9226, grad_norm: 6.5444 2021-02-11 18:07:45,239 - mmaction - INFO - Epoch [49][180/3757] lr: 1.000e-04, eta: 1:02:14, time: 0.405, data_time: 0.004, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9211, loss_cls: 0.9050, loss: 0.9050, grad_norm: 6.6329 2021-02-11 18:07:55,595 - mmaction - INFO - Epoch [49][200/3757] lr: 1.000e-04, eta: 1:02:04, time: 0.516, data_time: 0.070, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9697, loss: 0.9697, grad_norm: 6.5489 2021-02-11 18:08:05,738 - mmaction - INFO - Epoch [49][220/3757] lr: 1.000e-04, eta: 1:01:53, time: 0.509, data_time: 0.003, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9610, loss: 0.9610, grad_norm: 6.6521 2021-02-11 18:08:15,553 - mmaction - INFO - Epoch [49][240/3757] lr: 1.000e-04, eta: 1:01:43, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9109, loss_cls: 1.0492, loss: 1.0492, grad_norm: 6.8767 2021-02-11 18:08:24,157 - mmaction - INFO - Epoch [49][260/3757] lr: 1.000e-04, eta: 1:01:33, time: 0.430, data_time: 0.002, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9125, loss_cls: 0.9739, loss: 0.9739, grad_norm: 6.6363 2021-02-11 18:08:34,108 - mmaction - INFO - Epoch [49][280/3757] lr: 1.000e-04, eta: 1:01:23, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9180, loss_cls: 0.9828, loss: 0.9828, grad_norm: 6.6976 2021-02-11 18:08:44,092 - mmaction - INFO - Epoch [49][300/3757] lr: 1.000e-04, eta: 1:01:12, time: 0.501, data_time: 0.003, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9125, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.7669 2021-02-11 18:08:55,979 - mmaction - INFO - Epoch [49][320/3757] lr: 1.000e-04, eta: 1:01:02, time: 0.584, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.8969, loss_cls: 1.0239, loss: 1.0239, grad_norm: 6.7497 2021-02-11 18:09:05,686 - mmaction - INFO - Epoch [49][340/3757] lr: 1.000e-04, eta: 1:00:52, time: 0.496, data_time: 0.012, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9203, loss_cls: 0.9465, loss: 0.9465, grad_norm: 6.5678 2021-02-11 18:09:15,743 - mmaction - INFO - Epoch [49][360/3757] lr: 1.000e-04, eta: 1:00:42, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9180, loss_cls: 0.9113, loss: 0.9113, grad_norm: 6.4975 2021-02-11 18:09:24,719 - mmaction - INFO - Epoch [49][380/3757] lr: 1.000e-04, eta: 1:00:32, time: 0.451, data_time: 0.003, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9125, loss_cls: 0.9545, loss: 0.9545, grad_norm: 6.7154 2021-02-11 18:09:35,435 - mmaction - INFO - Epoch [49][400/3757] lr: 1.000e-04, eta: 1:00:22, time: 0.529, data_time: 0.002, memory: 7076, top1_acc: 0.7812, top5_acc: 0.9242, loss_cls: 0.8773, loss: 0.8773, grad_norm: 6.3392 2021-02-11 18:09:45,328 - mmaction - INFO - Epoch [49][420/3757] lr: 1.000e-04, eta: 1:00:11, time: 0.502, data_time: 0.009, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 1.0247, loss: 1.0247, grad_norm: 6.7864 2021-02-11 18:09:54,514 - mmaction - INFO - Epoch [49][440/3757] lr: 1.000e-04, eta: 1:00:01, time: 0.449, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.7409 2021-02-11 18:10:03,824 - mmaction - INFO - Epoch [49][460/3757] lr: 1.000e-04, eta: 0:59:51, time: 0.476, data_time: 0.012, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9242, loss_cls: 0.9538, loss: 0.9538, grad_norm: 6.8681 2021-02-11 18:10:14,712 - mmaction - INFO - Epoch [49][480/3757] lr: 1.000e-04, eta: 0:59:41, time: 0.544, data_time: 0.002, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9172, loss_cls: 0.9605, loss: 0.9605, grad_norm: 6.6995 2021-02-11 18:10:23,625 - mmaction - INFO - Epoch [49][500/3757] lr: 1.000e-04, eta: 0:59:31, time: 0.446, data_time: 0.002, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9234, loss_cls: 0.8991, loss: 0.8991, grad_norm: 6.4531 2021-02-11 18:10:32,757 - mmaction - INFO - Epoch [49][520/3757] lr: 1.000e-04, eta: 0:59:20, time: 0.456, data_time: 0.001, memory: 7076, top1_acc: 0.7688, top5_acc: 0.9141, loss_cls: 0.9466, loss: 0.9466, grad_norm: 6.8982 2021-02-11 18:10:42,474 - mmaction - INFO - Epoch [49][540/3757] lr: 1.000e-04, eta: 0:59:10, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0036, loss: 1.0036, grad_norm: 6.6202 2021-02-11 18:10:53,202 - mmaction - INFO - Epoch [49][560/3757] lr: 1.000e-04, eta: 0:59:00, time: 0.540, data_time: 0.005, memory: 7076, top1_acc: 0.7688, top5_acc: 0.9180, loss_cls: 0.9295, loss: 0.9295, grad_norm: 6.7296 2021-02-11 18:11:01,496 - mmaction - INFO - Epoch [49][580/3757] lr: 1.000e-04, eta: 0:58:50, time: 0.415, data_time: 0.002, memory: 7076, top1_acc: 0.7250, top5_acc: 0.9047, loss_cls: 1.0101, loss: 1.0101, grad_norm: 6.8718 2021-02-11 18:11:13,110 - mmaction - INFO - Epoch [49][600/3757] lr: 1.000e-04, eta: 0:58:40, time: 0.578, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 1.0221, loss: 1.0221, grad_norm: 6.8564 2021-02-11 18:11:21,139 - mmaction - INFO - Epoch [49][620/3757] lr: 1.000e-04, eta: 0:58:29, time: 0.404, data_time: 0.030, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9266, loss_cls: 0.8831, loss: 0.8831, grad_norm: 6.5474 2021-02-11 18:11:30,923 - mmaction - INFO - Epoch [49][640/3757] lr: 1.000e-04, eta: 0:58:19, time: 0.489, data_time: 0.001, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9211, loss_cls: 0.9152, loss: 0.9152, grad_norm: 6.3835 2021-02-11 18:11:41,032 - mmaction - INFO - Epoch [49][660/3757] lr: 1.000e-04, eta: 0:58:09, time: 0.504, data_time: 0.002, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9023, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.6916 2021-02-11 18:11:50,983 - mmaction - INFO - Epoch [49][680/3757] lr: 1.000e-04, eta: 0:57:59, time: 0.499, data_time: 0.003, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.8425 2021-02-11 18:12:00,498 - mmaction - INFO - Epoch [49][700/3757] lr: 1.000e-04, eta: 0:57:49, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9125, loss_cls: 0.9751, loss: 0.9751, grad_norm: 6.6529 2021-02-11 18:12:10,191 - mmaction - INFO - Epoch [49][720/3757] lr: 1.000e-04, eta: 0:57:38, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.7750, top5_acc: 0.9164, loss_cls: 0.9068, loss: 0.9068, grad_norm: 6.5078 2021-02-11 18:12:19,729 - mmaction - INFO - Epoch [49][740/3757] lr: 1.000e-04, eta: 0:57:28, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9180, loss_cls: 0.9836, loss: 0.9836, grad_norm: 6.7640 2021-02-11 18:12:28,415 - mmaction - INFO - Epoch [49][760/3757] lr: 1.000e-04, eta: 0:57:18, time: 0.434, data_time: 0.001, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9148, loss_cls: 0.9302, loss: 0.9302, grad_norm: 6.6146 2021-02-11 18:12:39,244 - mmaction - INFO - Epoch [49][780/3757] lr: 1.000e-04, eta: 0:57:08, time: 0.540, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9699, loss: 0.9699, grad_norm: 6.6836 2021-02-11 18:12:47,853 - mmaction - INFO - Epoch [49][800/3757] lr: 1.000e-04, eta: 0:56:58, time: 0.432, data_time: 0.004, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 0.9889, loss: 0.9889, grad_norm: 6.7669 2021-02-11 18:12:58,113 - mmaction - INFO - Epoch [49][820/3757] lr: 1.000e-04, eta: 0:56:47, time: 0.513, data_time: 0.001, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9156, loss_cls: 0.9776, loss: 0.9776, grad_norm: 6.8439 2021-02-11 18:13:06,407 - mmaction - INFO - Epoch [49][840/3757] lr: 1.000e-04, eta: 0:56:37, time: 0.414, data_time: 0.002, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9609, loss: 0.9609, grad_norm: 6.7445 2021-02-11 18:13:16,580 - mmaction - INFO - Epoch [49][860/3757] lr: 1.000e-04, eta: 0:56:27, time: 0.509, data_time: 0.004, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 0.9502, loss: 0.9502, grad_norm: 6.5233 2021-02-11 18:13:26,359 - mmaction - INFO - Epoch [49][880/3757] lr: 1.000e-04, eta: 0:56:17, time: 0.490, data_time: 0.004, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9133, loss_cls: 0.9409, loss: 0.9409, grad_norm: 6.6404 2021-02-11 18:13:36,498 - mmaction - INFO - Epoch [49][900/3757] lr: 1.000e-04, eta: 0:56:07, time: 0.507, data_time: 0.002, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9164, loss_cls: 0.9787, loss: 0.9787, grad_norm: 6.9481 2021-02-11 18:13:45,584 - mmaction - INFO - Epoch [49][920/3757] lr: 1.000e-04, eta: 0:55:56, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9250, loss_cls: 0.9249, loss: 0.9249, grad_norm: 6.7222 2021-02-11 18:13:54,551 - mmaction - INFO - Epoch [49][940/3757] lr: 1.000e-04, eta: 0:55:46, time: 0.450, data_time: 0.002, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9078, loss_cls: 0.9294, loss: 0.9294, grad_norm: 6.3708 2021-02-11 18:14:04,091 - mmaction - INFO - Epoch [49][960/3757] lr: 1.000e-04, eta: 0:55:36, time: 0.474, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9086, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.7461 2021-02-11 18:14:14,523 - mmaction - INFO - Epoch [49][980/3757] lr: 1.000e-04, eta: 0:55:26, time: 0.510, data_time: 0.004, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.7325 2021-02-11 18:14:23,753 - mmaction - INFO - Epoch [49][1000/3757] lr: 1.000e-04, eta: 0:55:15, time: 0.477, data_time: 0.016, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9117, loss_cls: 0.9537, loss: 0.9537, grad_norm: 6.6487 2021-02-11 18:14:32,710 - mmaction - INFO - Epoch [49][1020/3757] lr: 1.000e-04, eta: 0:55:05, time: 0.447, data_time: 0.001, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9187, loss_cls: 0.9260, loss: 0.9260, grad_norm: 6.4696 2021-02-11 18:14:41,948 - mmaction - INFO - Epoch [49][1040/3757] lr: 1.000e-04, eta: 0:54:55, time: 0.462, data_time: 0.009, memory: 7076, top1_acc: 0.7719, top5_acc: 0.9141, loss_cls: 0.9491, loss: 0.9491, grad_norm: 6.6741 2021-02-11 18:14:52,159 - mmaction - INFO - Epoch [49][1060/3757] lr: 1.000e-04, eta: 0:54:45, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9250, loss_cls: 0.9076, loss: 0.9076, grad_norm: 6.5654 2021-02-11 18:15:00,790 - mmaction - INFO - Epoch [49][1080/3757] lr: 1.000e-04, eta: 0:54:35, time: 0.432, data_time: 0.002, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9148, loss_cls: 0.9305, loss: 0.9305, grad_norm: 6.5568 2021-02-11 18:15:10,809 - mmaction - INFO - Epoch [49][1100/3757] lr: 1.000e-04, eta: 0:54:24, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 0.9732, loss: 0.9732, grad_norm: 6.8535 2021-02-11 18:15:21,071 - mmaction - INFO - Epoch [49][1120/3757] lr: 1.000e-04, eta: 0:54:14, time: 0.513, data_time: 0.002, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9078, loss_cls: 1.0037, loss: 1.0037, grad_norm: 6.7167 2021-02-11 18:15:30,392 - mmaction - INFO - Epoch [49][1140/3757] lr: 1.000e-04, eta: 0:54:04, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.7773, top5_acc: 0.9242, loss_cls: 0.9061, loss: 0.9061, grad_norm: 6.5798 2021-02-11 18:15:39,534 - mmaction - INFO - Epoch [49][1160/3757] lr: 1.000e-04, eta: 0:53:54, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9187, loss_cls: 0.8924, loss: 0.8924, grad_norm: 6.4980 2021-02-11 18:15:48,973 - mmaction - INFO - Epoch [49][1180/3757] lr: 1.000e-04, eta: 0:53:44, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9187, loss_cls: 0.8962, loss: 0.8962, grad_norm: 6.4356 2021-02-11 18:15:58,449 - mmaction - INFO - Epoch [49][1200/3757] lr: 1.000e-04, eta: 0:53:33, time: 0.479, data_time: 0.006, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9203, loss_cls: 0.9357, loss: 0.9357, grad_norm: 6.6915 2021-02-11 18:16:09,366 - mmaction - INFO - Epoch [49][1220/3757] lr: 1.000e-04, eta: 0:53:23, time: 0.546, data_time: 0.002, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9234, loss_cls: 0.8798, loss: 0.8798, grad_norm: 6.3949 2021-02-11 18:16:18,180 - mmaction - INFO - Epoch [49][1240/3757] lr: 1.000e-04, eta: 0:53:13, time: 0.441, data_time: 0.069, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 0.9785, loss: 0.9785, grad_norm: 6.7932 2021-02-11 18:16:28,206 - mmaction - INFO - Epoch [49][1260/3757] lr: 1.000e-04, eta: 0:53:03, time: 0.501, data_time: 0.062, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9266, loss_cls: 0.9543, loss: 0.9543, grad_norm: 6.7974 2021-02-11 18:16:36,849 - mmaction - INFO - Epoch [49][1280/3757] lr: 1.000e-04, eta: 0:52:53, time: 0.432, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9433, loss: 0.9433, grad_norm: 6.7424 2021-02-11 18:16:46,497 - mmaction - INFO - Epoch [49][1300/3757] lr: 1.000e-04, eta: 0:52:42, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9219, loss_cls: 0.9122, loss: 0.9122, grad_norm: 6.5891 2021-02-11 18:16:56,438 - mmaction - INFO - Epoch [49][1320/3757] lr: 1.000e-04, eta: 0:52:32, time: 0.499, data_time: 0.003, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9156, loss_cls: 0.9702, loss: 0.9702, grad_norm: 6.7872 2021-02-11 18:17:05,810 - mmaction - INFO - Epoch [49][1340/3757] lr: 1.000e-04, eta: 0:52:22, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9156, loss_cls: 0.9781, loss: 0.9781, grad_norm: 6.6289 2021-02-11 18:17:14,690 - mmaction - INFO - Epoch [49][1360/3757] lr: 1.000e-04, eta: 0:52:12, time: 0.443, data_time: 0.002, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 0.9791, loss: 0.9791, grad_norm: 6.7782 2021-02-11 18:17:23,753 - mmaction - INFO - Epoch [49][1380/3757] lr: 1.000e-04, eta: 0:52:02, time: 0.455, data_time: 0.002, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9227, loss_cls: 0.9462, loss: 0.9462, grad_norm: 6.8490 2021-02-11 18:17:33,964 - mmaction - INFO - Epoch [49][1400/3757] lr: 1.000e-04, eta: 0:51:51, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0452, loss: 1.0452, grad_norm: 6.7875 2021-02-11 18:17:44,272 - mmaction - INFO - Epoch [49][1420/3757] lr: 1.000e-04, eta: 0:51:41, time: 0.510, data_time: 0.002, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9156, loss_cls: 0.9467, loss: 0.9467, grad_norm: 6.6687 2021-02-11 18:17:53,102 - mmaction - INFO - Epoch [49][1440/3757] lr: 1.000e-04, eta: 0:51:31, time: 0.448, data_time: 0.007, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9086, loss_cls: 0.9783, loss: 0.9783, grad_norm: 6.7113 2021-02-11 18:18:02,202 - mmaction - INFO - Epoch [49][1460/3757] lr: 1.000e-04, eta: 0:51:21, time: 0.454, data_time: 0.001, memory: 7076, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9100, loss: 0.9100, grad_norm: 6.4677 2021-02-11 18:18:11,849 - mmaction - INFO - Epoch [49][1480/3757] lr: 1.000e-04, eta: 0:51:11, time: 0.483, data_time: 0.002, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 0.9656, loss: 0.9656, grad_norm: 6.6389 2021-02-11 18:18:21,924 - mmaction - INFO - Epoch [49][1500/3757] lr: 1.000e-04, eta: 0:51:00, time: 0.502, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.9208, loss: 0.9208, grad_norm: 6.8328 2021-02-11 18:18:31,306 - mmaction - INFO - Epoch [49][1520/3757] lr: 1.000e-04, eta: 0:50:50, time: 0.470, data_time: 0.004, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9086, loss_cls: 1.0071, loss: 1.0071, grad_norm: 6.7542 2021-02-11 18:18:41,720 - mmaction - INFO - Epoch [49][1540/3757] lr: 1.000e-04, eta: 0:50:40, time: 0.521, data_time: 0.003, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8992, loss_cls: 1.0552, loss: 1.0552, grad_norm: 6.7457 2021-02-11 18:18:50,614 - mmaction - INFO - Epoch [49][1560/3757] lr: 1.000e-04, eta: 0:50:30, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9195, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.8833 2021-02-11 18:19:00,848 - mmaction - INFO - Epoch [49][1580/3757] lr: 1.000e-04, eta: 0:50:20, time: 0.501, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9750, loss: 0.9750, grad_norm: 6.8900 2021-02-11 18:19:10,127 - mmaction - INFO - Epoch [49][1600/3757] lr: 1.000e-04, eta: 0:50:09, time: 0.475, data_time: 0.012, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9879, loss: 0.9879, grad_norm: 6.5292 2021-02-11 18:19:20,250 - mmaction - INFO - Epoch [49][1620/3757] lr: 1.000e-04, eta: 0:49:59, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9566, loss: 0.9566, grad_norm: 6.5380 2021-02-11 18:19:28,788 - mmaction - INFO - Epoch [49][1640/3757] lr: 1.000e-04, eta: 0:49:49, time: 0.427, data_time: 0.002, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9133, loss_cls: 0.9684, loss: 0.9684, grad_norm: 6.5695 2021-02-11 18:19:38,757 - mmaction - INFO - Epoch [49][1660/3757] lr: 1.000e-04, eta: 0:49:39, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9125, loss_cls: 0.9525, loss: 0.9525, grad_norm: 6.6582 2021-02-11 18:19:47,918 - mmaction - INFO - Epoch [49][1680/3757] lr: 1.000e-04, eta: 0:49:29, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.0102, loss: 1.0102, grad_norm: 6.6362 2021-02-11 18:19:56,716 - mmaction - INFO - Epoch [49][1700/3757] lr: 1.000e-04, eta: 0:49:18, time: 0.441, data_time: 0.002, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9016, loss_cls: 0.9985, loss: 0.9985, grad_norm: 6.5030 2021-02-11 18:20:06,130 - mmaction - INFO - Epoch [49][1720/3757] lr: 1.000e-04, eta: 0:49:08, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9070, loss_cls: 0.9660, loss: 0.9660, grad_norm: 6.4073 2021-02-11 18:20:16,825 - mmaction - INFO - Epoch [49][1740/3757] lr: 1.000e-04, eta: 0:48:58, time: 0.534, data_time: 0.003, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9125, loss_cls: 1.0068, loss: 1.0068, grad_norm: 6.8450 2021-02-11 18:20:24,533 - mmaction - INFO - Epoch [49][1760/3757] lr: 1.000e-04, eta: 0:48:48, time: 0.389, data_time: 0.010, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9187, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.7231 2021-02-11 18:20:35,214 - mmaction - INFO - Epoch [49][1780/3757] lr: 1.000e-04, eta: 0:48:38, time: 0.509, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9023, loss_cls: 1.0253, loss: 1.0253, grad_norm: 6.6215 2021-02-11 18:20:43,824 - mmaction - INFO - Epoch [49][1800/3757] lr: 1.000e-04, eta: 0:48:27, time: 0.455, data_time: 0.046, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9164, loss: 0.9164, grad_norm: 6.5325 2021-02-11 18:20:54,586 - mmaction - INFO - Epoch [49][1820/3757] lr: 1.000e-04, eta: 0:48:17, time: 0.538, data_time: 0.015, memory: 7076, top1_acc: 0.7430, top5_acc: 0.8969, loss_cls: 1.0121, loss: 1.0121, grad_norm: 6.8193 2021-02-11 18:21:03,321 - mmaction - INFO - Epoch [49][1840/3757] lr: 1.000e-04, eta: 0:48:07, time: 0.436, data_time: 0.061, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9195, loss_cls: 0.9492, loss: 0.9492, grad_norm: 6.7878 2021-02-11 18:21:13,519 - mmaction - INFO - Epoch [49][1860/3757] lr: 1.000e-04, eta: 0:47:57, time: 0.500, data_time: 0.047, memory: 7076, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0702, loss: 1.0702, grad_norm: 6.9613 2021-02-11 18:21:22,428 - mmaction - INFO - Epoch [49][1880/3757] lr: 1.000e-04, eta: 0:47:47, time: 0.456, data_time: 0.012, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 1.0101, loss: 1.0101, grad_norm: 6.7852 2021-02-11 18:21:31,982 - mmaction - INFO - Epoch [49][1900/3757] lr: 1.000e-04, eta: 0:47:36, time: 0.477, data_time: 0.084, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9728, loss: 0.9728, grad_norm: 6.7791 2021-02-11 18:21:41,935 - mmaction - INFO - Epoch [49][1920/3757] lr: 1.000e-04, eta: 0:47:26, time: 0.495, data_time: 0.055, memory: 7076, top1_acc: 0.7492, top5_acc: 0.8977, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.8659 2021-02-11 18:21:51,480 - mmaction - INFO - Epoch [49][1940/3757] lr: 1.000e-04, eta: 0:47:16, time: 0.480, data_time: 0.035, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9266, loss_cls: 0.9542, loss: 0.9542, grad_norm: 6.7940 2021-02-11 18:22:01,285 - mmaction - INFO - Epoch [49][1960/3757] lr: 1.000e-04, eta: 0:47:06, time: 0.489, data_time: 0.015, memory: 7076, top1_acc: 0.7773, top5_acc: 0.9203, loss_cls: 0.8886, loss: 0.8886, grad_norm: 6.3636 2021-02-11 18:22:11,248 - mmaction - INFO - Epoch [49][1980/3757] lr: 1.000e-04, eta: 0:46:56, time: 0.498, data_time: 0.002, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9086, loss_cls: 0.9732, loss: 0.9732, grad_norm: 6.6122 2021-02-11 18:22:20,475 - mmaction - INFO - Epoch [49][2000/3757] lr: 1.000e-04, eta: 0:46:45, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 1.0616, loss: 1.0616, grad_norm: 6.8404 2021-02-11 18:22:29,677 - mmaction - INFO - Epoch [49][2020/3757] lr: 1.000e-04, eta: 0:46:35, time: 0.459, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.7362 2021-02-11 18:22:39,182 - mmaction - INFO - Epoch [49][2040/3757] lr: 1.000e-04, eta: 0:46:25, time: 0.477, data_time: 0.002, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9172, loss_cls: 0.9338, loss: 0.9338, grad_norm: 6.5439 2021-02-11 18:22:49,654 - mmaction - INFO - Epoch [49][2060/3757] lr: 1.000e-04, eta: 0:46:15, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 1.0286, loss: 1.0286, grad_norm: 6.9429 2021-02-11 18:22:59,121 - mmaction - INFO - Epoch [49][2080/3757] lr: 1.000e-04, eta: 0:46:05, time: 0.474, data_time: 0.002, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9510, loss: 0.9510, grad_norm: 6.7065 2021-02-11 18:23:08,915 - mmaction - INFO - Epoch [49][2100/3757] lr: 1.000e-04, eta: 0:45:54, time: 0.490, data_time: 0.088, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9047, loss_cls: 0.9981, loss: 0.9981, grad_norm: 6.8237 2021-02-11 18:23:18,589 - mmaction - INFO - Epoch [49][2120/3757] lr: 1.000e-04, eta: 0:45:44, time: 0.483, data_time: 0.112, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9047, loss_cls: 0.9844, loss: 0.9844, grad_norm: 6.5919 2021-02-11 18:23:27,839 - mmaction - INFO - Epoch [49][2140/3757] lr: 1.000e-04, eta: 0:45:34, time: 0.463, data_time: 0.082, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9148, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.7756 2021-02-11 18:23:37,852 - mmaction - INFO - Epoch [49][2160/3757] lr: 1.000e-04, eta: 0:45:24, time: 0.501, data_time: 0.075, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9256, loss: 0.9256, grad_norm: 6.7216 2021-02-11 18:23:46,207 - mmaction - INFO - Epoch [49][2180/3757] lr: 1.000e-04, eta: 0:45:14, time: 0.418, data_time: 0.001, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9242, loss_cls: 0.8925, loss: 0.8925, grad_norm: 6.5592 2021-02-11 18:23:57,210 - mmaction - INFO - Epoch [49][2200/3757] lr: 1.000e-04, eta: 0:45:04, time: 0.549, data_time: 0.009, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9441, loss: 0.9441, grad_norm: 6.6296 2021-02-11 18:24:05,432 - mmaction - INFO - Epoch [49][2220/3757] lr: 1.000e-04, eta: 0:44:53, time: 0.413, data_time: 0.003, memory: 7076, top1_acc: 0.7484, top5_acc: 0.8953, loss_cls: 1.0633, loss: 1.0633, grad_norm: 7.0049 2021-02-11 18:24:15,380 - mmaction - INFO - Epoch [49][2240/3757] lr: 1.000e-04, eta: 0:44:43, time: 0.497, data_time: 0.001, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9187, loss_cls: 0.9223, loss: 0.9223, grad_norm: 6.4717 2021-02-11 18:24:24,829 - mmaction - INFO - Epoch [49][2260/3757] lr: 1.000e-04, eta: 0:44:33, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.9213, loss: 0.9213, grad_norm: 6.3871 2021-02-11 18:24:33,611 - mmaction - INFO - Epoch [49][2280/3757] lr: 1.000e-04, eta: 0:44:23, time: 0.439, data_time: 0.002, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.7341 2021-02-11 18:24:43,073 - mmaction - INFO - Epoch [49][2300/3757] lr: 1.000e-04, eta: 0:44:13, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9156, loss_cls: 1.0182, loss: 1.0182, grad_norm: 6.9073 2021-02-11 18:24:53,585 - mmaction - INFO - Epoch [49][2320/3757] lr: 1.000e-04, eta: 0:44:02, time: 0.522, data_time: 0.003, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9117, loss_cls: 0.9800, loss: 0.9800, grad_norm: 6.5741 2021-02-11 18:25:02,049 - mmaction - INFO - Epoch [49][2340/3757] lr: 1.000e-04, eta: 0:43:52, time: 0.429, data_time: 0.007, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9242, loss_cls: 0.9460, loss: 0.9460, grad_norm: 6.7601 2021-02-11 18:25:11,647 - mmaction - INFO - Epoch [49][2360/3757] lr: 1.000e-04, eta: 0:43:42, time: 0.480, data_time: 0.010, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9195, loss_cls: 0.9500, loss: 0.9500, grad_norm: 6.6867 2021-02-11 18:25:22,140 - mmaction - INFO - Epoch [49][2380/3757] lr: 1.000e-04, eta: 0:43:32, time: 0.523, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9195, loss_cls: 0.9392, loss: 0.9392, grad_norm: 6.4736 2021-02-11 18:25:32,008 - mmaction - INFO - Epoch [49][2400/3757] lr: 1.000e-04, eta: 0:43:22, time: 0.493, data_time: 0.084, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9000, loss_cls: 0.9692, loss: 0.9692, grad_norm: 6.6988 2021-02-11 18:25:41,116 - mmaction - INFO - Epoch [49][2420/3757] lr: 1.000e-04, eta: 0:43:11, time: 0.457, data_time: 0.093, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9133, loss_cls: 1.0102, loss: 1.0102, grad_norm: 7.0428 2021-02-11 18:25:51,519 - mmaction - INFO - Epoch [49][2440/3757] lr: 1.000e-04, eta: 0:43:01, time: 0.518, data_time: 0.086, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 1.0112, loss: 1.0112, grad_norm: 6.6009 2021-02-11 18:26:00,992 - mmaction - INFO - Epoch [49][2460/3757] lr: 1.000e-04, eta: 0:42:51, time: 0.476, data_time: 0.092, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9156, loss_cls: 0.9577, loss: 0.9577, grad_norm: 6.6298 2021-02-11 18:26:10,141 - mmaction - INFO - Epoch [49][2480/3757] lr: 1.000e-04, eta: 0:42:41, time: 0.457, data_time: 0.099, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9109, loss_cls: 0.9657, loss: 0.9657, grad_norm: 6.6940 2021-02-11 18:26:20,203 - mmaction - INFO - Epoch [49][2500/3757] lr: 1.000e-04, eta: 0:42:31, time: 0.503, data_time: 0.091, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.9442, loss: 0.9442, grad_norm: 6.8065 2021-02-11 18:26:29,397 - mmaction - INFO - Epoch [49][2520/3757] lr: 1.000e-04, eta: 0:42:20, time: 0.460, data_time: 0.071, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0203, loss: 1.0203, grad_norm: 6.8374 2021-02-11 18:26:39,098 - mmaction - INFO - Epoch [49][2540/3757] lr: 1.000e-04, eta: 0:42:10, time: 0.475, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0132, loss: 1.0132, grad_norm: 6.7656 2021-02-11 18:26:49,311 - mmaction - INFO - Epoch [49][2560/3757] lr: 1.000e-04, eta: 0:42:00, time: 0.520, data_time: 0.011, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9086, loss_cls: 0.9674, loss: 0.9674, grad_norm: 6.6087 2021-02-11 18:26:58,145 - mmaction - INFO - Epoch [49][2580/3757] lr: 1.000e-04, eta: 0:41:50, time: 0.442, data_time: 0.002, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9047, loss_cls: 0.9678, loss: 0.9678, grad_norm: 6.7464 2021-02-11 18:27:07,417 - mmaction - INFO - Epoch [49][2600/3757] lr: 1.000e-04, eta: 0:41:40, time: 0.458, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9156, loss_cls: 0.9519, loss: 0.9519, grad_norm: 6.5283 2021-02-11 18:27:17,697 - mmaction - INFO - Epoch [49][2620/3757] lr: 1.000e-04, eta: 0:41:29, time: 0.519, data_time: 0.007, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9125, loss_cls: 0.9948, loss: 0.9948, grad_norm: 6.7444 2021-02-11 18:27:26,300 - mmaction - INFO - Epoch [49][2640/3757] lr: 1.000e-04, eta: 0:41:19, time: 0.430, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.0695, loss: 1.0695, grad_norm: 6.8590 2021-02-11 18:27:36,713 - mmaction - INFO - Epoch [49][2660/3757] lr: 1.000e-04, eta: 0:41:09, time: 0.520, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9227, loss_cls: 0.9465, loss: 0.9465, grad_norm: 6.7825 2021-02-11 18:27:46,821 - mmaction - INFO - Epoch [49][2680/3757] lr: 1.000e-04, eta: 0:40:59, time: 0.505, data_time: 0.002, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 1.0234, loss: 1.0234, grad_norm: 7.0379 2021-02-11 18:27:55,297 - mmaction - INFO - Epoch [49][2700/3757] lr: 1.000e-04, eta: 0:40:49, time: 0.424, data_time: 0.008, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9728, loss: 0.9728, grad_norm: 6.8349 2021-02-11 18:28:04,764 - mmaction - INFO - Epoch [49][2720/3757] lr: 1.000e-04, eta: 0:40:38, time: 0.467, data_time: 0.120, memory: 7076, top1_acc: 0.7406, top5_acc: 0.9055, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.9484 2021-02-11 18:28:14,840 - mmaction - INFO - Epoch [49][2740/3757] lr: 1.000e-04, eta: 0:40:28, time: 0.510, data_time: 0.050, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9024, loss: 0.9024, grad_norm: 6.4374 2021-02-11 18:28:24,251 - mmaction - INFO - Epoch [49][2760/3757] lr: 1.000e-04, eta: 0:40:18, time: 0.470, data_time: 0.001, memory: 7076, top1_acc: 0.7734, top5_acc: 0.9195, loss_cls: 0.9349, loss: 0.9349, grad_norm: 6.5597 2021-02-11 18:28:33,023 - mmaction - INFO - Epoch [49][2780/3757] lr: 1.000e-04, eta: 0:40:08, time: 0.438, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9242, loss_cls: 0.9126, loss: 0.9126, grad_norm: 6.6127 2021-02-11 18:28:42,878 - mmaction - INFO - Epoch [49][2800/3757] lr: 1.000e-04, eta: 0:39:58, time: 0.493, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.8969, loss_cls: 1.0709, loss: 1.0709, grad_norm: 7.1145 2021-02-11 18:28:52,631 - mmaction - INFO - Epoch [49][2820/3757] lr: 1.000e-04, eta: 0:39:48, time: 0.488, data_time: 0.005, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9047, loss_cls: 0.9816, loss: 0.9816, grad_norm: 6.7638 2021-02-11 18:29:02,013 - mmaction - INFO - Epoch [49][2840/3757] lr: 1.000e-04, eta: 0:39:37, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9070, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.6133 2021-02-11 18:29:11,473 - mmaction - INFO - Epoch [49][2860/3757] lr: 1.000e-04, eta: 0:39:27, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9070, loss_cls: 0.9963, loss: 0.9963, grad_norm: 6.5772 2021-02-11 18:29:21,536 - mmaction - INFO - Epoch [49][2880/3757] lr: 1.000e-04, eta: 0:39:17, time: 0.503, data_time: 0.005, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9164, loss_cls: 0.9559, loss: 0.9559, grad_norm: 6.5494 2021-02-11 18:29:30,523 - mmaction - INFO - Epoch [49][2900/3757] lr: 1.000e-04, eta: 0:39:07, time: 0.454, data_time: 0.014, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9273, loss_cls: 0.9213, loss: 0.9213, grad_norm: 6.8411 2021-02-11 18:29:40,723 - mmaction - INFO - Epoch [49][2920/3757] lr: 1.000e-04, eta: 0:38:57, time: 0.510, data_time: 0.001, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9234, loss_cls: 0.9281, loss: 0.9281, grad_norm: 6.4626 2021-02-11 18:29:49,851 - mmaction - INFO - Epoch [49][2940/3757] lr: 1.000e-04, eta: 0:38:46, time: 0.456, data_time: 0.002, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9258, loss_cls: 0.9109, loss: 0.9109, grad_norm: 6.5192 2021-02-11 18:29:59,636 - mmaction - INFO - Epoch [49][2960/3757] lr: 1.000e-04, eta: 0:38:36, time: 0.485, data_time: 0.002, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9148, loss_cls: 0.9796, loss: 0.9796, grad_norm: 6.8976 2021-02-11 18:30:08,601 - mmaction - INFO - Epoch [49][2980/3757] lr: 1.000e-04, eta: 0:38:26, time: 0.453, data_time: 0.005, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 1.0185, loss: 1.0185, grad_norm: 6.9073 2021-02-11 18:30:18,501 - mmaction - INFO - Epoch [49][3000/3757] lr: 1.000e-04, eta: 0:38:16, time: 0.492, data_time: 0.001, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 0.9776, loss: 0.9776, grad_norm: 6.6513 2021-02-11 18:30:26,730 - mmaction - INFO - Epoch [49][3020/3757] lr: 1.000e-04, eta: 0:38:06, time: 0.414, data_time: 0.004, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9603, loss: 0.9603, grad_norm: 6.8535 2021-02-11 18:30:36,691 - mmaction - INFO - Epoch [49][3040/3757] lr: 1.000e-04, eta: 0:37:55, time: 0.498, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9406, loss: 0.9406, grad_norm: 6.5461 2021-02-11 18:30:47,520 - mmaction - INFO - Epoch [49][3060/3757] lr: 1.000e-04, eta: 0:37:45, time: 0.536, data_time: 0.001, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9195, loss_cls: 0.9252, loss: 0.9252, grad_norm: 6.5201 2021-02-11 18:30:55,172 - mmaction - INFO - Epoch [49][3080/3757] lr: 1.000e-04, eta: 0:37:35, time: 0.388, data_time: 0.015, memory: 7076, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.0790, loss: 1.0790, grad_norm: 7.1586 2021-02-11 18:31:06,082 - mmaction - INFO - Epoch [49][3100/3757] lr: 1.000e-04, eta: 0:37:25, time: 0.536, data_time: 0.021, memory: 7076, top1_acc: 0.7773, top5_acc: 0.9227, loss_cls: 0.9030, loss: 0.9030, grad_norm: 6.6781 2021-02-11 18:31:15,281 - mmaction - INFO - Epoch [49][3120/3757] lr: 1.000e-04, eta: 0:37:15, time: 0.469, data_time: 0.011, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9172, loss_cls: 0.9534, loss: 0.9534, grad_norm: 6.9920 2021-02-11 18:31:24,743 - mmaction - INFO - Epoch [49][3140/3757] lr: 1.000e-04, eta: 0:37:04, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.6464 2021-02-11 18:31:33,713 - mmaction - INFO - Epoch [49][3160/3757] lr: 1.000e-04, eta: 0:36:54, time: 0.453, data_time: 0.006, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9211, loss_cls: 0.9246, loss: 0.9246, grad_norm: 6.6660 2021-02-11 18:31:43,514 - mmaction - INFO - Epoch [49][3180/3757] lr: 1.000e-04, eta: 0:36:44, time: 0.490, data_time: 0.002, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9281, loss_cls: 0.9037, loss: 0.9037, grad_norm: 6.8044 2021-02-11 18:31:53,771 - mmaction - INFO - Epoch [49][3200/3757] lr: 1.000e-04, eta: 0:36:34, time: 0.511, data_time: 0.094, memory: 7076, top1_acc: 0.7391, top5_acc: 0.8945, loss_cls: 1.0587, loss: 1.0587, grad_norm: 6.9690 2021-02-11 18:32:02,765 - mmaction - INFO - Epoch [49][3220/3757] lr: 1.000e-04, eta: 0:36:24, time: 0.451, data_time: 0.098, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9039, loss_cls: 0.9986, loss: 0.9986, grad_norm: 6.7723 2021-02-11 18:32:12,546 - mmaction - INFO - Epoch [49][3240/3757] lr: 1.000e-04, eta: 0:36:14, time: 0.481, data_time: 0.128, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9180, loss_cls: 0.9474, loss: 0.9474, grad_norm: 6.5305 2021-02-11 18:32:21,648 - mmaction - INFO - Epoch [49][3260/3757] lr: 1.000e-04, eta: 0:36:03, time: 0.463, data_time: 0.010, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9211, loss_cls: 0.9531, loss: 0.9531, grad_norm: 6.6502 2021-02-11 18:32:31,180 - mmaction - INFO - Epoch [49][3280/3757] lr: 1.000e-04, eta: 0:35:53, time: 0.469, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 0.9816, loss: 0.9816, grad_norm: 6.8628 2021-02-11 18:32:41,340 - mmaction - INFO - Epoch [49][3300/3757] lr: 1.000e-04, eta: 0:35:43, time: 0.515, data_time: 0.011, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9203, loss_cls: 0.9614, loss: 0.9614, grad_norm: 6.7621 2021-02-11 18:32:50,817 - mmaction - INFO - Epoch [49][3320/3757] lr: 1.000e-04, eta: 0:35:33, time: 0.474, data_time: 0.002, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9195, loss_cls: 0.9518, loss: 0.9518, grad_norm: 6.7215 2021-02-11 18:33:00,285 - mmaction - INFO - Epoch [49][3340/3757] lr: 1.000e-04, eta: 0:35:23, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 1.0086, loss: 1.0086, grad_norm: 6.6590 2021-02-11 18:33:10,221 - mmaction - INFO - Epoch [49][3360/3757] lr: 1.000e-04, eta: 0:35:12, time: 0.498, data_time: 0.002, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9102, loss_cls: 0.9593, loss: 0.9593, grad_norm: 6.5351 2021-02-11 18:33:20,724 - mmaction - INFO - Epoch [49][3380/3757] lr: 1.000e-04, eta: 0:35:02, time: 0.519, data_time: 0.001, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 0.9995, loss: 0.9995, grad_norm: 6.7346 2021-02-11 18:33:30,048 - mmaction - INFO - Epoch [49][3400/3757] lr: 1.000e-04, eta: 0:34:52, time: 0.472, data_time: 0.007, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9164, loss_cls: 0.9663, loss: 0.9663, grad_norm: 6.7652 2021-02-11 18:33:39,479 - mmaction - INFO - Epoch [49][3420/3757] lr: 1.000e-04, eta: 0:34:42, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9078, loss_cls: 0.9982, loss: 0.9982, grad_norm: 6.8738 2021-02-11 18:33:49,071 - mmaction - INFO - Epoch [49][3440/3757] lr: 1.000e-04, eta: 0:34:32, time: 0.477, data_time: 0.003, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9172, loss_cls: 0.9918, loss: 0.9918, grad_norm: 6.8150 2021-02-11 18:33:58,885 - mmaction - INFO - Epoch [49][3460/3757] lr: 1.000e-04, eta: 0:34:22, time: 0.491, data_time: 0.006, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9102, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.6778 2021-02-11 18:34:08,222 - mmaction - INFO - Epoch [49][3480/3757] lr: 1.000e-04, eta: 0:34:11, time: 0.467, data_time: 0.004, memory: 7076, top1_acc: 0.7281, top5_acc: 0.9125, loss_cls: 1.0241, loss: 1.0241, grad_norm: 6.8475 2021-02-11 18:34:17,684 - mmaction - INFO - Epoch [49][3500/3757] lr: 1.000e-04, eta: 0:34:01, time: 0.476, data_time: 0.003, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9003, loss: 0.9003, grad_norm: 6.4136 2021-02-11 18:34:28,102 - mmaction - INFO - Epoch [49][3520/3757] lr: 1.000e-04, eta: 0:33:51, time: 0.520, data_time: 0.021, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9943, loss: 0.9943, grad_norm: 6.8229 2021-02-11 18:34:36,024 - mmaction - INFO - Epoch [49][3540/3757] lr: 1.000e-04, eta: 0:33:41, time: 0.397, data_time: 0.002, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9297, loss_cls: 0.9183, loss: 0.9183, grad_norm: 6.3987 2021-02-11 18:34:46,167 - mmaction - INFO - Epoch [49][3560/3757] lr: 1.000e-04, eta: 0:33:31, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9836, loss: 0.9836, grad_norm: 6.9977 2021-02-11 18:34:56,392 - mmaction - INFO - Epoch [49][3580/3757] lr: 1.000e-04, eta: 0:33:20, time: 0.511, data_time: 0.002, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9187, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.9370 2021-02-11 18:35:04,352 - mmaction - INFO - Epoch [49][3600/3757] lr: 1.000e-04, eta: 0:33:10, time: 0.399, data_time: 0.002, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9055, loss_cls: 0.9542, loss: 0.9542, grad_norm: 6.4241 2021-02-11 18:35:14,467 - mmaction - INFO - Epoch [49][3620/3757] lr: 1.000e-04, eta: 0:33:00, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9117, loss_cls: 1.0406, loss: 1.0406, grad_norm: 6.7544 2021-02-11 18:35:23,930 - mmaction - INFO - Epoch [49][3640/3757] lr: 1.000e-04, eta: 0:32:50, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9227, loss_cls: 0.9368, loss: 0.9368, grad_norm: 6.4647 2021-02-11 18:35:33,415 - mmaction - INFO - Epoch [49][3660/3757] lr: 1.000e-04, eta: 0:32:40, time: 0.473, data_time: 0.010, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.8595 2021-02-11 18:35:43,404 - mmaction - INFO - Epoch [49][3680/3757] lr: 1.000e-04, eta: 0:32:29, time: 0.500, data_time: 0.033, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9242, loss_cls: 0.9396, loss: 0.9396, grad_norm: 6.7646 2021-02-11 18:35:53,942 - mmaction - INFO - Epoch [49][3700/3757] lr: 1.000e-04, eta: 0:32:19, time: 0.528, data_time: 0.002, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.5393 2021-02-11 18:36:03,545 - mmaction - INFO - Epoch [49][3720/3757] lr: 1.000e-04, eta: 0:32:09, time: 0.479, data_time: 0.002, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9055, loss_cls: 0.9719, loss: 0.9719, grad_norm: 6.6783 2021-02-11 18:36:12,764 - mmaction - INFO - Epoch [49][3740/3757] lr: 1.000e-04, eta: 0:31:59, time: 0.460, data_time: 0.003, memory: 7076, top1_acc: 0.7227, top5_acc: 0.9078, loss_cls: 1.0478, loss: 1.0478, grad_norm: 6.7013 2021-02-11 18:39:33,400 - mmaction - INFO - Epoch [50][20/3757] lr: 1.000e-04, eta: 0:31:43, time: 9.171, data_time: 8.701, memory: 7076, top1_acc: 0.7711, top5_acc: 0.9344, loss_cls: 0.8837, loss: 0.8837, grad_norm: 6.4739 2021-02-11 18:39:43,019 - mmaction - INFO - Epoch [50][40/3757] lr: 1.000e-04, eta: 0:31:33, time: 0.483, data_time: 0.100, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 0.9909, loss: 0.9909, grad_norm: 6.8269 2021-02-11 18:39:52,362 - mmaction - INFO - Epoch [50][60/3757] lr: 1.000e-04, eta: 0:31:23, time: 0.468, data_time: 0.065, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9328, loss_cls: 0.8778, loss: 0.8778, grad_norm: 6.5228 2021-02-11 18:40:01,734 - mmaction - INFO - Epoch [50][80/3757] lr: 1.000e-04, eta: 0:31:13, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9300, loss: 0.9300, grad_norm: 6.5718 2021-02-11 18:40:12,056 - mmaction - INFO - Epoch [50][100/3757] lr: 1.000e-04, eta: 0:31:03, time: 0.513, data_time: 0.010, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9495, loss: 0.9495, grad_norm: 6.5307 2021-02-11 18:40:21,106 - mmaction - INFO - Epoch [50][120/3757] lr: 1.000e-04, eta: 0:30:52, time: 0.457, data_time: 0.005, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.9371, loss: 0.9371, grad_norm: 6.4889 2021-02-11 18:40:30,993 - mmaction - INFO - Epoch [50][140/3757] lr: 1.000e-04, eta: 0:30:42, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.7359, top5_acc: 0.9125, loss_cls: 0.9867, loss: 0.9867, grad_norm: 6.9434 2021-02-11 18:40:40,248 - mmaction - INFO - Epoch [50][160/3757] lr: 1.000e-04, eta: 0:30:32, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9141, loss_cls: 0.9553, loss: 0.9553, grad_norm: 6.5910 2021-02-11 18:40:49,597 - mmaction - INFO - Epoch [50][180/3757] lr: 1.000e-04, eta: 0:30:22, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9172, loss_cls: 0.9513, loss: 0.9513, grad_norm: 6.6888 2021-02-11 18:40:58,993 - mmaction - INFO - Epoch [50][200/3757] lr: 1.000e-04, eta: 0:30:12, time: 0.465, data_time: 0.002, memory: 7076, top1_acc: 0.7680, top5_acc: 0.9234, loss_cls: 0.9195, loss: 0.9195, grad_norm: 6.5929 2021-02-11 18:41:08,171 - mmaction - INFO - Epoch [50][220/3757] lr: 1.000e-04, eta: 0:30:01, time: 0.463, data_time: 0.006, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9219, loss_cls: 0.9297, loss: 0.9297, grad_norm: 6.5113 2021-02-11 18:41:17,895 - mmaction - INFO - Epoch [50][240/3757] lr: 1.000e-04, eta: 0:29:51, time: 0.486, data_time: 0.002, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9062, loss_cls: 0.9635, loss: 0.9635, grad_norm: 6.4557 2021-02-11 18:41:27,336 - mmaction - INFO - Epoch [50][260/3757] lr: 1.000e-04, eta: 0:29:41, time: 0.472, data_time: 0.001, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9023, loss_cls: 1.0306, loss: 1.0306, grad_norm: 7.0157 2021-02-11 18:41:37,900 - mmaction - INFO - Epoch [50][280/3757] lr: 1.000e-04, eta: 0:29:31, time: 0.525, data_time: 0.046, memory: 7076, top1_acc: 0.7477, top5_acc: 0.8969, loss_cls: 1.0008, loss: 1.0008, grad_norm: 6.7629 2021-02-11 18:41:47,898 - mmaction - INFO - Epoch [50][300/3757] lr: 1.000e-04, eta: 0:29:21, time: 0.504, data_time: 0.005, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 0.9929, loss: 0.9929, grad_norm: 6.7638 2021-02-11 18:41:55,439 - mmaction - INFO - Epoch [50][320/3757] lr: 1.000e-04, eta: 0:29:10, time: 0.376, data_time: 0.001, memory: 7076, top1_acc: 0.7711, top5_acc: 0.9156, loss_cls: 0.9037, loss: 0.9037, grad_norm: 6.5136 2021-02-11 18:42:05,445 - mmaction - INFO - Epoch [50][340/3757] lr: 1.000e-04, eta: 0:29:00, time: 0.501, data_time: 0.003, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9718, loss: 0.9718, grad_norm: 6.8380 2021-02-11 18:42:14,730 - mmaction - INFO - Epoch [50][360/3757] lr: 1.000e-04, eta: 0:28:50, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9258, loss_cls: 0.9381, loss: 0.9381, grad_norm: 6.6374 2021-02-11 18:42:24,140 - mmaction - INFO - Epoch [50][380/3757] lr: 1.000e-04, eta: 0:28:40, time: 0.478, data_time: 0.009, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.9012, loss: 0.9012, grad_norm: 6.5638 2021-02-11 18:42:34,119 - mmaction - INFO - Epoch [50][400/3757] lr: 1.000e-04, eta: 0:28:30, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9234, loss_cls: 0.9526, loss: 0.9526, grad_norm: 6.5871 2021-02-11 18:42:43,365 - mmaction - INFO - Epoch [50][420/3757] lr: 1.000e-04, eta: 0:28:19, time: 0.467, data_time: 0.006, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9125, loss_cls: 0.9232, loss: 0.9232, grad_norm: 6.5042 2021-02-11 18:42:52,015 - mmaction - INFO - Epoch [50][440/3757] lr: 1.000e-04, eta: 0:28:09, time: 0.429, data_time: 0.001, memory: 7076, top1_acc: 0.7266, top5_acc: 0.9102, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.9425 2021-02-11 18:43:01,284 - mmaction - INFO - Epoch [50][460/3757] lr: 1.000e-04, eta: 0:27:59, time: 0.467, data_time: 0.072, memory: 7076, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9138, loss: 0.9138, grad_norm: 6.5075 2021-02-11 18:43:10,914 - mmaction - INFO - Epoch [50][480/3757] lr: 1.000e-04, eta: 0:27:49, time: 0.481, data_time: 0.053, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9109, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.7570 2021-02-11 18:43:20,207 - mmaction - INFO - Epoch [50][500/3757] lr: 1.000e-04, eta: 0:27:39, time: 0.465, data_time: 0.050, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9172, loss_cls: 0.8962, loss: 0.8962, grad_norm: 6.2870 2021-02-11 18:43:29,216 - mmaction - INFO - Epoch [50][520/3757] lr: 1.000e-04, eta: 0:27:28, time: 0.451, data_time: 0.084, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9156, loss_cls: 0.9651, loss: 0.9651, grad_norm: 6.7033 2021-02-11 18:43:39,195 - mmaction - INFO - Epoch [50][540/3757] lr: 1.000e-04, eta: 0:27:18, time: 0.498, data_time: 0.047, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.8159 2021-02-11 18:43:47,992 - mmaction - INFO - Epoch [50][560/3757] lr: 1.000e-04, eta: 0:27:08, time: 0.441, data_time: 0.002, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9195, loss_cls: 0.9566, loss: 0.9566, grad_norm: 6.7457 2021-02-11 18:43:58,713 - mmaction - INFO - Epoch [50][580/3757] lr: 1.000e-04, eta: 0:26:58, time: 0.531, data_time: 0.002, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9327, loss: 0.9327, grad_norm: 6.5607 2021-02-11 18:44:06,619 - mmaction - INFO - Epoch [50][600/3757] lr: 1.000e-04, eta: 0:26:48, time: 0.399, data_time: 0.007, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9211, loss_cls: 0.9162, loss: 0.9162, grad_norm: 6.5295 2021-02-11 18:44:16,813 - mmaction - INFO - Epoch [50][620/3757] lr: 1.000e-04, eta: 0:26:37, time: 0.510, data_time: 0.008, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0183, loss: 1.0183, grad_norm: 7.0038 2021-02-11 18:44:26,395 - mmaction - INFO - Epoch [50][640/3757] lr: 1.000e-04, eta: 0:26:27, time: 0.479, data_time: 0.068, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9187, loss_cls: 0.9764, loss: 0.9764, grad_norm: 6.8516 2021-02-11 18:44:36,074 - mmaction - INFO - Epoch [50][660/3757] lr: 1.000e-04, eta: 0:26:17, time: 0.484, data_time: 0.096, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9148, loss_cls: 0.9523, loss: 0.9523, grad_norm: 6.7142 2021-02-11 18:44:44,715 - mmaction - INFO - Epoch [50][680/3757] lr: 1.000e-04, eta: 0:26:07, time: 0.431, data_time: 0.081, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9258, loss_cls: 0.9212, loss: 0.9212, grad_norm: 6.4900 2021-02-11 18:44:54,102 - mmaction - INFO - Epoch [50][700/3757] lr: 1.000e-04, eta: 0:25:57, time: 0.470, data_time: 0.031, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9008, loss_cls: 1.0189, loss: 1.0189, grad_norm: 6.9536 2021-02-11 18:45:03,273 - mmaction - INFO - Epoch [50][720/3757] lr: 1.000e-04, eta: 0:25:46, time: 0.459, data_time: 0.007, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9133, loss_cls: 0.9490, loss: 0.9490, grad_norm: 6.5581 2021-02-11 18:45:13,790 - mmaction - INFO - Epoch [50][740/3757] lr: 1.000e-04, eta: 0:25:36, time: 0.524, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9227, loss_cls: 0.9477, loss: 0.9477, grad_norm: 6.7137 2021-02-11 18:45:22,234 - mmaction - INFO - Epoch [50][760/3757] lr: 1.000e-04, eta: 0:25:26, time: 0.425, data_time: 0.003, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 0.9700, loss: 0.9700, grad_norm: 6.9028 2021-02-11 18:45:31,515 - mmaction - INFO - Epoch [50][780/3757] lr: 1.000e-04, eta: 0:25:16, time: 0.462, data_time: 0.001, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9133, loss_cls: 1.0190, loss: 1.0190, grad_norm: 6.9659 2021-02-11 18:45:41,726 - mmaction - INFO - Epoch [50][800/3757] lr: 1.000e-04, eta: 0:25:06, time: 0.506, data_time: 0.002, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 1.0347, loss: 1.0347, grad_norm: 7.0831 2021-02-11 18:45:50,496 - mmaction - INFO - Epoch [50][820/3757] lr: 1.000e-04, eta: 0:24:55, time: 0.445, data_time: 0.008, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 1.0181, loss: 1.0181, grad_norm: 6.7999 2021-02-11 18:46:00,502 - mmaction - INFO - Epoch [50][840/3757] lr: 1.000e-04, eta: 0:24:45, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9521, loss: 0.9521, grad_norm: 6.7374 2021-02-11 18:46:09,644 - mmaction - INFO - Epoch [50][860/3757] lr: 1.000e-04, eta: 0:24:35, time: 0.457, data_time: 0.002, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9141, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.7364 2021-02-11 18:46:18,953 - mmaction - INFO - Epoch [50][880/3757] lr: 1.000e-04, eta: 0:24:25, time: 0.466, data_time: 0.023, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9141, loss_cls: 0.9531, loss: 0.9531, grad_norm: 6.6509 2021-02-11 18:46:29,089 - mmaction - INFO - Epoch [50][900/3757] lr: 1.000e-04, eta: 0:24:15, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7539, top5_acc: 0.9094, loss_cls: 0.9484, loss: 0.9484, grad_norm: 6.4655 2021-02-11 18:46:38,074 - mmaction - INFO - Epoch [50][920/3757] lr: 1.000e-04, eta: 0:24:04, time: 0.448, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9062, loss_cls: 0.9698, loss: 0.9698, grad_norm: 6.8465 2021-02-11 18:46:47,510 - mmaction - INFO - Epoch [50][940/3757] lr: 1.000e-04, eta: 0:23:54, time: 0.473, data_time: 0.029, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9615, loss: 0.9615, grad_norm: 6.6959 2021-02-11 18:46:57,156 - mmaction - INFO - Epoch [50][960/3757] lr: 1.000e-04, eta: 0:23:44, time: 0.482, data_time: 0.001, memory: 7076, top1_acc: 0.7695, top5_acc: 0.9133, loss_cls: 0.9418, loss: 0.9418, grad_norm: 6.5108 2021-02-11 18:47:06,828 - mmaction - INFO - Epoch [50][980/3757] lr: 1.000e-04, eta: 0:23:34, time: 0.483, data_time: 0.001, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9180, loss_cls: 0.9507, loss: 0.9507, grad_norm: 6.6195 2021-02-11 18:47:15,880 - mmaction - INFO - Epoch [50][1000/3757] lr: 1.000e-04, eta: 0:23:24, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.7391, top5_acc: 0.9102, loss_cls: 1.0119, loss: 1.0119, grad_norm: 6.8990 2021-02-11 18:47:24,369 - mmaction - INFO - Epoch [50][1020/3757] lr: 1.000e-04, eta: 0:23:13, time: 0.425, data_time: 0.001, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9187, loss_cls: 0.9749, loss: 0.9749, grad_norm: 6.9066 2021-02-11 18:47:34,226 - mmaction - INFO - Epoch [50][1040/3757] lr: 1.000e-04, eta: 0:23:03, time: 0.493, data_time: 0.001, memory: 7076, top1_acc: 0.7633, top5_acc: 0.9141, loss_cls: 0.9685, loss: 0.9685, grad_norm: 6.5832 2021-02-11 18:47:43,848 - mmaction - INFO - Epoch [50][1060/3757] lr: 1.000e-04, eta: 0:22:53, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9853, loss: 0.9853, grad_norm: 6.8516 2021-02-11 18:47:53,194 - mmaction - INFO - Epoch [50][1080/3757] lr: 1.000e-04, eta: 0:22:43, time: 0.468, data_time: 0.002, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9141, loss_cls: 0.9629, loss: 0.9629, grad_norm: 6.6685 2021-02-11 18:48:02,000 - mmaction - INFO - Epoch [50][1100/3757] lr: 1.000e-04, eta: 0:22:33, time: 0.440, data_time: 0.001, memory: 7076, top1_acc: 0.7836, top5_acc: 0.9156, loss_cls: 0.9338, loss: 0.9338, grad_norm: 6.6030 2021-02-11 18:48:12,133 - mmaction - INFO - Epoch [50][1120/3757] lr: 1.000e-04, eta: 0:22:22, time: 0.506, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.9003 2021-02-11 18:48:21,631 - mmaction - INFO - Epoch [50][1140/3757] lr: 1.000e-04, eta: 0:22:12, time: 0.476, data_time: 0.003, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9180, loss_cls: 0.9591, loss: 0.9591, grad_norm: 6.7631 2021-02-11 18:48:31,290 - mmaction - INFO - Epoch [50][1160/3757] lr: 1.000e-04, eta: 0:22:02, time: 0.479, data_time: 0.000, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9399, loss: 0.9399, grad_norm: 6.6798 2021-02-11 18:48:40,945 - mmaction - INFO - Epoch [50][1180/3757] lr: 1.000e-04, eta: 0:21:52, time: 0.486, data_time: 0.005, memory: 7076, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0026, loss: 1.0026, grad_norm: 6.8439 2021-02-11 18:48:49,832 - mmaction - INFO - Epoch [50][1200/3757] lr: 1.000e-04, eta: 0:21:42, time: 0.444, data_time: 0.000, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9172, loss_cls: 0.9387, loss: 0.9387, grad_norm: 6.5548 2021-02-11 18:49:00,426 - mmaction - INFO - Epoch [50][1220/3757] lr: 1.000e-04, eta: 0:21:31, time: 0.530, data_time: 0.002, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9008, loss_cls: 0.9751, loss: 0.9751, grad_norm: 6.7956 2021-02-11 18:49:08,927 - mmaction - INFO - Epoch [50][1240/3757] lr: 1.000e-04, eta: 0:21:21, time: 0.425, data_time: 0.008, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9409, loss: 0.9409, grad_norm: 6.5971 2021-02-11 18:49:18,799 - mmaction - INFO - Epoch [50][1260/3757] lr: 1.000e-04, eta: 0:21:11, time: 0.494, data_time: 0.001, memory: 7076, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.0534, loss: 1.0534, grad_norm: 7.0314 2021-02-11 18:49:27,470 - mmaction - INFO - Epoch [50][1280/3757] lr: 1.000e-04, eta: 0:21:01, time: 0.431, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9125, loss_cls: 0.9581, loss: 0.9581, grad_norm: 6.7328 2021-02-11 18:49:37,447 - mmaction - INFO - Epoch [50][1300/3757] lr: 1.000e-04, eta: 0:20:51, time: 0.502, data_time: 0.024, memory: 7076, top1_acc: 0.7516, top5_acc: 0.9227, loss_cls: 0.9474, loss: 0.9474, grad_norm: 6.7214 2021-02-11 18:49:46,837 - mmaction - INFO - Epoch [50][1320/3757] lr: 1.000e-04, eta: 0:20:40, time: 0.469, data_time: 0.002, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 1.0141, loss: 1.0141, grad_norm: 6.9182 2021-02-11 18:49:57,388 - mmaction - INFO - Epoch [50][1340/3757] lr: 1.000e-04, eta: 0:20:30, time: 0.526, data_time: 0.002, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9320, loss_cls: 0.8767, loss: 0.8767, grad_norm: 6.5527 2021-02-11 18:50:05,856 - mmaction - INFO - Epoch [50][1360/3757] lr: 1.000e-04, eta: 0:20:20, time: 0.425, data_time: 0.003, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9318, loss: 0.9318, grad_norm: 6.8296 2021-02-11 18:50:15,439 - mmaction - INFO - Epoch [50][1380/3757] lr: 1.000e-04, eta: 0:20:10, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9086, loss_cls: 0.9776, loss: 0.9776, grad_norm: 6.8162 2021-02-11 18:50:24,708 - mmaction - INFO - Epoch [50][1400/3757] lr: 1.000e-04, eta: 0:20:00, time: 0.465, data_time: 0.003, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.8297 2021-02-11 18:50:34,085 - mmaction - INFO - Epoch [50][1420/3757] lr: 1.000e-04, eta: 0:19:50, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9011, loss: 0.9011, grad_norm: 6.7135 2021-02-11 18:50:44,257 - mmaction - INFO - Epoch [50][1440/3757] lr: 1.000e-04, eta: 0:19:39, time: 0.509, data_time: 0.002, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9156, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.7476 2021-02-11 18:50:53,501 - mmaction - INFO - Epoch [50][1460/3757] lr: 1.000e-04, eta: 0:19:29, time: 0.462, data_time: 0.033, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9637, loss: 0.9637, grad_norm: 7.0113 2021-02-11 18:51:02,526 - mmaction - INFO - Epoch [50][1480/3757] lr: 1.000e-04, eta: 0:19:19, time: 0.451, data_time: 0.030, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9156, loss_cls: 0.9215, loss: 0.9215, grad_norm: 6.6135 2021-02-11 18:51:12,362 - mmaction - INFO - Epoch [50][1500/3757] lr: 1.000e-04, eta: 0:19:09, time: 0.492, data_time: 0.019, memory: 7076, top1_acc: 0.7781, top5_acc: 0.9102, loss_cls: 0.9154, loss: 0.9154, grad_norm: 6.3884 2021-02-11 18:51:21,532 - mmaction - INFO - Epoch [50][1520/3757] lr: 1.000e-04, eta: 0:18:59, time: 0.457, data_time: 0.001, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9102, loss_cls: 0.9178, loss: 0.9178, grad_norm: 6.3914 2021-02-11 18:51:31,667 - mmaction - INFO - Epoch [50][1540/3757] lr: 1.000e-04, eta: 0:18:48, time: 0.508, data_time: 0.003, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9211, loss_cls: 0.9496, loss: 0.9496, grad_norm: 6.7311 2021-02-11 18:51:40,144 - mmaction - INFO - Epoch [50][1560/3757] lr: 1.000e-04, eta: 0:18:38, time: 0.424, data_time: 0.018, memory: 7076, top1_acc: 0.7594, top5_acc: 0.9180, loss_cls: 0.9012, loss: 0.9012, grad_norm: 6.4970 2021-02-11 18:51:50,105 - mmaction - INFO - Epoch [50][1580/3757] lr: 1.000e-04, eta: 0:18:28, time: 0.495, data_time: 0.053, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9092, loss: 0.9092, grad_norm: 6.6478 2021-02-11 18:51:59,987 - mmaction - INFO - Epoch [50][1600/3757] lr: 1.000e-04, eta: 0:18:18, time: 0.497, data_time: 0.062, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9172, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.7543 2021-02-11 18:52:09,204 - mmaction - INFO - Epoch [50][1620/3757] lr: 1.000e-04, eta: 0:18:08, time: 0.461, data_time: 0.060, memory: 7076, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0136, loss: 1.0136, grad_norm: 6.8197 2021-02-11 18:52:21,519 - mmaction - INFO - Epoch [50][1640/3757] lr: 1.000e-04, eta: 0:17:57, time: 0.616, data_time: 0.021, memory: 7076, top1_acc: 0.7719, top5_acc: 0.9297, loss_cls: 0.8940, loss: 0.8940, grad_norm: 6.7499 2021-02-11 18:52:29,561 - mmaction - INFO - Epoch [50][1660/3757] lr: 1.000e-04, eta: 0:17:47, time: 0.402, data_time: 0.001, memory: 7076, top1_acc: 0.7461, top5_acc: 0.9039, loss_cls: 0.9953, loss: 0.9953, grad_norm: 6.9083 2021-02-11 18:52:39,745 - mmaction - INFO - Epoch [50][1680/3757] lr: 1.000e-04, eta: 0:17:37, time: 0.509, data_time: 0.040, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9813, loss: 0.9813, grad_norm: 6.9202 2021-02-11 18:52:50,104 - mmaction - INFO - Epoch [50][1700/3757] lr: 1.000e-04, eta: 0:17:27, time: 0.518, data_time: 0.002, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 0.9704, loss: 0.9704, grad_norm: 6.7795 2021-02-11 18:52:58,659 - mmaction - INFO - Epoch [50][1720/3757] lr: 1.000e-04, eta: 0:17:17, time: 0.427, data_time: 0.013, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9305, loss_cls: 0.9114, loss: 0.9114, grad_norm: 6.6637 2021-02-11 18:53:08,297 - mmaction - INFO - Epoch [50][1740/3757] lr: 1.000e-04, eta: 0:17:06, time: 0.482, data_time: 0.022, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9203, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.7455 2021-02-11 18:53:18,225 - mmaction - INFO - Epoch [50][1760/3757] lr: 1.000e-04, eta: 0:16:56, time: 0.497, data_time: 0.064, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9203, loss_cls: 0.9353, loss: 0.9353, grad_norm: 6.5860 2021-02-11 18:53:26,708 - mmaction - INFO - Epoch [50][1780/3757] lr: 1.000e-04, eta: 0:16:46, time: 0.423, data_time: 0.001, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9109, loss_cls: 0.9952, loss: 0.9952, grad_norm: 6.8245 2021-02-11 18:53:37,924 - mmaction - INFO - Epoch [50][1800/3757] lr: 1.000e-04, eta: 0:16:36, time: 0.562, data_time: 0.037, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9211, loss_cls: 0.9474, loss: 0.9474, grad_norm: 6.7145 2021-02-11 18:53:45,713 - mmaction - INFO - Epoch [50][1820/3757] lr: 1.000e-04, eta: 0:16:26, time: 0.389, data_time: 0.012, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9738, loss: 0.9738, grad_norm: 6.7665 2021-02-11 18:53:55,385 - mmaction - INFO - Epoch [50][1840/3757] lr: 1.000e-04, eta: 0:16:16, time: 0.484, data_time: 0.031, memory: 7076, top1_acc: 0.7305, top5_acc: 0.9172, loss_cls: 0.9935, loss: 0.9935, grad_norm: 6.8615 2021-02-11 18:54:04,236 - mmaction - INFO - Epoch [50][1860/3757] lr: 1.000e-04, eta: 0:16:05, time: 0.443, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9219, loss_cls: 0.9411, loss: 0.9411, grad_norm: 6.7755 2021-02-11 18:54:14,586 - mmaction - INFO - Epoch [50][1880/3757] lr: 1.000e-04, eta: 0:15:55, time: 0.517, data_time: 0.051, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9117, loss_cls: 0.9844, loss: 0.9844, grad_norm: 6.9519 2021-02-11 18:54:23,809 - mmaction - INFO - Epoch [50][1900/3757] lr: 1.000e-04, eta: 0:15:45, time: 0.462, data_time: 0.006, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9109, loss_cls: 1.0636, loss: 1.0636, grad_norm: 7.1554 2021-02-11 18:54:33,732 - mmaction - INFO - Epoch [50][1920/3757] lr: 1.000e-04, eta: 0:15:35, time: 0.496, data_time: 0.001, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9031, loss_cls: 1.0861, loss: 1.0861, grad_norm: 6.9372 2021-02-11 18:54:42,810 - mmaction - INFO - Epoch [50][1940/3757] lr: 1.000e-04, eta: 0:15:25, time: 0.454, data_time: 0.067, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9117, loss_cls: 0.9149, loss: 0.9149, grad_norm: 6.4816 2021-02-11 18:54:52,232 - mmaction - INFO - Epoch [50][1960/3757] lr: 1.000e-04, eta: 0:15:14, time: 0.471, data_time: 0.019, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9094, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.4962 2021-02-11 18:55:01,773 - mmaction - INFO - Epoch [50][1980/3757] lr: 1.000e-04, eta: 0:15:04, time: 0.478, data_time: 0.049, memory: 7076, top1_acc: 0.7375, top5_acc: 0.9148, loss_cls: 0.9767, loss: 0.9767, grad_norm: 7.0706 2021-02-11 18:55:11,349 - mmaction - INFO - Epoch [50][2000/3757] lr: 1.000e-04, eta: 0:14:54, time: 0.476, data_time: 0.097, memory: 7076, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0358, loss: 1.0358, grad_norm: 7.0173 2021-02-11 18:55:20,788 - mmaction - INFO - Epoch [50][2020/3757] lr: 1.000e-04, eta: 0:14:44, time: 0.475, data_time: 0.091, memory: 7076, top1_acc: 0.7219, top5_acc: 0.9141, loss_cls: 1.0246, loss: 1.0246, grad_norm: 7.0207 2021-02-11 18:55:30,697 - mmaction - INFO - Epoch [50][2040/3757] lr: 1.000e-04, eta: 0:14:34, time: 0.493, data_time: 0.057, memory: 7076, top1_acc: 0.7797, top5_acc: 0.9227, loss_cls: 0.8832, loss: 0.8832, grad_norm: 6.6381 2021-02-11 18:55:39,946 - mmaction - INFO - Epoch [50][2060/3757] lr: 1.000e-04, eta: 0:14:23, time: 0.465, data_time: 0.003, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9070, loss_cls: 0.9275, loss: 0.9275, grad_norm: 6.3636 2021-02-11 18:55:49,529 - mmaction - INFO - Epoch [50][2080/3757] lr: 1.000e-04, eta: 0:14:13, time: 0.478, data_time: 0.000, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9109, loss_cls: 1.0187, loss: 1.0187, grad_norm: 6.8326 2021-02-11 18:55:58,767 - mmaction - INFO - Epoch [50][2100/3757] lr: 1.000e-04, eta: 0:14:03, time: 0.462, data_time: 0.002, memory: 7076, top1_acc: 0.7484, top5_acc: 0.9281, loss_cls: 0.9039, loss: 0.9039, grad_norm: 6.6403 2021-02-11 18:56:08,157 - mmaction - INFO - Epoch [50][2120/3757] lr: 1.000e-04, eta: 0:13:53, time: 0.470, data_time: 0.011, memory: 7076, top1_acc: 0.7430, top5_acc: 0.8953, loss_cls: 1.0652, loss: 1.0652, grad_norm: 7.0902 2021-02-11 18:56:17,678 - mmaction - INFO - Epoch [50][2140/3757] lr: 1.000e-04, eta: 0:13:43, time: 0.476, data_time: 0.121, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9536, loss: 0.9536, grad_norm: 6.6687 2021-02-11 18:56:26,651 - mmaction - INFO - Epoch [50][2160/3757] lr: 1.000e-04, eta: 0:13:32, time: 0.449, data_time: 0.016, memory: 7076, top1_acc: 0.7430, top5_acc: 0.8977, loss_cls: 1.0319, loss: 1.0319, grad_norm: 6.8506 2021-02-11 18:56:36,353 - mmaction - INFO - Epoch [50][2180/3757] lr: 1.000e-04, eta: 0:13:22, time: 0.485, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9047, loss_cls: 0.9587, loss: 0.9587, grad_norm: 6.7433 2021-02-11 18:56:45,890 - mmaction - INFO - Epoch [50][2200/3757] lr: 1.000e-04, eta: 0:13:12, time: 0.476, data_time: 0.000, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9203, loss_cls: 0.9421, loss: 0.9421, grad_norm: 6.7129 2021-02-11 18:56:55,219 - mmaction - INFO - Epoch [50][2220/3757] lr: 1.000e-04, eta: 0:13:02, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9187, loss_cls: 0.9585, loss: 0.9585, grad_norm: 6.7628 2021-02-11 18:57:04,673 - mmaction - INFO - Epoch [50][2240/3757] lr: 1.000e-04, eta: 0:12:52, time: 0.473, data_time: 0.002, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9164, loss_cls: 0.9754, loss: 0.9754, grad_norm: 6.7080 2021-02-11 18:57:14,483 - mmaction - INFO - Epoch [50][2260/3757] lr: 1.000e-04, eta: 0:12:42, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9211, loss_cls: 0.9310, loss: 0.9310, grad_norm: 6.7145 2021-02-11 18:57:23,099 - mmaction - INFO - Epoch [50][2280/3757] lr: 1.000e-04, eta: 0:12:31, time: 0.431, data_time: 0.002, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 0.9708, loss: 0.9708, grad_norm: 6.8073 2021-02-11 18:57:33,493 - mmaction - INFO - Epoch [50][2300/3757] lr: 1.000e-04, eta: 0:12:21, time: 0.517, data_time: 0.001, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9203, loss_cls: 0.9321, loss: 0.9321, grad_norm: 6.6130 2021-02-11 18:57:41,923 - mmaction - INFO - Epoch [50][2320/3757] lr: 1.000e-04, eta: 0:12:11, time: 0.424, data_time: 0.021, memory: 7076, top1_acc: 0.7578, top5_acc: 0.9266, loss_cls: 0.8958, loss: 0.8958, grad_norm: 6.4996 2021-02-11 18:57:51,480 - mmaction - INFO - Epoch [50][2340/3757] lr: 1.000e-04, eta: 0:12:01, time: 0.477, data_time: 0.020, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9273, loss_cls: 0.9188, loss: 0.9188, grad_norm: 6.4378 2021-02-11 18:58:01,100 - mmaction - INFO - Epoch [50][2360/3757] lr: 1.000e-04, eta: 0:11:51, time: 0.481, data_time: 0.001, memory: 7076, top1_acc: 0.7750, top5_acc: 0.9203, loss_cls: 0.9156, loss: 0.9156, grad_norm: 6.6527 2021-02-11 18:58:10,307 - mmaction - INFO - Epoch [50][2380/3757] lr: 1.000e-04, eta: 0:11:40, time: 0.461, data_time: 0.001, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9172, loss_cls: 0.9556, loss: 0.9556, grad_norm: 6.7871 2021-02-11 18:58:20,720 - mmaction - INFO - Epoch [50][2400/3757] lr: 1.000e-04, eta: 0:11:30, time: 0.518, data_time: 0.007, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 0.9650, loss: 0.9650, grad_norm: 6.7660 2021-02-11 18:58:29,023 - mmaction - INFO - Epoch [50][2420/3757] lr: 1.000e-04, eta: 0:11:20, time: 0.417, data_time: 0.004, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.7203 2021-02-11 18:58:38,509 - mmaction - INFO - Epoch [50][2440/3757] lr: 1.000e-04, eta: 0:11:10, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.0573, loss: 1.0573, grad_norm: 6.8364 2021-02-11 18:58:47,761 - mmaction - INFO - Epoch [50][2460/3757] lr: 1.000e-04, eta: 0:11:00, time: 0.466, data_time: 0.004, memory: 7076, top1_acc: 0.7422, top5_acc: 0.9156, loss_cls: 0.9901, loss: 0.9901, grad_norm: 6.7869 2021-02-11 18:58:57,558 - mmaction - INFO - Epoch [50][2480/3757] lr: 1.000e-04, eta: 0:10:49, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9242, loss_cls: 0.9515, loss: 0.9515, grad_norm: 6.7716 2021-02-11 18:59:06,910 - mmaction - INFO - Epoch [50][2500/3757] lr: 1.000e-04, eta: 0:10:39, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7727, top5_acc: 0.9180, loss_cls: 0.9291, loss: 0.9291, grad_norm: 6.4042 2021-02-11 18:59:16,723 - mmaction - INFO - Epoch [50][2520/3757] lr: 1.000e-04, eta: 0:10:29, time: 0.490, data_time: 0.001, memory: 7076, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.7102 2021-02-11 18:59:26,223 - mmaction - INFO - Epoch [50][2540/3757] lr: 1.000e-04, eta: 0:10:19, time: 0.476, data_time: 0.002, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 0.9714, loss: 0.9714, grad_norm: 6.7974 2021-02-11 18:59:35,310 - mmaction - INFO - Epoch [50][2560/3757] lr: 1.000e-04, eta: 0:10:09, time: 0.453, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 1.0245, loss: 1.0245, grad_norm: 6.9213 2021-02-11 18:59:45,464 - mmaction - INFO - Epoch [50][2580/3757] lr: 1.000e-04, eta: 0:09:59, time: 0.508, data_time: 0.003, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9195, loss_cls: 0.9471, loss: 0.9471, grad_norm: 6.6624 2021-02-11 18:59:55,729 - mmaction - INFO - Epoch [50][2600/3757] lr: 1.000e-04, eta: 0:09:48, time: 0.514, data_time: 0.001, memory: 7076, top1_acc: 0.7852, top5_acc: 0.9250, loss_cls: 0.8439, loss: 0.8439, grad_norm: 6.1937 2021-02-11 19:00:03,887 - mmaction - INFO - Epoch [50][2620/3757] lr: 1.000e-04, eta: 0:09:38, time: 0.407, data_time: 0.021, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.9779 2021-02-11 19:00:13,603 - mmaction - INFO - Epoch [50][2640/3757] lr: 1.000e-04, eta: 0:09:28, time: 0.472, data_time: 0.006, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9203, loss_cls: 0.9042, loss: 0.9042, grad_norm: 6.5615 2021-02-11 19:00:23,196 - mmaction - INFO - Epoch [50][2660/3757] lr: 1.000e-04, eta: 0:09:18, time: 0.495, data_time: 0.016, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9410, loss: 0.9410, grad_norm: 6.7320 2021-02-11 19:00:32,040 - mmaction - INFO - Epoch [50][2680/3757] lr: 1.000e-04, eta: 0:09:08, time: 0.438, data_time: 0.002, memory: 7076, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.0428, loss: 1.0428, grad_norm: 6.9842 2021-02-11 19:00:41,549 - mmaction - INFO - Epoch [50][2700/3757] lr: 1.000e-04, eta: 0:08:57, time: 0.480, data_time: 0.005, memory: 7076, top1_acc: 0.7297, top5_acc: 0.9109, loss_cls: 1.0415, loss: 1.0415, grad_norm: 7.0329 2021-02-11 19:00:50,467 - mmaction - INFO - Epoch [50][2720/3757] lr: 1.000e-04, eta: 0:08:47, time: 0.445, data_time: 0.001, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9757, loss: 0.9757, grad_norm: 6.7989 2021-02-11 19:01:00,940 - mmaction - INFO - Epoch [50][2740/3757] lr: 1.000e-04, eta: 0:08:37, time: 0.522, data_time: 0.003, memory: 7076, top1_acc: 0.7703, top5_acc: 0.9102, loss_cls: 0.9308, loss: 0.9308, grad_norm: 6.5690 2021-02-11 19:01:09,572 - mmaction - INFO - Epoch [50][2760/3757] lr: 1.000e-04, eta: 0:08:27, time: 0.434, data_time: 0.003, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9434, loss: 0.9434, grad_norm: 6.4556 2021-02-11 19:01:19,946 - mmaction - INFO - Epoch [50][2780/3757] lr: 1.000e-04, eta: 0:08:17, time: 0.518, data_time: 0.001, memory: 7076, top1_acc: 0.7742, top5_acc: 0.9273, loss_cls: 0.8803, loss: 0.8803, grad_norm: 6.2467 2021-02-11 19:01:28,541 - mmaction - INFO - Epoch [50][2800/3757] lr: 1.000e-04, eta: 0:08:07, time: 0.430, data_time: 0.007, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9117, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.8936 2021-02-11 19:01:38,625 - mmaction - INFO - Epoch [50][2820/3757] lr: 1.000e-04, eta: 0:07:56, time: 0.500, data_time: 0.001, memory: 7076, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0366, loss: 1.0366, grad_norm: 6.9728 2021-02-11 19:01:47,424 - mmaction - INFO - Epoch [50][2840/3757] lr: 1.000e-04, eta: 0:07:46, time: 0.443, data_time: 0.005, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9187, loss_cls: 0.9374, loss: 0.9374, grad_norm: 6.9301 2021-02-11 19:01:57,647 - mmaction - INFO - Epoch [50][2860/3757] lr: 1.000e-04, eta: 0:07:36, time: 0.512, data_time: 0.004, memory: 7076, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0042, loss: 1.0042, grad_norm: 7.1277 2021-02-11 19:02:07,475 - mmaction - INFO - Epoch [50][2880/3757] lr: 1.000e-04, eta: 0:07:26, time: 0.489, data_time: 0.113, memory: 7076, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 0.9646, loss: 0.9646, grad_norm: 6.6861 2021-02-11 19:02:16,113 - mmaction - INFO - Epoch [50][2900/3757] lr: 1.000e-04, eta: 0:07:16, time: 0.434, data_time: 0.006, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.8333 2021-02-11 19:02:26,590 - mmaction - INFO - Epoch [50][2920/3757] lr: 1.000e-04, eta: 0:07:05, time: 0.524, data_time: 0.003, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9164, loss_cls: 0.9237, loss: 0.9237, grad_norm: 6.3096 2021-02-11 19:02:35,919 - mmaction - INFO - Epoch [50][2940/3757] lr: 1.000e-04, eta: 0:06:55, time: 0.466, data_time: 0.001, memory: 7076, top1_acc: 0.7328, top5_acc: 0.9094, loss_cls: 0.9825, loss: 0.9825, grad_norm: 6.8883 2021-02-11 19:02:44,732 - mmaction - INFO - Epoch [50][2960/3757] lr: 1.000e-04, eta: 0:06:45, time: 0.441, data_time: 0.001, memory: 7076, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9449, loss: 0.9449, grad_norm: 6.6049 2021-02-11 19:02:54,090 - mmaction - INFO - Epoch [50][2980/3757] lr: 1.000e-04, eta: 0:06:35, time: 0.467, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9141, loss_cls: 0.9867, loss: 0.9867, grad_norm: 6.5970 2021-02-11 19:03:03,846 - mmaction - INFO - Epoch [50][3000/3757] lr: 1.000e-04, eta: 0:06:25, time: 0.485, data_time: 0.029, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9266, loss_cls: 0.9711, loss: 0.9711, grad_norm: 6.9000 2021-02-11 19:03:13,576 - mmaction - INFO - Epoch [50][3020/3757] lr: 1.000e-04, eta: 0:06:15, time: 0.490, data_time: 0.005, memory: 7076, top1_acc: 0.7430, top5_acc: 0.8922, loss_cls: 1.0455, loss: 1.0455, grad_norm: 6.7186 2021-02-11 19:03:22,840 - mmaction - INFO - Epoch [50][3040/3757] lr: 1.000e-04, eta: 0:06:04, time: 0.463, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9219, loss_cls: 0.9007, loss: 0.9007, grad_norm: 6.4536 2021-02-11 19:03:32,555 - mmaction - INFO - Epoch [50][3060/3757] lr: 1.000e-04, eta: 0:05:54, time: 0.486, data_time: 0.001, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9086, loss_cls: 0.9883, loss: 0.9883, grad_norm: 6.7782 2021-02-11 19:03:41,926 - mmaction - INFO - Epoch [50][3080/3757] lr: 1.000e-04, eta: 0:05:44, time: 0.468, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9305, loss_cls: 0.8849, loss: 0.8849, grad_norm: 6.5791 2021-02-11 19:03:51,399 - mmaction - INFO - Epoch [50][3100/3757] lr: 1.000e-04, eta: 0:05:34, time: 0.471, data_time: 0.002, memory: 7076, top1_acc: 0.7203, top5_acc: 0.9070, loss_cls: 0.9982, loss: 0.9982, grad_norm: 6.8878 2021-02-11 19:04:00,684 - mmaction - INFO - Epoch [50][3120/3757] lr: 1.000e-04, eta: 0:05:24, time: 0.467, data_time: 0.004, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9148, loss_cls: 0.9571, loss: 0.9571, grad_norm: 6.7254 2021-02-11 19:04:09,633 - mmaction - INFO - Epoch [50][3140/3757] lr: 1.000e-04, eta: 0:05:13, time: 0.447, data_time: 0.002, memory: 7076, top1_acc: 0.7570, top5_acc: 0.9195, loss_cls: 0.9131, loss: 0.9131, grad_norm: 6.3890 2021-02-11 19:04:19,052 - mmaction - INFO - Epoch [50][3160/3757] lr: 1.000e-04, eta: 0:05:03, time: 0.472, data_time: 0.009, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9414, loss: 0.9414, grad_norm: 6.5042 2021-02-11 19:04:30,088 - mmaction - INFO - Epoch [50][3180/3757] lr: 1.000e-04, eta: 0:04:53, time: 0.549, data_time: 0.001, memory: 7076, top1_acc: 0.7586, top5_acc: 0.9117, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.5468 2021-02-11 19:04:39,561 - mmaction - INFO - Epoch [50][3200/3757] lr: 1.000e-04, eta: 0:04:43, time: 0.477, data_time: 0.004, memory: 7076, top1_acc: 0.7500, top5_acc: 0.9016, loss_cls: 0.9632, loss: 0.9632, grad_norm: 6.7114 2021-02-11 19:04:49,343 - mmaction - INFO - Epoch [50][3220/3757] lr: 1.000e-04, eta: 0:04:33, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.9322 2021-02-11 19:04:57,782 - mmaction - INFO - Epoch [50][3240/3757] lr: 1.000e-04, eta: 0:04:23, time: 0.423, data_time: 0.007, memory: 7076, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 0.9614, loss: 0.9614, grad_norm: 6.5087 2021-02-11 19:05:08,642 - mmaction - INFO - Epoch [50][3260/3757] lr: 1.000e-04, eta: 0:04:12, time: 0.543, data_time: 0.006, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9141, loss_cls: 0.9854, loss: 0.9854, grad_norm: 6.6276 2021-02-11 19:05:17,288 - mmaction - INFO - Epoch [50][3280/3757] lr: 1.000e-04, eta: 0:04:02, time: 0.432, data_time: 0.002, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 0.9718, loss: 0.9718, grad_norm: 6.8293 2021-02-11 19:05:26,928 - mmaction - INFO - Epoch [50][3300/3757] lr: 1.000e-04, eta: 0:03:52, time: 0.480, data_time: 0.001, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 1.0038, loss: 1.0038, grad_norm: 6.9551 2021-02-11 19:05:36,847 - mmaction - INFO - Epoch [50][3320/3757] lr: 1.000e-04, eta: 0:03:42, time: 0.499, data_time: 0.004, memory: 7076, top1_acc: 0.7648, top5_acc: 0.9305, loss_cls: 0.9095, loss: 0.9095, grad_norm: 6.6439 2021-02-11 19:05:45,009 - mmaction - INFO - Epoch [50][3340/3757] lr: 1.000e-04, eta: 0:03:32, time: 0.408, data_time: 0.000, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9250, loss_cls: 0.9343, loss: 0.9343, grad_norm: 6.6717 2021-02-11 19:05:54,987 - mmaction - INFO - Epoch [50][3360/3757] lr: 1.000e-04, eta: 0:03:22, time: 0.496, data_time: 0.002, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9023, loss_cls: 0.9985, loss: 0.9985, grad_norm: 6.7287 2021-02-11 19:06:04,182 - mmaction - INFO - Epoch [50][3380/3757] lr: 1.000e-04, eta: 0:03:11, time: 0.462, data_time: 0.004, memory: 7076, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9490, loss: 0.9490, grad_norm: 6.6798 2021-02-11 19:06:13,506 - mmaction - INFO - Epoch [50][3400/3757] lr: 1.000e-04, eta: 0:03:01, time: 0.465, data_time: 0.001, memory: 7076, top1_acc: 0.7609, top5_acc: 0.9156, loss_cls: 0.9313, loss: 0.9313, grad_norm: 6.7726 2021-02-11 19:06:22,482 - mmaction - INFO - Epoch [50][3420/3757] lr: 1.000e-04, eta: 0:02:51, time: 0.449, data_time: 0.010, memory: 7076, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9442, loss: 0.9442, grad_norm: 6.7288 2021-02-11 19:06:32,434 - mmaction - INFO - Epoch [50][3440/3757] lr: 1.000e-04, eta: 0:02:41, time: 0.497, data_time: 0.002, memory: 7076, top1_acc: 0.7547, top5_acc: 0.9031, loss_cls: 1.0080, loss: 1.0080, grad_norm: 6.6830 2021-02-11 19:06:41,704 - mmaction - INFO - Epoch [50][3460/3757] lr: 1.000e-04, eta: 0:02:31, time: 0.465, data_time: 0.030, memory: 7076, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0125, loss: 1.0125, grad_norm: 6.9187 2021-02-11 19:06:51,187 - mmaction - INFO - Epoch [50][3480/3757] lr: 1.000e-04, eta: 0:02:20, time: 0.474, data_time: 0.002, memory: 7076, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9702, loss: 0.9702, grad_norm: 6.7743 2021-02-11 19:07:00,713 - mmaction - INFO - Epoch [50][3500/3757] lr: 1.000e-04, eta: 0:02:10, time: 0.477, data_time: 0.001, memory: 7076, top1_acc: 0.7602, top5_acc: 0.9250, loss_cls: 0.9665, loss: 0.9665, grad_norm: 6.6796 2021-02-11 19:07:10,245 - mmaction - INFO - Epoch [50][3520/3757] lr: 1.000e-04, eta: 0:02:00, time: 0.471, data_time: 0.001, memory: 7076, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 0.9792, loss: 0.9792, grad_norm: 6.6225 2021-02-11 19:07:19,264 - mmaction - INFO - Epoch [50][3540/3757] lr: 1.000e-04, eta: 0:01:50, time: 0.457, data_time: 0.025, memory: 7076, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 0.9650, loss: 0.9650, grad_norm: 6.6930 2021-02-11 19:07:29,996 - mmaction - INFO - Epoch [50][3560/3757] lr: 1.000e-04, eta: 0:01:40, time: 0.535, data_time: 0.002, memory: 7076, top1_acc: 0.7664, top5_acc: 0.9313, loss_cls: 0.9014, loss: 0.9014, grad_norm: 6.7087 2021-02-11 19:07:38,295 - mmaction - INFO - Epoch [50][3580/3757] lr: 1.000e-04, eta: 0:01:30, time: 0.417, data_time: 0.023, memory: 7076, top1_acc: 0.7617, top5_acc: 0.9125, loss_cls: 0.9554, loss: 0.9554, grad_norm: 6.7051 2021-02-11 19:07:48,528 - mmaction - INFO - Epoch [50][3600/3757] lr: 1.000e-04, eta: 0:01:19, time: 0.511, data_time: 0.094, memory: 7076, top1_acc: 0.7430, top5_acc: 0.9016, loss_cls: 1.0235, loss: 1.0235, grad_norm: 6.8964 2021-02-11 19:07:57,914 - mmaction - INFO - Epoch [50][3620/3757] lr: 1.000e-04, eta: 0:01:09, time: 0.469, data_time: 0.004, memory: 7076, top1_acc: 0.7523, top5_acc: 0.9203, loss_cls: 1.0012, loss: 1.0012, grad_norm: 6.8542 2021-02-11 19:08:06,942 - mmaction - INFO - Epoch [50][3640/3757] lr: 1.000e-04, eta: 0:00:59, time: 0.452, data_time: 0.002, memory: 7076, top1_acc: 0.7672, top5_acc: 0.9078, loss_cls: 0.9336, loss: 0.9336, grad_norm: 6.5664 2021-02-11 19:08:16,286 - mmaction - INFO - Epoch [50][3660/3757] lr: 1.000e-04, eta: 0:00:49, time: 0.467, data_time: 0.002, memory: 7076, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.7537 2021-02-11 19:08:24,835 - mmaction - INFO - Epoch [50][3680/3757] lr: 1.000e-04, eta: 0:00:39, time: 0.428, data_time: 0.008, memory: 7076, top1_acc: 0.7289, top5_acc: 0.9062, loss_cls: 1.0085, loss: 1.0085, grad_norm: 6.7584 2021-02-11 19:08:34,595 - mmaction - INFO - Epoch [50][3700/3757] lr: 1.000e-04, eta: 0:00:28, time: 0.488, data_time: 0.001, memory: 7076, top1_acc: 0.7492, top5_acc: 0.9031, loss_cls: 0.9639, loss: 0.9639, grad_norm: 6.4179 2021-02-11 19:08:45,941 - mmaction - INFO - Epoch [50][3720/3757] lr: 1.000e-04, eta: 0:00:18, time: 0.565, data_time: 0.001, memory: 7076, top1_acc: 0.7641, top5_acc: 0.9164, loss_cls: 0.9354, loss: 0.9354, grad_norm: 6.7751 2021-02-11 19:08:54,812 - mmaction - INFO - Epoch [50][3740/3757] lr: 1.000e-04, eta: 0:00:08, time: 0.446, data_time: 0.010, memory: 7076, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 0.9990, loss: 0.9990, grad_norm: 6.8556 2021-02-11 19:09:12,986 - mmaction - INFO - Saving checkpoint at 50 epochs 2021-02-11 19:13:54,220 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-02-11 19:13:54,978 - mmaction - INFO - top1_acc 0.7048 top5_acc 0.8940 2021-02-11 19:13:54,978 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-02-11 19:13:55,025 - mmaction - INFO - mean_acc 0.7048 2021-02-11 19:13:55,035 - mmaction - INFO - Epoch(val) [50][3757] top1_acc: 0.7048, top5_acc: 0.8940, mean_class_accuracy: 0.7048