2020-07-25 03:16:25,126 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34) [GCC 7.3.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-9.0 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) PyTorch: 1.3.0 PyTorch compiling details: PyTorch built with: - GCC 4.8 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.20.5 (Git Hash 0125f28c61c1f822fd48570b4c1066f96fcb9b2e) - OpenMP 201107 (a.k.a. OpenMP 3.1) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70 - CuDNN 7.6 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, USE_CUDA=True, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.2.2 OpenCV: 4.2.0 MMCV: 1.0.2 MMAction2: 0.1.0+269057f ------------------------------------------------------------ 2020-07-25 03:16:25,127 - mmaction - INFO - Distributed training: True 2020-07-25 03:16:25,128 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_configs/recognition/tsm/tsm_r50_256p_1x1x8_50e_kinetics400_rgb.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=None) # dataset settings dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train_256p' data_root_val = 'data/kinetics400/rawframes_val_256p' ann_file_train = 'data/kinetics400/kinetics_train_list_256p.txt' ann_file_val = 'data/kinetics400/kinetics_val_list_256p.txt' ann_file_test = 'data/kinetics400/kinetics_val_list_256p.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='FrameSelector', 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='Normalize', **img_norm_cfg), 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='FrameSelector', 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='Normalize', **img_norm_cfg), 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='FrameSelector', 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='Normalize', **img_norm_cfg), 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)) # 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 checkpoint_config = dict(interval=1) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/tsm_r50_256p_1x1x8_100e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2020-07-25 03:16:40,546 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-07-25 03:16:43,419 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-114, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/tsm_r50_256p_1x1x8_50e_kinetics400_rgb 2020-07-25 03:16:43,419 - mmaction - INFO - workflow: [('train', 1)], max: 50 epochs 2020-07-25 03:17:22,071 - mmaction - INFO - Epoch [1][20/3757] lr: 1.000e-02, eta: 4 days, 4:32:32, time: 1.927, data_time: 0.616, memory: 7079, top1_acc: 0.0086, top5_acc: 0.0367, loss_cls: 6.2351, loss: 6.2351, grad_norm: 3.6154 2020-07-25 03:17:33,982 - mmaction - INFO - Epoch [1][40/3757] lr: 1.000e-02, eta: 2 days, 17:53:24, time: 0.599, data_time: 0.007, memory: 7079, top1_acc: 0.0273, top5_acc: 0.0758, loss_cls: 6.2268, loss: 6.2268, grad_norm: 3.9389 2020-07-25 03:17:45,855 - mmaction - INFO - Epoch [1][60/3757] lr: 1.000e-02, eta: 2 days, 6:14:02, time: 0.593, data_time: 0.002, memory: 7079, top1_acc: 0.0383, top5_acc: 0.1258, loss_cls: 5.5466, loss: 5.5466, grad_norm: 3.9811 2020-07-25 03:17:58,397 - mmaction - INFO - Epoch [1][80/3757] lr: 1.000e-02, eta: 2 days, 0:50:37, time: 0.627, data_time: 0.011, memory: 7079, top1_acc: 0.0508, top5_acc: 0.1656, loss_cls: 5.3637, loss: 5.3637, grad_norm: 4.3980 2020-07-25 03:18:10,720 - mmaction - INFO - Epoch [1][100/3757] lr: 1.000e-02, eta: 1 day, 21:30:36, time: 0.617, data_time: 0.004, memory: 7079, top1_acc: 0.0719, top5_acc: 0.2094, loss_cls: 5.1695, loss: 5.1695, grad_norm: 4.8098 2020-07-25 03:18:23,690 - mmaction - INFO - Epoch [1][120/3757] lr: 1.000e-02, eta: 1 day, 19:33:30, time: 0.649, data_time: 0.002, memory: 7079, top1_acc: 0.0953, top5_acc: 0.2461, loss_cls: 4.8695, loss: 4.8695, grad_norm: 5.0700 2020-07-25 03:18:36,893 - mmaction - INFO - Epoch [1][140/3757] lr: 1.000e-02, eta: 1 day, 18:11:46, time: 0.653, data_time: 0.003, memory: 7079, top1_acc: 0.0992, top5_acc: 0.2453, loss_cls: 4.7319, loss: 4.7319, grad_norm: 5.3805 2020-07-25 03:18:48,798 - mmaction - INFO - Epoch [1][160/3757] lr: 1.000e-02, eta: 1 day, 16:50:36, time: 0.602, data_time: 0.009, memory: 7079, top1_acc: 0.1125, top5_acc: 0.2711, loss_cls: 4.6434, loss: 4.6434, grad_norm: 5.4642 2020-07-25 03:19:01,004 - mmaction - INFO - Epoch [1][180/3757] lr: 1.000e-02, eta: 1 day, 15:48:13, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.1211, top5_acc: 0.2797, loss_cls: 4.6412, loss: 4.6412, grad_norm: 5.5194 2020-07-25 03:19:13,877 - mmaction - INFO - Epoch [1][200/3757] lr: 1.000e-02, eta: 1 day, 15:11:53, time: 0.648, data_time: 0.058, memory: 7079, top1_acc: 0.1086, top5_acc: 0.3086, loss_cls: 4.5429, loss: 4.5429, grad_norm: 5.7527 2020-07-25 03:19:27,165 - mmaction - INFO - Epoch [1][220/3757] lr: 1.000e-02, eta: 1 day, 14:44:34, time: 0.657, data_time: 0.057, memory: 7079, top1_acc: 0.1383, top5_acc: 0.2969, loss_cls: 4.5032, loss: 4.5032, grad_norm: 5.6620 2020-07-25 03:19:39,343 - mmaction - INFO - Epoch [1][240/3757] lr: 1.000e-02, eta: 1 day, 14:11:33, time: 0.618, data_time: 0.016, memory: 7079, top1_acc: 0.1352, top5_acc: 0.3344, loss_cls: 4.4199, loss: 4.4199, grad_norm: 5.7762 2020-07-25 03:19:52,781 - mmaction - INFO - Epoch [1][260/3757] lr: 1.000e-02, eta: 1 day, 13:55:15, time: 0.666, data_time: 0.009, memory: 7079, top1_acc: 0.1688, top5_acc: 0.3578, loss_cls: 4.2999, loss: 4.2999, grad_norm: 5.8088 2020-07-25 03:20:05,493 - mmaction - INFO - Epoch [1][280/3757] lr: 1.000e-02, eta: 1 day, 13:35:29, time: 0.640, data_time: 0.027, memory: 7079, top1_acc: 0.1594, top5_acc: 0.3750, loss_cls: 4.1894, loss: 4.1894, grad_norm: 5.8264 2020-07-25 03:20:19,182 - mmaction - INFO - Epoch [1][300/3757] lr: 1.000e-02, eta: 1 day, 13:27:29, time: 0.684, data_time: 0.062, memory: 7079, top1_acc: 0.1789, top5_acc: 0.3805, loss_cls: 4.1520, loss: 4.1520, grad_norm: 6.0290 2020-07-25 03:20:31,645 - mmaction - INFO - Epoch [1][320/3757] lr: 1.000e-02, eta: 1 day, 13:06:57, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.1555, top5_acc: 0.3742, loss_cls: 4.2378, loss: 4.2378, grad_norm: 5.9462 2020-07-25 03:20:44,160 - mmaction - INFO - Epoch [1][340/3757] lr: 1.000e-02, eta: 1 day, 12:52:17, time: 0.634, data_time: 0.011, memory: 7079, top1_acc: 0.1938, top5_acc: 0.4008, loss_cls: 4.0198, loss: 4.0198, grad_norm: 6.0051 2020-07-25 03:20:57,372 - mmaction - INFO - Epoch [1][360/3757] lr: 1.000e-02, eta: 1 day, 12:43:48, time: 0.660, data_time: 0.003, memory: 7079, top1_acc: 0.1547, top5_acc: 0.3828, loss_cls: 4.1596, loss: 4.1596, grad_norm: 5.9507 2020-07-25 03:21:10,452 - mmaction - INFO - Epoch [1][380/3757] lr: 1.000e-02, eta: 1 day, 12:35:13, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.1867, top5_acc: 0.3922, loss_cls: 4.0821, loss: 4.0821, grad_norm: 6.0052 2020-07-25 03:21:23,366 - mmaction - INFO - Epoch [1][400/3757] lr: 1.000e-02, eta: 1 day, 12:25:52, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.1758, top5_acc: 0.3852, loss_cls: 4.0780, loss: 4.0780, grad_norm: 6.0733 2020-07-25 03:21:35,527 - mmaction - INFO - Epoch [1][420/3757] lr: 1.000e-02, eta: 1 day, 12:12:17, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.1922, top5_acc: 0.4086, loss_cls: 3.9055, loss: 3.9055, grad_norm: 6.0403 2020-07-25 03:21:50,009 - mmaction - INFO - Epoch [1][440/3757] lr: 1.000e-02, eta: 1 day, 12:15:31, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.2094, top5_acc: 0.4273, loss_cls: 3.8429, loss: 3.8429, grad_norm: 5.8818 2020-07-25 03:22:02,861 - mmaction - INFO - Epoch [1][460/3757] lr: 1.000e-02, eta: 1 day, 12:08:23, time: 0.646, data_time: 0.009, memory: 7079, top1_acc: 0.1859, top5_acc: 0.4070, loss_cls: 3.9503, loss: 3.9503, grad_norm: 5.9823 2020-07-25 03:22:15,640 - mmaction - INFO - Epoch [1][480/3757] lr: 1.000e-02, eta: 1 day, 12:00:11, time: 0.633, data_time: 0.009, memory: 7079, top1_acc: 0.2133, top5_acc: 0.4406, loss_cls: 3.8291, loss: 3.8291, grad_norm: 6.1050 2020-07-25 03:22:28,662 - mmaction - INFO - Epoch [1][500/3757] lr: 1.000e-02, eta: 1 day, 11:55:40, time: 0.657, data_time: 0.064, memory: 7079, top1_acc: 0.1961, top5_acc: 0.4242, loss_cls: 3.8401, loss: 3.8401, grad_norm: 6.0265 2020-07-25 03:22:41,293 - mmaction - INFO - Epoch [1][520/3757] lr: 1.000e-02, eta: 1 day, 11:48:24, time: 0.632, data_time: 0.017, memory: 7079, top1_acc: 0.1875, top5_acc: 0.4219, loss_cls: 3.9277, loss: 3.9277, grad_norm: 6.1813 2020-07-25 03:22:54,068 - mmaction - INFO - Epoch [1][540/3757] lr: 1.000e-02, eta: 1 day, 11:42:33, time: 0.639, data_time: 0.038, memory: 7079, top1_acc: 0.2062, top5_acc: 0.4273, loss_cls: 3.8504, loss: 3.8504, grad_norm: 5.8694 2020-07-25 03:23:06,910 - mmaction - INFO - Epoch [1][560/3757] lr: 1.000e-02, eta: 1 day, 11:37:19, time: 0.642, data_time: 0.037, memory: 7079, top1_acc: 0.2125, top5_acc: 0.4625, loss_cls: 3.7047, loss: 3.7047, grad_norm: 6.3030 2020-07-25 03:23:19,358 - mmaction - INFO - Epoch [1][580/3757] lr: 1.000e-02, eta: 1 day, 11:30:23, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.2164, top5_acc: 0.4633, loss_cls: 3.6681, loss: 3.6681, grad_norm: 6.2074 2020-07-25 03:23:33,030 - mmaction - INFO - Epoch [1][600/3757] lr: 1.000e-02, eta: 1 day, 11:30:00, time: 0.681, data_time: 0.030, memory: 7079, top1_acc: 0.2133, top5_acc: 0.4398, loss_cls: 3.8265, loss: 3.8265, grad_norm: 6.0248 2020-07-25 03:23:48,581 - mmaction - INFO - Epoch [1][620/3757] lr: 1.000e-02, eta: 1 day, 11:39:32, time: 0.779, data_time: 0.006, memory: 7079, top1_acc: 0.2422, top5_acc: 0.4680, loss_cls: 3.6327, loss: 3.6327, grad_norm: 6.1636 2020-07-25 03:24:04,062 - mmaction - INFO - Epoch [1][640/3757] lr: 1.000e-02, eta: 1 day, 11:47:56, time: 0.774, data_time: 0.135, memory: 7079, top1_acc: 0.2062, top5_acc: 0.4508, loss_cls: 3.7505, loss: 3.7505, grad_norm: 6.1232 2020-07-25 03:24:19,420 - mmaction - INFO - Epoch [1][660/3757] lr: 1.000e-02, eta: 1 day, 11:55:11, time: 0.768, data_time: 0.155, memory: 7079, top1_acc: 0.2195, top5_acc: 0.4609, loss_cls: 3.6705, loss: 3.6705, grad_norm: 6.2382 2020-07-25 03:24:34,329 - mmaction - INFO - Epoch [1][680/3757] lr: 1.000e-02, eta: 1 day, 12:00:01, time: 0.746, data_time: 0.033, memory: 7079, top1_acc: 0.2250, top5_acc: 0.4586, loss_cls: 3.6501, loss: 3.6501, grad_norm: 6.0423 2020-07-25 03:24:51,161 - mmaction - INFO - Epoch [1][700/3757] lr: 1.000e-02, eta: 1 day, 12:13:04, time: 0.841, data_time: 0.019, memory: 7079, top1_acc: 0.2203, top5_acc: 0.4562, loss_cls: 3.6723, loss: 3.6723, grad_norm: 6.4840 2020-07-25 03:25:06,272 - mmaction - INFO - Epoch [1][720/3757] lr: 1.000e-02, eta: 1 day, 12:17:57, time: 0.756, data_time: 0.003, memory: 7079, top1_acc: 0.2461, top5_acc: 0.4938, loss_cls: 3.5596, loss: 3.5596, grad_norm: 6.3045 2020-07-25 03:25:22,000 - mmaction - INFO - Epoch [1][740/3757] lr: 1.000e-02, eta: 1 day, 12:25:10, time: 0.787, data_time: 0.002, memory: 7079, top1_acc: 0.2125, top5_acc: 0.4383, loss_cls: 3.7806, loss: 3.7806, grad_norm: 6.2889 2020-07-25 03:25:38,005 - mmaction - INFO - Epoch [1][760/3757] lr: 1.000e-02, eta: 1 day, 12:33:01, time: 0.799, data_time: 0.008, memory: 7079, top1_acc: 0.2359, top5_acc: 0.4711, loss_cls: 3.6634, loss: 3.6634, grad_norm: 6.0192 2020-07-25 03:25:53,753 - mmaction - INFO - Epoch [1][780/3757] lr: 1.000e-02, eta: 1 day, 12:39:32, time: 0.788, data_time: 0.003, memory: 7079, top1_acc: 0.2391, top5_acc: 0.4797, loss_cls: 3.6358, loss: 3.6358, grad_norm: 6.1283 2020-07-25 03:26:08,693 - mmaction - INFO - Epoch [1][800/3757] lr: 1.000e-02, eta: 1 day, 12:42:18, time: 0.744, data_time: 0.009, memory: 7079, top1_acc: 0.2234, top5_acc: 0.4992, loss_cls: 3.5776, loss: 3.5776, grad_norm: 6.2287 2020-07-25 03:26:24,278 - mmaction - INFO - Epoch [1][820/3757] lr: 1.000e-02, eta: 1 day, 12:47:51, time: 0.782, data_time: 0.009, memory: 7079, top1_acc: 0.2453, top5_acc: 0.4844, loss_cls: 3.5439, loss: 3.5439, grad_norm: 6.0383 2020-07-25 03:26:40,007 - mmaction - INFO - Epoch [1][840/3757] lr: 1.000e-02, eta: 1 day, 12:53:26, time: 0.787, data_time: 0.008, memory: 7079, top1_acc: 0.2352, top5_acc: 0.4781, loss_cls: 3.5914, loss: 3.5914, grad_norm: 6.1730 2020-07-25 03:26:55,926 - mmaction - INFO - Epoch [1][860/3757] lr: 1.000e-02, eta: 1 day, 12:59:26, time: 0.796, data_time: 0.002, memory: 7079, top1_acc: 0.2484, top5_acc: 0.5031, loss_cls: 3.4882, loss: 3.4882, grad_norm: 6.0964 2020-07-25 03:27:11,975 - mmaction - INFO - Epoch [1][880/3757] lr: 1.000e-02, eta: 1 day, 13:05:34, time: 0.802, data_time: 0.007, memory: 7079, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.5153, loss: 3.5153, grad_norm: 6.4056 2020-07-25 03:27:26,195 - mmaction - INFO - Epoch [1][900/3757] lr: 1.000e-02, eta: 1 day, 13:05:06, time: 0.711, data_time: 0.002, memory: 7079, top1_acc: 0.2445, top5_acc: 0.4898, loss_cls: 3.5326, loss: 3.5326, grad_norm: 6.2754 2020-07-25 03:27:42,844 - mmaction - INFO - Epoch [1][920/3757] lr: 1.000e-02, eta: 1 day, 13:12:54, time: 0.833, data_time: 0.176, memory: 7079, top1_acc: 0.2523, top5_acc: 0.4922, loss_cls: 3.5525, loss: 3.5525, grad_norm: 6.1442 2020-07-25 03:27:57,443 - mmaction - INFO - Epoch [1][940/3757] lr: 1.000e-02, eta: 1 day, 13:13:34, time: 0.730, data_time: 0.116, memory: 7079, top1_acc: 0.2586, top5_acc: 0.5008, loss_cls: 3.5064, loss: 3.5064, grad_norm: 6.1371 2020-07-25 03:28:13,015 - mmaction - INFO - Epoch [1][960/3757] lr: 1.000e-02, eta: 1 day, 13:16:43, time: 0.769, data_time: 0.148, memory: 7079, top1_acc: 0.2516, top5_acc: 0.5031, loss_cls: 3.4862, loss: 3.4862, grad_norm: 6.2338 2020-07-25 03:28:28,501 - mmaction - INFO - Epoch [1][980/3757] lr: 1.000e-02, eta: 1 day, 13:20:38, time: 0.783, data_time: 0.079, memory: 7079, top1_acc: 0.2531, top5_acc: 0.5297, loss_cls: 3.3720, loss: 3.3720, grad_norm: 6.2775 2020-07-25 03:28:43,158 - mmaction - INFO - Epoch [1][1000/3757] lr: 1.000e-02, eta: 1 day, 13:21:06, time: 0.731, data_time: 0.027, memory: 7079, top1_acc: 0.2516, top5_acc: 0.4789, loss_cls: 3.5401, loss: 3.5401, grad_norm: 6.1795 2020-07-25 03:28:59,203 - mmaction - INFO - Epoch [1][1020/3757] lr: 1.000e-02, eta: 1 day, 13:26:00, time: 0.804, data_time: 0.157, memory: 7079, top1_acc: 0.2727, top5_acc: 0.5281, loss_cls: 3.3791, loss: 3.3791, grad_norm: 6.3452 2020-07-25 03:29:14,184 - mmaction - INFO - Epoch [1][1040/3757] lr: 1.000e-02, eta: 1 day, 13:27:23, time: 0.748, data_time: 0.041, memory: 7079, top1_acc: 0.2578, top5_acc: 0.5234, loss_cls: 3.3756, loss: 3.3756, grad_norm: 6.2246 2020-07-25 03:29:31,562 - mmaction - INFO - Epoch [1][1060/3757] lr: 1.000e-02, eta: 1 day, 13:35:26, time: 0.863, data_time: 0.028, memory: 7079, top1_acc: 0.2641, top5_acc: 0.5141, loss_cls: 3.4627, loss: 3.4627, grad_norm: 6.3518 2020-07-25 03:29:46,479 - mmaction - INFO - Epoch [1][1080/3757] lr: 1.000e-02, eta: 1 day, 13:36:50, time: 0.753, data_time: 0.014, memory: 7079, top1_acc: 0.2492, top5_acc: 0.4852, loss_cls: 3.5234, loss: 3.5234, grad_norm: 6.0922 2020-07-25 03:30:01,589 - mmaction - INFO - Epoch [1][1100/3757] lr: 1.000e-02, eta: 1 day, 13:38:06, time: 0.752, data_time: 0.031, memory: 7079, top1_acc: 0.2594, top5_acc: 0.4945, loss_cls: 3.4677, loss: 3.4677, grad_norm: 6.1396 2020-07-25 03:30:16,374 - mmaction - INFO - Epoch [1][1120/3757] lr: 1.000e-02, eta: 1 day, 13:38:50, time: 0.743, data_time: 0.009, memory: 7079, top1_acc: 0.2570, top5_acc: 0.5086, loss_cls: 3.3757, loss: 3.3757, grad_norm: 6.3856 2020-07-25 03:30:33,164 - mmaction - INFO - Epoch [1][1140/3757] lr: 1.000e-02, eta: 1 day, 13:44:42, time: 0.838, data_time: 0.010, memory: 7079, top1_acc: 0.2508, top5_acc: 0.5117, loss_cls: 3.4615, loss: 3.4615, grad_norm: 6.0680 2020-07-25 03:30:47,333 - mmaction - INFO - Epoch [1][1160/3757] lr: 1.000e-02, eta: 1 day, 13:43:31, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.2484, top5_acc: 0.5156, loss_cls: 3.3858, loss: 3.3858, grad_norm: 6.4405 2020-07-25 03:31:03,950 - mmaction - INFO - Epoch [1][1180/3757] lr: 1.000e-02, eta: 1 day, 13:48:19, time: 0.823, data_time: 0.007, memory: 7079, top1_acc: 0.2641, top5_acc: 0.5062, loss_cls: 3.4156, loss: 3.4156, grad_norm: 6.2915 2020-07-25 03:31:19,079 - mmaction - INFO - Epoch [1][1200/3757] lr: 1.000e-02, eta: 1 day, 13:49:51, time: 0.763, data_time: 0.010, memory: 7079, top1_acc: 0.2617, top5_acc: 0.5195, loss_cls: 3.4577, loss: 3.4577, grad_norm: 6.2734 2020-07-25 03:31:35,169 - mmaction - INFO - Epoch [1][1220/3757] lr: 1.000e-02, eta: 1 day, 13:53:28, time: 0.805, data_time: 0.007, memory: 7079, top1_acc: 0.2586, top5_acc: 0.5125, loss_cls: 3.4153, loss: 3.4153, grad_norm: 6.1495 2020-07-25 03:31:51,492 - mmaction - INFO - Epoch [1][1240/3757] lr: 1.000e-02, eta: 1 day, 13:57:27, time: 0.815, data_time: 0.002, memory: 7079, top1_acc: 0.2719, top5_acc: 0.5109, loss_cls: 3.4044, loss: 3.4044, grad_norm: 6.1768 2020-07-25 03:32:06,239 - mmaction - INFO - Epoch [1][1260/3757] lr: 1.000e-02, eta: 1 day, 13:57:30, time: 0.738, data_time: 0.002, memory: 7079, top1_acc: 0.2742, top5_acc: 0.5203, loss_cls: 3.3194, loss: 3.3194, grad_norm: 6.0585 2020-07-25 03:32:22,280 - mmaction - INFO - Epoch [1][1280/3757] lr: 1.000e-02, eta: 1 day, 14:00:37, time: 0.801, data_time: 0.006, memory: 7079, top1_acc: 0.2586, top5_acc: 0.5266, loss_cls: 3.3960, loss: 3.3960, grad_norm: 6.2138 2020-07-25 03:32:38,071 - mmaction - INFO - Epoch [1][1300/3757] lr: 1.000e-02, eta: 1 day, 14:03:02, time: 0.789, data_time: 0.003, memory: 7079, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.2659, loss: 3.2659, grad_norm: 6.0875 2020-07-25 03:32:54,686 - mmaction - INFO - Epoch [1][1320/3757] lr: 1.000e-02, eta: 1 day, 14:07:14, time: 0.829, data_time: 0.009, memory: 7079, top1_acc: 0.2797, top5_acc: 0.5508, loss_cls: 3.2980, loss: 3.2980, grad_norm: 6.2163 2020-07-25 03:33:09,166 - mmaction - INFO - Epoch [1][1340/3757] lr: 1.000e-02, eta: 1 day, 14:06:34, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.2797, top5_acc: 0.5523, loss_cls: 3.2962, loss: 3.2962, grad_norm: 6.3685 2020-07-25 03:33:24,374 - mmaction - INFO - Epoch [1][1360/3757] lr: 1.000e-02, eta: 1 day, 14:07:23, time: 0.759, data_time: 0.002, memory: 7079, top1_acc: 0.3117, top5_acc: 0.5828, loss_cls: 3.1821, loss: 3.1821, grad_norm: 6.0428 2020-07-25 03:33:39,728 - mmaction - INFO - Epoch [1][1380/3757] lr: 1.000e-02, eta: 1 day, 14:08:30, time: 0.766, data_time: 0.009, memory: 7079, top1_acc: 0.2852, top5_acc: 0.5344, loss_cls: 3.3099, loss: 3.3099, grad_norm: 6.0141 2020-07-25 03:33:56,434 - mmaction - INFO - Epoch [1][1400/3757] lr: 1.000e-02, eta: 1 day, 14:12:47, time: 0.838, data_time: 0.009, memory: 7079, top1_acc: 0.2789, top5_acc: 0.5383, loss_cls: 3.3428, loss: 3.3428, grad_norm: 6.2617 2020-07-25 03:34:13,682 - mmaction - INFO - Epoch [1][1420/3757] lr: 1.000e-02, eta: 1 day, 14:17:59, time: 0.862, data_time: 0.009, memory: 7079, top1_acc: 0.3086, top5_acc: 0.5914, loss_cls: 3.1740, loss: 3.1740, grad_norm: 6.1532 2020-07-25 03:34:30,107 - mmaction - INFO - Epoch [1][1440/3757] lr: 1.000e-02, eta: 1 day, 14:21:17, time: 0.822, data_time: 0.002, memory: 7079, top1_acc: 0.3195, top5_acc: 0.5703, loss_cls: 3.1660, loss: 3.1660, grad_norm: 6.1220 2020-07-25 03:34:46,379 - mmaction - INFO - Epoch [1][1460/3757] lr: 1.000e-02, eta: 1 day, 14:24:05, time: 0.812, data_time: 0.008, memory: 7079, top1_acc: 0.2898, top5_acc: 0.5547, loss_cls: 3.2170, loss: 3.2170, grad_norm: 6.1731 2020-07-25 03:35:01,669 - mmaction - INFO - Epoch [1][1480/3757] lr: 1.000e-02, eta: 1 day, 14:24:49, time: 0.765, data_time: 0.003, memory: 7079, top1_acc: 0.2758, top5_acc: 0.5453, loss_cls: 3.2707, loss: 3.2707, grad_norm: 6.2375 2020-07-25 03:35:17,241 - mmaction - INFO - Epoch [1][1500/3757] lr: 1.000e-02, eta: 1 day, 14:25:47, time: 0.771, data_time: 0.009, memory: 7079, top1_acc: 0.3164, top5_acc: 0.5602, loss_cls: 3.1795, loss: 3.1795, grad_norm: 6.3059 2020-07-25 03:35:33,645 - mmaction - INFO - Epoch [1][1520/3757] lr: 1.000e-02, eta: 1 day, 14:29:00, time: 0.827, data_time: 0.010, memory: 7079, top1_acc: 0.3023, top5_acc: 0.5508, loss_cls: 3.2421, loss: 3.2421, grad_norm: 6.3221 2020-07-25 03:35:48,467 - mmaction - INFO - Epoch [1][1540/3757] lr: 1.000e-02, eta: 1 day, 14:28:37, time: 0.740, data_time: 0.007, memory: 7079, top1_acc: 0.2703, top5_acc: 0.5570, loss_cls: 3.2859, loss: 3.2859, grad_norm: 6.2786 2020-07-25 03:36:04,917 - mmaction - INFO - Epoch [1][1560/3757] lr: 1.000e-02, eta: 1 day, 14:31:35, time: 0.824, data_time: 0.005, memory: 7079, top1_acc: 0.3055, top5_acc: 0.5742, loss_cls: 3.1495, loss: 3.1495, grad_norm: 6.2934 2020-07-25 03:36:22,062 - mmaction - INFO - Epoch [1][1580/3757] lr: 1.000e-02, eta: 1 day, 14:35:41, time: 0.855, data_time: 0.008, memory: 7079, top1_acc: 0.3063, top5_acc: 0.5609, loss_cls: 3.2424, loss: 3.2424, grad_norm: 6.1562 2020-07-25 03:36:38,350 - mmaction - INFO - Epoch [1][1600/3757] lr: 1.000e-02, eta: 1 day, 14:38:10, time: 0.816, data_time: 0.004, memory: 7079, top1_acc: 0.2852, top5_acc: 0.5586, loss_cls: 3.1999, loss: 3.1999, grad_norm: 6.0756 2020-07-25 03:36:53,469 - mmaction - INFO - Epoch [1][1620/3757] lr: 1.000e-02, eta: 1 day, 14:38:17, time: 0.756, data_time: 0.003, memory: 7079, top1_acc: 0.2852, top5_acc: 0.5539, loss_cls: 3.2237, loss: 3.2237, grad_norm: 6.0857 2020-07-25 03:37:09,742 - mmaction - INFO - Epoch [1][1640/3757] lr: 1.000e-02, eta: 1 day, 14:40:24, time: 0.810, data_time: 0.042, memory: 7079, top1_acc: 0.2922, top5_acc: 0.5602, loss_cls: 3.2787, loss: 3.2787, grad_norm: 6.3863 2020-07-25 03:37:24,750 - mmaction - INFO - Epoch [1][1660/3757] lr: 1.000e-02, eta: 1 day, 14:40:24, time: 0.754, data_time: 0.050, memory: 7079, top1_acc: 0.3063, top5_acc: 0.5414, loss_cls: 3.2393, loss: 3.2393, grad_norm: 6.1944 2020-07-25 03:37:40,466 - mmaction - INFO - Epoch [1][1680/3757] lr: 1.000e-02, eta: 1 day, 14:41:31, time: 0.785, data_time: 0.058, memory: 7079, top1_acc: 0.3063, top5_acc: 0.5523, loss_cls: 3.2370, loss: 3.2370, grad_norm: 6.4162 2020-07-25 03:37:55,827 - mmaction - INFO - Epoch [1][1700/3757] lr: 1.000e-02, eta: 1 day, 14:42:00, time: 0.768, data_time: 0.121, memory: 7079, top1_acc: 0.2797, top5_acc: 0.5539, loss_cls: 3.2710, loss: 3.2710, grad_norm: 6.1553 2020-07-25 03:38:12,560 - mmaction - INFO - Epoch [1][1720/3757] lr: 1.000e-02, eta: 1 day, 14:44:38, time: 0.829, data_time: 0.011, memory: 7079, top1_acc: 0.2867, top5_acc: 0.5563, loss_cls: 3.2129, loss: 3.2129, grad_norm: 6.1064 2020-07-25 03:38:27,044 - mmaction - INFO - Epoch [1][1740/3757] lr: 1.000e-02, eta: 1 day, 14:43:48, time: 0.733, data_time: 0.012, memory: 7079, top1_acc: 0.2992, top5_acc: 0.5570, loss_cls: 3.1914, loss: 3.1914, grad_norm: 6.2893 2020-07-25 03:38:43,379 - mmaction - INFO - Epoch [1][1760/3757] lr: 1.000e-02, eta: 1 day, 14:45:54, time: 0.816, data_time: 0.008, memory: 7079, top1_acc: 0.3352, top5_acc: 0.5703, loss_cls: 3.1342, loss: 3.1342, grad_norm: 6.1629 2020-07-25 03:38:58,856 - mmaction - INFO - Epoch [1][1780/3757] lr: 1.000e-02, eta: 1 day, 14:46:31, time: 0.775, data_time: 0.005, memory: 7079, top1_acc: 0.3016, top5_acc: 0.5664, loss_cls: 3.1506, loss: 3.1506, grad_norm: 6.1177 2020-07-25 03:39:16,212 - mmaction - INFO - Epoch [1][1800/3757] lr: 1.000e-02, eta: 1 day, 14:50:09, time: 0.863, data_time: 0.007, memory: 7079, top1_acc: 0.2867, top5_acc: 0.5641, loss_cls: 3.2230, loss: 3.2230, grad_norm: 6.4965 2020-07-25 03:39:33,410 - mmaction - INFO - Epoch [1][1820/3757] lr: 1.000e-02, eta: 1 day, 14:53:47, time: 0.865, data_time: 0.009, memory: 7079, top1_acc: 0.3016, top5_acc: 0.5594, loss_cls: 3.1769, loss: 3.1769, grad_norm: 6.3028 2020-07-25 03:39:50,519 - mmaction - INFO - Epoch [1][1840/3757] lr: 1.000e-02, eta: 1 day, 14:56:58, time: 0.855, data_time: 0.003, memory: 7079, top1_acc: 0.3016, top5_acc: 0.5789, loss_cls: 3.0766, loss: 3.0766, grad_norm: 6.1327 2020-07-25 03:40:06,792 - mmaction - INFO - Epoch [1][1860/3757] lr: 1.000e-02, eta: 1 day, 14:58:43, time: 0.814, data_time: 0.002, memory: 7079, top1_acc: 0.2977, top5_acc: 0.5570, loss_cls: 3.1376, loss: 3.1376, grad_norm: 6.0619 2020-07-25 03:40:23,777 - mmaction - INFO - Epoch [1][1880/3757] lr: 1.000e-02, eta: 1 day, 15:01:34, time: 0.849, data_time: 0.002, memory: 7079, top1_acc: 0.2758, top5_acc: 0.5469, loss_cls: 3.2393, loss: 3.2393, grad_norm: 6.0487 2020-07-25 03:40:41,212 - mmaction - INFO - Epoch [1][1900/3757] lr: 1.000e-02, eta: 1 day, 15:05:08, time: 0.872, data_time: 0.008, memory: 7079, top1_acc: 0.3023, top5_acc: 0.5719, loss_cls: 3.1431, loss: 3.1431, grad_norm: 6.0395 2020-07-25 03:40:56,590 - mmaction - INFO - Epoch [1][1920/3757] lr: 1.000e-02, eta: 1 day, 15:05:17, time: 0.769, data_time: 0.002, memory: 7079, top1_acc: 0.3078, top5_acc: 0.5820, loss_cls: 3.1124, loss: 3.1124, grad_norm: 6.3420 2020-07-25 03:41:13,413 - mmaction - INFO - Epoch [1][1940/3757] lr: 1.000e-02, eta: 1 day, 15:07:40, time: 0.840, data_time: 0.007, memory: 7079, top1_acc: 0.3500, top5_acc: 0.6109, loss_cls: 2.9671, loss: 2.9671, grad_norm: 6.1180 2020-07-25 03:41:28,803 - mmaction - INFO - Epoch [1][1960/3757] lr: 1.000e-02, eta: 1 day, 15:07:51, time: 0.771, data_time: 0.004, memory: 7079, top1_acc: 0.2852, top5_acc: 0.5359, loss_cls: 3.3457, loss: 3.3457, grad_norm: 6.3613 2020-07-25 03:41:45,062 - mmaction - INFO - Epoch [1][1980/3757] lr: 1.000e-02, eta: 1 day, 15:09:14, time: 0.810, data_time: 0.037, memory: 7079, top1_acc: 0.3148, top5_acc: 0.5719, loss_cls: 3.1564, loss: 3.1564, grad_norm: 6.0436 2020-07-25 03:42:01,561 - mmaction - INFO - Epoch [1][2000/3757] lr: 1.000e-02, eta: 1 day, 15:11:07, time: 0.827, data_time: 0.013, memory: 7079, top1_acc: 0.2961, top5_acc: 0.5547, loss_cls: 3.2363, loss: 3.2363, grad_norm: 6.1077 2020-07-25 03:42:17,681 - mmaction - INFO - Epoch [1][2020/3757] lr: 1.000e-02, eta: 1 day, 15:12:19, time: 0.806, data_time: 0.002, memory: 7079, top1_acc: 0.3187, top5_acc: 0.5805, loss_cls: 3.0767, loss: 3.0767, grad_norm: 6.2075 2020-07-25 03:42:33,837 - mmaction - INFO - Epoch [1][2040/3757] lr: 1.000e-02, eta: 1 day, 15:13:31, time: 0.808, data_time: 0.006, memory: 7079, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1682, loss: 3.1682, grad_norm: 6.1626 2020-07-25 03:42:51,025 - mmaction - INFO - Epoch [1][2060/3757] lr: 1.000e-02, eta: 1 day, 15:16:08, time: 0.855, data_time: 0.004, memory: 7079, top1_acc: 0.2922, top5_acc: 0.5617, loss_cls: 3.1725, loss: 3.1725, grad_norm: 6.0565 2020-07-25 03:43:07,246 - mmaction - INFO - Epoch [1][2080/3757] lr: 1.000e-02, eta: 1 day, 15:17:30, time: 0.815, data_time: 0.008, memory: 7079, top1_acc: 0.3336, top5_acc: 0.6109, loss_cls: 2.9735, loss: 2.9735, grad_norm: 6.2387 2020-07-25 03:43:23,291 - mmaction - INFO - Epoch [1][2100/3757] lr: 1.000e-02, eta: 1 day, 15:18:26, time: 0.802, data_time: 0.007, memory: 7079, top1_acc: 0.3219, top5_acc: 0.5828, loss_cls: 3.0482, loss: 3.0482, grad_norm: 6.1898 2020-07-25 03:43:39,603 - mmaction - INFO - Epoch [1][2120/3757] lr: 1.000e-02, eta: 1 day, 15:19:44, time: 0.815, data_time: 0.002, memory: 7079, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1629, loss: 3.1629, grad_norm: 6.2768 2020-07-25 03:43:54,886 - mmaction - INFO - Epoch [1][2140/3757] lr: 1.000e-02, eta: 1 day, 15:19:29, time: 0.763, data_time: 0.009, memory: 7079, top1_acc: 0.3648, top5_acc: 0.6117, loss_cls: 2.9213, loss: 2.9213, grad_norm: 6.1780 2020-07-25 03:44:11,900 - mmaction - INFO - Epoch [1][2160/3757] lr: 1.000e-02, eta: 1 day, 15:21:48, time: 0.852, data_time: 0.005, memory: 7079, top1_acc: 0.3297, top5_acc: 0.6070, loss_cls: 2.9858, loss: 2.9858, grad_norm: 6.1731 2020-07-25 03:44:27,679 - mmaction - INFO - Epoch [1][2180/3757] lr: 1.000e-02, eta: 1 day, 15:22:06, time: 0.783, data_time: 0.007, memory: 7079, top1_acc: 0.2930, top5_acc: 0.5742, loss_cls: 3.1517, loss: 3.1517, grad_norm: 6.0662 2020-07-25 03:44:44,137 - mmaction - INFO - Epoch [1][2200/3757] lr: 1.000e-02, eta: 1 day, 15:23:44, time: 0.830, data_time: 0.010, memory: 7079, top1_acc: 0.3180, top5_acc: 0.5633, loss_cls: 3.1154, loss: 3.1154, grad_norm: 6.1021 2020-07-25 03:44:59,831 - mmaction - INFO - Epoch [1][2220/3757] lr: 1.000e-02, eta: 1 day, 15:23:50, time: 0.777, data_time: 0.007, memory: 7079, top1_acc: 0.3227, top5_acc: 0.5875, loss_cls: 3.0315, loss: 3.0315, grad_norm: 6.1509 2020-07-25 03:45:15,325 - mmaction - INFO - Epoch [1][2240/3757] lr: 1.000e-02, eta: 1 day, 15:24:04, time: 0.782, data_time: 0.011, memory: 7079, top1_acc: 0.3336, top5_acc: 0.5969, loss_cls: 3.0327, loss: 3.0327, grad_norm: 5.9383 2020-07-25 03:45:31,107 - mmaction - INFO - Epoch [1][2260/3757] lr: 1.000e-02, eta: 1 day, 15:24:28, time: 0.788, data_time: 0.008, memory: 7079, top1_acc: 0.3000, top5_acc: 0.5789, loss_cls: 3.1048, loss: 3.1048, grad_norm: 6.2211 2020-07-25 03:45:47,079 - mmaction - INFO - Epoch [1][2280/3757] lr: 1.000e-02, eta: 1 day, 15:25:10, time: 0.800, data_time: 0.004, memory: 7079, top1_acc: 0.3117, top5_acc: 0.5813, loss_cls: 3.1135, loss: 3.1135, grad_norm: 6.1333 2020-07-25 03:46:03,247 - mmaction - INFO - Epoch [1][2300/3757] lr: 1.000e-02, eta: 1 day, 15:25:53, time: 0.801, data_time: 0.007, memory: 7079, top1_acc: 0.3477, top5_acc: 0.6094, loss_cls: 3.0468, loss: 3.0468, grad_norm: 6.1473 2020-07-25 03:46:20,166 - mmaction - INFO - Epoch [1][2320/3757] lr: 1.000e-02, eta: 1 day, 15:27:59, time: 0.854, data_time: 0.011, memory: 7079, top1_acc: 0.3172, top5_acc: 0.5844, loss_cls: 3.0128, loss: 3.0128, grad_norm: 6.1114 2020-07-25 03:46:35,755 - mmaction - INFO - Epoch [1][2340/3757] lr: 1.000e-02, eta: 1 day, 15:27:56, time: 0.773, data_time: 0.006, memory: 7079, top1_acc: 0.2922, top5_acc: 0.5813, loss_cls: 3.1093, loss: 3.1093, grad_norm: 6.1253 2020-07-25 03:46:53,136 - mmaction - INFO - Epoch [1][2360/3757] lr: 1.000e-02, eta: 1 day, 15:30:34, time: 0.876, data_time: 0.009, memory: 7079, top1_acc: 0.3273, top5_acc: 0.5961, loss_cls: 3.0551, loss: 3.0551, grad_norm: 6.1358 2020-07-25 03:47:10,745 - mmaction - INFO - Epoch [1][2380/3757] lr: 1.000e-02, eta: 1 day, 15:33:14, time: 0.879, data_time: 0.007, memory: 7079, top1_acc: 0.3305, top5_acc: 0.5922, loss_cls: 3.0355, loss: 3.0355, grad_norm: 5.9833 2020-07-25 03:47:26,774 - mmaction - INFO - Epoch [1][2400/3757] lr: 1.000e-02, eta: 1 day, 15:33:50, time: 0.801, data_time: 0.003, memory: 7079, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0380, loss: 3.0380, grad_norm: 6.1217 2020-07-25 03:47:42,402 - mmaction - INFO - Epoch [1][2420/3757] lr: 1.000e-02, eta: 1 day, 15:33:56, time: 0.782, data_time: 0.008, memory: 7079, top1_acc: 0.3477, top5_acc: 0.6023, loss_cls: 2.9877, loss: 2.9877, grad_norm: 6.0309 2020-07-25 03:47:58,291 - mmaction - INFO - Epoch [1][2440/3757] lr: 1.000e-02, eta: 1 day, 15:34:21, time: 0.795, data_time: 0.002, memory: 7079, top1_acc: 0.3242, top5_acc: 0.5859, loss_cls: 3.0596, loss: 3.0596, grad_norm: 6.3358 2020-07-25 03:48:14,116 - mmaction - INFO - Epoch [1][2460/3757] lr: 1.000e-02, eta: 1 day, 15:34:36, time: 0.789, data_time: 0.009, memory: 7079, top1_acc: 0.3242, top5_acc: 0.5906, loss_cls: 2.9773, loss: 2.9773, grad_norm: 6.2760 2020-07-25 03:48:29,583 - mmaction - INFO - Epoch [1][2480/3757] lr: 1.000e-02, eta: 1 day, 15:34:32, time: 0.776, data_time: 0.007, memory: 7079, top1_acc: 0.3367, top5_acc: 0.6070, loss_cls: 2.9780, loss: 2.9780, grad_norm: 6.0609 2020-07-25 03:48:45,744 - mmaction - INFO - Epoch [1][2500/3757] lr: 1.000e-02, eta: 1 day, 15:35:04, time: 0.801, data_time: 0.008, memory: 7079, top1_acc: 0.3312, top5_acc: 0.5766, loss_cls: 3.0817, loss: 3.0817, grad_norm: 6.1111 2020-07-25 03:49:01,688 - mmaction - INFO - Epoch [1][2520/3757] lr: 1.000e-02, eta: 1 day, 15:35:41, time: 0.804, data_time: 0.010, memory: 7079, top1_acc: 0.3477, top5_acc: 0.6109, loss_cls: 2.9332, loss: 2.9332, grad_norm: 5.8349 2020-07-25 03:49:17,258 - mmaction - INFO - Epoch [1][2540/3757] lr: 1.000e-02, eta: 1 day, 15:35:39, time: 0.778, data_time: 0.008, memory: 7079, top1_acc: 0.3422, top5_acc: 0.6094, loss_cls: 2.9444, loss: 2.9444, grad_norm: 6.0871 2020-07-25 03:49:32,605 - mmaction - INFO - Epoch [1][2560/3757] lr: 1.000e-02, eta: 1 day, 15:35:21, time: 0.768, data_time: 0.003, memory: 7079, top1_acc: 0.3258, top5_acc: 0.5945, loss_cls: 3.0489, loss: 3.0489, grad_norm: 6.0158 2020-07-25 03:49:48,341 - mmaction - INFO - Epoch [1][2580/3757] lr: 1.000e-02, eta: 1 day, 15:35:31, time: 0.787, data_time: 0.009, memory: 7079, top1_acc: 0.3430, top5_acc: 0.6180, loss_cls: 2.9294, loss: 2.9294, grad_norm: 6.0586 2020-07-25 03:50:04,185 - mmaction - INFO - Epoch [1][2600/3757] lr: 1.000e-02, eta: 1 day, 15:35:49, time: 0.792, data_time: 0.003, memory: 7079, top1_acc: 0.3109, top5_acc: 0.5828, loss_cls: 3.0806, loss: 3.0806, grad_norm: 5.9945 2020-07-25 03:50:21,219 - mmaction - INFO - Epoch [1][2620/3757] lr: 1.000e-02, eta: 1 day, 15:37:30, time: 0.852, data_time: 0.002, memory: 7079, top1_acc: 0.3328, top5_acc: 0.6109, loss_cls: 2.9751, loss: 2.9751, grad_norm: 6.1091 2020-07-25 03:50:37,284 - mmaction - INFO - Epoch [1][2640/3757] lr: 1.000e-02, eta: 1 day, 15:38:00, time: 0.802, data_time: 0.007, memory: 7079, top1_acc: 0.3406, top5_acc: 0.5977, loss_cls: 2.9861, loss: 2.9861, grad_norm: 5.9661 2020-07-25 03:50:52,856 - mmaction - INFO - Epoch [1][2660/3757] lr: 1.000e-02, eta: 1 day, 15:37:56, time: 0.778, data_time: 0.002, memory: 7079, top1_acc: 0.3281, top5_acc: 0.5953, loss_cls: 3.0390, loss: 3.0390, grad_norm: 6.1287 2020-07-25 03:51:08,500 - mmaction - INFO - Epoch [1][2680/3757] lr: 1.000e-02, eta: 1 day, 15:37:48, time: 0.776, data_time: 0.006, memory: 7079, top1_acc: 0.3164, top5_acc: 0.5813, loss_cls: 3.1059, loss: 3.1059, grad_norm: 6.1448 2020-07-25 03:51:22,604 - mmaction - INFO - Epoch [1][2700/3757] lr: 1.000e-02, eta: 1 day, 15:36:13, time: 0.712, data_time: 0.009, memory: 7079, top1_acc: 0.3523, top5_acc: 0.6047, loss_cls: 2.9408, loss: 2.9408, grad_norm: 5.9773 2020-07-25 03:51:39,463 - mmaction - INFO - Epoch [1][2720/3757] lr: 1.000e-02, eta: 1 day, 15:37:28, time: 0.837, data_time: 0.007, memory: 7079, top1_acc: 0.3195, top5_acc: 0.5961, loss_cls: 3.0297, loss: 3.0297, grad_norm: 6.1989 2020-07-25 03:51:55,569 - mmaction - INFO - Epoch [1][2740/3757] lr: 1.000e-02, eta: 1 day, 15:38:06, time: 0.810, data_time: 0.009, memory: 7079, top1_acc: 0.3766, top5_acc: 0.6195, loss_cls: 2.8190, loss: 2.8190, grad_norm: 5.6962 2020-07-25 03:52:12,538 - mmaction - INFO - Epoch [1][2760/3757] lr: 1.000e-02, eta: 1 day, 15:39:27, time: 0.843, data_time: 0.010, memory: 7079, top1_acc: 0.3656, top5_acc: 0.6266, loss_cls: 2.8781, loss: 2.8781, grad_norm: 5.9031 2020-07-25 03:52:28,615 - mmaction - INFO - Epoch [1][2780/3757] lr: 1.000e-02, eta: 1 day, 15:40:05, time: 0.811, data_time: 0.009, memory: 7079, top1_acc: 0.3445, top5_acc: 0.6219, loss_cls: 2.9313, loss: 2.9313, grad_norm: 5.9585 2020-07-25 03:52:43,477 - mmaction - INFO - Epoch [1][2800/3757] lr: 1.000e-02, eta: 1 day, 15:39:11, time: 0.743, data_time: 0.008, memory: 7079, top1_acc: 0.3273, top5_acc: 0.5891, loss_cls: 3.0164, loss: 3.0164, grad_norm: 6.1049 2020-07-25 03:52:59,277 - mmaction - INFO - Epoch [1][2820/3757] lr: 1.000e-02, eta: 1 day, 15:39:19, time: 0.789, data_time: 0.002, memory: 7079, top1_acc: 0.3289, top5_acc: 0.6023, loss_cls: 3.0005, loss: 3.0005, grad_norm: 5.9230 2020-07-25 03:53:15,298 - mmaction - INFO - Epoch [1][2840/3757] lr: 1.000e-02, eta: 1 day, 15:39:43, time: 0.802, data_time: 0.003, memory: 7079, top1_acc: 0.3680, top5_acc: 0.6281, loss_cls: 2.8096, loss: 2.8096, grad_norm: 5.9289 2020-07-25 03:53:31,595 - mmaction - INFO - Epoch [1][2860/3757] lr: 1.000e-02, eta: 1 day, 15:40:14, time: 0.808, data_time: 0.007, memory: 7079, top1_acc: 0.3391, top5_acc: 0.6016, loss_cls: 2.9909, loss: 2.9909, grad_norm: 6.1427 2020-07-25 03:53:47,512 - mmaction - INFO - Epoch [1][2880/3757] lr: 1.000e-02, eta: 1 day, 15:40:39, time: 0.803, data_time: 0.009, memory: 7079, top1_acc: 0.3617, top5_acc: 0.6289, loss_cls: 2.8548, loss: 2.8548, grad_norm: 6.1460 2020-07-25 03:54:02,689 - mmaction - INFO - Epoch [1][2900/3757] lr: 1.000e-02, eta: 1 day, 15:40:04, time: 0.757, data_time: 0.003, memory: 7079, top1_acc: 0.3383, top5_acc: 0.6016, loss_cls: 2.9950, loss: 2.9950, grad_norm: 6.2375 2020-07-25 03:54:18,587 - mmaction - INFO - Epoch [1][2920/3757] lr: 1.000e-02, eta: 1 day, 15:40:19, time: 0.796, data_time: 0.006, memory: 7079, top1_acc: 0.3430, top5_acc: 0.5984, loss_cls: 2.9624, loss: 2.9624, grad_norm: 6.2184 2020-07-25 03:54:34,112 - mmaction - INFO - Epoch [1][2940/3757] lr: 1.000e-02, eta: 1 day, 15:40:00, time: 0.770, data_time: 0.008, memory: 7079, top1_acc: 0.3602, top5_acc: 0.6328, loss_cls: 2.9036, loss: 2.9036, grad_norm: 6.3082 2020-07-25 03:54:49,597 - mmaction - INFO - Epoch [1][2960/3757] lr: 1.000e-02, eta: 1 day, 15:39:56, time: 0.781, data_time: 0.010, memory: 7079, top1_acc: 0.3445, top5_acc: 0.5961, loss_cls: 2.9867, loss: 2.9867, grad_norm: 5.9896 2020-07-25 03:55:04,768 - mmaction - INFO - Epoch [1][2980/3757] lr: 1.000e-02, eta: 1 day, 15:39:23, time: 0.758, data_time: 0.065, memory: 7079, top1_acc: 0.3273, top5_acc: 0.5938, loss_cls: 3.0323, loss: 3.0323, grad_norm: 6.0502 2020-07-25 03:55:20,184 - mmaction - INFO - Epoch [1][3000/3757] lr: 1.000e-02, eta: 1 day, 15:39:06, time: 0.771, data_time: 0.124, memory: 7079, top1_acc: 0.3602, top5_acc: 0.6250, loss_cls: 2.9221, loss: 2.9221, grad_norm: 5.8835 2020-07-25 03:55:35,962 - mmaction - INFO - Epoch [1][3020/3757] lr: 1.000e-02, eta: 1 day, 15:39:08, time: 0.786, data_time: 0.151, memory: 7079, top1_acc: 0.3250, top5_acc: 0.6016, loss_cls: 2.9784, loss: 2.9784, grad_norm: 6.1442 2020-07-25 03:55:52,160 - mmaction - INFO - Epoch [1][3040/3757] lr: 1.000e-02, eta: 1 day, 15:39:40, time: 0.811, data_time: 0.077, memory: 7079, top1_acc: 0.3477, top5_acc: 0.5938, loss_cls: 3.0095, loss: 3.0095, grad_norm: 5.9777 2020-07-25 03:56:07,465 - mmaction - INFO - Epoch [1][3060/3757] lr: 1.000e-02, eta: 1 day, 15:39:15, time: 0.765, data_time: 0.067, memory: 7079, top1_acc: 0.3398, top5_acc: 0.5914, loss_cls: 2.9826, loss: 2.9826, grad_norm: 5.9613 2020-07-25 03:56:23,412 - mmaction - INFO - Epoch [1][3080/3757] lr: 1.000e-02, eta: 1 day, 15:39:31, time: 0.798, data_time: 0.044, memory: 7079, top1_acc: 0.3438, top5_acc: 0.6164, loss_cls: 2.9542, loss: 2.9542, grad_norm: 5.8860 2020-07-25 03:56:39,235 - mmaction - INFO - Epoch [1][3100/3757] lr: 1.000e-02, eta: 1 day, 15:39:30, time: 0.785, data_time: 0.094, memory: 7079, top1_acc: 0.3430, top5_acc: 0.6086, loss_cls: 2.9431, loss: 2.9431, grad_norm: 6.0666 2020-07-25 03:56:54,303 - mmaction - INFO - Epoch [1][3120/3757] lr: 1.000e-02, eta: 1 day, 15:38:58, time: 0.759, data_time: 0.112, memory: 7079, top1_acc: 0.3516, top5_acc: 0.6273, loss_cls: 2.9036, loss: 2.9036, grad_norm: 5.9849 2020-07-25 03:57:10,472 - mmaction - INFO - Epoch [1][3140/3757] lr: 1.000e-02, eta: 1 day, 15:39:23, time: 0.807, data_time: 0.224, memory: 7079, top1_acc: 0.3336, top5_acc: 0.6227, loss_cls: 2.9395, loss: 2.9395, grad_norm: 6.0410 2020-07-25 03:57:26,510 - mmaction - INFO - Epoch [1][3160/3757] lr: 1.000e-02, eta: 1 day, 15:39:43, time: 0.804, data_time: 0.219, memory: 7079, top1_acc: 0.3633, top5_acc: 0.6234, loss_cls: 2.8663, loss: 2.8663, grad_norm: 5.9138 2020-07-25 03:57:41,892 - mmaction - INFO - Epoch [1][3180/3757] lr: 1.000e-02, eta: 1 day, 15:39:15, time: 0.762, data_time: 0.180, memory: 7079, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.8552, loss: 2.8552, grad_norm: 5.9303 2020-07-25 03:57:58,054 - mmaction - INFO - Epoch [1][3200/3757] lr: 1.000e-02, eta: 1 day, 15:39:49, time: 0.816, data_time: 0.234, memory: 7079, top1_acc: 0.3547, top5_acc: 0.6234, loss_cls: 2.8951, loss: 2.8951, grad_norm: 5.9726 2020-07-25 03:58:15,203 - mmaction - INFO - Epoch [1][3220/3757] lr: 1.000e-02, eta: 1 day, 15:41:08, time: 0.855, data_time: 0.278, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6273, loss_cls: 2.8693, loss: 2.8693, grad_norm: 5.9992 2020-07-25 03:58:31,369 - mmaction - INFO - Epoch [1][3240/3757] lr: 1.000e-02, eta: 1 day, 15:41:25, time: 0.802, data_time: 0.223, memory: 7079, top1_acc: 0.3609, top5_acc: 0.6219, loss_cls: 2.8369, loss: 2.8369, grad_norm: 6.0884 2020-07-25 03:58:46,368 - mmaction - INFO - Epoch [1][3260/3757] lr: 1.000e-02, eta: 1 day, 15:40:50, time: 0.757, data_time: 0.166, memory: 7079, top1_acc: 0.3609, top5_acc: 0.6445, loss_cls: 2.8336, loss: 2.8336, grad_norm: 6.1349 2020-07-25 03:59:01,181 - mmaction - INFO - Epoch [1][3280/3757] lr: 1.000e-02, eta: 1 day, 15:39:55, time: 0.738, data_time: 0.130, memory: 7079, top1_acc: 0.3359, top5_acc: 0.6031, loss_cls: 2.9627, loss: 2.9627, grad_norm: 6.0090 2020-07-25 03:59:16,638 - mmaction - INFO - Epoch [1][3300/3757] lr: 1.000e-02, eta: 1 day, 15:39:41, time: 0.775, data_time: 0.190, memory: 7079, top1_acc: 0.3625, top5_acc: 0.6477, loss_cls: 2.7854, loss: 2.7854, grad_norm: 6.0315 2020-07-25 03:59:31,973 - mmaction - INFO - Epoch [1][3320/3757] lr: 1.000e-02, eta: 1 day, 15:39:10, time: 0.760, data_time: 0.109, memory: 7079, top1_acc: 0.3531, top5_acc: 0.6391, loss_cls: 2.8200, loss: 2.8200, grad_norm: 6.0314 2020-07-25 03:59:48,332 - mmaction - INFO - Epoch [1][3340/3757] lr: 1.000e-02, eta: 1 day, 15:39:52, time: 0.826, data_time: 0.022, memory: 7079, top1_acc: 0.3352, top5_acc: 0.6250, loss_cls: 2.9257, loss: 2.9257, grad_norm: 6.2898 2020-07-25 04:00:05,911 - mmaction - INFO - Epoch [1][3360/3757] lr: 1.000e-02, eta: 1 day, 15:41:28, time: 0.875, data_time: 0.008, memory: 7079, top1_acc: 0.3453, top5_acc: 0.6367, loss_cls: 2.8698, loss: 2.8698, grad_norm: 6.1767 2020-07-25 04:00:22,791 - mmaction - INFO - Epoch [1][3380/3757] lr: 1.000e-02, eta: 1 day, 15:42:29, time: 0.844, data_time: 0.007, memory: 7079, top1_acc: 0.3547, top5_acc: 0.6289, loss_cls: 2.8556, loss: 2.8556, grad_norm: 6.0707 2020-07-25 04:00:37,456 - mmaction - INFO - Epoch [1][3400/3757] lr: 1.000e-02, eta: 1 day, 15:41:31, time: 0.736, data_time: 0.013, memory: 7079, top1_acc: 0.3578, top5_acc: 0.6117, loss_cls: 2.9539, loss: 2.9539, grad_norm: 5.9706 2020-07-25 04:00:53,774 - mmaction - INFO - Epoch [1][3420/3757] lr: 1.000e-02, eta: 1 day, 15:42:00, time: 0.815, data_time: 0.166, memory: 7079, top1_acc: 0.3695, top5_acc: 0.6383, loss_cls: 2.8005, loss: 2.8005, grad_norm: 5.9328 2020-07-25 04:01:10,455 - mmaction - INFO - Epoch [1][3440/3757] lr: 1.000e-02, eta: 1 day, 15:42:40, time: 0.827, data_time: 0.185, memory: 7079, top1_acc: 0.3398, top5_acc: 0.5953, loss_cls: 2.9588, loss: 2.9588, grad_norm: 6.0729 2020-07-25 04:01:26,022 - mmaction - INFO - Epoch [1][3460/3757] lr: 1.000e-02, eta: 1 day, 15:42:36, time: 0.786, data_time: 0.061, memory: 7079, top1_acc: 0.3625, top5_acc: 0.6344, loss_cls: 2.8664, loss: 2.8664, grad_norm: 6.0207 2020-07-25 04:01:41,373 - mmaction - INFO - Epoch [1][3480/3757] lr: 1.000e-02, eta: 1 day, 15:42:12, time: 0.767, data_time: 0.008, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6094, loss_cls: 2.8624, loss: 2.8624, grad_norm: 6.0906 2020-07-25 04:01:57,725 - mmaction - INFO - Epoch [1][3500/3757] lr: 1.000e-02, eta: 1 day, 15:42:41, time: 0.818, data_time: 0.002, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6055, loss_cls: 2.8935, loss: 2.8935, grad_norm: 5.9008 2020-07-25 04:02:13,837 - mmaction - INFO - Epoch [1][3520/3757] lr: 1.000e-02, eta: 1 day, 15:42:54, time: 0.803, data_time: 0.008, memory: 7079, top1_acc: 0.3570, top5_acc: 0.6266, loss_cls: 2.9042, loss: 2.9042, grad_norm: 5.9317 2020-07-25 04:02:27,708 - mmaction - INFO - Epoch [1][3540/3757] lr: 1.000e-02, eta: 1 day, 15:41:16, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.8098, loss: 2.8098, grad_norm: 5.9098 2020-07-25 04:02:44,954 - mmaction - INFO - Epoch [1][3560/3757] lr: 1.000e-02, eta: 1 day, 15:42:28, time: 0.860, data_time: 0.003, memory: 7079, top1_acc: 0.3484, top5_acc: 0.6039, loss_cls: 2.8977, loss: 2.8977, grad_norm: 5.8877 2020-07-25 04:03:01,602 - mmaction - INFO - Epoch [1][3580/3757] lr: 1.000e-02, eta: 1 day, 15:43:06, time: 0.828, data_time: 0.008, memory: 7079, top1_acc: 0.3477, top5_acc: 0.6289, loss_cls: 2.8696, loss: 2.8696, grad_norm: 6.1145 2020-07-25 04:03:17,244 - mmaction - INFO - Epoch [1][3600/3757] lr: 1.000e-02, eta: 1 day, 15:43:04, time: 0.789, data_time: 0.010, memory: 7079, top1_acc: 0.3656, top5_acc: 0.6367, loss_cls: 2.8041, loss: 2.8041, grad_norm: 6.0277 2020-07-25 04:03:34,568 - mmaction - INFO - Epoch [1][3620/3757] lr: 1.000e-02, eta: 1 day, 15:44:21, time: 0.866, data_time: 0.003, memory: 7079, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.9126, loss: 2.9126, grad_norm: 6.2387 2020-07-25 04:03:49,186 - mmaction - INFO - Epoch [1][3640/3757] lr: 1.000e-02, eta: 1 day, 15:43:19, time: 0.732, data_time: 0.002, memory: 7079, top1_acc: 0.3602, top5_acc: 0.6305, loss_cls: 2.8781, loss: 2.8781, grad_norm: 5.9393 2020-07-25 04:04:04,716 - mmaction - INFO - Epoch [1][3660/3757] lr: 1.000e-02, eta: 1 day, 15:43:00, time: 0.772, data_time: 0.007, memory: 7079, top1_acc: 0.3695, top5_acc: 0.6164, loss_cls: 2.9128, loss: 2.9128, grad_norm: 5.9355 2020-07-25 04:04:19,826 - mmaction - INFO - Epoch [1][3680/3757] lr: 1.000e-02, eta: 1 day, 15:42:27, time: 0.759, data_time: 0.066, memory: 7079, top1_acc: 0.3766, top5_acc: 0.6195, loss_cls: 2.8278, loss: 2.8278, grad_norm: 5.7952 2020-07-25 04:04:36,376 - mmaction - INFO - Epoch [1][3700/3757] lr: 1.000e-02, eta: 1 day, 15:43:01, time: 0.826, data_time: 0.088, memory: 7079, top1_acc: 0.3734, top5_acc: 0.6367, loss_cls: 2.8689, loss: 2.8689, grad_norm: 5.8691 2020-07-25 04:04:51,683 - mmaction - INFO - Epoch [1][3720/3757] lr: 1.000e-02, eta: 1 day, 15:42:37, time: 0.768, data_time: 0.004, memory: 7079, top1_acc: 0.3664, top5_acc: 0.6414, loss_cls: 2.7652, loss: 2.7652, grad_norm: 5.8810 2020-07-25 04:05:06,896 - mmaction - INFO - Epoch [1][3740/3757] lr: 1.000e-02, eta: 1 day, 15:42:06, time: 0.760, data_time: 0.010, memory: 7079, top1_acc: 0.3563, top5_acc: 0.6289, loss_cls: 2.8416, loss: 2.8416, grad_norm: 6.0532 2020-07-25 04:05:18,697 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-07-25 04:05:46,397 - mmaction - INFO - Epoch [2][20/3757] lr: 1.000e-02, eta: 1 day, 15:39:53, time: 1.330, data_time: 0.597, memory: 7079, top1_acc: 0.3773, top5_acc: 0.6500, loss_cls: 2.7205, loss: 2.7205, grad_norm: 6.0852 2020-07-25 04:05:59,011 - mmaction - INFO - Epoch [2][40/3757] lr: 1.000e-02, eta: 1 day, 15:37:17, time: 0.630, data_time: 0.002, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.7965, loss: 2.7965, grad_norm: 6.0194 2020-07-25 04:06:12,968 - mmaction - INFO - Epoch [2][60/3757] lr: 1.000e-02, eta: 1 day, 15:35:47, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.3805, top5_acc: 0.6477, loss_cls: 2.7491, loss: 2.7491, grad_norm: 6.0036 2020-07-25 04:06:27,400 - mmaction - INFO - Epoch [2][80/3757] lr: 1.000e-02, eta: 1 day, 15:34:39, time: 0.720, data_time: 0.009, memory: 7079, top1_acc: 0.3969, top5_acc: 0.6648, loss_cls: 2.6756, loss: 2.6756, grad_norm: 6.1037 2020-07-25 04:06:40,486 - mmaction - INFO - Epoch [2][100/3757] lr: 1.000e-02, eta: 1 day, 15:32:31, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.3719, top5_acc: 0.6414, loss_cls: 2.7746, loss: 2.7746, grad_norm: 6.0857 2020-07-25 04:06:54,031 - mmaction - INFO - Epoch [2][120/3757] lr: 1.000e-02, eta: 1 day, 15:30:37, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.3664, top5_acc: 0.6289, loss_cls: 2.8837, loss: 2.8837, grad_norm: 6.0151 2020-07-25 04:07:07,256 - mmaction - INFO - Epoch [2][140/3757] lr: 1.000e-02, eta: 1 day, 15:28:43, time: 0.668, data_time: 0.009, memory: 7079, top1_acc: 0.3812, top5_acc: 0.6547, loss_cls: 2.7251, loss: 2.7251, grad_norm: 6.0489 2020-07-25 04:07:21,652 - mmaction - INFO - Epoch [2][160/3757] lr: 1.000e-02, eta: 1 day, 15:27:37, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6641, loss_cls: 2.6627, loss: 2.6627, grad_norm: 5.9163 2020-07-25 04:07:34,194 - mmaction - INFO - Epoch [2][180/3757] lr: 1.000e-02, eta: 1 day, 15:25:07, time: 0.628, data_time: 0.004, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6484, loss_cls: 2.7595, loss: 2.7595, grad_norm: 5.8634 2020-07-25 04:07:48,169 - mmaction - INFO - Epoch [2][200/3757] lr: 1.000e-02, eta: 1 day, 15:23:36, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6422, loss_cls: 2.7944, loss: 2.7944, grad_norm: 5.9017 2020-07-25 04:08:01,590 - mmaction - INFO - Epoch [2][220/3757] lr: 1.000e-02, eta: 1 day, 15:21:55, time: 0.678, data_time: 0.010, memory: 7079, top1_acc: 0.3945, top5_acc: 0.6625, loss_cls: 2.7130, loss: 2.7130, grad_norm: 6.1354 2020-07-25 04:08:15,125 - mmaction - INFO - Epoch [2][240/3757] lr: 1.000e-02, eta: 1 day, 15:20:06, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6266, loss_cls: 2.7418, loss: 2.7418, grad_norm: 5.8646 2020-07-25 04:08:28,123 - mmaction - INFO - Epoch [2][260/3757] lr: 1.000e-02, eta: 1 day, 15:18:07, time: 0.657, data_time: 0.010, memory: 7079, top1_acc: 0.3719, top5_acc: 0.6508, loss_cls: 2.7293, loss: 2.7293, grad_norm: 5.9600 2020-07-25 04:08:42,403 - mmaction - INFO - Epoch [2][280/3757] lr: 1.000e-02, eta: 1 day, 15:16:58, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.3805, top5_acc: 0.6344, loss_cls: 2.7395, loss: 2.7395, grad_norm: 5.9509 2020-07-25 04:08:54,535 - mmaction - INFO - Epoch [2][300/3757] lr: 1.000e-02, eta: 1 day, 15:14:19, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6438, loss_cls: 2.7839, loss: 2.7839, grad_norm: 5.9646 2020-07-25 04:09:07,691 - mmaction - INFO - Epoch [2][320/3757] lr: 1.000e-02, eta: 1 day, 15:12:22, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.3695, top5_acc: 0.6492, loss_cls: 2.7176, loss: 2.7176, grad_norm: 6.0815 2020-07-25 04:09:22,212 - mmaction - INFO - Epoch [2][340/3757] lr: 1.000e-02, eta: 1 day, 15:11:30, time: 0.727, data_time: 0.004, memory: 7079, top1_acc: 0.3703, top5_acc: 0.6289, loss_cls: 2.7955, loss: 2.7955, grad_norm: 5.9892 2020-07-25 04:09:35,678 - mmaction - INFO - Epoch [2][360/3757] lr: 1.000e-02, eta: 1 day, 15:09:45, time: 0.667, data_time: 0.063, memory: 7079, top1_acc: 0.3812, top5_acc: 0.6445, loss_cls: 2.7137, loss: 2.7137, grad_norm: 5.7889 2020-07-25 04:09:48,945 - mmaction - INFO - Epoch [2][380/3757] lr: 1.000e-02, eta: 1 day, 15:08:03, time: 0.670, data_time: 0.037, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6492, loss_cls: 2.7074, loss: 2.7074, grad_norm: 5.9878 2020-07-25 04:10:02,330 - mmaction - INFO - Epoch [2][400/3757] lr: 1.000e-02, eta: 1 day, 15:06:21, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.3734, top5_acc: 0.6500, loss_cls: 2.7716, loss: 2.7716, grad_norm: 5.9696 2020-07-25 04:10:15,521 - mmaction - INFO - Epoch [2][420/3757] lr: 1.000e-02, eta: 1 day, 15:04:32, time: 0.660, data_time: 0.002, memory: 7079, top1_acc: 0.3695, top5_acc: 0.6250, loss_cls: 2.7981, loss: 2.7981, grad_norm: 5.9446 2020-07-25 04:10:29,550 - mmaction - INFO - Epoch [2][440/3757] lr: 1.000e-02, eta: 1 day, 15:03:14, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.3789, top5_acc: 0.6438, loss_cls: 2.7792, loss: 2.7792, grad_norm: 5.9508 2020-07-25 04:10:42,499 - mmaction - INFO - Epoch [2][460/3757] lr: 1.000e-02, eta: 1 day, 15:01:22, time: 0.655, data_time: 0.010, memory: 7079, top1_acc: 0.3750, top5_acc: 0.6359, loss_cls: 2.8122, loss: 2.8122, grad_norm: 6.0682 2020-07-25 04:10:56,164 - mmaction - INFO - Epoch [2][480/3757] lr: 1.000e-02, eta: 1 day, 14:59:54, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.3953, top5_acc: 0.6547, loss_cls: 2.7170, loss: 2.7170, grad_norm: 5.8596 2020-07-25 04:11:09,454 - mmaction - INFO - Epoch [2][500/3757] lr: 1.000e-02, eta: 1 day, 14:58:14, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6344, loss_cls: 2.7588, loss: 2.7588, grad_norm: 5.8559 2020-07-25 04:11:23,660 - mmaction - INFO - Epoch [2][520/3757] lr: 1.000e-02, eta: 1 day, 14:57:10, time: 0.707, data_time: 0.010, memory: 7079, top1_acc: 0.4008, top5_acc: 0.6445, loss_cls: 2.7176, loss: 2.7176, grad_norm: 5.9636 2020-07-25 04:11:37,088 - mmaction - INFO - Epoch [2][540/3757] lr: 1.000e-02, eta: 1 day, 14:55:38, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6398, loss_cls: 2.6873, loss: 2.6873, grad_norm: 5.9940 2020-07-25 04:11:50,535 - mmaction - INFO - Epoch [2][560/3757] lr: 1.000e-02, eta: 1 day, 14:53:59, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6562, loss_cls: 2.6614, loss: 2.6614, grad_norm: 5.9685 2020-07-25 04:12:03,525 - mmaction - INFO - Epoch [2][580/3757] lr: 1.000e-02, eta: 1 day, 14:52:14, time: 0.657, data_time: 0.010, memory: 7079, top1_acc: 0.3789, top5_acc: 0.6438, loss_cls: 2.7250, loss: 2.7250, grad_norm: 5.9351 2020-07-25 04:12:16,433 - mmaction - INFO - Epoch [2][600/3757] lr: 1.000e-02, eta: 1 day, 14:50:14, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.3922, top5_acc: 0.6391, loss_cls: 2.6784, loss: 2.6784, grad_norm: 5.7119 2020-07-25 04:12:29,296 - mmaction - INFO - Epoch [2][620/3757] lr: 1.000e-02, eta: 1 day, 14:48:25, time: 0.651, data_time: 0.010, memory: 7079, top1_acc: 0.3766, top5_acc: 0.6328, loss_cls: 2.7821, loss: 2.7821, grad_norm: 5.9403 2020-07-25 04:12:42,295 - mmaction - INFO - Epoch [2][640/3757] lr: 1.000e-02, eta: 1 day, 14:46:36, time: 0.649, data_time: 0.002, memory: 7079, top1_acc: 0.3898, top5_acc: 0.6570, loss_cls: 2.7298, loss: 2.7298, grad_norm: 5.9925 2020-07-25 04:12:55,153 - mmaction - INFO - Epoch [2][660/3757] lr: 1.000e-02, eta: 1 day, 14:44:43, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.3547, top5_acc: 0.6352, loss_cls: 2.7753, loss: 2.7753, grad_norm: 5.9453 2020-07-25 04:13:08,772 - mmaction - INFO - Epoch [2][680/3757] lr: 1.000e-02, eta: 1 day, 14:43:21, time: 0.679, data_time: 0.009, memory: 7079, top1_acc: 0.3578, top5_acc: 0.6375, loss_cls: 2.8264, loss: 2.8264, grad_norm: 5.9228 2020-07-25 04:13:21,193 - mmaction - INFO - Epoch [2][700/3757] lr: 1.000e-02, eta: 1 day, 14:41:13, time: 0.623, data_time: 0.005, memory: 7079, top1_acc: 0.3922, top5_acc: 0.6422, loss_cls: 2.7216, loss: 2.7216, grad_norm: 5.8129 2020-07-25 04:13:34,480 - mmaction - INFO - Epoch [2][720/3757] lr: 1.000e-02, eta: 1 day, 14:39:33, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6687, loss_cls: 2.6795, loss: 2.6795, grad_norm: 5.9304 2020-07-25 04:13:48,290 - mmaction - INFO - Epoch [2][740/3757] lr: 1.000e-02, eta: 1 day, 14:38:29, time: 0.700, data_time: 0.011, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6391, loss_cls: 2.7322, loss: 2.7322, grad_norm: 5.9047 2020-07-25 04:14:01,943 - mmaction - INFO - Epoch [2][760/3757] lr: 1.000e-02, eta: 1 day, 14:37:09, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.3641, top5_acc: 0.6516, loss_cls: 2.7727, loss: 2.7727, grad_norm: 5.9218 2020-07-25 04:14:14,374 - mmaction - INFO - Epoch [2][780/3757] lr: 1.000e-02, eta: 1 day, 14:35:07, time: 0.625, data_time: 0.009, memory: 7079, top1_acc: 0.3672, top5_acc: 0.6531, loss_cls: 2.6866, loss: 2.6866, grad_norm: 5.8676 2020-07-25 04:14:27,340 - mmaction - INFO - Epoch [2][800/3757] lr: 1.000e-02, eta: 1 day, 14:33:18, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.3922, top5_acc: 0.6648, loss_cls: 2.6161, loss: 2.6161, grad_norm: 5.8488 2020-07-25 04:14:40,264 - mmaction - INFO - Epoch [2][820/3757] lr: 1.000e-02, eta: 1 day, 14:31:38, time: 0.651, data_time: 0.009, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6547, loss_cls: 2.6798, loss: 2.6798, grad_norm: 5.7758 2020-07-25 04:14:53,099 - mmaction - INFO - Epoch [2][840/3757] lr: 1.000e-02, eta: 1 day, 14:29:51, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.3664, top5_acc: 0.6430, loss_cls: 2.7547, loss: 2.7547, grad_norm: 5.9780 2020-07-25 04:15:06,343 - mmaction - INFO - Epoch [2][860/3757] lr: 1.000e-02, eta: 1 day, 14:28:21, time: 0.662, data_time: 0.003, memory: 7079, top1_acc: 0.3906, top5_acc: 0.6781, loss_cls: 2.6343, loss: 2.6343, grad_norm: 5.8087 2020-07-25 04:15:19,178 - mmaction - INFO - Epoch [2][880/3757] lr: 1.000e-02, eta: 1 day, 14:26:37, time: 0.643, data_time: 0.009, memory: 7079, top1_acc: 0.3547, top5_acc: 0.6414, loss_cls: 2.7541, loss: 2.7541, grad_norm: 6.3247 2020-07-25 04:15:32,779 - mmaction - INFO - Epoch [2][900/3757] lr: 1.000e-02, eta: 1 day, 14:25:20, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.3898, top5_acc: 0.6562, loss_cls: 2.7032, loss: 2.7032, grad_norm: 5.7893 2020-07-25 04:15:46,601 - mmaction - INFO - Epoch [2][920/3757] lr: 1.000e-02, eta: 1 day, 14:24:17, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6375, loss_cls: 2.7137, loss: 2.7137, grad_norm: 5.6054 2020-07-25 04:16:00,234 - mmaction - INFO - Epoch [2][940/3757] lr: 1.000e-02, eta: 1 day, 14:23:06, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6672, loss_cls: 2.6400, loss: 2.6400, grad_norm: 5.9059 2020-07-25 04:16:13,082 - mmaction - INFO - Epoch [2][960/3757] lr: 1.000e-02, eta: 1 day, 14:21:22, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6469, loss_cls: 2.7165, loss: 2.7165, grad_norm: 5.9980 2020-07-25 04:16:27,204 - mmaction - INFO - Epoch [2][980/3757] lr: 1.000e-02, eta: 1 day, 14:20:30, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6406, loss_cls: 2.6988, loss: 2.6988, grad_norm: 5.9078 2020-07-25 04:16:40,051 - mmaction - INFO - Epoch [2][1000/3757] lr: 1.000e-02, eta: 1 day, 14:18:51, time: 0.644, data_time: 0.009, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6703, loss_cls: 2.5928, loss: 2.5928, grad_norm: 5.9454 2020-07-25 04:16:53,226 - mmaction - INFO - Epoch [2][1020/3757] lr: 1.000e-02, eta: 1 day, 14:17:20, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6508, loss_cls: 2.7199, loss: 2.7199, grad_norm: 6.1764 2020-07-25 04:17:07,143 - mmaction - INFO - Epoch [2][1040/3757] lr: 1.000e-02, eta: 1 day, 14:16:24, time: 0.699, data_time: 0.009, memory: 7079, top1_acc: 0.3836, top5_acc: 0.6531, loss_cls: 2.7527, loss: 2.7527, grad_norm: 5.9137 2020-07-25 04:17:21,185 - mmaction - INFO - Epoch [2][1060/3757] lr: 1.000e-02, eta: 1 day, 14:15:28, time: 0.699, data_time: 0.086, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6617, loss_cls: 2.6426, loss: 2.6426, grad_norm: 5.8029 2020-07-25 04:17:33,912 - mmaction - INFO - Epoch [2][1080/3757] lr: 1.000e-02, eta: 1 day, 14:13:47, time: 0.639, data_time: 0.025, memory: 7079, top1_acc: 0.3953, top5_acc: 0.6687, loss_cls: 2.6561, loss: 2.6561, grad_norm: 5.8890 2020-07-25 04:17:47,190 - mmaction - INFO - Epoch [2][1100/3757] lr: 1.000e-02, eta: 1 day, 14:12:25, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.3852, top5_acc: 0.6609, loss_cls: 2.6978, loss: 2.6978, grad_norm: 5.9963 2020-07-25 04:18:00,206 - mmaction - INFO - Epoch [2][1120/3757] lr: 1.000e-02, eta: 1 day, 14:10:55, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6609, loss_cls: 2.6343, loss: 2.6343, grad_norm: 5.9214 2020-07-25 04:18:14,054 - mmaction - INFO - Epoch [2][1140/3757] lr: 1.000e-02, eta: 1 day, 14:09:54, time: 0.690, data_time: 0.009, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6609, loss_cls: 2.6435, loss: 2.6435, grad_norm: 5.7171 2020-07-25 04:18:27,301 - mmaction - INFO - Epoch [2][1160/3757] lr: 1.000e-02, eta: 1 day, 14:08:36, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6609, loss_cls: 2.6290, loss: 2.6290, grad_norm: 5.7712 2020-07-25 04:18:40,423 - mmaction - INFO - Epoch [2][1180/3757] lr: 1.000e-02, eta: 1 day, 14:07:04, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6711, loss_cls: 2.6231, loss: 2.6231, grad_norm: 5.8783 2020-07-25 04:18:53,511 - mmaction - INFO - Epoch [2][1200/3757] lr: 1.000e-02, eta: 1 day, 14:05:43, time: 0.661, data_time: 0.011, memory: 7079, top1_acc: 0.3828, top5_acc: 0.6578, loss_cls: 2.6569, loss: 2.6569, grad_norm: 6.0300 2020-07-25 04:19:06,439 - mmaction - INFO - Epoch [2][1220/3757] lr: 1.000e-02, eta: 1 day, 14:04:12, time: 0.646, data_time: 0.009, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6555, loss_cls: 2.6823, loss: 2.6823, grad_norm: 5.8694 2020-07-25 04:19:19,030 - mmaction - INFO - Epoch [2][1240/3757] lr: 1.000e-02, eta: 1 day, 14:02:31, time: 0.631, data_time: 0.004, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6523, loss_cls: 2.6504, loss: 2.6504, grad_norm: 5.7865 2020-07-25 04:19:32,735 - mmaction - INFO - Epoch [2][1260/3757] lr: 1.000e-02, eta: 1 day, 14:01:23, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.3820, top5_acc: 0.6758, loss_cls: 2.6505, loss: 2.6505, grad_norm: 5.7785 2020-07-25 04:19:45,651 - mmaction - INFO - Epoch [2][1280/3757] lr: 1.000e-02, eta: 1 day, 13:59:59, time: 0.654, data_time: 0.011, memory: 7079, top1_acc: 0.3961, top5_acc: 0.6516, loss_cls: 2.6467, loss: 2.6467, grad_norm: 5.9725 2020-07-25 04:19:59,467 - mmaction - INFO - Epoch [2][1300/3757] lr: 1.000e-02, eta: 1 day, 13:59:02, time: 0.690, data_time: 0.009, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6648, loss_cls: 2.6046, loss: 2.6046, grad_norm: 5.8496 2020-07-25 04:20:11,998 - mmaction - INFO - Epoch [2][1320/3757] lr: 1.000e-02, eta: 1 day, 13:57:20, time: 0.628, data_time: 0.004, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6797, loss_cls: 2.5879, loss: 2.5879, grad_norm: 5.7010 2020-07-25 04:20:24,465 - mmaction - INFO - Epoch [2][1340/3757] lr: 1.000e-02, eta: 1 day, 13:55:32, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.3836, top5_acc: 0.6375, loss_cls: 2.7481, loss: 2.7481, grad_norm: 5.7807 2020-07-25 04:20:37,447 - mmaction - INFO - Epoch [2][1360/3757] lr: 1.000e-02, eta: 1 day, 13:54:11, time: 0.655, data_time: 0.009, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6609, loss_cls: 2.6827, loss: 2.6827, grad_norm: 5.8782 2020-07-25 04:20:51,231 - mmaction - INFO - Epoch [2][1380/3757] lr: 1.000e-02, eta: 1 day, 13:53:13, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6594, loss_cls: 2.6519, loss: 2.6519, grad_norm: 5.7632 2020-07-25 04:21:04,184 - mmaction - INFO - Epoch [2][1400/3757] lr: 1.000e-02, eta: 1 day, 13:51:51, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6719, loss_cls: 2.5952, loss: 2.5952, grad_norm: 5.6867 2020-07-25 04:21:17,797 - mmaction - INFO - Epoch [2][1420/3757] lr: 1.000e-02, eta: 1 day, 13:50:48, time: 0.679, data_time: 0.009, memory: 7079, top1_acc: 0.4031, top5_acc: 0.6570, loss_cls: 2.6575, loss: 2.6575, grad_norm: 5.8780 2020-07-25 04:21:31,241 - mmaction - INFO - Epoch [2][1440/3757] lr: 1.000e-02, eta: 1 day, 13:49:43, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.3766, top5_acc: 0.6312, loss_cls: 2.7566, loss: 2.7566, grad_norm: 5.7497 2020-07-25 04:21:44,410 - mmaction - INFO - Epoch [2][1460/3757] lr: 1.000e-02, eta: 1 day, 13:48:24, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.3789, top5_acc: 0.6734, loss_cls: 2.6333, loss: 2.6333, grad_norm: 5.9147 2020-07-25 04:21:57,796 - mmaction - INFO - Epoch [2][1480/3757] lr: 1.000e-02, eta: 1 day, 13:47:19, time: 0.673, data_time: 0.009, memory: 7079, top1_acc: 0.3883, top5_acc: 0.6680, loss_cls: 2.6470, loss: 2.6470, grad_norm: 5.8113 2020-07-25 04:22:11,172 - mmaction - INFO - Epoch [2][1500/3757] lr: 1.000e-02, eta: 1 day, 13:46:12, time: 0.669, data_time: 0.002, memory: 7079, top1_acc: 0.3828, top5_acc: 0.6484, loss_cls: 2.7348, loss: 2.7348, grad_norm: 6.0263 2020-07-25 04:22:23,855 - mmaction - INFO - Epoch [2][1520/3757] lr: 1.000e-02, eta: 1 day, 13:44:39, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4023, top5_acc: 0.6680, loss_cls: 2.6266, loss: 2.6266, grad_norm: 5.8656 2020-07-25 04:22:36,946 - mmaction - INFO - Epoch [2][1540/3757] lr: 1.000e-02, eta: 1 day, 13:43:22, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.3961, top5_acc: 0.6703, loss_cls: 2.6169, loss: 2.6169, grad_norm: 5.8631 2020-07-25 04:22:50,557 - mmaction - INFO - Epoch [2][1560/3757] lr: 1.000e-02, eta: 1 day, 13:42:21, time: 0.677, data_time: 0.009, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6687, loss_cls: 2.6064, loss: 2.6064, grad_norm: 5.8008 2020-07-25 04:23:03,095 - mmaction - INFO - Epoch [2][1580/3757] lr: 1.000e-02, eta: 1 day, 13:40:50, time: 0.632, data_time: 0.012, memory: 7079, top1_acc: 0.3844, top5_acc: 0.6617, loss_cls: 2.6771, loss: 2.6771, grad_norm: 5.9013 2020-07-25 04:23:15,521 - mmaction - INFO - Epoch [2][1600/3757] lr: 1.000e-02, eta: 1 day, 13:39:09, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6852, loss_cls: 2.5220, loss: 2.5220, grad_norm: 5.5160 2020-07-25 04:23:27,799 - mmaction - INFO - Epoch [2][1620/3757] lr: 1.000e-02, eta: 1 day, 13:37:30, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.3898, top5_acc: 0.6641, loss_cls: 2.6635, loss: 2.6635, grad_norm: 5.8153 2020-07-25 04:23:40,146 - mmaction - INFO - Epoch [2][1640/3757] lr: 1.000e-02, eta: 1 day, 13:35:47, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6664, loss_cls: 2.6320, loss: 2.6320, grad_norm: 5.6842 2020-07-25 04:23:53,249 - mmaction - INFO - Epoch [2][1660/3757] lr: 1.000e-02, eta: 1 day, 13:34:37, time: 0.661, data_time: 0.066, memory: 7079, top1_acc: 0.3805, top5_acc: 0.6570, loss_cls: 2.6641, loss: 2.6641, grad_norm: 5.8936 2020-07-25 04:24:06,003 - mmaction - INFO - Epoch [2][1680/3757] lr: 1.000e-02, eta: 1 day, 13:33:12, time: 0.637, data_time: 0.023, memory: 7079, top1_acc: 0.3828, top5_acc: 0.6492, loss_cls: 2.7189, loss: 2.7189, grad_norm: 5.9024 2020-07-25 04:24:18,841 - mmaction - INFO - Epoch [2][1700/3757] lr: 1.000e-02, eta: 1 day, 13:31:51, time: 0.642, data_time: 0.003, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6836, loss_cls: 2.5502, loss: 2.5502, grad_norm: 5.9216 2020-07-25 04:24:32,575 - mmaction - INFO - Epoch [2][1720/3757] lr: 1.000e-02, eta: 1 day, 13:30:59, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6867, loss_cls: 2.5710, loss: 2.5710, grad_norm: 5.7518 2020-07-25 04:24:45,902 - mmaction - INFO - Epoch [2][1740/3757] lr: 1.000e-02, eta: 1 day, 13:29:57, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6758, loss_cls: 2.5924, loss: 2.5924, grad_norm: 5.7281 2020-07-25 04:24:58,346 - mmaction - INFO - Epoch [2][1760/3757] lr: 1.000e-02, eta: 1 day, 13:28:24, time: 0.623, data_time: 0.002, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6617, loss_cls: 2.6480, loss: 2.6480, grad_norm: 5.8168 2020-07-25 04:25:11,253 - mmaction - INFO - Epoch [2][1780/3757] lr: 1.000e-02, eta: 1 day, 13:27:06, time: 0.645, data_time: 0.014, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6570, loss_cls: 2.6642, loss: 2.6642, grad_norm: 5.9102 2020-07-25 04:25:24,848 - mmaction - INFO - Epoch [2][1800/3757] lr: 1.000e-02, eta: 1 day, 13:26:08, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.3969, top5_acc: 0.6656, loss_cls: 2.6881, loss: 2.6881, grad_norm: 5.6263 2020-07-25 04:25:37,915 - mmaction - INFO - Epoch [2][1820/3757] lr: 1.000e-02, eta: 1 day, 13:25:01, time: 0.660, data_time: 0.010, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6758, loss_cls: 2.4937, loss: 2.4937, grad_norm: 5.7539 2020-07-25 04:25:49,904 - mmaction - INFO - Epoch [2][1840/3757] lr: 1.000e-02, eta: 1 day, 13:23:15, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.3945, top5_acc: 0.6680, loss_cls: 2.6531, loss: 2.6531, grad_norm: 5.8953 2020-07-25 04:26:04,209 - mmaction - INFO - Epoch [2][1860/3757] lr: 1.000e-02, eta: 1 day, 13:22:44, time: 0.713, data_time: 0.008, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6508, loss_cls: 2.6659, loss: 2.6659, grad_norm: 5.8024 2020-07-25 04:26:16,953 - mmaction - INFO - Epoch [2][1880/3757] lr: 1.000e-02, eta: 1 day, 13:21:25, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.3953, top5_acc: 0.6750, loss_cls: 2.6345, loss: 2.6345, grad_norm: 5.8584 2020-07-25 04:26:29,844 - mmaction - INFO - Epoch [2][1900/3757] lr: 1.000e-02, eta: 1 day, 13:20:05, time: 0.637, data_time: 0.010, memory: 7079, top1_acc: 0.4141, top5_acc: 0.6711, loss_cls: 2.5812, loss: 2.5812, grad_norm: 5.6928 2020-07-25 04:26:43,019 - mmaction - INFO - Epoch [2][1920/3757] lr: 1.000e-02, eta: 1 day, 13:19:06, time: 0.667, data_time: 0.011, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.5823, loss: 2.5823, grad_norm: 5.8124 2020-07-25 04:26:55,670 - mmaction - INFO - Epoch [2][1940/3757] lr: 1.000e-02, eta: 1 day, 13:17:40, time: 0.627, data_time: 0.008, memory: 7079, top1_acc: 0.3937, top5_acc: 0.6766, loss_cls: 2.6263, loss: 2.6263, grad_norm: 5.9789 2020-07-25 04:27:09,025 - mmaction - INFO - Epoch [2][1960/3757] lr: 1.000e-02, eta: 1 day, 13:16:45, time: 0.673, data_time: 0.010, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6469, loss_cls: 2.6326, loss: 2.6326, grad_norm: 5.5742 2020-07-25 04:27:23,193 - mmaction - INFO - Epoch [2][1980/3757] lr: 1.000e-02, eta: 1 day, 13:16:07, time: 0.700, data_time: 0.014, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6766, loss_cls: 2.6060, loss: 2.6060, grad_norm: 5.8308 2020-07-25 04:27:35,188 - mmaction - INFO - Epoch [2][2000/3757] lr: 1.000e-02, eta: 1 day, 13:14:30, time: 0.606, data_time: 0.010, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6906, loss_cls: 2.5360, loss: 2.5360, grad_norm: 5.7075 2020-07-25 04:27:48,214 - mmaction - INFO - Epoch [2][2020/3757] lr: 1.000e-02, eta: 1 day, 13:13:17, time: 0.644, data_time: 0.023, memory: 7079, top1_acc: 0.3812, top5_acc: 0.6492, loss_cls: 2.7524, loss: 2.7524, grad_norm: 5.7998 2020-07-25 04:28:01,383 - mmaction - INFO - Epoch [2][2040/3757] lr: 1.000e-02, eta: 1 day, 13:12:19, time: 0.667, data_time: 0.012, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6773, loss_cls: 2.4912, loss: 2.4912, grad_norm: 5.7178 2020-07-25 04:28:15,275 - mmaction - INFO - Epoch [2][2060/3757] lr: 1.000e-02, eta: 1 day, 13:11:34, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6711, loss_cls: 2.5997, loss: 2.5997, grad_norm: 5.8387 2020-07-25 04:28:28,454 - mmaction - INFO - Epoch [2][2080/3757] lr: 1.000e-02, eta: 1 day, 13:10:35, time: 0.665, data_time: 0.010, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6648, loss_cls: 2.5795, loss: 2.5795, grad_norm: 5.6899 2020-07-25 04:28:41,035 - mmaction - INFO - Epoch [2][2100/3757] lr: 1.000e-02, eta: 1 day, 13:09:13, time: 0.627, data_time: 0.009, memory: 7079, top1_acc: 0.3797, top5_acc: 0.6594, loss_cls: 2.6944, loss: 2.6944, grad_norm: 5.7912 2020-07-25 04:28:54,461 - mmaction - INFO - Epoch [2][2120/3757] lr: 1.000e-02, eta: 1 day, 13:08:21, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4000, top5_acc: 0.6672, loss_cls: 2.6337, loss: 2.6337, grad_norm: 5.7266 2020-07-25 04:29:07,458 - mmaction - INFO - Epoch [2][2140/3757] lr: 1.000e-02, eta: 1 day, 13:07:09, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5414, loss: 2.5414, grad_norm: 5.8454 2020-07-25 04:29:20,609 - mmaction - INFO - Epoch [2][2160/3757] lr: 1.000e-02, eta: 1 day, 13:06:11, time: 0.664, data_time: 0.010, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6719, loss_cls: 2.5902, loss: 2.5902, grad_norm: 5.8232 2020-07-25 04:29:33,890 - mmaction - INFO - Epoch [2][2180/3757] lr: 1.000e-02, eta: 1 day, 13:05:09, time: 0.657, data_time: 0.009, memory: 7079, top1_acc: 0.4008, top5_acc: 0.6578, loss_cls: 2.6823, loss: 2.6823, grad_norm: 5.7361 2020-07-25 04:29:46,702 - mmaction - INFO - Epoch [2][2200/3757] lr: 1.000e-02, eta: 1 day, 13:04:02, time: 0.648, data_time: 0.011, memory: 7079, top1_acc: 0.4086, top5_acc: 0.7031, loss_cls: 2.4976, loss: 2.4976, grad_norm: 5.8411 2020-07-25 04:29:59,329 - mmaction - INFO - Epoch [2][2220/3757] lr: 1.000e-02, eta: 1 day, 13:02:43, time: 0.628, data_time: 0.008, memory: 7079, top1_acc: 0.4289, top5_acc: 0.7031, loss_cls: 2.5057, loss: 2.5057, grad_norm: 5.7595 2020-07-25 04:30:12,782 - mmaction - INFO - Epoch [2][2240/3757] lr: 1.000e-02, eta: 1 day, 13:01:53, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6734, loss_cls: 2.5799, loss: 2.5799, grad_norm: 5.8447 2020-07-25 04:30:26,764 - mmaction - INFO - Epoch [2][2260/3757] lr: 1.000e-02, eta: 1 day, 13:01:19, time: 0.700, data_time: 0.010, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6852, loss_cls: 2.5338, loss: 2.5338, grad_norm: 5.8819 2020-07-25 04:30:39,771 - mmaction - INFO - Epoch [2][2280/3757] lr: 1.000e-02, eta: 1 day, 13:00:09, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.4031, top5_acc: 0.6805, loss_cls: 2.5880, loss: 2.5880, grad_norm: 5.8865 2020-07-25 04:30:52,434 - mmaction - INFO - Epoch [2][2300/3757] lr: 1.000e-02, eta: 1 day, 12:59:00, time: 0.641, data_time: 0.011, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6875, loss_cls: 2.5353, loss: 2.5353, grad_norm: 5.5184 2020-07-25 04:31:06,204 - mmaction - INFO - Epoch [2][2320/3757] lr: 1.000e-02, eta: 1 day, 12:58:18, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.4000, top5_acc: 0.6695, loss_cls: 2.5481, loss: 2.5481, grad_norm: 5.7105 2020-07-25 04:31:18,662 - mmaction - INFO - Epoch [2][2340/3757] lr: 1.000e-02, eta: 1 day, 12:56:59, time: 0.623, data_time: 0.005, memory: 7079, top1_acc: 0.3961, top5_acc: 0.6625, loss_cls: 2.6166, loss: 2.6166, grad_norm: 5.8458 2020-07-25 04:31:31,458 - mmaction - INFO - Epoch [2][2360/3757] lr: 1.000e-02, eta: 1 day, 12:55:46, time: 0.634, data_time: 0.008, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6602, loss_cls: 2.6352, loss: 2.6352, grad_norm: 5.7598 2020-07-25 04:31:44,258 - mmaction - INFO - Epoch [2][2380/3757] lr: 1.000e-02, eta: 1 day, 12:54:40, time: 0.645, data_time: 0.010, memory: 7079, top1_acc: 0.3828, top5_acc: 0.6750, loss_cls: 2.6327, loss: 2.6327, grad_norm: 5.8511 2020-07-25 04:31:57,735 - mmaction - INFO - Epoch [2][2400/3757] lr: 1.000e-02, eta: 1 day, 12:53:51, time: 0.672, data_time: 0.009, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.5943, loss: 2.5943, grad_norm: 5.6954 2020-07-25 04:32:10,526 - mmaction - INFO - Epoch [2][2420/3757] lr: 1.000e-02, eta: 1 day, 12:52:43, time: 0.640, data_time: 0.004, memory: 7079, top1_acc: 0.3969, top5_acc: 0.6578, loss_cls: 2.6284, loss: 2.6284, grad_norm: 5.7513 2020-07-25 04:32:24,018 - mmaction - INFO - Epoch [2][2440/3757] lr: 1.000e-02, eta: 1 day, 12:51:56, time: 0.676, data_time: 0.010, memory: 7079, top1_acc: 0.3875, top5_acc: 0.6523, loss_cls: 2.6606, loss: 2.6606, grad_norm: 5.7603 2020-07-25 04:32:37,016 - mmaction - INFO - Epoch [2][2460/3757] lr: 1.000e-02, eta: 1 day, 12:50:54, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.3898, top5_acc: 0.6773, loss_cls: 2.5364, loss: 2.5364, grad_norm: 5.6025 2020-07-25 04:32:49,938 - mmaction - INFO - Epoch [2][2480/3757] lr: 1.000e-02, eta: 1 day, 12:49:51, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6758, loss_cls: 2.5439, loss: 2.5439, grad_norm: 5.6745 2020-07-25 04:33:02,954 - mmaction - INFO - Epoch [2][2500/3757] lr: 1.000e-02, eta: 1 day, 12:48:50, time: 0.651, data_time: 0.003, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6766, loss_cls: 2.5754, loss: 2.5754, grad_norm: 5.9018 2020-07-25 04:33:15,592 - mmaction - INFO - Epoch [2][2520/3757] lr: 1.000e-02, eta: 1 day, 12:47:37, time: 0.630, data_time: 0.009, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6672, loss_cls: 2.6684, loss: 2.6684, grad_norm: 5.8701 2020-07-25 04:33:28,060 - mmaction - INFO - Epoch [2][2540/3757] lr: 1.000e-02, eta: 1 day, 12:46:23, time: 0.625, data_time: 0.005, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6805, loss_cls: 2.5774, loss: 2.5774, grad_norm: 5.8743 2020-07-25 04:33:41,529 - mmaction - INFO - Epoch [2][2560/3757] lr: 1.000e-02, eta: 1 day, 12:45:35, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6547, loss_cls: 2.6653, loss: 2.6653, grad_norm: 5.8426 2020-07-25 04:33:54,519 - mmaction - INFO - Epoch [2][2580/3757] lr: 1.000e-02, eta: 1 day, 12:44:36, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.3844, top5_acc: 0.6648, loss_cls: 2.6505, loss: 2.6505, grad_norm: 6.0287 2020-07-25 04:34:07,136 - mmaction - INFO - Epoch [2][2600/3757] lr: 1.000e-02, eta: 1 day, 12:43:22, time: 0.624, data_time: 0.013, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6742, loss_cls: 2.5874, loss: 2.5874, grad_norm: 5.8000 2020-07-25 04:34:19,835 - mmaction - INFO - Epoch [2][2620/3757] lr: 1.000e-02, eta: 1 day, 12:42:18, time: 0.641, data_time: 0.009, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6930, loss_cls: 2.5061, loss: 2.5061, grad_norm: 5.6313 2020-07-25 04:34:33,602 - mmaction - INFO - Epoch [2][2640/3757] lr: 1.000e-02, eta: 1 day, 12:41:37, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.4000, top5_acc: 0.6711, loss_cls: 2.6153, loss: 2.6153, grad_norm: 5.7810 2020-07-25 04:34:45,944 - mmaction - INFO - Epoch [2][2660/3757] lr: 1.000e-02, eta: 1 day, 12:40:24, time: 0.625, data_time: 0.010, memory: 7079, top1_acc: 0.4125, top5_acc: 0.7008, loss_cls: 2.4729, loss: 2.4729, grad_norm: 5.7627 2020-07-25 04:34:58,291 - mmaction - INFO - Epoch [2][2680/3757] lr: 1.000e-02, eta: 1 day, 12:39:06, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.4211, top5_acc: 0.6766, loss_cls: 2.5021, loss: 2.5021, grad_norm: 5.5566 2020-07-25 04:35:11,354 - mmaction - INFO - Epoch [2][2700/3757] lr: 1.000e-02, eta: 1 day, 12:38:09, time: 0.651, data_time: 0.009, memory: 7079, top1_acc: 0.4000, top5_acc: 0.6789, loss_cls: 2.5755, loss: 2.5755, grad_norm: 5.6860 2020-07-25 04:35:24,235 - mmaction - INFO - Epoch [2][2720/3757] lr: 1.000e-02, eta: 1 day, 12:37:09, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6922, loss_cls: 2.5462, loss: 2.5462, grad_norm: 5.9913 2020-07-25 04:35:40,076 - mmaction - INFO - Epoch [2][2740/3757] lr: 1.000e-02, eta: 1 day, 12:37:30, time: 0.791, data_time: 0.008, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6883, loss_cls: 2.5509, loss: 2.5509, grad_norm: 5.8779 2020-07-25 04:35:54,553 - mmaction - INFO - Epoch [2][2760/3757] lr: 1.000e-02, eta: 1 day, 12:37:15, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6578, loss_cls: 2.6166, loss: 2.6166, grad_norm: 5.7828 2020-07-25 04:36:06,783 - mmaction - INFO - Epoch [2][2780/3757] lr: 1.000e-02, eta: 1 day, 12:35:56, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6820, loss_cls: 2.4980, loss: 2.4980, grad_norm: 5.6757 2020-07-25 04:36:21,393 - mmaction - INFO - Epoch [2][2800/3757] lr: 1.000e-02, eta: 1 day, 12:35:41, time: 0.727, data_time: 0.107, memory: 7079, top1_acc: 0.4008, top5_acc: 0.6961, loss_cls: 2.5568, loss: 2.5568, grad_norm: 5.7794 2020-07-25 04:36:33,483 - mmaction - INFO - Epoch [2][2820/3757] lr: 1.000e-02, eta: 1 day, 12:34:22, time: 0.609, data_time: 0.010, memory: 7079, top1_acc: 0.4023, top5_acc: 0.6562, loss_cls: 2.6010, loss: 2.6010, grad_norm: 5.8186 2020-07-25 04:36:46,693 - mmaction - INFO - Epoch [2][2840/3757] lr: 1.000e-02, eta: 1 day, 12:33:27, time: 0.653, data_time: 0.042, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6883, loss_cls: 2.5220, loss: 2.5220, grad_norm: 5.5451 2020-07-25 04:37:00,025 - mmaction - INFO - Epoch [2][2860/3757] lr: 1.000e-02, eta: 1 day, 12:32:44, time: 0.675, data_time: 0.011, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6914, loss_cls: 2.5437, loss: 2.5437, grad_norm: 5.8952 2020-07-25 04:37:13,161 - mmaction - INFO - Epoch [2][2880/3757] lr: 1.000e-02, eta: 1 day, 12:31:52, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6617, loss_cls: 2.6312, loss: 2.6312, grad_norm: 5.8602 2020-07-25 04:37:25,553 - mmaction - INFO - Epoch [2][2900/3757] lr: 1.000e-02, eta: 1 day, 12:30:38, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.4133, top5_acc: 0.7008, loss_cls: 2.5592, loss: 2.5592, grad_norm: 5.8589 2020-07-25 04:37:37,850 - mmaction - INFO - Epoch [2][2920/3757] lr: 1.000e-02, eta: 1 day, 12:29:24, time: 0.617, data_time: 0.010, memory: 7079, top1_acc: 0.3945, top5_acc: 0.6477, loss_cls: 2.6465, loss: 2.6465, grad_norm: 5.8565 2020-07-25 04:37:50,933 - mmaction - INFO - Epoch [2][2940/3757] lr: 1.000e-02, eta: 1 day, 12:28:29, time: 0.649, data_time: 0.010, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6828, loss_cls: 2.4854, loss: 2.4854, grad_norm: 5.5409 2020-07-25 04:38:03,527 - mmaction - INFO - Epoch [2][2960/3757] lr: 1.000e-02, eta: 1 day, 12:27:27, time: 0.637, data_time: 0.009, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6672, loss_cls: 2.5942, loss: 2.5942, grad_norm: 5.7472 2020-07-25 04:38:16,389 - mmaction - INFO - Epoch [2][2980/3757] lr: 1.000e-02, eta: 1 day, 12:26:28, time: 0.642, data_time: 0.002, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6742, loss_cls: 2.5744, loss: 2.5744, grad_norm: 5.8392 2020-07-25 04:38:29,707 - mmaction - INFO - Epoch [2][3000/3757] lr: 1.000e-02, eta: 1 day, 12:25:38, time: 0.659, data_time: 0.009, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6906, loss_cls: 2.4974, loss: 2.4974, grad_norm: 5.5820 2020-07-25 04:38:42,208 - mmaction - INFO - Epoch [2][3020/3757] lr: 1.000e-02, eta: 1 day, 12:24:34, time: 0.631, data_time: 0.010, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6695, loss_cls: 2.6174, loss: 2.6174, grad_norm: 5.7637 2020-07-25 04:38:55,107 - mmaction - INFO - Epoch [2][3040/3757] lr: 1.000e-02, eta: 1 day, 12:23:34, time: 0.638, data_time: 0.035, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6672, loss_cls: 2.6229, loss: 2.6229, grad_norm: 5.5744 2020-07-25 04:39:08,110 - mmaction - INFO - Epoch [2][3060/3757] lr: 1.000e-02, eta: 1 day, 12:22:45, time: 0.658, data_time: 0.010, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6891, loss_cls: 2.4872, loss: 2.4872, grad_norm: 5.6082 2020-07-25 04:39:21,547 - mmaction - INFO - Epoch [2][3080/3757] lr: 1.000e-02, eta: 1 day, 12:22:03, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6930, loss_cls: 2.5754, loss: 2.5754, grad_norm: 5.8487 2020-07-25 04:39:35,323 - mmaction - INFO - Epoch [2][3100/3757] lr: 1.000e-02, eta: 1 day, 12:21:30, time: 0.689, data_time: 0.003, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6773, loss_cls: 2.5615, loss: 2.5615, grad_norm: 5.8248 2020-07-25 04:39:48,168 - mmaction - INFO - Epoch [2][3120/3757] lr: 1.000e-02, eta: 1 day, 12:20:30, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6727, loss_cls: 2.6299, loss: 2.6299, grad_norm: 5.8486 2020-07-25 04:40:00,494 - mmaction - INFO - Epoch [2][3140/3757] lr: 1.000e-02, eta: 1 day, 12:19:23, time: 0.624, data_time: 0.009, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.5453, loss: 2.5453, grad_norm: 5.7249 2020-07-25 04:40:13,197 - mmaction - INFO - Epoch [2][3160/3757] lr: 1.000e-02, eta: 1 day, 12:18:21, time: 0.631, data_time: 0.008, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6836, loss_cls: 2.4837, loss: 2.4837, grad_norm: 5.6979 2020-07-25 04:40:25,754 - mmaction - INFO - Epoch [2][3180/3757] lr: 1.000e-02, eta: 1 day, 12:17:19, time: 0.632, data_time: 0.009, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6797, loss_cls: 2.5319, loss: 2.5319, grad_norm: 5.7684 2020-07-25 04:40:38,317 - mmaction - INFO - Epoch [2][3200/3757] lr: 1.000e-02, eta: 1 day, 12:16:12, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6773, loss_cls: 2.5370, loss: 2.5370, grad_norm: 5.6097 2020-07-25 04:40:51,739 - mmaction - INFO - Epoch [2][3220/3757] lr: 1.000e-02, eta: 1 day, 12:15:34, time: 0.678, data_time: 0.010, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6742, loss_cls: 2.6446, loss: 2.6446, grad_norm: 5.7252 2020-07-25 04:41:04,113 - mmaction - INFO - Epoch [2][3240/3757] lr: 1.000e-02, eta: 1 day, 12:14:24, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.3953, top5_acc: 0.6656, loss_cls: 2.6077, loss: 2.6077, grad_norm: 5.7893 2020-07-25 04:41:17,136 - mmaction - INFO - Epoch [2][3260/3757] lr: 1.000e-02, eta: 1 day, 12:13:36, time: 0.658, data_time: 0.010, memory: 7079, top1_acc: 0.3937, top5_acc: 0.6555, loss_cls: 2.6761, loss: 2.6761, grad_norm: 5.7083 2020-07-25 04:41:31,182 - mmaction - INFO - Epoch [2][3280/3757] lr: 1.000e-02, eta: 1 day, 12:13:09, time: 0.695, data_time: 0.009, memory: 7079, top1_acc: 0.4398, top5_acc: 0.7039, loss_cls: 2.4094, loss: 2.4094, grad_norm: 5.6405 2020-07-25 04:41:44,170 - mmaction - INFO - Epoch [2][3300/3757] lr: 1.000e-02, eta: 1 day, 12:12:21, time: 0.656, data_time: 0.010, memory: 7079, top1_acc: 0.4211, top5_acc: 0.6891, loss_cls: 2.4857, loss: 2.4857, grad_norm: 5.5266 2020-07-25 04:41:56,967 - mmaction - INFO - Epoch [2][3320/3757] lr: 1.000e-02, eta: 1 day, 12:11:22, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6648, loss_cls: 2.6176, loss: 2.6176, grad_norm: 5.6954 2020-07-25 04:42:09,606 - mmaction - INFO - Epoch [2][3340/3757] lr: 1.000e-02, eta: 1 day, 12:10:26, time: 0.638, data_time: 0.010, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6766, loss_cls: 2.5903, loss: 2.5903, grad_norm: 5.6585 2020-07-25 04:42:22,383 - mmaction - INFO - Epoch [2][3360/3757] lr: 1.000e-02, eta: 1 day, 12:09:26, time: 0.632, data_time: 0.032, memory: 7079, top1_acc: 0.3883, top5_acc: 0.6680, loss_cls: 2.6344, loss: 2.6344, grad_norm: 5.8165 2020-07-25 04:42:34,718 - mmaction - INFO - Epoch [2][3380/3757] lr: 1.000e-02, eta: 1 day, 12:08:23, time: 0.624, data_time: 0.010, memory: 7079, top1_acc: 0.4305, top5_acc: 0.7039, loss_cls: 2.4615, loss: 2.4615, grad_norm: 5.5619 2020-07-25 04:42:48,099 - mmaction - INFO - Epoch [2][3400/3757] lr: 1.000e-02, eta: 1 day, 12:07:39, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.5435, loss: 2.5435, grad_norm: 5.5714 2020-07-25 04:43:00,389 - mmaction - INFO - Epoch [2][3420/3757] lr: 1.000e-02, eta: 1 day, 12:06:35, time: 0.622, data_time: 0.010, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6953, loss_cls: 2.5015, loss: 2.5015, grad_norm: 5.6671 2020-07-25 04:43:14,282 - mmaction - INFO - Epoch [2][3440/3757] lr: 1.000e-02, eta: 1 day, 12:06:08, time: 0.695, data_time: 0.009, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6719, loss_cls: 2.6521, loss: 2.6521, grad_norm: 5.8441 2020-07-25 04:43:27,069 - mmaction - INFO - Epoch [2][3460/3757] lr: 1.000e-02, eta: 1 day, 12:05:14, time: 0.639, data_time: 0.003, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6773, loss_cls: 2.5975, loss: 2.5975, grad_norm: 5.7172 2020-07-25 04:43:39,576 - mmaction - INFO - Epoch [2][3480/3757] lr: 1.000e-02, eta: 1 day, 12:04:13, time: 0.626, data_time: 0.010, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.4942, loss: 2.4942, grad_norm: 5.3861 2020-07-25 04:43:52,914 - mmaction - INFO - Epoch [2][3500/3757] lr: 1.000e-02, eta: 1 day, 12:03:32, time: 0.666, data_time: 0.071, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6836, loss_cls: 2.5714, loss: 2.5714, grad_norm: 5.6996 2020-07-25 04:44:05,248 - mmaction - INFO - Epoch [2][3520/3757] lr: 1.000e-02, eta: 1 day, 12:02:27, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.4211, top5_acc: 0.6836, loss_cls: 2.4914, loss: 2.4914, grad_norm: 5.6277 2020-07-25 04:44:18,672 - mmaction - INFO - Epoch [2][3540/3757] lr: 1.000e-02, eta: 1 day, 12:01:50, time: 0.672, data_time: 0.009, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6953, loss_cls: 2.5153, loss: 2.5153, grad_norm: 5.6228 2020-07-25 04:44:31,471 - mmaction - INFO - Epoch [2][3560/3757] lr: 1.000e-02, eta: 1 day, 12:00:56, time: 0.639, data_time: 0.004, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6875, loss_cls: 2.5806, loss: 2.5806, grad_norm: 5.7066 2020-07-25 04:44:43,837 - mmaction - INFO - Epoch [2][3580/3757] lr: 1.000e-02, eta: 1 day, 11:59:52, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.4359, top5_acc: 0.7156, loss_cls: 2.4188, loss: 2.4188, grad_norm: 5.6153 2020-07-25 04:44:57,333 - mmaction - INFO - Epoch [2][3600/3757] lr: 1.000e-02, eta: 1 day, 11:59:18, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6875, loss_cls: 2.5674, loss: 2.5674, grad_norm: 5.7925 2020-07-25 04:45:10,058 - mmaction - INFO - Epoch [2][3620/3757] lr: 1.000e-02, eta: 1 day, 11:58:21, time: 0.632, data_time: 0.008, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6891, loss_cls: 2.4732, loss: 2.4732, grad_norm: 5.7427 2020-07-25 04:45:22,687 - mmaction - INFO - Epoch [2][3640/3757] lr: 1.000e-02, eta: 1 day, 11:57:26, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6789, loss_cls: 2.5245, loss: 2.5245, grad_norm: 5.5619 2020-07-25 04:45:35,311 - mmaction - INFO - Epoch [2][3660/3757] lr: 1.000e-02, eta: 1 day, 11:56:28, time: 0.627, data_time: 0.009, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6930, loss_cls: 2.4766, loss: 2.4766, grad_norm: 5.6680 2020-07-25 04:45:48,078 - mmaction - INFO - Epoch [2][3680/3757] lr: 1.000e-02, eta: 1 day, 11:55:38, time: 0.644, data_time: 0.010, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6711, loss_cls: 2.5819, loss: 2.5819, grad_norm: 5.7491 2020-07-25 04:46:00,537 - mmaction - INFO - Epoch [2][3700/3757] lr: 1.000e-02, eta: 1 day, 11:54:36, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6922, loss_cls: 2.5007, loss: 2.5007, grad_norm: 5.5675 2020-07-25 04:46:13,125 - mmaction - INFO - Epoch [2][3720/3757] lr: 1.000e-02, eta: 1 day, 11:53:42, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6773, loss_cls: 2.5509, loss: 2.5509, grad_norm: 5.4730 2020-07-25 04:46:26,255 - mmaction - INFO - Epoch [2][3740/3757] lr: 1.000e-02, eta: 1 day, 11:52:58, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6859, loss_cls: 2.4680, loss: 2.4680, grad_norm: 5.5983 2020-07-25 04:46:36,669 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-07-25 04:46:59,504 - mmaction - INFO - Epoch [3][20/3757] lr: 1.000e-02, eta: 1 day, 11:50:52, time: 1.117, data_time: 0.437, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6961, loss_cls: 2.4196, loss: 2.4196, grad_norm: 5.7337 2020-07-25 04:47:12,011 - mmaction - INFO - Epoch [3][40/3757] lr: 1.000e-02, eta: 1 day, 11:49:51, time: 0.618, data_time: 0.010, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6961, loss_cls: 2.4504, loss: 2.4504, grad_norm: 5.6039 2020-07-25 04:47:24,352 - mmaction - INFO - Epoch [3][60/3757] lr: 1.000e-02, eta: 1 day, 11:48:53, time: 0.623, data_time: 0.010, memory: 7079, top1_acc: 0.4211, top5_acc: 0.7086, loss_cls: 2.4023, loss: 2.4023, grad_norm: 5.5636 2020-07-25 04:47:36,971 - mmaction - INFO - Epoch [3][80/3757] lr: 1.000e-02, eta: 1 day, 11:47:57, time: 0.628, data_time: 0.010, memory: 7079, top1_acc: 0.4305, top5_acc: 0.7031, loss_cls: 2.4609, loss: 2.4609, grad_norm: 5.8740 2020-07-25 04:47:49,102 - mmaction - INFO - Epoch [3][100/3757] lr: 1.000e-02, eta: 1 day, 11:46:54, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6898, loss_cls: 2.5208, loss: 2.5208, grad_norm: 5.7799 2020-07-25 04:48:01,483 - mmaction - INFO - Epoch [3][120/3757] lr: 1.000e-02, eta: 1 day, 11:45:53, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.4023, top5_acc: 0.6875, loss_cls: 2.5379, loss: 2.5379, grad_norm: 5.8106 2020-07-25 04:48:13,812 - mmaction - INFO - Epoch [3][140/3757] lr: 1.000e-02, eta: 1 day, 11:44:54, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6898, loss_cls: 2.4623, loss: 2.4623, grad_norm: 5.6201 2020-07-25 04:48:26,344 - mmaction - INFO - Epoch [3][160/3757] lr: 1.000e-02, eta: 1 day, 11:43:57, time: 0.623, data_time: 0.003, memory: 7079, top1_acc: 0.4266, top5_acc: 0.6633, loss_cls: 2.5459, loss: 2.5459, grad_norm: 5.6088 2020-07-25 04:48:38,522 - mmaction - INFO - Epoch [3][180/3757] lr: 1.000e-02, eta: 1 day, 11:42:55, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7023, loss_cls: 2.3572, loss: 2.3572, grad_norm: 5.6245 2020-07-25 04:48:50,744 - mmaction - INFO - Epoch [3][200/3757] lr: 1.000e-02, eta: 1 day, 11:41:51, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.4328, top5_acc: 0.7125, loss_cls: 2.4087, loss: 2.4087, grad_norm: 5.6717 2020-07-25 04:49:03,058 - mmaction - INFO - Epoch [3][220/3757] lr: 1.000e-02, eta: 1 day, 11:40:53, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6766, loss_cls: 2.5325, loss: 2.5325, grad_norm: 5.8010 2020-07-25 04:49:15,524 - mmaction - INFO - Epoch [3][240/3757] lr: 1.000e-02, eta: 1 day, 11:39:54, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7109, loss_cls: 2.3766, loss: 2.3766, grad_norm: 5.4522 2020-07-25 04:49:28,424 - mmaction - INFO - Epoch [3][260/3757] lr: 1.000e-02, eta: 1 day, 11:39:11, time: 0.651, data_time: 0.017, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4175, loss: 2.4175, grad_norm: 5.7045 2020-07-25 04:49:41,039 - mmaction - INFO - Epoch [3][280/3757] lr: 1.000e-02, eta: 1 day, 11:38:18, time: 0.629, data_time: 0.008, memory: 7079, top1_acc: 0.4398, top5_acc: 0.7164, loss_cls: 2.3081, loss: 2.3081, grad_norm: 5.7258 2020-07-25 04:49:53,647 - mmaction - INFO - Epoch [3][300/3757] lr: 1.000e-02, eta: 1 day, 11:37:24, time: 0.624, data_time: 0.009, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7063, loss_cls: 2.4056, loss: 2.4056, grad_norm: 5.8525 2020-07-25 04:50:05,808 - mmaction - INFO - Epoch [3][320/3757] lr: 1.000e-02, eta: 1 day, 11:36:24, time: 0.614, data_time: 0.010, memory: 7079, top1_acc: 0.4445, top5_acc: 0.7031, loss_cls: 2.3910, loss: 2.3910, grad_norm: 5.5449 2020-07-25 04:50:18,321 - mmaction - INFO - Epoch [3][340/3757] lr: 1.000e-02, eta: 1 day, 11:35:31, time: 0.627, data_time: 0.010, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6742, loss_cls: 2.4964, loss: 2.4964, grad_norm: 5.7936 2020-07-25 04:50:31,392 - mmaction - INFO - Epoch [3][360/3757] lr: 1.000e-02, eta: 1 day, 11:34:49, time: 0.653, data_time: 0.003, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6836, loss_cls: 2.4780, loss: 2.4780, grad_norm: 5.8174 2020-07-25 04:50:44,034 - mmaction - INFO - Epoch [3][380/3757] lr: 1.000e-02, eta: 1 day, 11:33:55, time: 0.625, data_time: 0.008, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6914, loss_cls: 2.4478, loss: 2.4478, grad_norm: 5.5839 2020-07-25 04:50:56,347 - mmaction - INFO - Epoch [3][400/3757] lr: 1.000e-02, eta: 1 day, 11:33:01, time: 0.624, data_time: 0.011, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6797, loss_cls: 2.4951, loss: 2.4951, grad_norm: 5.7054 2020-07-25 04:51:08,685 - mmaction - INFO - Epoch [3][420/3757] lr: 1.000e-02, eta: 1 day, 11:32:03, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6742, loss_cls: 2.4954, loss: 2.4954, grad_norm: 5.6353 2020-07-25 04:51:20,889 - mmaction - INFO - Epoch [3][440/3757] lr: 1.000e-02, eta: 1 day, 11:31:05, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.4219, top5_acc: 0.7031, loss_cls: 2.4630, loss: 2.4630, grad_norm: 5.9657 2020-07-25 04:51:33,586 - mmaction - INFO - Epoch [3][460/3757] lr: 1.000e-02, eta: 1 day, 11:30:12, time: 0.626, data_time: 0.008, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7203, loss_cls: 2.4165, loss: 2.4165, grad_norm: 5.7301 2020-07-25 04:51:45,895 - mmaction - INFO - Epoch [3][480/3757] lr: 1.000e-02, eta: 1 day, 11:29:19, time: 0.624, data_time: 0.011, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6906, loss_cls: 2.5009, loss: 2.5009, grad_norm: 5.7955 2020-07-25 04:51:58,627 - mmaction - INFO - Epoch [3][500/3757] lr: 1.000e-02, eta: 1 day, 11:28:29, time: 0.630, data_time: 0.008, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6805, loss_cls: 2.5011, loss: 2.5011, grad_norm: 5.7974 2020-07-25 04:52:10,885 - mmaction - INFO - Epoch [3][520/3757] lr: 1.000e-02, eta: 1 day, 11:27:34, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.4359, top5_acc: 0.7047, loss_cls: 2.4158, loss: 2.4158, grad_norm: 5.4286 2020-07-25 04:52:23,356 - mmaction - INFO - Epoch [3][540/3757] lr: 1.000e-02, eta: 1 day, 11:26:38, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6852, loss_cls: 2.4524, loss: 2.4524, grad_norm: 5.5127 2020-07-25 04:52:35,650 - mmaction - INFO - Epoch [3][560/3757] lr: 1.000e-02, eta: 1 day, 11:25:45, time: 0.623, data_time: 0.011, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7094, loss_cls: 2.3743, loss: 2.3743, grad_norm: 5.4200 2020-07-25 04:52:47,974 - mmaction - INFO - Epoch [3][580/3757] lr: 1.000e-02, eta: 1 day, 11:24:47, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.4320, top5_acc: 0.7016, loss_cls: 2.4324, loss: 2.4324, grad_norm: 5.4757 2020-07-25 04:53:00,272 - mmaction - INFO - Epoch [3][600/3757] lr: 1.000e-02, eta: 1 day, 11:23:53, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4344, top5_acc: 0.7055, loss_cls: 2.5025, loss: 2.5025, grad_norm: 5.6233 2020-07-25 04:53:12,700 - mmaction - INFO - Epoch [3][620/3757] lr: 1.000e-02, eta: 1 day, 11:23:00, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6977, loss_cls: 2.4720, loss: 2.4720, grad_norm: 5.5547 2020-07-25 04:53:25,042 - mmaction - INFO - Epoch [3][640/3757] lr: 1.000e-02, eta: 1 day, 11:22:06, time: 0.617, data_time: 0.002, memory: 7079, top1_acc: 0.4250, top5_acc: 0.6984, loss_cls: 2.4312, loss: 2.4312, grad_norm: 5.6824 2020-07-25 04:53:37,578 - mmaction - INFO - Epoch [3][660/3757] lr: 1.000e-02, eta: 1 day, 11:21:14, time: 0.623, data_time: 0.008, memory: 7079, top1_acc: 0.4305, top5_acc: 0.7094, loss_cls: 2.4108, loss: 2.4108, grad_norm: 5.7268 2020-07-25 04:53:49,881 - mmaction - INFO - Epoch [3][680/3757] lr: 1.000e-02, eta: 1 day, 11:20:21, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7125, loss_cls: 2.3760, loss: 2.3760, grad_norm: 5.6077 2020-07-25 04:54:02,685 - mmaction - INFO - Epoch [3][700/3757] lr: 1.000e-02, eta: 1 day, 11:19:32, time: 0.630, data_time: 0.009, memory: 7079, top1_acc: 0.4211, top5_acc: 0.6695, loss_cls: 2.5164, loss: 2.5164, grad_norm: 5.7364 2020-07-25 04:54:14,996 - mmaction - INFO - Epoch [3][720/3757] lr: 1.000e-02, eta: 1 day, 11:18:42, time: 0.625, data_time: 0.013, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 2.4161, loss: 2.4161, grad_norm: 5.7533 2020-07-25 04:54:27,526 - mmaction - INFO - Epoch [3][740/3757] lr: 1.000e-02, eta: 1 day, 11:17:52, time: 0.624, data_time: 0.010, memory: 7079, top1_acc: 0.4273, top5_acc: 0.7203, loss_cls: 2.4199, loss: 2.4199, grad_norm: 6.0207 2020-07-25 04:54:39,808 - mmaction - INFO - Epoch [3][760/3757] lr: 1.000e-02, eta: 1 day, 11:16:58, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7211, loss_cls: 2.3860, loss: 2.3860, grad_norm: 5.6898 2020-07-25 04:54:52,433 - mmaction - INFO - Epoch [3][780/3757] lr: 1.000e-02, eta: 1 day, 11:16:07, time: 0.623, data_time: 0.009, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7016, loss_cls: 2.3915, loss: 2.3915, grad_norm: 5.5424 2020-07-25 04:55:04,621 - mmaction - INFO - Epoch [3][800/3757] lr: 1.000e-02, eta: 1 day, 11:15:15, time: 0.619, data_time: 0.011, memory: 7079, top1_acc: 0.4359, top5_acc: 0.7008, loss_cls: 2.4873, loss: 2.4873, grad_norm: 5.5120 2020-07-25 04:55:17,006 - mmaction - INFO - Epoch [3][820/3757] lr: 1.000e-02, eta: 1 day, 11:14:20, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6992, loss_cls: 2.4509, loss: 2.4509, grad_norm: 5.5619 2020-07-25 04:55:29,363 - mmaction - INFO - Epoch [3][840/3757] lr: 1.000e-02, eta: 1 day, 11:13:30, time: 0.623, data_time: 0.010, memory: 7079, top1_acc: 0.4313, top5_acc: 0.6914, loss_cls: 2.4754, loss: 2.4754, grad_norm: 5.7150 2020-07-25 04:55:41,756 - mmaction - INFO - Epoch [3][860/3757] lr: 1.000e-02, eta: 1 day, 11:12:37, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.4422, top5_acc: 0.7016, loss_cls: 2.4426, loss: 2.4426, grad_norm: 5.6258 2020-07-25 04:55:54,197 - mmaction - INFO - Epoch [3][880/3757] lr: 1.000e-02, eta: 1 day, 11:11:49, time: 0.626, data_time: 0.010, memory: 7079, top1_acc: 0.4336, top5_acc: 0.7063, loss_cls: 2.4214, loss: 2.4214, grad_norm: 5.7429 2020-07-25 04:56:06,688 - mmaction - INFO - Epoch [3][900/3757] lr: 1.000e-02, eta: 1 day, 11:11:00, time: 0.624, data_time: 0.009, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6789, loss_cls: 2.5412, loss: 2.5412, grad_norm: 5.6977 2020-07-25 04:56:18,924 - mmaction - INFO - Epoch [3][920/3757] lr: 1.000e-02, eta: 1 day, 11:10:06, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.4352, top5_acc: 0.7023, loss_cls: 2.4001, loss: 2.4001, grad_norm: 5.5463 2020-07-25 04:56:31,495 - mmaction - INFO - Epoch [3][940/3757] lr: 1.000e-02, eta: 1 day, 11:09:18, time: 0.627, data_time: 0.008, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7180, loss_cls: 2.3977, loss: 2.3977, grad_norm: 5.7165 2020-07-25 04:56:43,575 - mmaction - INFO - Epoch [3][960/3757] lr: 1.000e-02, eta: 1 day, 11:08:22, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.3662, loss: 2.3662, grad_norm: 5.7050 2020-07-25 04:56:56,068 - mmaction - INFO - Epoch [3][980/3757] lr: 1.000e-02, eta: 1 day, 11:07:30, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6875, loss_cls: 2.4820, loss: 2.4820, grad_norm: 5.6517 2020-07-25 04:57:08,286 - mmaction - INFO - Epoch [3][1000/3757] lr: 1.000e-02, eta: 1 day, 11:06:40, time: 0.620, data_time: 0.011, memory: 7079, top1_acc: 0.4328, top5_acc: 0.7117, loss_cls: 2.3539, loss: 2.3539, grad_norm: 5.7375 2020-07-25 04:57:20,680 - mmaction - INFO - Epoch [3][1020/3757] lr: 1.000e-02, eta: 1 day, 11:05:48, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4453, top5_acc: 0.6820, loss_cls: 2.4517, loss: 2.4517, grad_norm: 5.5996 2020-07-25 04:57:33,093 - mmaction - INFO - Epoch [3][1040/3757] lr: 1.000e-02, eta: 1 day, 11:05:01, time: 0.624, data_time: 0.009, memory: 7079, top1_acc: 0.4258, top5_acc: 0.7141, loss_cls: 2.4328, loss: 2.4328, grad_norm: 5.7655 2020-07-25 04:57:45,705 - mmaction - INFO - Epoch [3][1060/3757] lr: 1.000e-02, eta: 1 day, 11:04:13, time: 0.624, data_time: 0.010, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6984, loss_cls: 2.4005, loss: 2.4005, grad_norm: 5.6504 2020-07-25 04:57:58,043 - mmaction - INFO - Epoch [3][1080/3757] lr: 1.000e-02, eta: 1 day, 11:03:25, time: 0.624, data_time: 0.009, memory: 7079, top1_acc: 0.4367, top5_acc: 0.7094, loss_cls: 2.4142, loss: 2.4142, grad_norm: 5.6675 2020-07-25 04:58:10,604 - mmaction - INFO - Epoch [3][1100/3757] lr: 1.000e-02, eta: 1 day, 11:02:36, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6969, loss_cls: 2.4078, loss: 2.4078, grad_norm: 5.6185 2020-07-25 04:58:22,948 - mmaction - INFO - Epoch [3][1120/3757] lr: 1.000e-02, eta: 1 day, 11:01:49, time: 0.625, data_time: 0.011, memory: 7079, top1_acc: 0.4148, top5_acc: 0.6977, loss_cls: 2.5230, loss: 2.5230, grad_norm: 5.7084 2020-07-25 04:58:35,333 - mmaction - INFO - Epoch [3][1140/3757] lr: 1.000e-02, eta: 1 day, 11:00:59, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7094, loss_cls: 2.3476, loss: 2.3476, grad_norm: 5.6531 2020-07-25 04:58:47,874 - mmaction - INFO - Epoch [3][1160/3757] lr: 1.000e-02, eta: 1 day, 11:00:15, time: 0.631, data_time: 0.010, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7289, loss_cls: 2.2968, loss: 2.2968, grad_norm: 5.6150 2020-07-25 04:59:00,405 - mmaction - INFO - Epoch [3][1180/3757] lr: 1.000e-02, eta: 1 day, 10:59:28, time: 0.625, data_time: 0.008, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6992, loss_cls: 2.4205, loss: 2.4205, grad_norm: 5.7609 2020-07-25 04:59:12,791 - mmaction - INFO - Epoch [3][1200/3757] lr: 1.000e-02, eta: 1 day, 10:58:40, time: 0.620, data_time: 0.004, memory: 7079, top1_acc: 0.4281, top5_acc: 0.7039, loss_cls: 2.4473, loss: 2.4473, grad_norm: 5.6409 2020-07-25 04:59:27,119 - mmaction - INFO - Epoch [3][1220/3757] lr: 1.000e-02, eta: 1 day, 10:57:50, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6703, loss_cls: 2.5687, loss: 2.5687, grad_norm: 5.6336 2020-07-25 04:59:39,764 - mmaction - INFO - Epoch [3][1240/3757] lr: 1.000e-02, eta: 1 day, 10:57:49, time: 0.734, data_time: 0.123, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7094, loss_cls: 2.3540, loss: 2.3540, grad_norm: 5.5428 2020-07-25 04:59:52,124 - mmaction - INFO - Epoch [3][1260/3757] lr: 1.000e-02, eta: 1 day, 10:56:59, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7008, loss_cls: 2.3050, loss: 2.3050, grad_norm: 5.5039 2020-07-25 05:00:05,220 - mmaction - INFO - Epoch [3][1280/3757] lr: 1.000e-02, eta: 1 day, 10:56:25, time: 0.653, data_time: 0.009, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6914, loss_cls: 2.4691, loss: 2.4691, grad_norm: 5.7012 2020-07-25 05:00:17,703 - mmaction - INFO - Epoch [3][1300/3757] lr: 1.000e-02, eta: 1 day, 10:55:41, time: 0.628, data_time: 0.009, memory: 7079, top1_acc: 0.4352, top5_acc: 0.7039, loss_cls: 2.4453, loss: 2.4453, grad_norm: 5.7114 2020-07-25 05:00:33,762 - mmaction - INFO - Epoch [3][1320/3757] lr: 1.000e-02, eta: 1 day, 10:56:07, time: 0.802, data_time: 0.009, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7023, loss_cls: 2.3906, loss: 2.3906, grad_norm: 5.5761 2020-07-25 05:00:46,089 - mmaction - INFO - Epoch [3][1340/3757] lr: 1.000e-02, eta: 1 day, 10:55:18, time: 0.617, data_time: 0.013, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6891, loss_cls: 2.4361, loss: 2.4361, grad_norm: 5.6714 2020-07-25 05:00:58,264 - mmaction - INFO - Epoch [3][1360/3757] lr: 1.000e-02, eta: 1 day, 10:54:26, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6844, loss_cls: 2.5421, loss: 2.5421, grad_norm: 5.8777 2020-07-25 05:01:10,835 - mmaction - INFO - Epoch [3][1380/3757] lr: 1.000e-02, eta: 1 day, 10:53:43, time: 0.629, data_time: 0.010, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7063, loss_cls: 2.4014, loss: 2.4014, grad_norm: 5.6177 2020-07-25 05:01:23,252 - mmaction - INFO - Epoch [3][1400/3757] lr: 1.000e-02, eta: 1 day, 10:52:56, time: 0.621, data_time: 0.003, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7148, loss_cls: 2.3726, loss: 2.3726, grad_norm: 5.7560 2020-07-25 05:01:35,617 - mmaction - INFO - Epoch [3][1420/3757] lr: 1.000e-02, eta: 1 day, 10:52:08, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7273, loss_cls: 2.3876, loss: 2.3876, grad_norm: 5.4943 2020-07-25 05:01:47,873 - mmaction - INFO - Epoch [3][1440/3757] lr: 1.000e-02, eta: 1 day, 10:51:19, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7023, loss_cls: 2.3637, loss: 2.3637, grad_norm: 5.6795 2020-07-25 05:02:00,381 - mmaction - INFO - Epoch [3][1460/3757] lr: 1.000e-02, eta: 1 day, 10:50:34, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7063, loss_cls: 2.4480, loss: 2.4480, grad_norm: 5.8421 2020-07-25 05:02:12,549 - mmaction - INFO - Epoch [3][1480/3757] lr: 1.000e-02, eta: 1 day, 10:49:44, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.4500, top5_acc: 0.6984, loss_cls: 2.3978, loss: 2.3978, grad_norm: 5.8620 2020-07-25 05:02:24,958 - mmaction - INFO - Epoch [3][1500/3757] lr: 1.000e-02, eta: 1 day, 10:48:58, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4297, top5_acc: 0.7031, loss_cls: 2.5204, loss: 2.5204, grad_norm: 5.7219 2020-07-25 05:02:37,415 - mmaction - INFO - Epoch [3][1520/3757] lr: 1.000e-02, eta: 1 day, 10:48:12, time: 0.621, data_time: 0.009, memory: 7079, top1_acc: 0.4289, top5_acc: 0.7000, loss_cls: 2.4279, loss: 2.4279, grad_norm: 5.5895 2020-07-25 05:02:49,688 - mmaction - INFO - Epoch [3][1540/3757] lr: 1.000e-02, eta: 1 day, 10:47:25, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.4344, top5_acc: 0.7047, loss_cls: 2.4057, loss: 2.4057, grad_norm: 5.6535 2020-07-25 05:03:02,258 - mmaction - INFO - Epoch [3][1560/3757] lr: 1.000e-02, eta: 1 day, 10:46:39, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7211, loss_cls: 2.3619, loss: 2.3619, grad_norm: 5.4496 2020-07-25 05:03:14,762 - mmaction - INFO - Epoch [3][1580/3757] lr: 1.000e-02, eta: 1 day, 10:45:59, time: 0.634, data_time: 0.011, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7273, loss_cls: 2.3067, loss: 2.3067, grad_norm: 5.4391 2020-07-25 05:03:27,281 - mmaction - INFO - Epoch [3][1600/3757] lr: 1.000e-02, eta: 1 day, 10:45:15, time: 0.624, data_time: 0.008, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.3105, loss: 2.3105, grad_norm: 5.4724 2020-07-25 05:03:39,470 - mmaction - INFO - Epoch [3][1620/3757] lr: 1.000e-02, eta: 1 day, 10:44:26, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7063, loss_cls: 2.4057, loss: 2.4057, grad_norm: 5.4248 2020-07-25 05:03:52,157 - mmaction - INFO - Epoch [3][1640/3757] lr: 1.000e-02, eta: 1 day, 10:43:45, time: 0.630, data_time: 0.008, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6930, loss_cls: 2.4864, loss: 2.4864, grad_norm: 5.6968 2020-07-25 05:04:04,493 - mmaction - INFO - Epoch [3][1660/3757] lr: 1.000e-02, eta: 1 day, 10:43:01, time: 0.623, data_time: 0.009, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7211, loss_cls: 2.3838, loss: 2.3838, grad_norm: 5.6843 2020-07-25 05:04:17,089 - mmaction - INFO - Epoch [3][1680/3757] lr: 1.000e-02, eta: 1 day, 10:42:17, time: 0.623, data_time: 0.008, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7016, loss_cls: 2.3965, loss: 2.3965, grad_norm: 5.5899 2020-07-25 05:04:29,440 - mmaction - INFO - Epoch [3][1700/3757] lr: 1.000e-02, eta: 1 day, 10:41:33, time: 0.623, data_time: 0.009, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7156, loss_cls: 2.3321, loss: 2.3321, grad_norm: 5.4687 2020-07-25 05:04:42,020 - mmaction - INFO - Epoch [3][1720/3757] lr: 1.000e-02, eta: 1 day, 10:40:50, time: 0.622, data_time: 0.009, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.3675, loss: 2.3675, grad_norm: 5.2994 2020-07-25 05:04:54,294 - mmaction - INFO - Epoch [3][1740/3757] lr: 1.000e-02, eta: 1 day, 10:40:06, time: 0.622, data_time: 0.011, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7180, loss_cls: 2.3328, loss: 2.3328, grad_norm: 5.5919 2020-07-25 05:05:06,636 - mmaction - INFO - Epoch [3][1760/3757] lr: 1.000e-02, eta: 1 day, 10:39:18, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.2819, loss: 2.2819, grad_norm: 5.2142 2020-07-25 05:05:18,993 - mmaction - INFO - Epoch [3][1780/3757] lr: 1.000e-02, eta: 1 day, 10:38:35, time: 0.624, data_time: 0.009, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.3647, loss: 2.3647, grad_norm: 5.5593 2020-07-25 05:05:31,407 - mmaction - INFO - Epoch [3][1800/3757] lr: 1.000e-02, eta: 1 day, 10:37:51, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7047, loss_cls: 2.3537, loss: 2.3537, grad_norm: 5.6711 2020-07-25 05:05:43,734 - mmaction - INFO - Epoch [3][1820/3757] lr: 1.000e-02, eta: 1 day, 10:37:06, time: 0.618, data_time: 0.004, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7203, loss_cls: 2.3390, loss: 2.3390, grad_norm: 5.6021 2020-07-25 05:05:56,200 - mmaction - INFO - Epoch [3][1840/3757] lr: 1.000e-02, eta: 1 day, 10:36:23, time: 0.622, data_time: 0.006, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7070, loss_cls: 2.3907, loss: 2.3907, grad_norm: 5.5726 2020-07-25 05:06:08,363 - mmaction - INFO - Epoch [3][1860/3757] lr: 1.000e-02, eta: 1 day, 10:35:35, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7117, loss_cls: 2.3945, loss: 2.3945, grad_norm: 5.5485 2020-07-25 05:06:20,773 - mmaction - INFO - Epoch [3][1880/3757] lr: 1.000e-02, eta: 1 day, 10:34:50, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4367, top5_acc: 0.7008, loss_cls: 2.3848, loss: 2.3848, grad_norm: 5.7414 2020-07-25 05:06:33,119 - mmaction - INFO - Epoch [3][1900/3757] lr: 1.000e-02, eta: 1 day, 10:34:08, time: 0.624, data_time: 0.008, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7367, loss_cls: 2.3015, loss: 2.3015, grad_norm: 5.6452 2020-07-25 05:06:45,516 - mmaction - INFO - Epoch [3][1920/3757] lr: 1.000e-02, eta: 1 day, 10:33:23, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.4352, top5_acc: 0.7203, loss_cls: 2.3865, loss: 2.3865, grad_norm: 5.7545 2020-07-25 05:06:57,791 - mmaction - INFO - Epoch [3][1940/3757] lr: 1.000e-02, eta: 1 day, 10:32:38, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7094, loss_cls: 2.3896, loss: 2.3896, grad_norm: 5.5111 2020-07-25 05:07:10,507 - mmaction - INFO - Epoch [3][1960/3757] lr: 1.000e-02, eta: 1 day, 10:32:00, time: 0.634, data_time: 0.011, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7125, loss_cls: 2.3862, loss: 2.3862, grad_norm: 5.6097 2020-07-25 05:07:22,639 - mmaction - INFO - Epoch [3][1980/3757] lr: 1.000e-02, eta: 1 day, 10:31:14, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.4148, top5_acc: 0.7000, loss_cls: 2.5014, loss: 2.5014, grad_norm: 5.6026 2020-07-25 05:07:35,187 - mmaction - INFO - Epoch [3][2000/3757] lr: 1.000e-02, eta: 1 day, 10:30:34, time: 0.627, data_time: 0.009, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.4135, loss: 2.4135, grad_norm: 5.6989 2020-07-25 05:07:47,507 - mmaction - INFO - Epoch [3][2020/3757] lr: 1.000e-02, eta: 1 day, 10:29:50, time: 0.617, data_time: 0.004, memory: 7079, top1_acc: 0.4352, top5_acc: 0.7094, loss_cls: 2.4077, loss: 2.4077, grad_norm: 5.7838 2020-07-25 05:08:00,103 - mmaction - INFO - Epoch [3][2040/3757] lr: 1.000e-02, eta: 1 day, 10:29:11, time: 0.630, data_time: 0.008, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7008, loss_cls: 2.3857, loss: 2.3857, grad_norm: 5.5543 2020-07-25 05:08:12,476 - mmaction - INFO - Epoch [3][2060/3757] lr: 1.000e-02, eta: 1 day, 10:28:28, time: 0.618, data_time: 0.002, memory: 7079, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.4006, loss: 2.4006, grad_norm: 5.6725 2020-07-25 05:08:24,917 - mmaction - INFO - Epoch [3][2080/3757] lr: 1.000e-02, eta: 1 day, 10:27:47, time: 0.623, data_time: 0.009, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3865, loss: 2.3865, grad_norm: 5.5896 2020-07-25 05:08:37,261 - mmaction - INFO - Epoch [3][2100/3757] lr: 1.000e-02, eta: 1 day, 10:27:04, time: 0.618, data_time: 0.003, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7133, loss_cls: 2.3546, loss: 2.3546, grad_norm: 5.5631 2020-07-25 05:08:49,790 - mmaction - INFO - Epoch [3][2120/3757] lr: 1.000e-02, eta: 1 day, 10:26:22, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7055, loss_cls: 2.4171, loss: 2.4171, grad_norm: 5.6804 2020-07-25 05:09:02,121 - mmaction - INFO - Epoch [3][2140/3757] lr: 1.000e-02, eta: 1 day, 10:25:40, time: 0.620, data_time: 0.010, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7250, loss_cls: 2.3390, loss: 2.3390, grad_norm: 5.5368 2020-07-25 05:09:14,602 - mmaction - INFO - Epoch [3][2160/3757] lr: 1.000e-02, eta: 1 day, 10:24:59, time: 0.621, data_time: 0.010, memory: 7079, top1_acc: 0.4359, top5_acc: 0.7047, loss_cls: 2.4772, loss: 2.4772, grad_norm: 5.7167 2020-07-25 05:09:26,860 - mmaction - INFO - Epoch [3][2180/3757] lr: 1.000e-02, eta: 1 day, 10:24:17, time: 0.618, data_time: 0.010, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6930, loss_cls: 2.4828, loss: 2.4828, grad_norm: 5.4384 2020-07-25 05:09:39,475 - mmaction - INFO - Epoch [3][2200/3757] lr: 1.000e-02, eta: 1 day, 10:23:38, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6992, loss_cls: 2.4149, loss: 2.4149, grad_norm: 5.3945 2020-07-25 05:09:51,829 - mmaction - INFO - Epoch [3][2220/3757] lr: 1.000e-02, eta: 1 day, 10:22:57, time: 0.619, data_time: 0.004, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6992, loss_cls: 2.4439, loss: 2.4439, grad_norm: 5.4748 2020-07-25 05:10:04,372 - mmaction - INFO - Epoch [3][2240/3757] lr: 1.000e-02, eta: 1 day, 10:22:18, time: 0.627, data_time: 0.008, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7117, loss_cls: 2.3609, loss: 2.3609, grad_norm: 5.5367 2020-07-25 05:10:16,610 - mmaction - INFO - Epoch [3][2260/3757] lr: 1.000e-02, eta: 1 day, 10:21:34, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.4453, top5_acc: 0.6914, loss_cls: 2.4922, loss: 2.4922, grad_norm: 5.4868 2020-07-25 05:10:28,984 - mmaction - INFO - Epoch [3][2280/3757] lr: 1.000e-02, eta: 1 day, 10:20:50, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7086, loss_cls: 2.4015, loss: 2.4015, grad_norm: 5.5751 2020-07-25 05:10:41,356 - mmaction - INFO - Epoch [3][2300/3757] lr: 1.000e-02, eta: 1 day, 10:20:11, time: 0.626, data_time: 0.010, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7344, loss_cls: 2.3158, loss: 2.3158, grad_norm: 5.4313 2020-07-25 05:10:53,747 - mmaction - INFO - Epoch [3][2320/3757] lr: 1.000e-02, eta: 1 day, 10:19:30, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7188, loss_cls: 2.3268, loss: 2.3268, grad_norm: 5.6582 2020-07-25 05:11:06,323 - mmaction - INFO - Epoch [3][2340/3757] lr: 1.000e-02, eta: 1 day, 10:18:52, time: 0.628, data_time: 0.008, memory: 7079, top1_acc: 0.4445, top5_acc: 0.7203, loss_cls: 2.3468, loss: 2.3468, grad_norm: 5.6743 2020-07-25 05:11:18,502 - mmaction - INFO - Epoch [3][2360/3757] lr: 1.000e-02, eta: 1 day, 10:18:08, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7070, loss_cls: 2.3950, loss: 2.3950, grad_norm: 5.4691 2020-07-25 05:11:30,859 - mmaction - INFO - Epoch [3][2380/3757] lr: 1.000e-02, eta: 1 day, 10:17:26, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.4352, top5_acc: 0.7078, loss_cls: 2.4166, loss: 2.4166, grad_norm: 5.5672 2020-07-25 05:11:43,231 - mmaction - INFO - Epoch [3][2400/3757] lr: 1.000e-02, eta: 1 day, 10:16:46, time: 0.621, data_time: 0.005, memory: 7079, top1_acc: 0.4336, top5_acc: 0.7117, loss_cls: 2.3645, loss: 2.3645, grad_norm: 5.6364 2020-07-25 05:11:55,780 - mmaction - INFO - Epoch [3][2420/3757] lr: 1.000e-02, eta: 1 day, 10:16:07, time: 0.625, data_time: 0.009, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6984, loss_cls: 2.4073, loss: 2.4073, grad_norm: 5.6535 2020-07-25 05:12:07,981 - mmaction - INFO - Epoch [3][2440/3757] lr: 1.000e-02, eta: 1 day, 10:15:25, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6922, loss_cls: 2.4642, loss: 2.4642, grad_norm: 5.7379 2020-07-25 05:12:20,331 - mmaction - INFO - Epoch [3][2460/3757] lr: 1.000e-02, eta: 1 day, 10:14:43, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7148, loss_cls: 2.3766, loss: 2.3766, grad_norm: 5.7091 2020-07-25 05:12:32,935 - mmaction - INFO - Epoch [3][2480/3757] lr: 1.000e-02, eta: 1 day, 10:14:06, time: 0.628, data_time: 0.010, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7305, loss_cls: 2.3371, loss: 2.3371, grad_norm: 5.4209 2020-07-25 05:12:45,177 - mmaction - INFO - Epoch [3][2500/3757] lr: 1.000e-02, eta: 1 day, 10:13:25, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7164, loss_cls: 2.3656, loss: 2.3656, grad_norm: 5.6111 2020-07-25 05:12:57,678 - mmaction - INFO - Epoch [3][2520/3757] lr: 1.000e-02, eta: 1 day, 10:12:45, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7281, loss_cls: 2.3215, loss: 2.3215, grad_norm: 5.4867 2020-07-25 05:13:09,876 - mmaction - INFO - Epoch [3][2540/3757] lr: 1.000e-02, eta: 1 day, 10:12:04, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7289, loss_cls: 2.2994, loss: 2.2994, grad_norm: 5.5307 2020-07-25 05:13:22,261 - mmaction - INFO - Epoch [3][2560/3757] lr: 1.000e-02, eta: 1 day, 10:11:24, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7109, loss_cls: 2.3535, loss: 2.3535, grad_norm: 5.6217 2020-07-25 05:13:35,315 - mmaction - INFO - Epoch [3][2580/3757] lr: 1.000e-02, eta: 1 day, 10:10:56, time: 0.653, data_time: 0.009, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.3662, loss: 2.3662, grad_norm: 5.5846 2020-07-25 05:13:48,114 - mmaction - INFO - Epoch [3][2600/3757] lr: 1.000e-02, eta: 1 day, 10:10:24, time: 0.640, data_time: 0.010, memory: 7079, top1_acc: 0.4586, top5_acc: 0.6945, loss_cls: 2.4204, loss: 2.4204, grad_norm: 5.4367 2020-07-25 05:14:00,455 - mmaction - INFO - Epoch [3][2620/3757] lr: 1.000e-02, eta: 1 day, 10:09:44, time: 0.618, data_time: 0.003, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7102, loss_cls: 2.3269, loss: 2.3269, grad_norm: 5.5982 2020-07-25 05:14:13,054 - mmaction - INFO - Epoch [3][2640/3757] lr: 1.000e-02, eta: 1 day, 10:09:07, time: 0.625, data_time: 0.008, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6945, loss_cls: 2.3935, loss: 2.3935, grad_norm: 5.5166 2020-07-25 05:14:25,243 - mmaction - INFO - Epoch [3][2660/3757] lr: 1.000e-02, eta: 1 day, 10:08:26, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.4398, top5_acc: 0.7070, loss_cls: 2.3971, loss: 2.3971, grad_norm: 5.4179 2020-07-25 05:14:37,853 - mmaction - INFO - Epoch [3][2680/3757] lr: 1.000e-02, eta: 1 day, 10:07:48, time: 0.624, data_time: 0.009, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.3405, loss: 2.3405, grad_norm: 5.7089 2020-07-25 05:14:50,037 - mmaction - INFO - Epoch [3][2700/3757] lr: 1.000e-02, eta: 1 day, 10:07:08, time: 0.615, data_time: 0.010, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6930, loss_cls: 2.4687, loss: 2.4687, grad_norm: 5.6324 2020-07-25 05:15:02,704 - mmaction - INFO - Epoch [3][2720/3757] lr: 1.000e-02, eta: 1 day, 10:06:34, time: 0.633, data_time: 0.010, memory: 7079, top1_acc: 0.4352, top5_acc: 0.7094, loss_cls: 2.4051, loss: 2.4051, grad_norm: 5.6686 2020-07-25 05:15:15,024 - mmaction - INFO - Epoch [3][2740/3757] lr: 1.000e-02, eta: 1 day, 10:05:54, time: 0.617, data_time: 0.003, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7211, loss_cls: 2.3414, loss: 2.3414, grad_norm: 5.4461 2020-07-25 05:15:27,393 - mmaction - INFO - Epoch [3][2760/3757] lr: 1.000e-02, eta: 1 day, 10:05:15, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.4445, top5_acc: 0.7000, loss_cls: 2.3685, loss: 2.3685, grad_norm: 5.6542 2020-07-25 05:15:39,929 - mmaction - INFO - Epoch [3][2780/3757] lr: 1.000e-02, eta: 1 day, 10:04:36, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7203, loss_cls: 2.3215, loss: 2.3215, grad_norm: 5.4365 2020-07-25 05:15:52,154 - mmaction - INFO - Epoch [3][2800/3757] lr: 1.000e-02, eta: 1 day, 10:03:58, time: 0.620, data_time: 0.012, memory: 7079, top1_acc: 0.4375, top5_acc: 0.7133, loss_cls: 2.4617, loss: 2.4617, grad_norm: 5.5313 2020-07-25 05:16:04,584 - mmaction - INFO - Epoch [3][2820/3757] lr: 1.000e-02, eta: 1 day, 10:03:20, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7008, loss_cls: 2.4163, loss: 2.4163, grad_norm: 5.5921 2020-07-25 05:16:17,126 - mmaction - INFO - Epoch [3][2840/3757] lr: 1.000e-02, eta: 1 day, 10:02:43, time: 0.623, data_time: 0.009, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7086, loss_cls: 2.3135, loss: 2.3135, grad_norm: 5.4386 2020-07-25 05:16:29,511 - mmaction - INFO - Epoch [3][2860/3757] lr: 1.000e-02, eta: 1 day, 10:02:07, time: 0.624, data_time: 0.009, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6977, loss_cls: 2.4493, loss: 2.4493, grad_norm: 5.5480 2020-07-25 05:16:42,165 - mmaction - INFO - Epoch [3][2880/3757] lr: 1.000e-02, eta: 1 day, 10:01:32, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6945, loss_cls: 2.4473, loss: 2.4473, grad_norm: 5.6475 2020-07-25 05:16:54,638 - mmaction - INFO - Epoch [3][2900/3757] lr: 1.000e-02, eta: 1 day, 10:00:56, time: 0.625, data_time: 0.005, memory: 7079, top1_acc: 0.4445, top5_acc: 0.7023, loss_cls: 2.4245, loss: 2.4245, grad_norm: 5.5248 2020-07-25 05:17:06,866 - mmaction - INFO - Epoch [3][2920/3757] lr: 1.000e-02, eta: 1 day, 10:00:16, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.3701, loss: 2.3701, grad_norm: 5.3959 2020-07-25 05:17:19,315 - mmaction - INFO - Epoch [3][2940/3757] lr: 1.000e-02, eta: 1 day, 9:59:37, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7117, loss_cls: 2.3759, loss: 2.3759, grad_norm: 5.5071 2020-07-25 05:17:31,632 - mmaction - INFO - Epoch [3][2960/3757] lr: 1.000e-02, eta: 1 day, 9:59:00, time: 0.622, data_time: 0.009, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7078, loss_cls: 2.3709, loss: 2.3709, grad_norm: 5.6972 2020-07-25 05:17:43,948 - mmaction - INFO - Epoch [3][2980/3757] lr: 1.000e-02, eta: 1 day, 9:58:21, time: 0.615, data_time: 0.003, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7148, loss_cls: 2.3996, loss: 2.3996, grad_norm: 5.5645 2020-07-25 05:17:56,296 - mmaction - INFO - Epoch [3][3000/3757] lr: 1.000e-02, eta: 1 day, 9:57:42, time: 0.615, data_time: 0.002, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7086, loss_cls: 2.3197, loss: 2.3197, grad_norm: 5.4207 2020-07-25 05:18:08,659 - mmaction - INFO - Epoch [3][3020/3757] lr: 1.000e-02, eta: 1 day, 9:57:05, time: 0.621, data_time: 0.009, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7086, loss_cls: 2.3935, loss: 2.3935, grad_norm: 5.4768 2020-07-25 05:18:21,074 - mmaction - INFO - Epoch [3][3040/3757] lr: 1.000e-02, eta: 1 day, 9:56:28, time: 0.619, data_time: 0.010, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7180, loss_cls: 2.3278, loss: 2.3278, grad_norm: 5.4705 2020-07-25 05:18:33,400 - mmaction - INFO - Epoch [3][3060/3757] lr: 1.000e-02, eta: 1 day, 9:55:51, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7195, loss_cls: 2.2636, loss: 2.2636, grad_norm: 5.3169 2020-07-25 05:18:45,822 - mmaction - INFO - Epoch [3][3080/3757] lr: 1.000e-02, eta: 1 day, 9:55:12, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7031, loss_cls: 2.3264, loss: 2.3264, grad_norm: 5.4161 2020-07-25 05:18:58,082 - mmaction - INFO - Epoch [3][3100/3757] lr: 1.000e-02, eta: 1 day, 9:54:35, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.2950, loss: 2.2950, grad_norm: 5.4511 2020-07-25 05:19:10,447 - mmaction - INFO - Epoch [3][3120/3757] lr: 1.000e-02, eta: 1 day, 9:53:57, time: 0.617, data_time: 0.004, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7164, loss_cls: 2.2878, loss: 2.2878, grad_norm: 5.4843 2020-07-25 05:19:22,634 - mmaction - INFO - Epoch [3][3140/3757] lr: 1.000e-02, eta: 1 day, 9:53:17, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7141, loss_cls: 2.3121, loss: 2.3121, grad_norm: 5.6751 2020-07-25 05:19:35,165 - mmaction - INFO - Epoch [3][3160/3757] lr: 1.000e-02, eta: 1 day, 9:52:40, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7023, loss_cls: 2.3782, loss: 2.3782, grad_norm: 5.5056 2020-07-25 05:19:47,392 - mmaction - INFO - Epoch [3][3180/3757] lr: 1.000e-02, eta: 1 day, 9:52:04, time: 0.618, data_time: 0.010, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3251, loss: 2.3251, grad_norm: 5.4336 2020-07-25 05:19:59,884 - mmaction - INFO - Epoch [3][3200/3757] lr: 1.000e-02, eta: 1 day, 9:51:28, time: 0.624, data_time: 0.008, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7180, loss_cls: 2.3390, loss: 2.3390, grad_norm: 5.5378 2020-07-25 05:20:12,225 - mmaction - INFO - Epoch [3][3220/3757] lr: 1.000e-02, eta: 1 day, 9:50:51, time: 0.616, data_time: 0.004, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7008, loss_cls: 2.3931, loss: 2.3931, grad_norm: 5.6416 2020-07-25 05:20:24,726 - mmaction - INFO - Epoch [3][3240/3757] lr: 1.000e-02, eta: 1 day, 9:50:16, time: 0.624, data_time: 0.010, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7141, loss_cls: 2.3633, loss: 2.3633, grad_norm: 5.4902 2020-07-25 05:20:37,211 - mmaction - INFO - Epoch [3][3260/3757] lr: 1.000e-02, eta: 1 day, 9:49:42, time: 0.626, data_time: 0.009, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7078, loss_cls: 2.3971, loss: 2.3971, grad_norm: 5.4575 2020-07-25 05:20:49,680 - mmaction - INFO - Epoch [3][3280/3757] lr: 1.000e-02, eta: 1 day, 9:49:08, time: 0.624, data_time: 0.009, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7211, loss_cls: 2.3182, loss: 2.3182, grad_norm: 5.5490 2020-07-25 05:21:01,961 - mmaction - INFO - Epoch [3][3300/3757] lr: 1.000e-02, eta: 1 day, 9:48:30, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7211, loss_cls: 2.2957, loss: 2.2957, grad_norm: 5.4751 2020-07-25 05:21:14,340 - mmaction - INFO - Epoch [3][3320/3757] lr: 1.000e-02, eta: 1 day, 9:47:53, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6992, loss_cls: 2.4223, loss: 2.4223, grad_norm: 5.7867 2020-07-25 05:21:26,530 - mmaction - INFO - Epoch [3][3340/3757] lr: 1.000e-02, eta: 1 day, 9:47:15, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7125, loss_cls: 2.3498, loss: 2.3498, grad_norm: 5.4601 2020-07-25 05:21:39,044 - mmaction - INFO - Epoch [3][3360/3757] lr: 1.000e-02, eta: 1 day, 9:46:39, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6984, loss_cls: 2.4058, loss: 2.4058, grad_norm: 5.6462 2020-07-25 05:21:51,273 - mmaction - INFO - Epoch [3][3380/3757] lr: 1.000e-02, eta: 1 day, 9:46:02, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7195, loss_cls: 2.3578, loss: 2.3578, grad_norm: 5.6235 2020-07-25 05:22:03,652 - mmaction - INFO - Epoch [3][3400/3757] lr: 1.000e-02, eta: 1 day, 9:45:24, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7148, loss_cls: 2.3568, loss: 2.3568, grad_norm: 5.5832 2020-07-25 05:22:15,833 - mmaction - INFO - Epoch [3][3420/3757] lr: 1.000e-02, eta: 1 day, 9:44:48, time: 0.616, data_time: 0.010, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7227, loss_cls: 2.3456, loss: 2.3456, grad_norm: 5.5930 2020-07-25 05:22:28,056 - mmaction - INFO - Epoch [3][3440/3757] lr: 1.000e-02, eta: 1 day, 9:44:09, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7109, loss_cls: 2.3781, loss: 2.3781, grad_norm: 5.4870 2020-07-25 05:22:40,326 - mmaction - INFO - Epoch [3][3460/3757] lr: 1.000e-02, eta: 1 day, 9:43:30, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.2159, loss: 2.2159, grad_norm: 5.4998 2020-07-25 05:22:52,548 - mmaction - INFO - Epoch [3][3480/3757] lr: 1.000e-02, eta: 1 day, 9:42:54, time: 0.619, data_time: 0.010, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.2822, loss: 2.2822, grad_norm: 5.4583 2020-07-25 05:23:04,954 - mmaction - INFO - Epoch [3][3500/3757] lr: 1.000e-02, eta: 1 day, 9:42:19, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7172, loss_cls: 2.3801, loss: 2.3801, grad_norm: 5.6142 2020-07-25 05:23:17,379 - mmaction - INFO - Epoch [3][3520/3757] lr: 1.000e-02, eta: 1 day, 9:41:44, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6977, loss_cls: 2.4091, loss: 2.4091, grad_norm: 5.6477 2020-07-25 05:23:29,750 - mmaction - INFO - Epoch [3][3540/3757] lr: 1.000e-02, eta: 1 day, 9:41:10, time: 0.622, data_time: 0.009, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7219, loss_cls: 2.3108, loss: 2.3108, grad_norm: 5.4276 2020-07-25 05:23:42,076 - mmaction - INFO - Epoch [3][3560/3757] lr: 1.000e-02, eta: 1 day, 9:40:32, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.2913, loss: 2.2913, grad_norm: 5.4680 2020-07-25 05:23:54,365 - mmaction - INFO - Epoch [3][3580/3757] lr: 1.000e-02, eta: 1 day, 9:39:57, time: 0.620, data_time: 0.009, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7180, loss_cls: 2.3148, loss: 2.3148, grad_norm: 5.4947 2020-07-25 05:24:06,821 - mmaction - INFO - Epoch [3][3600/3757] lr: 1.000e-02, eta: 1 day, 9:39:23, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7211, loss_cls: 2.2628, loss: 2.2628, grad_norm: 5.5036 2020-07-25 05:24:19,179 - mmaction - INFO - Epoch [3][3620/3757] lr: 1.000e-02, eta: 1 day, 9:38:48, time: 0.621, data_time: 0.005, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6875, loss_cls: 2.4540, loss: 2.4540, grad_norm: 5.7299 2020-07-25 05:24:31,603 - mmaction - INFO - Epoch [3][3640/3757] lr: 1.000e-02, eta: 1 day, 9:38:13, time: 0.618, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7422, loss_cls: 2.2302, loss: 2.2302, grad_norm: 5.3805 2020-07-25 05:24:43,913 - mmaction - INFO - Epoch [3][3660/3757] lr: 1.000e-02, eta: 1 day, 9:37:38, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7258, loss_cls: 2.3203, loss: 2.3203, grad_norm: 5.6148 2020-07-25 05:24:56,171 - mmaction - INFO - Epoch [3][3680/3757] lr: 1.000e-02, eta: 1 day, 9:37:01, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7063, loss_cls: 2.3867, loss: 2.3867, grad_norm: 5.5256 2020-07-25 05:25:08,537 - mmaction - INFO - Epoch [3][3700/3757] lr: 1.000e-02, eta: 1 day, 9:36:27, time: 0.621, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7289, loss_cls: 2.2836, loss: 2.2836, grad_norm: 5.1667 2020-07-25 05:25:21,131 - mmaction - INFO - Epoch [3][3720/3757] lr: 1.000e-02, eta: 1 day, 9:35:56, time: 0.629, data_time: 0.008, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7227, loss_cls: 2.3350, loss: 2.3350, grad_norm: 5.4315 2020-07-25 05:25:33,297 - mmaction - INFO - Epoch [3][3740/3757] lr: 1.000e-02, eta: 1 day, 9:35:18, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7234, loss_cls: 2.2937, loss: 2.2937, grad_norm: 5.5020 2020-07-25 05:25:43,767 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-07-25 05:26:10,690 - mmaction - INFO - Epoch [4][20/3757] lr: 1.000e-02, eta: 1 day, 9:35:08, time: 1.318, data_time: 0.686, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2915, loss: 2.2915, grad_norm: 5.6610 2020-07-25 05:26:22,972 - mmaction - INFO - Epoch [4][40/3757] lr: 1.000e-02, eta: 1 day, 9:34:33, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7008, loss_cls: 2.3331, loss: 2.3331, grad_norm: 5.3895 2020-07-25 05:26:35,452 - mmaction - INFO - Epoch [4][60/3757] lr: 1.000e-02, eta: 1 day, 9:33:58, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7250, loss_cls: 2.2745, loss: 2.2745, grad_norm: 5.5231 2020-07-25 05:26:47,626 - mmaction - INFO - Epoch [4][80/3757] lr: 1.000e-02, eta: 1 day, 9:33:23, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7289, loss_cls: 2.2959, loss: 2.2959, grad_norm: 5.5167 2020-07-25 05:27:00,002 - mmaction - INFO - Epoch [4][100/3757] lr: 1.000e-02, eta: 1 day, 9:32:47, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7219, loss_cls: 2.3060, loss: 2.3060, grad_norm: 5.5658 2020-07-25 05:27:12,210 - mmaction - INFO - Epoch [4][120/3757] lr: 1.000e-02, eta: 1 day, 9:32:12, time: 0.616, data_time: 0.010, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7211, loss_cls: 2.3262, loss: 2.3262, grad_norm: 5.4584 2020-07-25 05:27:24,523 - mmaction - INFO - Epoch [4][140/3757] lr: 1.000e-02, eta: 1 day, 9:31:37, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4555, top5_acc: 0.6984, loss_cls: 2.4276, loss: 2.4276, grad_norm: 5.5509 2020-07-25 05:27:37,027 - mmaction - INFO - Epoch [4][160/3757] lr: 1.000e-02, eta: 1 day, 9:31:03, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7398, loss_cls: 2.2401, loss: 2.2401, grad_norm: 5.4831 2020-07-25 05:27:49,318 - mmaction - INFO - Epoch [4][180/3757] lr: 1.000e-02, eta: 1 day, 9:30:30, time: 0.623, data_time: 0.012, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7219, loss_cls: 2.2966, loss: 2.2966, grad_norm: 5.6766 2020-07-25 05:28:01,671 - mmaction - INFO - Epoch [4][200/3757] lr: 1.000e-02, eta: 1 day, 9:29:54, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7492, loss_cls: 2.1210, loss: 2.1210, grad_norm: 5.3266 2020-07-25 05:28:13,922 - mmaction - INFO - Epoch [4][220/3757] lr: 1.000e-02, eta: 1 day, 9:29:21, time: 0.620, data_time: 0.011, memory: 7079, top1_acc: 0.4445, top5_acc: 0.7164, loss_cls: 2.3235, loss: 2.3235, grad_norm: 5.4903 2020-07-25 05:28:26,192 - mmaction - INFO - Epoch [4][240/3757] lr: 1.000e-02, eta: 1 day, 9:28:45, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.2414, loss: 2.2414, grad_norm: 5.6025 2020-07-25 05:28:38,480 - mmaction - INFO - Epoch [4][260/3757] lr: 1.000e-02, eta: 1 day, 9:28:11, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3421, loss: 2.3421, grad_norm: 5.5491 2020-07-25 05:28:51,029 - mmaction - INFO - Epoch [4][280/3757] lr: 1.000e-02, eta: 1 day, 9:27:40, time: 0.626, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7320, loss_cls: 2.2543, loss: 2.2543, grad_norm: 5.5598 2020-07-25 05:29:03,262 - mmaction - INFO - Epoch [4][300/3757] lr: 1.000e-02, eta: 1 day, 9:27:05, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7312, loss_cls: 2.2516, loss: 2.2516, grad_norm: 5.5305 2020-07-25 05:29:15,683 - mmaction - INFO - Epoch [4][320/3757] lr: 1.000e-02, eta: 1 day, 9:26:31, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7453, loss_cls: 2.1645, loss: 2.1645, grad_norm: 5.5059 2020-07-25 05:29:28,036 - mmaction - INFO - Epoch [4][340/3757] lr: 1.000e-02, eta: 1 day, 9:25:59, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.3199, loss: 2.3199, grad_norm: 5.6648 2020-07-25 05:29:40,566 - mmaction - INFO - Epoch [4][360/3757] lr: 1.000e-02, eta: 1 day, 9:25:27, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.2660, loss: 2.2660, grad_norm: 5.4542 2020-07-25 05:29:52,877 - mmaction - INFO - Epoch [4][380/3757] lr: 1.000e-02, eta: 1 day, 9:24:54, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7117, loss_cls: 2.2632, loss: 2.2632, grad_norm: 5.3166 2020-07-25 05:30:05,329 - mmaction - INFO - Epoch [4][400/3757] lr: 1.000e-02, eta: 1 day, 9:24:22, time: 0.622, data_time: 0.009, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7633, loss_cls: 2.0783, loss: 2.0783, grad_norm: 5.3274 2020-07-25 05:30:17,612 - mmaction - INFO - Epoch [4][420/3757] lr: 1.000e-02, eta: 1 day, 9:23:48, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7461, loss_cls: 2.1679, loss: 2.1679, grad_norm: 5.4724 2020-07-25 05:30:30,079 - mmaction - INFO - Epoch [4][440/3757] lr: 1.000e-02, eta: 1 day, 9:23:16, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7289, loss_cls: 2.2709, loss: 2.2709, grad_norm: 5.4789 2020-07-25 05:30:42,183 - mmaction - INFO - Epoch [4][460/3757] lr: 1.000e-02, eta: 1 day, 9:22:40, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7250, loss_cls: 2.2467, loss: 2.2467, grad_norm: 5.4899 2020-07-25 05:30:54,818 - mmaction - INFO - Epoch [4][480/3757] lr: 1.000e-02, eta: 1 day, 9:22:09, time: 0.627, data_time: 0.009, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7742, loss_cls: 2.1207, loss: 2.1207, grad_norm: 5.3476 2020-07-25 05:31:07,180 - mmaction - INFO - Epoch [4][500/3757] lr: 1.000e-02, eta: 1 day, 9:21:37, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7320, loss_cls: 2.2899, loss: 2.2899, grad_norm: 5.7309 2020-07-25 05:31:19,621 - mmaction - INFO - Epoch [4][520/3757] lr: 1.000e-02, eta: 1 day, 9:21:04, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7398, loss_cls: 2.2492, loss: 2.2492, grad_norm: 5.6369 2020-07-25 05:31:31,953 - mmaction - INFO - Epoch [4][540/3757] lr: 1.000e-02, eta: 1 day, 9:20:32, time: 0.621, data_time: 0.010, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2858, loss: 2.2858, grad_norm: 5.6920 2020-07-25 05:31:44,407 - mmaction - INFO - Epoch [4][560/3757] lr: 1.000e-02, eta: 1 day, 9:20:01, time: 0.622, data_time: 0.010, memory: 7079, top1_acc: 0.4422, top5_acc: 0.7227, loss_cls: 2.2960, loss: 2.2960, grad_norm: 5.6513 2020-07-25 05:31:56,717 - mmaction - INFO - Epoch [4][580/3757] lr: 1.000e-02, eta: 1 day, 9:19:29, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7328, loss_cls: 2.2466, loss: 2.2466, grad_norm: 5.4484 2020-07-25 05:32:09,035 - mmaction - INFO - Epoch [4][600/3757] lr: 1.000e-02, eta: 1 day, 9:18:52, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.2840, loss: 2.2840, grad_norm: 5.5283 2020-07-25 05:32:21,341 - mmaction - INFO - Epoch [4][620/3757] lr: 1.000e-02, eta: 1 day, 9:18:22, time: 0.625, data_time: 0.013, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7469, loss_cls: 2.1859, loss: 2.1859, grad_norm: 5.2486 2020-07-25 05:32:33,579 - mmaction - INFO - Epoch [4][640/3757] lr: 1.000e-02, eta: 1 day, 9:17:48, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.2318, loss: 2.2318, grad_norm: 5.6265 2020-07-25 05:32:45,948 - mmaction - INFO - Epoch [4][660/3757] lr: 1.000e-02, eta: 1 day, 9:17:15, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7453, loss_cls: 2.2199, loss: 2.2199, grad_norm: 5.6674 2020-07-25 05:32:58,160 - mmaction - INFO - Epoch [4][680/3757] lr: 1.000e-02, eta: 1 day, 9:16:41, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7180, loss_cls: 2.3043, loss: 2.3043, grad_norm: 5.5220 2020-07-25 05:33:10,739 - mmaction - INFO - Epoch [4][700/3757] lr: 1.000e-02, eta: 1 day, 9:16:11, time: 0.624, data_time: 0.009, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.2421, loss: 2.2421, grad_norm: 5.3813 2020-07-25 05:33:22,961 - mmaction - INFO - Epoch [4][720/3757] lr: 1.000e-02, eta: 1 day, 9:15:38, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.2623, loss: 2.2623, grad_norm: 5.6781 2020-07-25 05:33:35,500 - mmaction - INFO - Epoch [4][740/3757] lr: 1.000e-02, eta: 1 day, 9:15:09, time: 0.627, data_time: 0.008, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7289, loss_cls: 2.2709, loss: 2.2709, grad_norm: 5.6591 2020-07-25 05:33:47,618 - mmaction - INFO - Epoch [4][760/3757] lr: 1.000e-02, eta: 1 day, 9:14:34, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7258, loss_cls: 2.2464, loss: 2.2464, grad_norm: 5.4966 2020-07-25 05:34:00,133 - mmaction - INFO - Epoch [4][780/3757] lr: 1.000e-02, eta: 1 day, 9:14:02, time: 0.619, data_time: 0.004, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7297, loss_cls: 2.2330, loss: 2.2330, grad_norm: 5.5737 2020-07-25 05:34:12,513 - mmaction - INFO - Epoch [4][800/3757] lr: 1.000e-02, eta: 1 day, 9:13:32, time: 0.625, data_time: 0.009, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7156, loss_cls: 2.3188, loss: 2.3188, grad_norm: 5.4279 2020-07-25 05:34:24,826 - mmaction - INFO - Epoch [4][820/3757] lr: 1.000e-02, eta: 1 day, 9:12:59, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7359, loss_cls: 2.2366, loss: 2.2366, grad_norm: 5.3391 2020-07-25 05:34:37,121 - mmaction - INFO - Epoch [4][840/3757] lr: 1.000e-02, eta: 1 day, 9:12:27, time: 0.618, data_time: 0.010, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.1962, loss: 2.1962, grad_norm: 5.5854 2020-07-25 05:34:49,450 - mmaction - INFO - Epoch [4][860/3757] lr: 1.000e-02, eta: 1 day, 9:11:54, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7336, loss_cls: 2.2588, loss: 2.2588, grad_norm: 5.5367 2020-07-25 05:35:01,971 - mmaction - INFO - Epoch [4][880/3757] lr: 1.000e-02, eta: 1 day, 9:11:26, time: 0.630, data_time: 0.008, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.2935, loss: 2.2935, grad_norm: 5.4993 2020-07-25 05:35:14,173 - mmaction - INFO - Epoch [4][900/3757] lr: 1.000e-02, eta: 1 day, 9:10:52, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7359, loss_cls: 2.1637, loss: 2.1637, grad_norm: 5.4104 2020-07-25 05:35:26,515 - mmaction - INFO - Epoch [4][920/3757] lr: 1.000e-02, eta: 1 day, 9:10:19, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.2210, loss: 2.2210, grad_norm: 5.5091 2020-07-25 05:35:38,796 - mmaction - INFO - Epoch [4][940/3757] lr: 1.000e-02, eta: 1 day, 9:09:48, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6930, loss_cls: 2.3728, loss: 2.3728, grad_norm: 5.6262 2020-07-25 05:35:51,209 - mmaction - INFO - Epoch [4][960/3757] lr: 1.000e-02, eta: 1 day, 9:09:17, time: 0.621, data_time: 0.009, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.3105, loss: 2.3105, grad_norm: 5.4705 2020-07-25 05:36:03,381 - mmaction - INFO - Epoch [4][980/3757] lr: 1.000e-02, eta: 1 day, 9:08:43, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7164, loss_cls: 2.2724, loss: 2.2724, grad_norm: 5.4179 2020-07-25 05:36:15,869 - mmaction - INFO - Epoch [4][1000/3757] lr: 1.000e-02, eta: 1 day, 9:08:13, time: 0.623, data_time: 0.010, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7312, loss_cls: 2.2448, loss: 2.2448, grad_norm: 5.5686 2020-07-25 05:36:28,105 - mmaction - INFO - Epoch [4][1020/3757] lr: 1.000e-02, eta: 1 day, 9:07:41, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7312, loss_cls: 2.3038, loss: 2.3038, grad_norm: 5.6259 2020-07-25 05:36:40,513 - mmaction - INFO - Epoch [4][1040/3757] lr: 1.000e-02, eta: 1 day, 9:07:10, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7273, loss_cls: 2.2680, loss: 2.2680, grad_norm: 5.3726 2020-07-25 05:36:52,852 - mmaction - INFO - Epoch [4][1060/3757] lr: 1.000e-02, eta: 1 day, 9:06:39, time: 0.620, data_time: 0.004, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7352, loss_cls: 2.2447, loss: 2.2447, grad_norm: 5.3934 2020-07-25 05:37:05,214 - mmaction - INFO - Epoch [4][1080/3757] lr: 1.000e-02, eta: 1 day, 9:06:07, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7484, loss_cls: 2.1650, loss: 2.1650, grad_norm: 5.4078 2020-07-25 05:37:17,496 - mmaction - INFO - Epoch [4][1100/3757] lr: 1.000e-02, eta: 1 day, 9:05:36, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7500, loss_cls: 2.1552, loss: 2.1552, grad_norm: 5.4415 2020-07-25 05:37:29,794 - mmaction - INFO - Epoch [4][1120/3757] lr: 1.000e-02, eta: 1 day, 9:05:04, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7391, loss_cls: 2.2391, loss: 2.2391, grad_norm: 5.5995 2020-07-25 05:37:42,228 - mmaction - INFO - Epoch [4][1140/3757] lr: 1.000e-02, eta: 1 day, 9:04:34, time: 0.623, data_time: 0.008, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2405, loss: 2.2405, grad_norm: 5.5494 2020-07-25 05:37:54,569 - mmaction - INFO - Epoch [4][1160/3757] lr: 1.000e-02, eta: 1 day, 9:04:03, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7250, loss_cls: 2.3689, loss: 2.3689, grad_norm: 5.5963 2020-07-25 05:38:06,842 - mmaction - INFO - Epoch [4][1180/3757] lr: 1.000e-02, eta: 1 day, 9:03:32, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.3415, loss: 2.3415, grad_norm: 5.3051 2020-07-25 05:38:19,142 - mmaction - INFO - Epoch [4][1200/3757] lr: 1.000e-02, eta: 1 day, 9:03:00, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7008, loss_cls: 2.3571, loss: 2.3571, grad_norm: 5.4113 2020-07-25 05:38:31,629 - mmaction - INFO - Epoch [4][1220/3757] lr: 1.000e-02, eta: 1 day, 9:02:31, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1907, loss: 2.1907, grad_norm: 5.3414 2020-07-25 05:38:44,060 - mmaction - INFO - Epoch [4][1240/3757] lr: 1.000e-02, eta: 1 day, 9:02:02, time: 0.625, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1522, loss: 2.1522, grad_norm: 5.4265 2020-07-25 05:38:56,487 - mmaction - INFO - Epoch [4][1260/3757] lr: 1.000e-02, eta: 1 day, 9:01:31, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7281, loss_cls: 2.2569, loss: 2.2569, grad_norm: 5.6420 2020-07-25 05:39:08,667 - mmaction - INFO - Epoch [4][1280/3757] lr: 1.000e-02, eta: 1 day, 9:01:00, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7445, loss_cls: 2.2013, loss: 2.2013, grad_norm: 5.5920 2020-07-25 05:39:21,253 - mmaction - INFO - Epoch [4][1300/3757] lr: 1.000e-02, eta: 1 day, 9:00:32, time: 0.627, data_time: 0.008, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7195, loss_cls: 2.3498, loss: 2.3498, grad_norm: 5.5829 2020-07-25 05:39:33,616 - mmaction - INFO - Epoch [4][1320/3757] lr: 1.000e-02, eta: 1 day, 9:00:02, time: 0.619, data_time: 0.004, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7586, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.4007 2020-07-25 05:39:46,075 - mmaction - INFO - Epoch [4][1340/3757] lr: 1.000e-02, eta: 1 day, 8:59:32, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7133, loss_cls: 2.3534, loss: 2.3534, grad_norm: 5.5397 2020-07-25 05:39:58,430 - mmaction - INFO - Epoch [4][1360/3757] lr: 1.000e-02, eta: 1 day, 8:59:04, time: 0.624, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.2298, loss: 2.2298, grad_norm: 5.4713 2020-07-25 05:40:10,793 - mmaction - INFO - Epoch [4][1380/3757] lr: 1.000e-02, eta: 1 day, 8:58:32, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.1304, loss: 2.1304, grad_norm: 5.3681 2020-07-25 05:40:23,045 - mmaction - INFO - Epoch [4][1400/3757] lr: 1.000e-02, eta: 1 day, 8:58:02, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7336, loss_cls: 2.2454, loss: 2.2454, grad_norm: 5.5354 2020-07-25 05:40:35,595 - mmaction - INFO - Epoch [4][1420/3757] lr: 1.000e-02, eta: 1 day, 8:57:33, time: 0.621, data_time: 0.009, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7164, loss_cls: 2.3263, loss: 2.3263, grad_norm: 5.5242 2020-07-25 05:40:47,896 - mmaction - INFO - Epoch [4][1440/3757] lr: 1.000e-02, eta: 1 day, 8:57:04, time: 0.622, data_time: 0.009, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2189, loss: 2.2189, grad_norm: 5.4949 2020-07-25 05:41:00,373 - mmaction - INFO - Epoch [4][1460/3757] lr: 1.000e-02, eta: 1 day, 8:56:35, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7164, loss_cls: 2.2944, loss: 2.2944, grad_norm: 5.5079 2020-07-25 05:41:12,591 - mmaction - INFO - Epoch [4][1480/3757] lr: 1.000e-02, eta: 1 day, 8:56:04, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7172, loss_cls: 2.3276, loss: 2.3276, grad_norm: 5.4118 2020-07-25 05:41:24,914 - mmaction - INFO - Epoch [4][1500/3757] lr: 1.000e-02, eta: 1 day, 8:55:33, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7250, loss_cls: 2.2557, loss: 2.2557, grad_norm: 5.4637 2020-07-25 05:41:37,237 - mmaction - INFO - Epoch [4][1520/3757] lr: 1.000e-02, eta: 1 day, 8:55:03, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7508, loss_cls: 2.2208, loss: 2.2208, grad_norm: 5.5750 2020-07-25 05:41:49,493 - mmaction - INFO - Epoch [4][1540/3757] lr: 1.000e-02, eta: 1 day, 8:54:32, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7273, loss_cls: 2.2691, loss: 2.2691, grad_norm: 5.6310 2020-07-25 05:42:02,046 - mmaction - INFO - Epoch [4][1560/3757] lr: 1.000e-02, eta: 1 day, 8:54:04, time: 0.623, data_time: 0.008, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.1851, loss: 2.1851, grad_norm: 5.4131 2020-07-25 05:42:14,364 - mmaction - INFO - Epoch [4][1580/3757] lr: 1.000e-02, eta: 1 day, 8:53:35, time: 0.622, data_time: 0.009, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2111, loss: 2.2111, grad_norm: 5.6484 2020-07-25 05:42:26,748 - mmaction - INFO - Epoch [4][1600/3757] lr: 1.000e-02, eta: 1 day, 8:53:06, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7164, loss_cls: 2.3034, loss: 2.3034, grad_norm: 5.6331 2020-07-25 05:42:39,020 - mmaction - INFO - Epoch [4][1620/3757] lr: 1.000e-02, eta: 1 day, 8:52:36, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7250, loss_cls: 2.2702, loss: 2.2702, grad_norm: 5.7397 2020-07-25 05:42:51,509 - mmaction - INFO - Epoch [4][1640/3757] lr: 1.000e-02, eta: 1 day, 8:52:08, time: 0.623, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7242, loss_cls: 2.2984, loss: 2.2984, grad_norm: 5.6277 2020-07-25 05:43:03,900 - mmaction - INFO - Epoch [4][1660/3757] lr: 1.000e-02, eta: 1 day, 8:51:38, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.2057, loss: 2.2057, grad_norm: 5.3677 2020-07-25 05:43:16,169 - mmaction - INFO - Epoch [4][1680/3757] lr: 1.000e-02, eta: 1 day, 8:51:08, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7359, loss_cls: 2.2170, loss: 2.2170, grad_norm: 5.5758 2020-07-25 05:43:28,684 - mmaction - INFO - Epoch [4][1700/3757] lr: 1.000e-02, eta: 1 day, 8:50:41, time: 0.625, data_time: 0.008, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7180, loss_cls: 2.2908, loss: 2.2908, grad_norm: 5.6166 2020-07-25 05:43:40,838 - mmaction - INFO - Epoch [4][1720/3757] lr: 1.000e-02, eta: 1 day, 8:50:09, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7414, loss_cls: 2.2140, loss: 2.2140, grad_norm: 5.6117 2020-07-25 05:43:53,477 - mmaction - INFO - Epoch [4][1740/3757] lr: 1.000e-02, eta: 1 day, 8:49:43, time: 0.628, data_time: 0.008, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7289, loss_cls: 2.2864, loss: 2.2864, grad_norm: 5.4778 2020-07-25 05:44:05,876 - mmaction - INFO - Epoch [4][1760/3757] lr: 1.000e-02, eta: 1 day, 8:49:15, time: 0.624, data_time: 0.006, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.1659, loss: 2.1659, grad_norm: 5.1256 2020-07-25 05:44:18,327 - mmaction - INFO - Epoch [4][1780/3757] lr: 1.000e-02, eta: 1 day, 8:48:48, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.3122, loss: 2.3122, grad_norm: 5.6071 2020-07-25 05:44:30,615 - mmaction - INFO - Epoch [4][1800/3757] lr: 1.000e-02, eta: 1 day, 8:48:18, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7328, loss_cls: 2.2367, loss: 2.2367, grad_norm: 5.3184 2020-07-25 05:44:43,231 - mmaction - INFO - Epoch [4][1820/3757] lr: 1.000e-02, eta: 1 day, 8:47:50, time: 0.624, data_time: 0.008, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7102, loss_cls: 2.2642, loss: 2.2642, grad_norm: 5.5578 2020-07-25 05:44:55,416 - mmaction - INFO - Epoch [4][1840/3757] lr: 1.000e-02, eta: 1 day, 8:47:21, time: 0.617, data_time: 0.011, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7289, loss_cls: 2.2641, loss: 2.2641, grad_norm: 5.4987 2020-07-25 05:45:07,702 - mmaction - INFO - Epoch [4][1860/3757] lr: 1.000e-02, eta: 1 day, 8:46:51, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7188, loss_cls: 2.2979, loss: 2.2979, grad_norm: 5.6375 2020-07-25 05:45:19,931 - mmaction - INFO - Epoch [4][1880/3757] lr: 1.000e-02, eta: 1 day, 8:46:21, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7297, loss_cls: 2.2425, loss: 2.2425, grad_norm: 5.3382 2020-07-25 05:45:32,304 - mmaction - INFO - Epoch [4][1900/3757] lr: 1.000e-02, eta: 1 day, 8:45:51, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.2651, loss: 2.2651, grad_norm: 5.6639 2020-07-25 05:45:44,517 - mmaction - INFO - Epoch [4][1920/3757] lr: 1.000e-02, eta: 1 day, 8:45:21, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7367, loss_cls: 2.2116, loss: 2.2116, grad_norm: 5.4763 2020-07-25 05:45:56,756 - mmaction - INFO - Epoch [4][1940/3757] lr: 1.000e-02, eta: 1 day, 8:44:50, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2487, loss: 2.2487, grad_norm: 5.4375 2020-07-25 05:46:08,990 - mmaction - INFO - Epoch [4][1960/3757] lr: 1.000e-02, eta: 1 day, 8:44:21, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7367, loss_cls: 2.2298, loss: 2.2298, grad_norm: 5.4397 2020-07-25 05:46:21,549 - mmaction - INFO - Epoch [4][1980/3757] lr: 1.000e-02, eta: 1 day, 8:43:55, time: 0.627, data_time: 0.008, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7195, loss_cls: 2.2566, loss: 2.2566, grad_norm: 5.5965 2020-07-25 05:46:33,662 - mmaction - INFO - Epoch [4][2000/3757] lr: 1.000e-02, eta: 1 day, 8:43:23, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7086, loss_cls: 2.3431, loss: 2.3431, grad_norm: 5.4491 2020-07-25 05:46:45,949 - mmaction - INFO - Epoch [4][2020/3757] lr: 1.000e-02, eta: 1 day, 8:42:53, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7148, loss_cls: 2.3288, loss: 2.3288, grad_norm: 5.4831 2020-07-25 05:46:58,267 - mmaction - INFO - Epoch [4][2040/3757] lr: 1.000e-02, eta: 1 day, 8:42:25, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7148, loss_cls: 2.3205, loss: 2.3205, grad_norm: 5.5552 2020-07-25 05:47:12,131 - mmaction - INFO - Epoch [4][2060/3757] lr: 1.000e-02, eta: 1 day, 8:42:16, time: 0.693, data_time: 0.076, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7383, loss_cls: 2.2297, loss: 2.2297, grad_norm: 5.6893 2020-07-25 05:47:24,305 - mmaction - INFO - Epoch [4][2080/3757] lr: 1.000e-02, eta: 1 day, 8:41:46, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7156, loss_cls: 2.3174, loss: 2.3174, grad_norm: 5.4022 2020-07-25 05:47:36,700 - mmaction - INFO - Epoch [4][2100/3757] lr: 1.000e-02, eta: 1 day, 8:41:16, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7508, loss_cls: 2.1962, loss: 2.1962, grad_norm: 5.3287 2020-07-25 05:47:49,005 - mmaction - INFO - Epoch [4][2120/3757] lr: 1.000e-02, eta: 1 day, 8:40:49, time: 0.621, data_time: 0.010, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3232, loss: 2.3232, grad_norm: 5.4247 2020-07-25 05:48:01,437 - mmaction - INFO - Epoch [4][2140/3757] lr: 1.000e-02, eta: 1 day, 8:40:20, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7180, loss_cls: 2.2803, loss: 2.2803, grad_norm: 5.5135 2020-07-25 05:48:13,695 - mmaction - INFO - Epoch [4][2160/3757] lr: 1.000e-02, eta: 1 day, 8:39:52, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7508, loss_cls: 2.1848, loss: 2.1848, grad_norm: 5.4119 2020-07-25 05:48:26,206 - mmaction - INFO - Epoch [4][2180/3757] lr: 1.000e-02, eta: 1 day, 8:39:26, time: 0.625, data_time: 0.009, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7578, loss_cls: 2.1205, loss: 2.1205, grad_norm: 5.2910 2020-07-25 05:48:38,438 - mmaction - INFO - Epoch [4][2200/3757] lr: 1.000e-02, eta: 1 day, 8:38:57, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7375, loss_cls: 2.2464, loss: 2.2464, grad_norm: 5.3874 2020-07-25 05:48:50,749 - mmaction - INFO - Epoch [4][2220/3757] lr: 1.000e-02, eta: 1 day, 8:38:26, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.3276, loss: 2.3276, grad_norm: 5.4514 2020-07-25 05:49:03,034 - mmaction - INFO - Epoch [4][2240/3757] lr: 1.000e-02, eta: 1 day, 8:37:59, time: 0.620, data_time: 0.009, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7211, loss_cls: 2.2983, loss: 2.2983, grad_norm: 5.3764 2020-07-25 05:49:15,572 - mmaction - INFO - Epoch [4][2260/3757] lr: 1.000e-02, eta: 1 day, 8:37:32, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7039, loss_cls: 2.3934, loss: 2.3934, grad_norm: 5.4069 2020-07-25 05:49:28,009 - mmaction - INFO - Epoch [4][2280/3757] lr: 1.000e-02, eta: 1 day, 8:37:07, time: 0.629, data_time: 0.010, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7664, loss_cls: 2.0721, loss: 2.0721, grad_norm: 5.3325 2020-07-25 05:49:40,246 - mmaction - INFO - Epoch [4][2300/3757] lr: 1.000e-02, eta: 1 day, 8:36:37, time: 0.612, data_time: 0.002, memory: 7079, top1_acc: 0.4375, top5_acc: 0.7258, loss_cls: 2.3696, loss: 2.3696, grad_norm: 5.4621 2020-07-25 05:49:52,528 - mmaction - INFO - Epoch [4][2320/3757] lr: 1.000e-02, eta: 1 day, 8:36:08, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7305, loss_cls: 2.2548, loss: 2.2548, grad_norm: 5.2631 2020-07-25 05:50:04,874 - mmaction - INFO - Epoch [4][2340/3757] lr: 1.000e-02, eta: 1 day, 8:35:41, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7500, loss_cls: 2.1683, loss: 2.1683, grad_norm: 5.3646 2020-07-25 05:50:17,208 - mmaction - INFO - Epoch [4][2360/3757] lr: 1.000e-02, eta: 1 day, 8:35:12, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.2281, loss: 2.2281, grad_norm: 5.3773 2020-07-25 05:50:29,416 - mmaction - INFO - Epoch [4][2380/3757] lr: 1.000e-02, eta: 1 day, 8:34:43, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7242, loss_cls: 2.3039, loss: 2.3039, grad_norm: 5.5616 2020-07-25 05:50:41,808 - mmaction - INFO - Epoch [4][2400/3757] lr: 1.000e-02, eta: 1 day, 8:34:15, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7172, loss_cls: 2.3633, loss: 2.3633, grad_norm: 5.6113 2020-07-25 05:50:54,233 - mmaction - INFO - Epoch [4][2420/3757] lr: 1.000e-02, eta: 1 day, 8:33:49, time: 0.624, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7242, loss_cls: 2.2757, loss: 2.2757, grad_norm: 5.4602 2020-07-25 05:51:06,892 - mmaction - INFO - Epoch [4][2440/3757] lr: 1.000e-02, eta: 1 day, 8:33:25, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2737, loss: 2.2737, grad_norm: 5.3448 2020-07-25 05:51:19,205 - mmaction - INFO - Epoch [4][2460/3757] lr: 1.000e-02, eta: 1 day, 8:32:58, time: 0.617, data_time: 0.003, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.2095, loss: 2.2095, grad_norm: 5.2741 2020-07-25 05:51:31,565 - mmaction - INFO - Epoch [4][2480/3757] lr: 1.000e-02, eta: 1 day, 8:32:29, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7391, loss_cls: 2.2086, loss: 2.2086, grad_norm: 5.3526 2020-07-25 05:51:43,736 - mmaction - INFO - Epoch [4][2500/3757] lr: 1.000e-02, eta: 1 day, 8:32:00, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7430, loss_cls: 2.2110, loss: 2.2110, grad_norm: 5.4664 2020-07-25 05:51:56,179 - mmaction - INFO - Epoch [4][2520/3757] lr: 1.000e-02, eta: 1 day, 8:31:34, time: 0.620, data_time: 0.009, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7414, loss_cls: 2.2350, loss: 2.2350, grad_norm: 5.4539 2020-07-25 05:52:08,564 - mmaction - INFO - Epoch [4][2540/3757] lr: 1.000e-02, eta: 1 day, 8:31:07, time: 0.622, data_time: 0.010, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7586, loss_cls: 2.1577, loss: 2.1577, grad_norm: 5.4738 2020-07-25 05:52:20,976 - mmaction - INFO - Epoch [4][2560/3757] lr: 1.000e-02, eta: 1 day, 8:30:39, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7289, loss_cls: 2.3214, loss: 2.3214, grad_norm: 5.5649 2020-07-25 05:52:33,152 - mmaction - INFO - Epoch [4][2580/3757] lr: 1.000e-02, eta: 1 day, 8:30:11, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3254, loss: 2.3254, grad_norm: 5.5774 2020-07-25 05:52:45,427 - mmaction - INFO - Epoch [4][2600/3757] lr: 1.000e-02, eta: 1 day, 8:29:43, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.3082, loss: 2.3082, grad_norm: 5.4461 2020-07-25 05:52:57,698 - mmaction - INFO - Epoch [4][2620/3757] lr: 1.000e-02, eta: 1 day, 8:29:15, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7180, loss_cls: 2.3002, loss: 2.3002, grad_norm: 5.4125 2020-07-25 05:53:09,946 - mmaction - INFO - Epoch [4][2640/3757] lr: 1.000e-02, eta: 1 day, 8:28:47, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7492, loss_cls: 2.2628, loss: 2.2628, grad_norm: 5.4327 2020-07-25 05:53:22,078 - mmaction - INFO - Epoch [4][2660/3757] lr: 1.000e-02, eta: 1 day, 8:28:16, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.1800, loss: 2.1800, grad_norm: 5.3031 2020-07-25 05:53:34,326 - mmaction - INFO - Epoch [4][2680/3757] lr: 1.000e-02, eta: 1 day, 8:27:48, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7203, loss_cls: 2.3101, loss: 2.3101, grad_norm: 5.4891 2020-07-25 05:53:46,702 - mmaction - INFO - Epoch [4][2700/3757] lr: 1.000e-02, eta: 1 day, 8:27:20, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7297, loss_cls: 2.2298, loss: 2.2298, grad_norm: 5.3005 2020-07-25 05:53:58,992 - mmaction - INFO - Epoch [4][2720/3757] lr: 1.000e-02, eta: 1 day, 8:26:54, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.1721, loss: 2.1721, grad_norm: 5.3420 2020-07-25 05:54:11,357 - mmaction - INFO - Epoch [4][2740/3757] lr: 1.000e-02, eta: 1 day, 8:26:27, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7258, loss_cls: 2.2811, loss: 2.2811, grad_norm: 5.4727 2020-07-25 05:54:23,534 - mmaction - INFO - Epoch [4][2760/3757] lr: 1.000e-02, eta: 1 day, 8:25:58, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7586, loss_cls: 2.1137, loss: 2.1137, grad_norm: 5.3142 2020-07-25 05:54:35,898 - mmaction - INFO - Epoch [4][2780/3757] lr: 1.000e-02, eta: 1 day, 8:25:31, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7305, loss_cls: 2.2412, loss: 2.2412, grad_norm: 5.7216 2020-07-25 05:54:48,190 - mmaction - INFO - Epoch [4][2800/3757] lr: 1.000e-02, eta: 1 day, 8:25:04, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7438, loss_cls: 2.2585, loss: 2.2585, grad_norm: 5.5010 2020-07-25 05:55:00,653 - mmaction - INFO - Epoch [4][2820/3757] lr: 1.000e-02, eta: 1 day, 8:24:37, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.1974, loss: 2.1974, grad_norm: 5.3591 2020-07-25 05:55:12,716 - mmaction - INFO - Epoch [4][2840/3757] lr: 1.000e-02, eta: 1 day, 8:24:08, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7547, loss_cls: 2.1307, loss: 2.1307, grad_norm: 5.3505 2020-07-25 05:55:25,062 - mmaction - INFO - Epoch [4][2860/3757] lr: 1.000e-02, eta: 1 day, 8:23:40, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7203, loss_cls: 2.3326, loss: 2.3326, grad_norm: 5.4825 2020-07-25 05:55:37,284 - mmaction - INFO - Epoch [4][2880/3757] lr: 1.000e-02, eta: 1 day, 8:23:13, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7375, loss_cls: 2.2690, loss: 2.2690, grad_norm: 5.3620 2020-07-25 05:55:49,793 - mmaction - INFO - Epoch [4][2900/3757] lr: 1.000e-02, eta: 1 day, 8:22:49, time: 0.626, data_time: 0.008, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.2826, loss: 2.2826, grad_norm: 5.2932 2020-07-25 05:56:02,166 - mmaction - INFO - Epoch [4][2920/3757] lr: 1.000e-02, eta: 1 day, 8:22:21, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7266, loss_cls: 2.2819, loss: 2.2819, grad_norm: 5.4656 2020-07-25 05:56:14,555 - mmaction - INFO - Epoch [4][2940/3757] lr: 1.000e-02, eta: 1 day, 8:21:56, time: 0.627, data_time: 0.010, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7375, loss_cls: 2.2337, loss: 2.2337, grad_norm: 5.3920 2020-07-25 05:56:27,053 - mmaction - INFO - Epoch [4][2960/3757] lr: 1.000e-02, eta: 1 day, 8:21:30, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.2004, loss: 2.2004, grad_norm: 5.4286 2020-07-25 05:56:39,325 - mmaction - INFO - Epoch [4][2980/3757] lr: 1.000e-02, eta: 1 day, 8:21:04, time: 0.621, data_time: 0.010, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7344, loss_cls: 2.2608, loss: 2.2608, grad_norm: 5.5395 2020-07-25 05:56:51,628 - mmaction - INFO - Epoch [4][3000/3757] lr: 1.000e-02, eta: 1 day, 8:20:37, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7234, loss_cls: 2.2804, loss: 2.2804, grad_norm: 5.5284 2020-07-25 05:57:03,969 - mmaction - INFO - Epoch [4][3020/3757] lr: 1.000e-02, eta: 1 day, 8:20:10, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.3033, loss: 2.3033, grad_norm: 5.3582 2020-07-25 05:57:16,518 - mmaction - INFO - Epoch [4][3040/3757] lr: 1.000e-02, eta: 1 day, 8:19:47, time: 0.628, data_time: 0.010, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7367, loss_cls: 2.2320, loss: 2.2320, grad_norm: 5.4784 2020-07-25 05:57:28,740 - mmaction - INFO - Epoch [4][3060/3757] lr: 1.000e-02, eta: 1 day, 8:19:19, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7242, loss_cls: 2.2717, loss: 2.2717, grad_norm: 5.3762 2020-07-25 05:57:41,077 - mmaction - INFO - Epoch [4][3080/3757] lr: 1.000e-02, eta: 1 day, 8:18:51, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7195, loss_cls: 2.2752, loss: 2.2752, grad_norm: 5.4842 2020-07-25 05:57:53,296 - mmaction - INFO - Epoch [4][3100/3757] lr: 1.000e-02, eta: 1 day, 8:18:25, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7438, loss_cls: 2.1876, loss: 2.1876, grad_norm: 5.3965 2020-07-25 05:58:05,739 - mmaction - INFO - Epoch [4][3120/3757] lr: 1.000e-02, eta: 1 day, 8:18:00, time: 0.623, data_time: 0.008, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7422, loss_cls: 2.2218, loss: 2.2218, grad_norm: 5.3919 2020-07-25 05:58:17,963 - mmaction - INFO - Epoch [4][3140/3757] lr: 1.000e-02, eta: 1 day, 8:17:32, time: 0.611, data_time: 0.001, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7297, loss_cls: 2.3449, loss: 2.3449, grad_norm: 5.3380 2020-07-25 05:58:30,398 - mmaction - INFO - Epoch [4][3160/3757] lr: 1.000e-02, eta: 1 day, 8:17:07, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7312, loss_cls: 2.2924, loss: 2.2924, grad_norm: 5.5148 2020-07-25 05:58:42,660 - mmaction - INFO - Epoch [4][3180/3757] lr: 1.000e-02, eta: 1 day, 8:16:40, time: 0.615, data_time: 0.003, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7430, loss_cls: 2.2395, loss: 2.2395, grad_norm: 5.3633 2020-07-25 05:58:54,998 - mmaction - INFO - Epoch [4][3200/3757] lr: 1.000e-02, eta: 1 day, 8:16:13, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.3392, loss: 2.3392, grad_norm: 5.4029 2020-07-25 05:59:07,259 - mmaction - INFO - Epoch [4][3220/3757] lr: 1.000e-02, eta: 1 day, 8:15:47, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7383, loss_cls: 2.2603, loss: 2.2603, grad_norm: 5.3740 2020-07-25 05:59:19,584 - mmaction - INFO - Epoch [4][3240/3757] lr: 1.000e-02, eta: 1 day, 8:15:20, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7461, loss_cls: 2.1354, loss: 2.1354, grad_norm: 5.3542 2020-07-25 05:59:31,743 - mmaction - INFO - Epoch [4][3260/3757] lr: 1.000e-02, eta: 1 day, 8:14:52, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7289, loss_cls: 2.2983, loss: 2.2983, grad_norm: 5.5048 2020-07-25 05:59:44,124 - mmaction - INFO - Epoch [4][3280/3757] lr: 1.000e-02, eta: 1 day, 8:14:26, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7375, loss_cls: 2.1957, loss: 2.1957, grad_norm: 5.4998 2020-07-25 05:59:56,364 - mmaction - INFO - Epoch [4][3300/3757] lr: 1.000e-02, eta: 1 day, 8:14:00, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1574, loss: 2.1574, grad_norm: 5.3988 2020-07-25 06:00:10,387 - mmaction - INFO - Epoch [4][3320/3757] lr: 1.000e-02, eta: 1 day, 8:13:52, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7320, loss_cls: 2.2142, loss: 2.2142, grad_norm: 5.4618 2020-07-25 06:00:24,799 - mmaction - INFO - Epoch [4][3340/3757] lr: 1.000e-02, eta: 1 day, 8:13:52, time: 0.724, data_time: 0.018, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.2082, loss: 2.2082, grad_norm: 5.5226 2020-07-25 06:00:37,207 - mmaction - INFO - Epoch [4][3360/3757] lr: 1.000e-02, eta: 1 day, 8:13:27, time: 0.623, data_time: 0.013, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7273, loss_cls: 2.2897, loss: 2.2897, grad_norm: 5.4574 2020-07-25 06:00:49,440 - mmaction - INFO - Epoch [4][3380/3757] lr: 1.000e-02, eta: 1 day, 8:13:00, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7258, loss_cls: 2.2485, loss: 2.2485, grad_norm: 5.4097 2020-07-25 06:01:01,783 - mmaction - INFO - Epoch [4][3400/3757] lr: 1.000e-02, eta: 1 day, 8:12:33, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7336, loss_cls: 2.2734, loss: 2.2734, grad_norm: 5.5310 2020-07-25 06:01:14,035 - mmaction - INFO - Epoch [4][3420/3757] lr: 1.000e-02, eta: 1 day, 8:12:07, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2173, loss: 2.2173, grad_norm: 5.2837 2020-07-25 06:01:26,502 - mmaction - INFO - Epoch [4][3440/3757] lr: 1.000e-02, eta: 1 day, 8:11:43, time: 0.623, data_time: 0.009, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7336, loss_cls: 2.2633, loss: 2.2633, grad_norm: 5.4222 2020-07-25 06:01:38,752 - mmaction - INFO - Epoch [4][3460/3757] lr: 1.000e-02, eta: 1 day, 8:11:17, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7320, loss_cls: 2.2119, loss: 2.2119, grad_norm: 5.4736 2020-07-25 06:01:51,227 - mmaction - INFO - Epoch [4][3480/3757] lr: 1.000e-02, eta: 1 day, 8:10:51, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7188, loss_cls: 2.3320, loss: 2.3320, grad_norm: 5.4875 2020-07-25 06:02:03,471 - mmaction - INFO - Epoch [4][3500/3757] lr: 1.000e-02, eta: 1 day, 8:10:26, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7562, loss_cls: 2.1603, loss: 2.1603, grad_norm: 5.3539 2020-07-25 06:02:15,943 - mmaction - INFO - Epoch [4][3520/3757] lr: 1.000e-02, eta: 1 day, 8:10:01, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7250, loss_cls: 2.2201, loss: 2.2201, grad_norm: 5.4108 2020-07-25 06:02:28,173 - mmaction - INFO - Epoch [4][3540/3757] lr: 1.000e-02, eta: 1 day, 8:09:35, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7180, loss_cls: 2.2643, loss: 2.2643, grad_norm: 5.4140 2020-07-25 06:02:40,452 - mmaction - INFO - Epoch [4][3560/3757] lr: 1.000e-02, eta: 1 day, 8:09:07, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.2889, loss: 2.2889, grad_norm: 5.4610 2020-07-25 06:02:52,678 - mmaction - INFO - Epoch [4][3580/3757] lr: 1.000e-02, eta: 1 day, 8:08:42, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7477, loss_cls: 2.2206, loss: 2.2206, grad_norm: 5.5325 2020-07-25 06:03:05,101 - mmaction - INFO - Epoch [4][3600/3757] lr: 1.000e-02, eta: 1 day, 8:08:16, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7453, loss_cls: 2.1994, loss: 2.1994, grad_norm: 5.4230 2020-07-25 06:03:17,443 - mmaction - INFO - Epoch [4][3620/3757] lr: 1.000e-02, eta: 1 day, 8:07:52, time: 0.623, data_time: 0.008, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7344, loss_cls: 2.1911, loss: 2.1911, grad_norm: 5.3660 2020-07-25 06:03:29,725 - mmaction - INFO - Epoch [4][3640/3757] lr: 1.000e-02, eta: 1 day, 8:07:24, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.2460, loss: 2.2460, grad_norm: 5.4102 2020-07-25 06:03:42,002 - mmaction - INFO - Epoch [4][3660/3757] lr: 1.000e-02, eta: 1 day, 8:07:00, time: 0.621, data_time: 0.009, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.3537, loss: 2.3537, grad_norm: 5.3589 2020-07-25 06:03:54,489 - mmaction - INFO - Epoch [4][3680/3757] lr: 1.000e-02, eta: 1 day, 8:06:36, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2303, loss: 2.2303, grad_norm: 5.4787 2020-07-25 06:04:06,691 - mmaction - INFO - Epoch [4][3700/3757] lr: 1.000e-02, eta: 1 day, 8:06:09, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7484, loss_cls: 2.1780, loss: 2.1780, grad_norm: 5.3996 2020-07-25 06:04:19,295 - mmaction - INFO - Epoch [4][3720/3757] lr: 1.000e-02, eta: 1 day, 8:05:46, time: 0.625, data_time: 0.008, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7375, loss_cls: 2.1902, loss: 2.1902, grad_norm: 5.2649 2020-07-25 06:04:31,683 - mmaction - INFO - Epoch [4][3740/3757] lr: 1.000e-02, eta: 1 day, 8:05:22, time: 0.625, data_time: 0.008, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7359, loss_cls: 2.1995, loss: 2.1995, grad_norm: 5.5549 2020-07-25 06:04:42,295 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-25 06:05:07,312 - mmaction - INFO - Epoch [5][20/3757] lr: 1.000e-02, eta: 1 day, 8:04:54, time: 1.219, data_time: 0.576, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7656, loss_cls: 2.0762, loss: 2.0762, grad_norm: 5.4231 2020-07-25 06:05:19,630 - mmaction - INFO - Epoch [5][40/3757] lr: 1.000e-02, eta: 1 day, 8:04:27, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7367, loss_cls: 2.1867, loss: 2.1867, grad_norm: 5.4621 2020-07-25 06:05:31,792 - mmaction - INFO - Epoch [5][60/3757] lr: 1.000e-02, eta: 1 day, 8:04:01, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7641, loss_cls: 2.0923, loss: 2.0923, grad_norm: 5.4835 2020-07-25 06:05:44,155 - mmaction - INFO - Epoch [5][80/3757] lr: 1.000e-02, eta: 1 day, 8:03:36, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7352, loss_cls: 2.2194, loss: 2.2194, grad_norm: 5.5042 2020-07-25 06:05:56,407 - mmaction - INFO - Epoch [5][100/3757] lr: 1.000e-02, eta: 1 day, 8:03:10, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.1320, loss: 2.1320, grad_norm: 5.2101 2020-07-25 06:06:08,801 - mmaction - INFO - Epoch [5][120/3757] lr: 1.000e-02, eta: 1 day, 8:02:45, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7586, loss_cls: 2.1121, loss: 2.1121, grad_norm: 5.3731 2020-07-25 06:06:21,157 - mmaction - INFO - Epoch [5][140/3757] lr: 1.000e-02, eta: 1 day, 8:02:21, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1839, loss: 2.1839, grad_norm: 5.2857 2020-07-25 06:06:33,655 - mmaction - INFO - Epoch [5][160/3757] lr: 1.000e-02, eta: 1 day, 8:01:57, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7656, loss_cls: 2.0903, loss: 2.0903, grad_norm: 5.2839 2020-07-25 06:06:45,958 - mmaction - INFO - Epoch [5][180/3757] lr: 1.000e-02, eta: 1 day, 8:01:32, time: 0.621, data_time: 0.009, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.1387, loss: 2.1387, grad_norm: 5.4615 2020-07-25 06:06:58,512 - mmaction - INFO - Epoch [5][200/3757] lr: 1.000e-02, eta: 1 day, 8:01:10, time: 0.627, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.2670, loss: 2.2670, grad_norm: 5.5457 2020-07-25 06:07:10,736 - mmaction - INFO - Epoch [5][220/3757] lr: 1.000e-02, eta: 1 day, 8:00:44, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7375, loss_cls: 2.2146, loss: 2.2146, grad_norm: 5.3826 2020-07-25 06:07:22,936 - mmaction - INFO - Epoch [5][240/3757] lr: 1.000e-02, eta: 1 day, 8:00:17, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7289, loss_cls: 2.2276, loss: 2.2276, grad_norm: 5.5377 2020-07-25 06:07:35,356 - mmaction - INFO - Epoch [5][260/3757] lr: 1.000e-02, eta: 1 day, 7:59:53, time: 0.623, data_time: 0.010, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2475, loss: 2.2475, grad_norm: 5.4731 2020-07-25 06:07:47,893 - mmaction - INFO - Epoch [5][280/3757] lr: 1.000e-02, eta: 1 day, 7:59:31, time: 0.625, data_time: 0.009, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7266, loss_cls: 2.2825, loss: 2.2825, grad_norm: 5.4443 2020-07-25 06:08:00,112 - mmaction - INFO - Epoch [5][300/3757] lr: 1.000e-02, eta: 1 day, 7:59:05, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1768, loss: 2.1768, grad_norm: 5.3988 2020-07-25 06:08:12,420 - mmaction - INFO - Epoch [5][320/3757] lr: 1.000e-02, eta: 1 day, 7:58:39, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7430, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.2417 2020-07-25 06:08:24,575 - mmaction - INFO - Epoch [5][340/3757] lr: 1.000e-02, eta: 1 day, 7:58:13, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.1905, loss: 2.1905, grad_norm: 5.3403 2020-07-25 06:08:39,648 - mmaction - INFO - Epoch [5][360/3757] lr: 1.000e-02, eta: 1 day, 7:58:19, time: 0.753, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7445, loss_cls: 2.1647, loss: 2.1647, grad_norm: 5.4863 2020-07-25 06:08:51,707 - mmaction - INFO - Epoch [5][380/3757] lr: 1.000e-02, eta: 1 day, 7:57:51, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7531, loss_cls: 2.1198, loss: 2.1198, grad_norm: 5.5074 2020-07-25 06:09:04,126 - mmaction - INFO - Epoch [5][400/3757] lr: 1.000e-02, eta: 1 day, 7:57:27, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7281, loss_cls: 2.2537, loss: 2.2537, grad_norm: 5.4449 2020-07-25 06:09:16,561 - mmaction - INFO - Epoch [5][420/3757] lr: 1.000e-02, eta: 1 day, 7:57:04, time: 0.627, data_time: 0.008, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7367, loss_cls: 2.2091, loss: 2.2091, grad_norm: 5.4555 2020-07-25 06:09:29,008 - mmaction - INFO - Epoch [5][440/3757] lr: 1.000e-02, eta: 1 day, 7:56:41, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7617, loss_cls: 2.0756, loss: 2.0756, grad_norm: 5.4112 2020-07-25 06:09:41,338 - mmaction - INFO - Epoch [5][460/3757] lr: 1.000e-02, eta: 1 day, 7:56:16, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7406, loss_cls: 2.2343, loss: 2.2343, grad_norm: 5.4367 2020-07-25 06:09:53,858 - mmaction - INFO - Epoch [5][480/3757] lr: 1.000e-02, eta: 1 day, 7:55:54, time: 0.626, data_time: 0.009, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7461, loss_cls: 2.1211, loss: 2.1211, grad_norm: 5.3901 2020-07-25 06:10:06,079 - mmaction - INFO - Epoch [5][500/3757] lr: 1.000e-02, eta: 1 day, 7:55:28, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7352, loss_cls: 2.1951, loss: 2.1951, grad_norm: 5.3878 2020-07-25 06:10:18,592 - mmaction - INFO - Epoch [5][520/3757] lr: 1.000e-02, eta: 1 day, 7:55:05, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1528, loss: 2.1528, grad_norm: 5.4656 2020-07-25 06:10:30,876 - mmaction - INFO - Epoch [5][540/3757] lr: 1.000e-02, eta: 1 day, 7:54:41, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7422, loss_cls: 2.2453, loss: 2.2453, grad_norm: 5.6385 2020-07-25 06:10:43,249 - mmaction - INFO - Epoch [5][560/3757] lr: 1.000e-02, eta: 1 day, 7:54:15, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7336, loss_cls: 2.2419, loss: 2.2419, grad_norm: 5.5198 2020-07-25 06:10:55,422 - mmaction - INFO - Epoch [5][580/3757] lr: 1.000e-02, eta: 1 day, 7:53:51, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7445, loss_cls: 2.1307, loss: 2.1307, grad_norm: 5.3192 2020-07-25 06:11:07,661 - mmaction - INFO - Epoch [5][600/3757] lr: 1.000e-02, eta: 1 day, 7:53:24, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1283, loss: 2.1283, grad_norm: 5.3356 2020-07-25 06:11:19,831 - mmaction - INFO - Epoch [5][620/3757] lr: 1.000e-02, eta: 1 day, 7:52:59, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.1660, loss: 2.1660, grad_norm: 5.3331 2020-07-25 06:11:32,028 - mmaction - INFO - Epoch [5][640/3757] lr: 1.000e-02, eta: 1 day, 7:52:33, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.2907, loss: 2.2907, grad_norm: 5.6769 2020-07-25 06:11:44,282 - mmaction - INFO - Epoch [5][660/3757] lr: 1.000e-02, eta: 1 day, 7:52:07, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.2610, loss: 2.2610, grad_norm: 5.4602 2020-07-25 06:11:56,706 - mmaction - INFO - Epoch [5][680/3757] lr: 1.000e-02, eta: 1 day, 7:51:45, time: 0.625, data_time: 0.008, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7617, loss_cls: 2.1066, loss: 2.1066, grad_norm: 5.4428 2020-07-25 06:12:09,104 - mmaction - INFO - Epoch [5][700/3757] lr: 1.000e-02, eta: 1 day, 7:51:21, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.1669, loss: 2.1669, grad_norm: 5.4733 2020-07-25 06:12:21,302 - mmaction - INFO - Epoch [5][720/3757] lr: 1.000e-02, eta: 1 day, 7:50:56, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7578, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.2452 2020-07-25 06:12:33,779 - mmaction - INFO - Epoch [5][740/3757] lr: 1.000e-02, eta: 1 day, 7:50:32, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7711, loss_cls: 2.1048, loss: 2.1048, grad_norm: 5.5042 2020-07-25 06:12:46,058 - mmaction - INFO - Epoch [5][760/3757] lr: 1.000e-02, eta: 1 day, 7:50:08, time: 0.621, data_time: 0.010, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7172, loss_cls: 2.2046, loss: 2.2046, grad_norm: 5.5167 2020-07-25 06:12:58,428 - mmaction - INFO - Epoch [5][780/3757] lr: 1.000e-02, eta: 1 day, 7:49:44, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7578, loss_cls: 2.1527, loss: 2.1527, grad_norm: 5.3595 2020-07-25 06:13:10,759 - mmaction - INFO - Epoch [5][800/3757] lr: 1.000e-02, eta: 1 day, 7:49:20, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7461, loss_cls: 2.1696, loss: 2.1696, grad_norm: 5.5275 2020-07-25 06:13:22,931 - mmaction - INFO - Epoch [5][820/3757] lr: 1.000e-02, eta: 1 day, 7:48:54, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.1274, loss: 2.1274, grad_norm: 5.2798 2020-07-25 06:13:35,197 - mmaction - INFO - Epoch [5][840/3757] lr: 1.000e-02, eta: 1 day, 7:48:30, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7438, loss_cls: 2.1101, loss: 2.1101, grad_norm: 5.2555 2020-07-25 06:13:47,748 - mmaction - INFO - Epoch [5][860/3757] lr: 1.000e-02, eta: 1 day, 7:48:07, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.0923, loss: 2.0923, grad_norm: 5.3454 2020-07-25 06:13:59,991 - mmaction - INFO - Epoch [5][880/3757] lr: 1.000e-02, eta: 1 day, 7:47:44, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7406, loss_cls: 2.2108, loss: 2.2108, grad_norm: 5.4865 2020-07-25 06:14:12,590 - mmaction - INFO - Epoch [5][900/3757] lr: 1.000e-02, eta: 1 day, 7:47:21, time: 0.624, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7352, loss_cls: 2.1920, loss: 2.1920, grad_norm: 5.6567 2020-07-25 06:14:24,802 - mmaction - INFO - Epoch [5][920/3757] lr: 1.000e-02, eta: 1 day, 7:46:57, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7328, loss_cls: 2.2218, loss: 2.2218, grad_norm: 5.5060 2020-07-25 06:14:37,348 - mmaction - INFO - Epoch [5][940/3757] lr: 1.000e-02, eta: 1 day, 7:46:34, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7523, loss_cls: 2.0875, loss: 2.0875, grad_norm: 5.3775 2020-07-25 06:14:49,503 - mmaction - INFO - Epoch [5][960/3757] lr: 1.000e-02, eta: 1 day, 7:46:10, time: 0.615, data_time: 0.010, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7570, loss_cls: 2.1043, loss: 2.1043, grad_norm: 5.3104 2020-07-25 06:15:01,876 - mmaction - INFO - Epoch [5][980/3757] lr: 1.000e-02, eta: 1 day, 7:45:46, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7359, loss_cls: 2.1676, loss: 2.1676, grad_norm: 5.4798 2020-07-25 06:15:14,121 - mmaction - INFO - Epoch [5][1000/3757] lr: 1.000e-02, eta: 1 day, 7:45:22, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7445, loss_cls: 2.1955, loss: 2.1955, grad_norm: 5.4209 2020-07-25 06:15:26,435 - mmaction - INFO - Epoch [5][1020/3757] lr: 1.000e-02, eta: 1 day, 7:44:57, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2166, loss: 2.2166, grad_norm: 5.3405 2020-07-25 06:15:38,646 - mmaction - INFO - Epoch [5][1040/3757] lr: 1.000e-02, eta: 1 day, 7:44:33, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7430, loss_cls: 2.1809, loss: 2.1809, grad_norm: 5.3565 2020-07-25 06:15:50,885 - mmaction - INFO - Epoch [5][1060/3757] lr: 1.000e-02, eta: 1 day, 7:44:07, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7641, loss_cls: 2.1235, loss: 2.1235, grad_norm: 5.2029 2020-07-25 06:16:03,094 - mmaction - INFO - Epoch [5][1080/3757] lr: 1.000e-02, eta: 1 day, 7:43:43, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7484, loss_cls: 2.1461, loss: 2.1461, grad_norm: 5.3113 2020-07-25 06:16:15,642 - mmaction - INFO - Epoch [5][1100/3757] lr: 1.000e-02, eta: 1 day, 7:43:22, time: 0.626, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7547, loss_cls: 2.1067, loss: 2.1067, grad_norm: 5.4747 2020-07-25 06:16:27,997 - mmaction - INFO - Epoch [5][1120/3757] lr: 1.000e-02, eta: 1 day, 7:42:59, time: 0.618, data_time: 0.004, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.2184, loss: 2.2184, grad_norm: 5.4205 2020-07-25 06:16:40,325 - mmaction - INFO - Epoch [5][1140/3757] lr: 1.000e-02, eta: 1 day, 7:42:34, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7516, loss_cls: 2.1771, loss: 2.1771, grad_norm: 5.4491 2020-07-25 06:16:52,727 - mmaction - INFO - Epoch [5][1160/3757] lr: 1.000e-02, eta: 1 day, 7:42:12, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7516, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.2779 2020-07-25 06:17:05,087 - mmaction - INFO - Epoch [5][1180/3757] lr: 1.000e-02, eta: 1 day, 7:41:49, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7398, loss_cls: 2.1660, loss: 2.1660, grad_norm: 5.3490 2020-07-25 06:17:17,494 - mmaction - INFO - Epoch [5][1200/3757] lr: 1.000e-02, eta: 1 day, 7:41:26, time: 0.620, data_time: 0.004, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7711, loss_cls: 2.0223, loss: 2.0223, grad_norm: 5.1775 2020-07-25 06:17:29,961 - mmaction - INFO - Epoch [5][1220/3757] lr: 1.000e-02, eta: 1 day, 7:41:04, time: 0.623, data_time: 0.010, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.1480, loss: 2.1480, grad_norm: 5.4163 2020-07-25 06:17:42,316 - mmaction - INFO - Epoch [5][1240/3757] lr: 1.000e-02, eta: 1 day, 7:40:41, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7273, loss_cls: 2.2542, loss: 2.2542, grad_norm: 5.5255 2020-07-25 06:17:54,760 - mmaction - INFO - Epoch [5][1260/3757] lr: 1.000e-02, eta: 1 day, 7:40:18, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7523, loss_cls: 2.1227, loss: 2.1227, grad_norm: 5.3064 2020-07-25 06:18:06,993 - mmaction - INFO - Epoch [5][1280/3757] lr: 1.000e-02, eta: 1 day, 7:39:54, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.1176, loss: 2.1176, grad_norm: 5.2261 2020-07-25 06:18:19,414 - mmaction - INFO - Epoch [5][1300/3757] lr: 1.000e-02, eta: 1 day, 7:39:31, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7523, loss_cls: 2.0531, loss: 2.0531, grad_norm: 5.3027 2020-07-25 06:18:31,783 - mmaction - INFO - Epoch [5][1320/3757] lr: 1.000e-02, eta: 1 day, 7:39:09, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7508, loss_cls: 2.1225, loss: 2.1225, grad_norm: 5.3848 2020-07-25 06:18:44,132 - mmaction - INFO - Epoch [5][1340/3757] lr: 1.000e-02, eta: 1 day, 7:38:46, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7734, loss_cls: 2.0848, loss: 2.0848, grad_norm: 5.3553 2020-07-25 06:18:56,356 - mmaction - INFO - Epoch [5][1360/3757] lr: 1.000e-02, eta: 1 day, 7:38:21, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.1398, loss: 2.1398, grad_norm: 5.2349 2020-07-25 06:19:08,805 - mmaction - INFO - Epoch [5][1380/3757] lr: 1.000e-02, eta: 1 day, 7:37:58, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2199, loss: 2.2199, grad_norm: 5.3096 2020-07-25 06:19:21,116 - mmaction - INFO - Epoch [5][1400/3757] lr: 1.000e-02, eta: 1 day, 7:37:36, time: 0.622, data_time: 0.010, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7383, loss_cls: 2.1451, loss: 2.1451, grad_norm: 5.3614 2020-07-25 06:19:33,509 - mmaction - INFO - Epoch [5][1420/3757] lr: 1.000e-02, eta: 1 day, 7:37:12, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7516, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.4780 2020-07-25 06:19:45,740 - mmaction - INFO - Epoch [5][1440/3757] lr: 1.000e-02, eta: 1 day, 7:36:49, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.2899, loss: 2.2899, grad_norm: 5.5259 2020-07-25 06:19:58,277 - mmaction - INFO - Epoch [5][1460/3757] lr: 1.000e-02, eta: 1 day, 7:36:27, time: 0.622, data_time: 0.009, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7461, loss_cls: 2.1353, loss: 2.1353, grad_norm: 5.4400 2020-07-25 06:20:10,348 - mmaction - INFO - Epoch [5][1480/3757] lr: 1.000e-02, eta: 1 day, 7:36:02, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.1564, loss: 2.1564, grad_norm: 5.3277 2020-07-25 06:20:22,753 - mmaction - INFO - Epoch [5][1500/3757] lr: 1.000e-02, eta: 1 day, 7:35:39, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7570, loss_cls: 2.1254, loss: 2.1254, grad_norm: 5.2565 2020-07-25 06:20:35,043 - mmaction - INFO - Epoch [5][1520/3757] lr: 1.000e-02, eta: 1 day, 7:35:16, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.2202, loss: 2.2202, grad_norm: 5.2289 2020-07-25 06:20:47,516 - mmaction - INFO - Epoch [5][1540/3757] lr: 1.000e-02, eta: 1 day, 7:34:54, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1330, loss: 2.1330, grad_norm: 5.2769 2020-07-25 06:20:59,847 - mmaction - INFO - Epoch [5][1560/3757] lr: 1.000e-02, eta: 1 day, 7:34:32, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7523, loss_cls: 2.1591, loss: 2.1591, grad_norm: 5.3590 2020-07-25 06:21:12,169 - mmaction - INFO - Epoch [5][1580/3757] lr: 1.000e-02, eta: 1 day, 7:34:09, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.1128, loss: 2.1128, grad_norm: 5.3003 2020-07-25 06:21:24,420 - mmaction - INFO - Epoch [5][1600/3757] lr: 1.000e-02, eta: 1 day, 7:33:45, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7633, loss_cls: 2.1216, loss: 2.1216, grad_norm: 5.4227 2020-07-25 06:21:36,732 - mmaction - INFO - Epoch [5][1620/3757] lr: 1.000e-02, eta: 1 day, 7:33:21, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7445, loss_cls: 2.1532, loss: 2.1532, grad_norm: 5.5126 2020-07-25 06:21:49,035 - mmaction - INFO - Epoch [5][1640/3757] lr: 1.000e-02, eta: 1 day, 7:32:59, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.1036, loss: 2.1036, grad_norm: 5.5103 2020-07-25 06:22:01,272 - mmaction - INFO - Epoch [5][1660/3757] lr: 1.000e-02, eta: 1 day, 7:32:34, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7469, loss_cls: 2.1279, loss: 2.1279, grad_norm: 5.2326 2020-07-25 06:22:13,549 - mmaction - INFO - Epoch [5][1680/3757] lr: 1.000e-02, eta: 1 day, 7:32:11, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7594, loss_cls: 2.1472, loss: 2.1472, grad_norm: 5.3704 2020-07-25 06:22:26,059 - mmaction - INFO - Epoch [5][1700/3757] lr: 1.000e-02, eta: 1 day, 7:31:50, time: 0.624, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7273, loss_cls: 2.2818, loss: 2.2818, grad_norm: 5.5269 2020-07-25 06:22:38,283 - mmaction - INFO - Epoch [5][1720/3757] lr: 1.000e-02, eta: 1 day, 7:31:26, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7430, loss_cls: 2.1806, loss: 2.1806, grad_norm: 5.3899 2020-07-25 06:22:50,642 - mmaction - INFO - Epoch [5][1740/3757] lr: 1.000e-02, eta: 1 day, 7:31:03, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7547, loss_cls: 2.1437, loss: 2.1437, grad_norm: 5.4950 2020-07-25 06:23:02,874 - mmaction - INFO - Epoch [5][1760/3757] lr: 1.000e-02, eta: 1 day, 7:30:40, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7328, loss_cls: 2.2542, loss: 2.2542, grad_norm: 5.4335 2020-07-25 06:23:15,088 - mmaction - INFO - Epoch [5][1780/3757] lr: 1.000e-02, eta: 1 day, 7:30:15, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7625, loss_cls: 2.0429, loss: 2.0429, grad_norm: 5.3324 2020-07-25 06:23:27,233 - mmaction - INFO - Epoch [5][1800/3757] lr: 1.000e-02, eta: 1 day, 7:29:51, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7273, loss_cls: 2.2554, loss: 2.2554, grad_norm: 5.2444 2020-07-25 06:23:39,481 - mmaction - INFO - Epoch [5][1820/3757] lr: 1.000e-02, eta: 1 day, 7:29:28, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1110, loss: 2.1110, grad_norm: 5.1631 2020-07-25 06:23:51,676 - mmaction - INFO - Epoch [5][1840/3757] lr: 1.000e-02, eta: 1 day, 7:29:04, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7602, loss_cls: 2.0135, loss: 2.0135, grad_norm: 5.3632 2020-07-25 06:24:03,967 - mmaction - INFO - Epoch [5][1860/3757] lr: 1.000e-02, eta: 1 day, 7:28:40, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1350, loss: 2.1350, grad_norm: 5.4088 2020-07-25 06:24:16,026 - mmaction - INFO - Epoch [5][1880/3757] lr: 1.000e-02, eta: 1 day, 7:28:15, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7289, loss_cls: 2.2158, loss: 2.2158, grad_norm: 5.4588 2020-07-25 06:24:28,442 - mmaction - INFO - Epoch [5][1900/3757] lr: 1.000e-02, eta: 1 day, 7:27:52, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7375, loss_cls: 2.1291, loss: 2.1291, grad_norm: 5.3914 2020-07-25 06:24:40,580 - mmaction - INFO - Epoch [5][1920/3757] lr: 1.000e-02, eta: 1 day, 7:27:29, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7578, loss_cls: 2.0878, loss: 2.0878, grad_norm: 5.4039 2020-07-25 06:24:52,946 - mmaction - INFO - Epoch [5][1940/3757] lr: 1.000e-02, eta: 1 day, 7:27:06, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.0835, loss: 2.0835, grad_norm: 5.3864 2020-07-25 06:25:05,062 - mmaction - INFO - Epoch [5][1960/3757] lr: 1.000e-02, eta: 1 day, 7:26:42, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7484, loss_cls: 2.1719, loss: 2.1719, grad_norm: 5.4556 2020-07-25 06:25:17,572 - mmaction - INFO - Epoch [5][1980/3757] lr: 1.000e-02, eta: 1 day, 7:26:21, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7594, loss_cls: 2.0651, loss: 2.0651, grad_norm: 5.2997 2020-07-25 06:25:29,765 - mmaction - INFO - Epoch [5][2000/3757] lr: 1.000e-02, eta: 1 day, 7:25:58, time: 0.614, data_time: 0.010, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.1672, loss: 2.1672, grad_norm: 5.6415 2020-07-25 06:25:42,030 - mmaction - INFO - Epoch [5][2020/3757] lr: 1.000e-02, eta: 1 day, 7:25:34, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7352, loss_cls: 2.2406, loss: 2.2406, grad_norm: 5.6636 2020-07-25 06:25:54,378 - mmaction - INFO - Epoch [5][2040/3757] lr: 1.000e-02, eta: 1 day, 7:25:13, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.1723, loss: 2.1723, grad_norm: 5.4142 2020-07-25 06:26:06,794 - mmaction - INFO - Epoch [5][2060/3757] lr: 1.000e-02, eta: 1 day, 7:24:50, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7469, loss_cls: 2.2176, loss: 2.2176, grad_norm: 5.4139 2020-07-25 06:26:18,976 - mmaction - INFO - Epoch [5][2080/3757] lr: 1.000e-02, eta: 1 day, 7:24:27, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.1756, loss: 2.1756, grad_norm: 5.3750 2020-07-25 06:26:31,245 - mmaction - INFO - Epoch [5][2100/3757] lr: 1.000e-02, eta: 1 day, 7:24:04, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1181, loss: 2.1181, grad_norm: 5.3794 2020-07-25 06:26:43,395 - mmaction - INFO - Epoch [5][2120/3757] lr: 1.000e-02, eta: 1 day, 7:23:40, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7555, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.2541 2020-07-25 06:26:55,771 - mmaction - INFO - Epoch [5][2140/3757] lr: 1.000e-02, eta: 1 day, 7:23:18, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7625, loss_cls: 2.0837, loss: 2.0837, grad_norm: 5.4110 2020-07-25 06:27:08,121 - mmaction - INFO - Epoch [5][2160/3757] lr: 1.000e-02, eta: 1 day, 7:22:56, time: 0.618, data_time: 0.004, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7211, loss_cls: 2.2589, loss: 2.2589, grad_norm: 5.4765 2020-07-25 06:27:20,453 - mmaction - INFO - Epoch [5][2180/3757] lr: 1.000e-02, eta: 1 day, 7:22:33, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7594, loss_cls: 2.0836, loss: 2.0836, grad_norm: 5.3464 2020-07-25 06:27:32,791 - mmaction - INFO - Epoch [5][2200/3757] lr: 1.000e-02, eta: 1 day, 7:22:11, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7391, loss_cls: 2.2190, loss: 2.2190, grad_norm: 5.4073 2020-07-25 06:27:45,002 - mmaction - INFO - Epoch [5][2220/3757] lr: 1.000e-02, eta: 1 day, 7:21:47, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1418, loss: 2.1418, grad_norm: 5.3576 2020-07-25 06:27:57,266 - mmaction - INFO - Epoch [5][2240/3757] lr: 1.000e-02, eta: 1 day, 7:21:25, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.1142, loss: 2.1142, grad_norm: 5.3649 2020-07-25 06:28:09,806 - mmaction - INFO - Epoch [5][2260/3757] lr: 1.000e-02, eta: 1 day, 7:21:04, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7633, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.4877 2020-07-25 06:28:21,963 - mmaction - INFO - Epoch [5][2280/3757] lr: 1.000e-02, eta: 1 day, 7:20:41, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1174, loss: 2.1174, grad_norm: 5.4110 2020-07-25 06:28:34,392 - mmaction - INFO - Epoch [5][2300/3757] lr: 1.000e-02, eta: 1 day, 7:20:19, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.1182, loss: 2.1182, grad_norm: 5.2848 2020-07-25 06:28:46,600 - mmaction - INFO - Epoch [5][2320/3757] lr: 1.000e-02, eta: 1 day, 7:19:57, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7461, loss_cls: 2.1255, loss: 2.1255, grad_norm: 5.4905 2020-07-25 06:28:58,979 - mmaction - INFO - Epoch [5][2340/3757] lr: 1.000e-02, eta: 1 day, 7:19:35, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7258, loss_cls: 2.2660, loss: 2.2660, grad_norm: 5.5888 2020-07-25 06:29:11,337 - mmaction - INFO - Epoch [5][2360/3757] lr: 1.000e-02, eta: 1 day, 7:19:13, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7422, loss_cls: 2.1945, loss: 2.1945, grad_norm: 5.2815 2020-07-25 06:29:23,679 - mmaction - INFO - Epoch [5][2380/3757] lr: 1.000e-02, eta: 1 day, 7:18:50, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7492, loss_cls: 2.1202, loss: 2.1202, grad_norm: 5.3558 2020-07-25 06:29:35,925 - mmaction - INFO - Epoch [5][2400/3757] lr: 1.000e-02, eta: 1 day, 7:18:29, time: 0.619, data_time: 0.010, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7594, loss_cls: 2.1417, loss: 2.1417, grad_norm: 5.4883 2020-07-25 06:29:48,164 - mmaction - INFO - Epoch [5][2420/3757] lr: 1.000e-02, eta: 1 day, 7:18:05, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7664, loss_cls: 2.0644, loss: 2.0644, grad_norm: 5.4832 2020-07-25 06:30:00,474 - mmaction - INFO - Epoch [5][2440/3757] lr: 1.000e-02, eta: 1 day, 7:17:44, time: 0.618, data_time: 0.010, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7414, loss_cls: 2.1767, loss: 2.1767, grad_norm: 5.2066 2020-07-25 06:30:12,879 - mmaction - INFO - Epoch [5][2460/3757] lr: 1.000e-02, eta: 1 day, 7:17:22, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.1001, loss: 2.1001, grad_norm: 5.3472 2020-07-25 06:30:25,108 - mmaction - INFO - Epoch [5][2480/3757] lr: 1.000e-02, eta: 1 day, 7:17:00, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.1127, loss: 2.1127, grad_norm: 5.4664 2020-07-25 06:30:37,462 - mmaction - INFO - Epoch [5][2500/3757] lr: 1.000e-02, eta: 1 day, 7:16:37, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1761, loss: 2.1761, grad_norm: 5.3839 2020-07-25 06:30:49,874 - mmaction - INFO - Epoch [5][2520/3757] lr: 1.000e-02, eta: 1 day, 7:16:17, time: 0.623, data_time: 0.009, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7664, loss_cls: 2.1252, loss: 2.1252, grad_norm: 5.4133 2020-07-25 06:31:02,316 - mmaction - INFO - Epoch [5][2540/3757] lr: 1.000e-02, eta: 1 day, 7:15:55, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7500, loss_cls: 2.1634, loss: 2.1634, grad_norm: 5.3144 2020-07-25 06:31:14,693 - mmaction - INFO - Epoch [5][2560/3757] lr: 1.000e-02, eta: 1 day, 7:15:35, time: 0.625, data_time: 0.009, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7555, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.3690 2020-07-25 06:31:26,990 - mmaction - INFO - Epoch [5][2580/3757] lr: 1.000e-02, eta: 1 day, 7:15:13, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7414, loss_cls: 2.1798, loss: 2.1798, grad_norm: 5.5767 2020-07-25 06:31:39,437 - mmaction - INFO - Epoch [5][2600/3757] lr: 1.000e-02, eta: 1 day, 7:14:51, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7328, loss_cls: 2.2625, loss: 2.2625, grad_norm: 5.5724 2020-07-25 06:31:51,559 - mmaction - INFO - Epoch [5][2620/3757] lr: 1.000e-02, eta: 1 day, 7:14:28, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7367, loss_cls: 2.1769, loss: 2.1769, grad_norm: 5.2727 2020-07-25 06:32:03,902 - mmaction - INFO - Epoch [5][2640/3757] lr: 1.000e-02, eta: 1 day, 7:14:06, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1453, loss: 2.1453, grad_norm: 5.3490 2020-07-25 06:32:16,290 - mmaction - INFO - Epoch [5][2660/3757] lr: 1.000e-02, eta: 1 day, 7:13:45, time: 0.620, data_time: 0.004, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7219, loss_cls: 2.2135, loss: 2.2135, grad_norm: 5.4454 2020-07-25 06:32:28,718 - mmaction - INFO - Epoch [5][2680/3757] lr: 1.000e-02, eta: 1 day, 7:13:24, time: 0.620, data_time: 0.009, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7500, loss_cls: 2.1455, loss: 2.1455, grad_norm: 5.3768 2020-07-25 06:32:40,905 - mmaction - INFO - Epoch [5][2700/3757] lr: 1.000e-02, eta: 1 day, 7:13:01, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7430, loss_cls: 2.1606, loss: 2.1606, grad_norm: 5.2767 2020-07-25 06:32:53,258 - mmaction - INFO - Epoch [5][2720/3757] lr: 1.000e-02, eta: 1 day, 7:12:40, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7539, loss_cls: 2.1322, loss: 2.1322, grad_norm: 5.2671 2020-07-25 06:33:05,359 - mmaction - INFO - Epoch [5][2740/3757] lr: 1.000e-02, eta: 1 day, 7:12:16, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0698, loss: 2.0698, grad_norm: 5.3893 2020-07-25 06:33:17,763 - mmaction - INFO - Epoch [5][2760/3757] lr: 1.000e-02, eta: 1 day, 7:11:55, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7391, loss_cls: 2.1586, loss: 2.1586, grad_norm: 5.4511 2020-07-25 06:33:30,050 - mmaction - INFO - Epoch [5][2780/3757] lr: 1.000e-02, eta: 1 day, 7:11:33, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7367, loss_cls: 2.2047, loss: 2.2047, grad_norm: 5.5547 2020-07-25 06:33:42,324 - mmaction - INFO - Epoch [5][2800/3757] lr: 1.000e-02, eta: 1 day, 7:11:10, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1387, loss: 2.1387, grad_norm: 5.4506 2020-07-25 06:33:54,444 - mmaction - INFO - Epoch [5][2820/3757] lr: 1.000e-02, eta: 1 day, 7:10:47, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7656, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.3386 2020-07-25 06:34:06,845 - mmaction - INFO - Epoch [5][2840/3757] lr: 1.000e-02, eta: 1 day, 7:10:26, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.4810 2020-07-25 06:34:19,018 - mmaction - INFO - Epoch [5][2860/3757] lr: 1.000e-02, eta: 1 day, 7:10:04, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.1047, loss: 2.1047, grad_norm: 5.3771 2020-07-25 06:34:31,463 - mmaction - INFO - Epoch [5][2880/3757] lr: 1.000e-02, eta: 1 day, 7:09:43, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7414, loss_cls: 2.2080, loss: 2.2080, grad_norm: 5.3578 2020-07-25 06:34:43,734 - mmaction - INFO - Epoch [5][2900/3757] lr: 1.000e-02, eta: 1 day, 7:09:21, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7609, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.4835 2020-07-25 06:34:56,177 - mmaction - INFO - Epoch [5][2920/3757] lr: 1.000e-02, eta: 1 day, 7:09:00, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7555, loss_cls: 2.1604, loss: 2.1604, grad_norm: 5.3400 2020-07-25 06:35:08,409 - mmaction - INFO - Epoch [5][2940/3757] lr: 1.000e-02, eta: 1 day, 7:08:38, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7602, loss_cls: 2.0810, loss: 2.0810, grad_norm: 5.4237 2020-07-25 06:35:20,800 - mmaction - INFO - Epoch [5][2960/3757] lr: 1.000e-02, eta: 1 day, 7:08:18, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7328, loss_cls: 2.2435, loss: 2.2435, grad_norm: 5.4561 2020-07-25 06:35:33,180 - mmaction - INFO - Epoch [5][2980/3757] lr: 1.000e-02, eta: 1 day, 7:07:56, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.2758, loss: 2.2758, grad_norm: 5.4371 2020-07-25 06:35:45,378 - mmaction - INFO - Epoch [5][3000/3757] lr: 1.000e-02, eta: 1 day, 7:07:34, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1480, loss: 2.1480, grad_norm: 5.1876 2020-07-25 06:35:57,723 - mmaction - INFO - Epoch [5][3020/3757] lr: 1.000e-02, eta: 1 day, 7:07:13, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7555, loss_cls: 2.1241, loss: 2.1241, grad_norm: 5.3041 2020-07-25 06:36:09,914 - mmaction - INFO - Epoch [5][3040/3757] lr: 1.000e-02, eta: 1 day, 7:06:50, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7688, loss_cls: 2.0582, loss: 2.0582, grad_norm: 5.1769 2020-07-25 06:36:22,328 - mmaction - INFO - Epoch [5][3060/3757] lr: 1.000e-02, eta: 1 day, 7:06:29, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7477, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.1665 2020-07-25 06:36:34,473 - mmaction - INFO - Epoch [5][3080/3757] lr: 1.000e-02, eta: 1 day, 7:06:07, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7609, loss_cls: 2.0923, loss: 2.0923, grad_norm: 5.3667 2020-07-25 06:36:46,955 - mmaction - INFO - Epoch [5][3100/3757] lr: 1.000e-02, eta: 1 day, 7:05:47, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7570, loss_cls: 2.1286, loss: 2.1286, grad_norm: 5.4224 2020-07-25 06:36:59,131 - mmaction - INFO - Epoch [5][3120/3757] lr: 1.000e-02, eta: 1 day, 7:05:24, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7680, loss_cls: 2.0285, loss: 2.0285, grad_norm: 5.3328 2020-07-25 06:37:11,437 - mmaction - INFO - Epoch [5][3140/3757] lr: 1.000e-02, eta: 1 day, 7:05:02, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7406, loss_cls: 2.1418, loss: 2.1418, grad_norm: 5.4643 2020-07-25 06:37:23,774 - mmaction - INFO - Epoch [5][3160/3757] lr: 1.000e-02, eta: 1 day, 7:04:41, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7555, loss_cls: 2.1585, loss: 2.1585, grad_norm: 5.5659 2020-07-25 06:37:36,271 - mmaction - INFO - Epoch [5][3180/3757] lr: 1.000e-02, eta: 1 day, 7:04:22, time: 0.626, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7461, loss_cls: 2.1427, loss: 2.1427, grad_norm: 5.3861 2020-07-25 06:37:48,472 - mmaction - INFO - Epoch [5][3200/3757] lr: 1.000e-02, eta: 1 day, 7:04:00, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7539, loss_cls: 2.1022, loss: 2.1022, grad_norm: 5.3162 2020-07-25 06:38:00,777 - mmaction - INFO - Epoch [5][3220/3757] lr: 1.000e-02, eta: 1 day, 7:03:38, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7273, loss_cls: 2.2610, loss: 2.2610, grad_norm: 5.5333 2020-07-25 06:38:13,229 - mmaction - INFO - Epoch [5][3240/3757] lr: 1.000e-02, eta: 1 day, 7:03:17, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7609, loss_cls: 2.0751, loss: 2.0751, grad_norm: 5.2561 2020-07-25 06:38:25,524 - mmaction - INFO - Epoch [5][3260/3757] lr: 1.000e-02, eta: 1 day, 7:02:57, time: 0.620, data_time: 0.009, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.0834, loss: 2.0834, grad_norm: 5.2174 2020-07-25 06:38:38,014 - mmaction - INFO - Epoch [5][3280/3757] lr: 1.000e-02, eta: 1 day, 7:02:37, time: 0.623, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7609, loss_cls: 2.0968, loss: 2.0968, grad_norm: 5.4319 2020-07-25 06:38:50,172 - mmaction - INFO - Epoch [5][3300/3757] lr: 1.000e-02, eta: 1 day, 7:02:15, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7500, loss_cls: 2.1370, loss: 2.1370, grad_norm: 5.3718 2020-07-25 06:39:02,507 - mmaction - INFO - Epoch [5][3320/3757] lr: 1.000e-02, eta: 1 day, 7:01:53, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7406, loss_cls: 2.1840, loss: 2.1840, grad_norm: 5.3744 2020-07-25 06:39:14,633 - mmaction - INFO - Epoch [5][3340/3757] lr: 1.000e-02, eta: 1 day, 7:01:31, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.0989, loss: 2.0989, grad_norm: 5.3442 2020-07-25 06:39:27,042 - mmaction - INFO - Epoch [5][3360/3757] lr: 1.000e-02, eta: 1 day, 7:01:09, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1526, loss: 2.1526, grad_norm: 5.5786 2020-07-25 06:39:39,128 - mmaction - INFO - Epoch [5][3380/3757] lr: 1.000e-02, eta: 1 day, 7:00:47, time: 0.612, data_time: 0.010, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7609, loss_cls: 2.1150, loss: 2.1150, grad_norm: 5.3694 2020-07-25 06:39:51,307 - mmaction - INFO - Epoch [5][3400/3757] lr: 1.000e-02, eta: 1 day, 7:00:24, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1397, loss: 2.1397, grad_norm: 5.4008 2020-07-25 06:40:03,737 - mmaction - INFO - Epoch [5][3420/3757] lr: 1.000e-02, eta: 1 day, 7:00:04, time: 0.623, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7500, loss_cls: 2.1054, loss: 2.1054, grad_norm: 5.2830 2020-07-25 06:40:15,957 - mmaction - INFO - Epoch [5][3440/3757] lr: 1.000e-02, eta: 1 day, 6:59:43, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7516, loss_cls: 2.0343, loss: 2.0343, grad_norm: 5.4377 2020-07-25 06:40:28,297 - mmaction - INFO - Epoch [5][3460/3757] lr: 1.000e-02, eta: 1 day, 6:59:22, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7609, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.4999 2020-07-25 06:40:40,582 - mmaction - INFO - Epoch [5][3480/3757] lr: 1.000e-02, eta: 1 day, 6:59:00, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7477, loss_cls: 2.1139, loss: 2.1139, grad_norm: 5.4537 2020-07-25 06:40:53,036 - mmaction - INFO - Epoch [5][3500/3757] lr: 1.000e-02, eta: 1 day, 6:58:40, time: 0.621, data_time: 0.009, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7383, loss_cls: 2.2121, loss: 2.2121, grad_norm: 5.4505 2020-07-25 06:41:05,293 - mmaction - INFO - Epoch [5][3520/3757] lr: 1.000e-02, eta: 1 day, 6:58:19, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.0687, loss: 2.0687, grad_norm: 5.3920 2020-07-25 06:41:17,806 - mmaction - INFO - Epoch [5][3540/3757] lr: 1.000e-02, eta: 1 day, 6:58:00, time: 0.625, data_time: 0.008, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1425, loss: 2.1425, grad_norm: 5.3206 2020-07-25 06:41:30,025 - mmaction - INFO - Epoch [5][3560/3757] lr: 1.000e-02, eta: 1 day, 6:57:38, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7680, loss_cls: 2.0870, loss: 2.0870, grad_norm: 5.3753 2020-07-25 06:41:42,473 - mmaction - INFO - Epoch [5][3580/3757] lr: 1.000e-02, eta: 1 day, 6:57:18, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7602, loss_cls: 2.0963, loss: 2.0963, grad_norm: 5.1848 2020-07-25 06:41:54,706 - mmaction - INFO - Epoch [5][3600/3757] lr: 1.000e-02, eta: 1 day, 6:56:57, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7203, loss_cls: 2.2631, loss: 2.2631, grad_norm: 5.5791 2020-07-25 06:42:06,996 - mmaction - INFO - Epoch [5][3620/3757] lr: 1.000e-02, eta: 1 day, 6:56:35, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7453, loss_cls: 2.1524, loss: 2.1524, grad_norm: 5.2963 2020-07-25 06:42:19,085 - mmaction - INFO - Epoch [5][3640/3757] lr: 1.000e-02, eta: 1 day, 6:56:13, time: 0.608, data_time: 0.009, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7547, loss_cls: 2.1478, loss: 2.1478, grad_norm: 5.3636 2020-07-25 06:42:31,507 - mmaction - INFO - Epoch [5][3660/3757] lr: 1.000e-02, eta: 1 day, 6:55:52, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7414, loss_cls: 2.2119, loss: 2.2119, grad_norm: 5.6315 2020-07-25 06:42:43,590 - mmaction - INFO - Epoch [5][3680/3757] lr: 1.000e-02, eta: 1 day, 6:55:30, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7406, loss_cls: 2.2230, loss: 2.2230, grad_norm: 5.5909 2020-07-25 06:42:55,967 - mmaction - INFO - Epoch [5][3700/3757] lr: 1.000e-02, eta: 1 day, 6:55:09, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1429, loss: 2.1429, grad_norm: 5.2228 2020-07-25 06:43:08,183 - mmaction - INFO - Epoch [5][3720/3757] lr: 1.000e-02, eta: 1 day, 6:54:48, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1091, loss: 2.1091, grad_norm: 5.3097 2020-07-25 06:43:20,448 - mmaction - INFO - Epoch [5][3740/3757] lr: 1.000e-02, eta: 1 day, 6:54:26, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7703, loss_cls: 2.1057, loss: 2.1057, grad_norm: 5.2923 2020-07-25 06:43:30,860 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-07-25 06:43:52,548 - mmaction - INFO - Epoch [6][20/3757] lr: 1.000e-02, eta: 1 day, 6:53:34, time: 1.064, data_time: 0.444, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7531, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.3841 2020-07-25 06:44:04,844 - mmaction - INFO - Epoch [6][40/3757] lr: 1.000e-02, eta: 1 day, 6:53:13, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7617, loss_cls: 2.0800, loss: 2.0800, grad_norm: 5.3744 2020-07-25 06:44:17,020 - mmaction - INFO - Epoch [6][60/3757] lr: 1.000e-02, eta: 1 day, 6:52:51, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.1304, loss: 2.1304, grad_norm: 5.2983 2020-07-25 06:44:29,305 - mmaction - INFO - Epoch [6][80/3757] lr: 1.000e-02, eta: 1 day, 6:52:30, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7844, loss_cls: 1.9755, loss: 1.9755, grad_norm: 5.0768 2020-07-25 06:44:41,552 - mmaction - INFO - Epoch [6][100/3757] lr: 1.000e-02, eta: 1 day, 6:52:09, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7539, loss_cls: 2.1345, loss: 2.1345, grad_norm: 5.5040 2020-07-25 06:44:53,907 - mmaction - INFO - Epoch [6][120/3757] lr: 1.000e-02, eta: 1 day, 6:51:49, time: 0.618, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7508, loss_cls: 2.1125, loss: 2.1125, grad_norm: 5.4330 2020-07-25 06:45:06,276 - mmaction - INFO - Epoch [6][140/3757] lr: 1.000e-02, eta: 1 day, 6:51:28, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.0882, loss: 2.0882, grad_norm: 5.5002 2020-07-25 06:45:18,452 - mmaction - INFO - Epoch [6][160/3757] lr: 1.000e-02, eta: 1 day, 6:51:07, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7516, loss_cls: 2.1263, loss: 2.1263, grad_norm: 5.2814 2020-07-25 06:45:30,758 - mmaction - INFO - Epoch [6][180/3757] lr: 1.000e-02, eta: 1 day, 6:50:46, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1192, loss: 2.1192, grad_norm: 5.3803 2020-07-25 06:45:42,858 - mmaction - INFO - Epoch [6][200/3757] lr: 1.000e-02, eta: 1 day, 6:50:24, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7758, loss_cls: 2.0107, loss: 2.0107, grad_norm: 5.4958 2020-07-25 06:45:55,261 - mmaction - INFO - Epoch [6][220/3757] lr: 1.000e-02, eta: 1 day, 6:50:02, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7500, loss_cls: 2.1327, loss: 2.1327, grad_norm: 5.5199 2020-07-25 06:46:07,390 - mmaction - INFO - Epoch [6][240/3757] lr: 1.000e-02, eta: 1 day, 6:49:42, time: 0.614, data_time: 0.010, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7633, loss_cls: 2.0963, loss: 2.0963, grad_norm: 5.4114 2020-07-25 06:46:19,851 - mmaction - INFO - Epoch [6][260/3757] lr: 1.000e-02, eta: 1 day, 6:49:21, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7484, loss_cls: 2.0958, loss: 2.0958, grad_norm: 5.3958 2020-07-25 06:46:31,976 - mmaction - INFO - Epoch [6][280/3757] lr: 1.000e-02, eta: 1 day, 6:49:00, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7453, loss_cls: 2.1401, loss: 2.1401, grad_norm: 5.2716 2020-07-25 06:46:44,253 - mmaction - INFO - Epoch [6][300/3757] lr: 1.000e-02, eta: 1 day, 6:48:39, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7562, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.3349 2020-07-25 06:46:56,578 - mmaction - INFO - Epoch [6][320/3757] lr: 1.000e-02, eta: 1 day, 6:48:19, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1232, loss: 2.1232, grad_norm: 5.2323 2020-07-25 06:47:08,847 - mmaction - INFO - Epoch [6][340/3757] lr: 1.000e-02, eta: 1 day, 6:47:58, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7734, loss_cls: 1.9851, loss: 1.9851, grad_norm: 5.3781 2020-07-25 06:47:21,207 - mmaction - INFO - Epoch [6][360/3757] lr: 1.000e-02, eta: 1 day, 6:47:38, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7641, loss_cls: 2.0462, loss: 2.0462, grad_norm: 5.3393 2020-07-25 06:47:33,546 - mmaction - INFO - Epoch [6][380/3757] lr: 1.000e-02, eta: 1 day, 6:47:17, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7906, loss_cls: 1.9816, loss: 1.9816, grad_norm: 5.3649 2020-07-25 06:47:45,792 - mmaction - INFO - Epoch [6][400/3757] lr: 1.000e-02, eta: 1 day, 6:46:57, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7648, loss_cls: 2.0200, loss: 2.0200, grad_norm: 5.4488 2020-07-25 06:47:58,034 - mmaction - INFO - Epoch [6][420/3757] lr: 1.000e-02, eta: 1 day, 6:46:35, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7703, loss_cls: 2.0064, loss: 2.0064, grad_norm: 5.3448 2020-07-25 06:48:10,202 - mmaction - INFO - Epoch [6][440/3757] lr: 1.000e-02, eta: 1 day, 6:46:14, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7477, loss_cls: 2.1563, loss: 2.1563, grad_norm: 5.4966 2020-07-25 06:48:22,774 - mmaction - INFO - Epoch [6][460/3757] lr: 1.000e-02, eta: 1 day, 6:45:55, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.0829, loss: 2.0829, grad_norm: 5.2582 2020-07-25 06:48:34,982 - mmaction - INFO - Epoch [6][480/3757] lr: 1.000e-02, eta: 1 day, 6:45:35, time: 0.618, data_time: 0.010, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.0732, loss: 2.0732, grad_norm: 5.3113 2020-07-25 06:48:47,317 - mmaction - INFO - Epoch [6][500/3757] lr: 1.000e-02, eta: 1 day, 6:45:14, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1011, loss: 2.1011, grad_norm: 5.3912 2020-07-25 06:48:59,573 - mmaction - INFO - Epoch [6][520/3757] lr: 1.000e-02, eta: 1 day, 6:44:54, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7383, loss_cls: 2.1730, loss: 2.1730, grad_norm: 5.4330 2020-07-25 06:49:11,936 - mmaction - INFO - Epoch [6][540/3757] lr: 1.000e-02, eta: 1 day, 6:44:34, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7555, loss_cls: 2.0768, loss: 2.0768, grad_norm: 5.2241 2020-07-25 06:49:24,219 - mmaction - INFO - Epoch [6][560/3757] lr: 1.000e-02, eta: 1 day, 6:44:13, time: 0.613, data_time: 0.002, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7734, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.5103 2020-07-25 06:49:36,538 - mmaction - INFO - Epoch [6][580/3757] lr: 1.000e-02, eta: 1 day, 6:43:53, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7711, loss_cls: 1.9864, loss: 1.9864, grad_norm: 5.4183 2020-07-25 06:49:48,817 - mmaction - INFO - Epoch [6][600/3757] lr: 1.000e-02, eta: 1 day, 6:43:32, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7633, loss_cls: 2.0287, loss: 2.0287, grad_norm: 5.2886 2020-07-25 06:50:01,065 - mmaction - INFO - Epoch [6][620/3757] lr: 1.000e-02, eta: 1 day, 6:43:12, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1819, loss: 2.1819, grad_norm: 5.4476 2020-07-25 06:50:13,337 - mmaction - INFO - Epoch [6][640/3757] lr: 1.000e-02, eta: 1 day, 6:42:51, time: 0.613, data_time: 0.002, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7477, loss_cls: 2.1505, loss: 2.1505, grad_norm: 5.4621 2020-07-25 06:50:25,700 - mmaction - INFO - Epoch [6][660/3757] lr: 1.000e-02, eta: 1 day, 6:42:31, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5359, top5_acc: 0.7844, loss_cls: 2.0096, loss: 2.0096, grad_norm: 5.3191 2020-07-25 06:50:38,024 - mmaction - INFO - Epoch [6][680/3757] lr: 1.000e-02, eta: 1 day, 6:42:11, time: 0.616, data_time: 0.003, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7578, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.6256 2020-07-25 06:50:50,320 - mmaction - INFO - Epoch [6][700/3757] lr: 1.000e-02, eta: 1 day, 6:41:50, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7688, loss_cls: 1.9977, loss: 1.9977, grad_norm: 5.3350 2020-07-25 06:51:02,721 - mmaction - INFO - Epoch [6][720/3757] lr: 1.000e-02, eta: 1 day, 6:41:31, time: 0.623, data_time: 0.007, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7758, loss_cls: 1.9878, loss: 1.9878, grad_norm: 5.2948 2020-07-25 06:51:15,146 - mmaction - INFO - Epoch [6][740/3757] lr: 1.000e-02, eta: 1 day, 6:41:12, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 2.0384, loss: 2.0384, grad_norm: 5.4345 2020-07-25 06:51:27,278 - mmaction - INFO - Epoch [6][760/3757] lr: 1.000e-02, eta: 1 day, 6:40:51, time: 0.607, data_time: 0.002, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7570, loss_cls: 2.0709, loss: 2.0709, grad_norm: 5.2453 2020-07-25 06:51:39,627 - mmaction - INFO - Epoch [6][780/3757] lr: 1.000e-02, eta: 1 day, 6:40:30, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0353, loss: 2.0353, grad_norm: 5.2983 2020-07-25 06:51:51,888 - mmaction - INFO - Epoch [6][800/3757] lr: 1.000e-02, eta: 1 day, 6:40:10, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7648, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.4153 2020-07-25 06:52:04,330 - mmaction - INFO - Epoch [6][820/3757] lr: 1.000e-02, eta: 1 day, 6:39:50, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7727, loss_cls: 2.0256, loss: 2.0256, grad_norm: 5.2505 2020-07-25 06:52:16,716 - mmaction - INFO - Epoch [6][840/3757] lr: 1.000e-02, eta: 1 day, 6:39:32, time: 0.625, data_time: 0.009, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7453, loss_cls: 2.0841, loss: 2.0841, grad_norm: 5.3043 2020-07-25 06:52:28,941 - mmaction - INFO - Epoch [6][860/3757] lr: 1.000e-02, eta: 1 day, 6:39:11, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7508, loss_cls: 2.0975, loss: 2.0975, grad_norm: 5.4089 2020-07-25 06:52:41,097 - mmaction - INFO - Epoch [6][880/3757] lr: 1.000e-02, eta: 1 day, 6:38:49, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7500, loss_cls: 2.1035, loss: 2.1035, grad_norm: 5.4556 2020-07-25 06:52:53,451 - mmaction - INFO - Epoch [6][900/3757] lr: 1.000e-02, eta: 1 day, 6:38:29, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7531, loss_cls: 2.1207, loss: 2.1207, grad_norm: 5.5677 2020-07-25 06:53:05,651 - mmaction - INFO - Epoch [6][920/3757] lr: 1.000e-02, eta: 1 day, 6:38:09, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1026, loss: 2.1026, grad_norm: 5.4146 2020-07-25 06:53:18,091 - mmaction - INFO - Epoch [6][940/3757] lr: 1.000e-02, eta: 1 day, 6:37:50, time: 0.620, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.1773, loss: 2.1773, grad_norm: 5.3931 2020-07-25 06:53:30,394 - mmaction - INFO - Epoch [6][960/3757] lr: 1.000e-02, eta: 1 day, 6:37:30, time: 0.616, data_time: 0.004, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7555, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.3704 2020-07-25 06:53:42,769 - mmaction - INFO - Epoch [6][980/3757] lr: 1.000e-02, eta: 1 day, 6:37:11, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7695, loss_cls: 1.9735, loss: 1.9735, grad_norm: 5.2671 2020-07-25 06:53:55,190 - mmaction - INFO - Epoch [6][1000/3757] lr: 1.000e-02, eta: 1 day, 6:36:52, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7516, loss_cls: 2.1428, loss: 2.1428, grad_norm: 5.3888 2020-07-25 06:54:07,326 - mmaction - INFO - Epoch [6][1020/3757] lr: 1.000e-02, eta: 1 day, 6:36:30, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7484, loss_cls: 2.0739, loss: 2.0739, grad_norm: 5.4931 2020-07-25 06:54:19,641 - mmaction - INFO - Epoch [6][1040/3757] lr: 1.000e-02, eta: 1 day, 6:36:10, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0741, loss: 2.0741, grad_norm: 5.5717 2020-07-25 06:54:32,039 - mmaction - INFO - Epoch [6][1060/3757] lr: 1.000e-02, eta: 1 day, 6:35:51, time: 0.623, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7711, loss_cls: 2.0319, loss: 2.0319, grad_norm: 5.2923 2020-07-25 06:54:44,517 - mmaction - INFO - Epoch [6][1080/3757] lr: 1.000e-02, eta: 1 day, 6:35:32, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7672, loss_cls: 2.0612, loss: 2.0612, grad_norm: 5.3996 2020-07-25 06:54:56,791 - mmaction - INFO - Epoch [6][1100/3757] lr: 1.000e-02, eta: 1 day, 6:35:13, time: 0.616, data_time: 0.004, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7734, loss_cls: 1.9996, loss: 1.9996, grad_norm: 5.3845 2020-07-25 06:55:09,206 - mmaction - INFO - Epoch [6][1120/3757] lr: 1.000e-02, eta: 1 day, 6:34:53, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7703, loss_cls: 2.0507, loss: 2.0507, grad_norm: 5.3411 2020-07-25 06:55:21,641 - mmaction - INFO - Epoch [6][1140/3757] lr: 1.000e-02, eta: 1 day, 6:34:35, time: 0.623, data_time: 0.008, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7688, loss_cls: 2.0357, loss: 2.0357, grad_norm: 5.2617 2020-07-25 06:55:33,989 - mmaction - INFO - Epoch [6][1160/3757] lr: 1.000e-02, eta: 1 day, 6:34:14, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1120, loss: 2.1120, grad_norm: 5.4416 2020-07-25 06:55:46,146 - mmaction - INFO - Epoch [6][1180/3757] lr: 1.000e-02, eta: 1 day, 6:33:54, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.0976, loss: 2.0976, grad_norm: 5.1112 2020-07-25 06:55:58,461 - mmaction - INFO - Epoch [6][1200/3757] lr: 1.000e-02, eta: 1 day, 6:33:34, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7555, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.3319 2020-07-25 06:56:10,603 - mmaction - INFO - Epoch [6][1220/3757] lr: 1.000e-02, eta: 1 day, 6:33:13, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7641, loss_cls: 2.0237, loss: 2.0237, grad_norm: 5.2787 2020-07-25 06:56:23,067 - mmaction - INFO - Epoch [6][1240/3757] lr: 1.000e-02, eta: 1 day, 6:32:54, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7641, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.2824 2020-07-25 06:56:35,312 - mmaction - INFO - Epoch [6][1260/3757] lr: 1.000e-02, eta: 1 day, 6:32:34, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7766, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.4764 2020-07-25 06:56:47,708 - mmaction - INFO - Epoch [6][1280/3757] lr: 1.000e-02, eta: 1 day, 6:32:14, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7461, loss_cls: 2.1403, loss: 2.1403, grad_norm: 5.6271 2020-07-25 06:56:59,897 - mmaction - INFO - Epoch [6][1300/3757] lr: 1.000e-02, eta: 1 day, 6:31:55, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7594, loss_cls: 2.1066, loss: 2.1066, grad_norm: 5.4685 2020-07-25 06:57:12,263 - mmaction - INFO - Epoch [6][1320/3757] lr: 1.000e-02, eta: 1 day, 6:31:35, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7672, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.3738 2020-07-25 06:57:24,592 - mmaction - INFO - Epoch [6][1340/3757] lr: 1.000e-02, eta: 1 day, 6:31:16, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7758, loss_cls: 2.0208, loss: 2.0208, grad_norm: 5.2763 2020-07-25 06:57:37,011 - mmaction - INFO - Epoch [6][1360/3757] lr: 1.000e-02, eta: 1 day, 6:30:57, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7680, loss_cls: 2.0270, loss: 2.0270, grad_norm: 5.1784 2020-07-25 06:57:49,304 - mmaction - INFO - Epoch [6][1380/3757] lr: 1.000e-02, eta: 1 day, 6:30:37, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7180, loss_cls: 2.2393, loss: 2.2393, grad_norm: 5.3059 2020-07-25 06:58:01,539 - mmaction - INFO - Epoch [6][1400/3757] lr: 1.000e-02, eta: 1 day, 6:30:17, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7500, loss_cls: 2.1767, loss: 2.1767, grad_norm: 5.4142 2020-07-25 06:58:13,741 - mmaction - INFO - Epoch [6][1420/3757] lr: 1.000e-02, eta: 1 day, 6:29:56, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7648, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.2368 2020-07-25 06:58:25,730 - mmaction - INFO - Epoch [6][1440/3757] lr: 1.000e-02, eta: 1 day, 6:29:34, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7734, loss_cls: 2.0469, loss: 2.0469, grad_norm: 5.3243 2020-07-25 06:58:38,067 - mmaction - INFO - Epoch [6][1460/3757] lr: 1.000e-02, eta: 1 day, 6:29:15, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7633, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.3313 2020-07-25 06:58:50,258 - mmaction - INFO - Epoch [6][1480/3757] lr: 1.000e-02, eta: 1 day, 6:28:54, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7586, loss_cls: 2.0598, loss: 2.0598, grad_norm: 5.3711 2020-07-25 06:59:02,772 - mmaction - INFO - Epoch [6][1500/3757] lr: 1.000e-02, eta: 1 day, 6:28:35, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7453, loss_cls: 2.1112, loss: 2.1112, grad_norm: 5.3915 2020-07-25 06:59:14,868 - mmaction - INFO - Epoch [6][1520/3757] lr: 1.000e-02, eta: 1 day, 6:28:15, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7719, loss_cls: 2.0552, loss: 2.0552, grad_norm: 5.3288 2020-07-25 06:59:27,317 - mmaction - INFO - Epoch [6][1540/3757] lr: 1.000e-02, eta: 1 day, 6:27:55, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7562, loss_cls: 2.0777, loss: 2.0777, grad_norm: 5.4281 2020-07-25 06:59:39,459 - mmaction - INFO - Epoch [6][1560/3757] lr: 1.000e-02, eta: 1 day, 6:27:35, time: 0.613, data_time: 0.010, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7422, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.3406 2020-07-25 06:59:51,941 - mmaction - INFO - Epoch [6][1580/3757] lr: 1.000e-02, eta: 1 day, 6:27:16, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7578, loss_cls: 2.0328, loss: 2.0328, grad_norm: 4.9832 2020-07-25 07:00:05,515 - mmaction - INFO - Epoch [6][1600/3757] lr: 1.000e-02, eta: 1 day, 6:27:07, time: 0.679, data_time: 0.010, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7695, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.1719 2020-07-25 07:00:19,260 - mmaction - INFO - Epoch [6][1620/3757] lr: 1.000e-02, eta: 1 day, 6:26:59, time: 0.686, data_time: 0.015, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0753, loss: 2.0753, grad_norm: 5.2868 2020-07-25 07:00:31,553 - mmaction - INFO - Epoch [6][1640/3757] lr: 1.000e-02, eta: 1 day, 6:26:41, time: 0.622, data_time: 0.016, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.1043, loss: 2.1043, grad_norm: 5.4723 2020-07-25 07:00:43,977 - mmaction - INFO - Epoch [6][1660/3757] lr: 1.000e-02, eta: 1 day, 6:26:21, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7359, loss_cls: 2.1154, loss: 2.1154, grad_norm: 5.3645 2020-07-25 07:00:56,209 - mmaction - INFO - Epoch [6][1680/3757] lr: 1.000e-02, eta: 1 day, 6:26:02, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7641, loss_cls: 2.0583, loss: 2.0583, grad_norm: 5.3265 2020-07-25 07:01:08,660 - mmaction - INFO - Epoch [6][1700/3757] lr: 1.000e-02, eta: 1 day, 6:25:43, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.2843 2020-07-25 07:01:20,867 - mmaction - INFO - Epoch [6][1720/3757] lr: 1.000e-02, eta: 1 day, 6:25:23, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.1833 2020-07-25 07:01:33,119 - mmaction - INFO - Epoch [6][1740/3757] lr: 1.000e-02, eta: 1 day, 6:25:03, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7914, loss_cls: 1.8960, loss: 1.8960, grad_norm: 5.2750 2020-07-25 07:01:45,396 - mmaction - INFO - Epoch [6][1760/3757] lr: 1.000e-02, eta: 1 day, 6:24:44, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7250, loss_cls: 2.2506, loss: 2.2506, grad_norm: 5.6781 2020-07-25 07:01:57,762 - mmaction - INFO - Epoch [6][1780/3757] lr: 1.000e-02, eta: 1 day, 6:24:25, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7820, loss_cls: 2.0470, loss: 2.0470, grad_norm: 5.3955 2020-07-25 07:02:09,763 - mmaction - INFO - Epoch [6][1800/3757] lr: 1.000e-02, eta: 1 day, 6:24:03, time: 0.599, data_time: 0.005, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.0724, loss: 2.0724, grad_norm: 5.3663 2020-07-25 07:02:22,155 - mmaction - INFO - Epoch [6][1820/3757] lr: 1.000e-02, eta: 1 day, 6:23:44, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7453, loss_cls: 2.0730, loss: 2.0730, grad_norm: 5.3428 2020-07-25 07:02:34,357 - mmaction - INFO - Epoch [6][1840/3757] lr: 1.000e-02, eta: 1 day, 6:23:24, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7602, loss_cls: 2.0340, loss: 2.0340, grad_norm: 5.2894 2020-07-25 07:02:46,585 - mmaction - INFO - Epoch [6][1860/3757] lr: 1.000e-02, eta: 1 day, 6:23:03, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1153, loss: 2.1153, grad_norm: 5.4654 2020-07-25 07:02:58,786 - mmaction - INFO - Epoch [6][1880/3757] lr: 1.000e-02, eta: 1 day, 6:22:44, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7531, loss_cls: 2.1164, loss: 2.1164, grad_norm: 5.4670 2020-07-25 07:03:11,036 - mmaction - INFO - Epoch [6][1900/3757] lr: 1.000e-02, eta: 1 day, 6:22:23, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7531, loss_cls: 2.0991, loss: 2.0991, grad_norm: 5.4238 2020-07-25 07:03:23,100 - mmaction - INFO - Epoch [6][1920/3757] lr: 1.000e-02, eta: 1 day, 6:22:02, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7695, loss_cls: 2.0238, loss: 2.0238, grad_norm: 5.2369 2020-07-25 07:03:35,540 - mmaction - INFO - Epoch [6][1940/3757] lr: 1.000e-02, eta: 1 day, 6:21:44, time: 0.622, data_time: 0.009, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7688, loss_cls: 2.0631, loss: 2.0631, grad_norm: 5.5772 2020-07-25 07:03:47,739 - mmaction - INFO - Epoch [6][1960/3757] lr: 1.000e-02, eta: 1 day, 6:21:24, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7852, loss_cls: 1.9624, loss: 1.9624, grad_norm: 5.3820 2020-07-25 07:04:00,177 - mmaction - INFO - Epoch [6][1980/3757] lr: 1.000e-02, eta: 1 day, 6:21:05, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7531, loss_cls: 2.1012, loss: 2.1012, grad_norm: 5.3205 2020-07-25 07:04:12,529 - mmaction - INFO - Epoch [6][2000/3757] lr: 1.000e-02, eta: 1 day, 6:20:47, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 1.9944, loss: 1.9944, grad_norm: 5.3853 2020-07-25 07:04:24,915 - mmaction - INFO - Epoch [6][2020/3757] lr: 1.000e-02, eta: 1 day, 6:20:27, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1385, loss: 2.1385, grad_norm: 5.2708 2020-07-25 07:04:37,113 - mmaction - INFO - Epoch [6][2040/3757] lr: 1.000e-02, eta: 1 day, 6:20:08, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7570, loss_cls: 2.0604, loss: 2.0604, grad_norm: 5.1423 2020-07-25 07:04:49,502 - mmaction - INFO - Epoch [6][2060/3757] lr: 1.000e-02, eta: 1 day, 6:19:49, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7547, loss_cls: 2.0758, loss: 2.0758, grad_norm: 5.3162 2020-07-25 07:05:01,874 - mmaction - INFO - Epoch [6][2080/3757] lr: 1.000e-02, eta: 1 day, 6:19:31, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7477, loss_cls: 2.1597, loss: 2.1597, grad_norm: 5.4620 2020-07-25 07:05:14,096 - mmaction - INFO - Epoch [6][2100/3757] lr: 1.000e-02, eta: 1 day, 6:19:11, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7641, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.3464 2020-07-25 07:05:26,460 - mmaction - INFO - Epoch [6][2120/3757] lr: 1.000e-02, eta: 1 day, 6:18:51, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7758, loss_cls: 1.9989, loss: 1.9989, grad_norm: 5.2279 2020-07-25 07:05:38,619 - mmaction - INFO - Epoch [6][2140/3757] lr: 1.000e-02, eta: 1 day, 6:18:32, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7555, loss_cls: 2.1060, loss: 2.1060, grad_norm: 5.5099 2020-07-25 07:05:50,913 - mmaction - INFO - Epoch [6][2160/3757] lr: 1.000e-02, eta: 1 day, 6:18:12, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.4080 2020-07-25 07:06:03,195 - mmaction - INFO - Epoch [6][2180/3757] lr: 1.000e-02, eta: 1 day, 6:17:53, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7555, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.2640 2020-07-25 07:06:15,557 - mmaction - INFO - Epoch [6][2200/3757] lr: 1.000e-02, eta: 1 day, 6:17:34, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7539, loss_cls: 2.1385, loss: 2.1385, grad_norm: 5.3438 2020-07-25 07:06:27,773 - mmaction - INFO - Epoch [6][2220/3757] lr: 1.000e-02, eta: 1 day, 6:17:14, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7547, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.1138 2020-07-25 07:06:40,074 - mmaction - INFO - Epoch [6][2240/3757] lr: 1.000e-02, eta: 1 day, 6:16:55, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7703, loss_cls: 2.0327, loss: 2.0327, grad_norm: 5.2812 2020-07-25 07:06:52,378 - mmaction - INFO - Epoch [6][2260/3757] lr: 1.000e-02, eta: 1 day, 6:16:36, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7641, loss_cls: 2.0103, loss: 2.0103, grad_norm: 5.2909 2020-07-25 07:07:04,673 - mmaction - INFO - Epoch [6][2280/3757] lr: 1.000e-02, eta: 1 day, 6:16:17, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7891, loss_cls: 1.9494, loss: 1.9494, grad_norm: 5.3234 2020-07-25 07:07:17,016 - mmaction - INFO - Epoch [6][2300/3757] lr: 1.000e-02, eta: 1 day, 6:15:58, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.4429 2020-07-25 07:07:29,342 - mmaction - INFO - Epoch [6][2320/3757] lr: 1.000e-02, eta: 1 day, 6:15:39, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7492, loss_cls: 2.1794, loss: 2.1794, grad_norm: 5.2897 2020-07-25 07:07:41,640 - mmaction - INFO - Epoch [6][2340/3757] lr: 1.000e-02, eta: 1 day, 6:15:20, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7594, loss_cls: 2.0681, loss: 2.0681, grad_norm: 5.3013 2020-07-25 07:07:53,976 - mmaction - INFO - Epoch [6][2360/3757] lr: 1.000e-02, eta: 1 day, 6:15:01, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7602, loss_cls: 2.0297, loss: 2.0297, grad_norm: 5.4015 2020-07-25 07:08:06,253 - mmaction - INFO - Epoch [6][2380/3757] lr: 1.000e-02, eta: 1 day, 6:14:42, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.4577 2020-07-25 07:08:18,617 - mmaction - INFO - Epoch [6][2400/3757] lr: 1.000e-02, eta: 1 day, 6:14:23, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0327, loss: 2.0327, grad_norm: 5.3527 2020-07-25 07:08:30,970 - mmaction - INFO - Epoch [6][2420/3757] lr: 1.000e-02, eta: 1 day, 6:14:05, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1437, loss: 2.1437, grad_norm: 5.1471 2020-07-25 07:08:43,433 - mmaction - INFO - Epoch [6][2440/3757] lr: 1.000e-02, eta: 1 day, 6:13:46, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7750, loss_cls: 2.0253, loss: 2.0253, grad_norm: 5.3217 2020-07-25 07:08:55,579 - mmaction - INFO - Epoch [6][2460/3757] lr: 1.000e-02, eta: 1 day, 6:13:27, time: 0.614, data_time: 0.010, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7422, loss_cls: 2.1529, loss: 2.1529, grad_norm: 5.2181 2020-07-25 07:09:07,863 - mmaction - INFO - Epoch [6][2480/3757] lr: 1.000e-02, eta: 1 day, 6:13:07, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7727, loss_cls: 1.9876, loss: 1.9876, grad_norm: 5.1615 2020-07-25 07:09:20,117 - mmaction - INFO - Epoch [6][2500/3757] lr: 1.000e-02, eta: 1 day, 6:12:48, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7516, loss_cls: 2.1413, loss: 2.1413, grad_norm: 5.5250 2020-07-25 07:09:32,437 - mmaction - INFO - Epoch [6][2520/3757] lr: 1.000e-02, eta: 1 day, 6:12:29, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7461, loss_cls: 2.0848, loss: 2.0848, grad_norm: 5.2728 2020-07-25 07:09:44,655 - mmaction - INFO - Epoch [6][2540/3757] lr: 1.000e-02, eta: 1 day, 6:12:10, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7688, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.3154 2020-07-25 07:09:56,967 - mmaction - INFO - Epoch [6][2560/3757] lr: 1.000e-02, eta: 1 day, 6:11:51, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.1062, loss: 2.1062, grad_norm: 5.4040 2020-07-25 07:10:09,360 - mmaction - INFO - Epoch [6][2580/3757] lr: 1.000e-02, eta: 1 day, 6:11:33, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7703, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.3077 2020-07-25 07:10:21,732 - mmaction - INFO - Epoch [6][2600/3757] lr: 1.000e-02, eta: 1 day, 6:11:13, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7656, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.3462 2020-07-25 07:10:33,902 - mmaction - INFO - Epoch [6][2620/3757] lr: 1.000e-02, eta: 1 day, 6:10:54, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7477, loss_cls: 2.1615, loss: 2.1615, grad_norm: 5.6137 2020-07-25 07:10:46,426 - mmaction - INFO - Epoch [6][2640/3757] lr: 1.000e-02, eta: 1 day, 6:10:36, time: 0.623, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7531, loss_cls: 2.0934, loss: 2.0934, grad_norm: 5.3422 2020-07-25 07:10:58,651 - mmaction - INFO - Epoch [6][2660/3757] lr: 1.000e-02, eta: 1 day, 6:10:18, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7492, loss_cls: 2.1027, loss: 2.1027, grad_norm: 5.2784 2020-07-25 07:11:10,961 - mmaction - INFO - Epoch [6][2680/3757] lr: 1.000e-02, eta: 1 day, 6:09:58, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7539, loss_cls: 2.1152, loss: 2.1152, grad_norm: 5.4683 2020-07-25 07:11:23,083 - mmaction - INFO - Epoch [6][2700/3757] lr: 1.000e-02, eta: 1 day, 6:09:39, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7633, loss_cls: 2.0943, loss: 2.0943, grad_norm: 5.3421 2020-07-25 07:11:35,631 - mmaction - INFO - Epoch [6][2720/3757] lr: 1.000e-02, eta: 1 day, 6:09:21, time: 0.623, data_time: 0.007, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7703, loss_cls: 2.0142, loss: 2.0142, grad_norm: 5.3452 2020-07-25 07:11:47,883 - mmaction - INFO - Epoch [6][2740/3757] lr: 1.000e-02, eta: 1 day, 6:09:02, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7641, loss_cls: 1.9789, loss: 1.9789, grad_norm: 5.2455 2020-07-25 07:12:00,391 - mmaction - INFO - Epoch [6][2760/3757] lr: 1.000e-02, eta: 1 day, 6:08:44, time: 0.623, data_time: 0.009, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7570, loss_cls: 2.1047, loss: 2.1047, grad_norm: 5.3144 2020-07-25 07:12:12,714 - mmaction - INFO - Epoch [6][2780/3757] lr: 1.000e-02, eta: 1 day, 6:08:26, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0903, loss: 2.0903, grad_norm: 5.3617 2020-07-25 07:12:24,995 - mmaction - INFO - Epoch [6][2800/3757] lr: 1.000e-02, eta: 1 day, 6:08:07, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.0875, loss: 2.0875, grad_norm: 5.2058 2020-07-25 07:12:37,189 - mmaction - INFO - Epoch [6][2820/3757] lr: 1.000e-02, eta: 1 day, 6:07:48, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.0938, loss: 2.0938, grad_norm: 5.1538 2020-07-25 07:12:49,483 - mmaction - INFO - Epoch [6][2840/3757] lr: 1.000e-02, eta: 1 day, 6:07:29, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.0850, loss: 2.0850, grad_norm: 5.3705 2020-07-25 07:13:01,882 - mmaction - INFO - Epoch [6][2860/3757] lr: 1.000e-02, eta: 1 day, 6:07:11, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7562, loss_cls: 2.0461, loss: 2.0461, grad_norm: 5.2942 2020-07-25 07:13:14,037 - mmaction - INFO - Epoch [6][2880/3757] lr: 1.000e-02, eta: 1 day, 6:06:51, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7781, loss_cls: 2.0618, loss: 2.0618, grad_norm: 5.4126 2020-07-25 07:13:26,521 - mmaction - INFO - Epoch [6][2900/3757] lr: 1.000e-02, eta: 1 day, 6:06:33, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7648, loss_cls: 2.0702, loss: 2.0702, grad_norm: 5.3774 2020-07-25 07:13:38,712 - mmaction - INFO - Epoch [6][2920/3757] lr: 1.000e-02, eta: 1 day, 6:06:14, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7461, loss_cls: 2.1420, loss: 2.1420, grad_norm: 5.3863 2020-07-25 07:13:50,939 - mmaction - INFO - Epoch [6][2940/3757] lr: 1.000e-02, eta: 1 day, 6:05:54, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7734, loss_cls: 2.0313, loss: 2.0313, grad_norm: 5.2993 2020-07-25 07:14:03,155 - mmaction - INFO - Epoch [6][2960/3757] lr: 1.000e-02, eta: 1 day, 6:05:35, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7469, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.4100 2020-07-25 07:14:15,491 - mmaction - INFO - Epoch [6][2980/3757] lr: 1.000e-02, eta: 1 day, 6:05:16, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7727, loss_cls: 2.0637, loss: 2.0637, grad_norm: 5.1471 2020-07-25 07:14:27,697 - mmaction - INFO - Epoch [6][3000/3757] lr: 1.000e-02, eta: 1 day, 6:04:57, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7422, loss_cls: 2.1695, loss: 2.1695, grad_norm: 5.3606 2020-07-25 07:14:39,952 - mmaction - INFO - Epoch [6][3020/3757] lr: 1.000e-02, eta: 1 day, 6:04:38, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7570, loss_cls: 2.0616, loss: 2.0616, grad_norm: 5.2526 2020-07-25 07:14:52,227 - mmaction - INFO - Epoch [6][3040/3757] lr: 1.000e-02, eta: 1 day, 6:04:19, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7492, loss_cls: 2.1330, loss: 2.1330, grad_norm: 5.4081 2020-07-25 07:15:04,553 - mmaction - INFO - Epoch [6][3060/3757] lr: 1.000e-02, eta: 1 day, 6:04:01, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7180, loss_cls: 2.2240, loss: 2.2240, grad_norm: 5.4831 2020-07-25 07:15:16,901 - mmaction - INFO - Epoch [6][3080/3757] lr: 1.000e-02, eta: 1 day, 6:03:43, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.1078, loss: 2.1078, grad_norm: 5.3394 2020-07-25 07:15:29,225 - mmaction - INFO - Epoch [6][3100/3757] lr: 1.000e-02, eta: 1 day, 6:03:24, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7445, loss_cls: 2.1153, loss: 2.1153, grad_norm: 5.3957 2020-07-25 07:15:41,419 - mmaction - INFO - Epoch [6][3120/3757] lr: 1.000e-02, eta: 1 day, 6:03:05, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.0566, loss: 2.0566, grad_norm: 5.2209 2020-07-25 07:15:53,855 - mmaction - INFO - Epoch [6][3140/3757] lr: 1.000e-02, eta: 1 day, 6:02:47, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7672, loss_cls: 2.0189, loss: 2.0189, grad_norm: 5.0963 2020-07-25 07:16:06,141 - mmaction - INFO - Epoch [6][3160/3757] lr: 1.000e-02, eta: 1 day, 6:02:29, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1329, loss: 2.1329, grad_norm: 5.3427 2020-07-25 07:16:18,601 - mmaction - INFO - Epoch [6][3180/3757] lr: 1.000e-02, eta: 1 day, 6:02:11, time: 0.621, data_time: 0.005, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7633, loss_cls: 2.1127, loss: 2.1127, grad_norm: 5.2968 2020-07-25 07:16:30,851 - mmaction - INFO - Epoch [6][3200/3757] lr: 1.000e-02, eta: 1 day, 6:01:52, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 2.0340, loss: 2.0340, grad_norm: 5.2564 2020-07-25 07:16:43,125 - mmaction - INFO - Epoch [6][3220/3757] lr: 1.000e-02, eta: 1 day, 6:01:33, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7695, loss_cls: 2.0894, loss: 2.0894, grad_norm: 5.2030 2020-07-25 07:16:55,435 - mmaction - INFO - Epoch [6][3240/3757] lr: 1.000e-02, eta: 1 day, 6:01:15, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7438, loss_cls: 2.1023, loss: 2.1023, grad_norm: 5.2644 2020-07-25 07:17:07,799 - mmaction - INFO - Epoch [6][3260/3757] lr: 1.000e-02, eta: 1 day, 6:00:56, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.4043 2020-07-25 07:17:20,130 - mmaction - INFO - Epoch [6][3280/3757] lr: 1.000e-02, eta: 1 day, 6:00:38, time: 0.620, data_time: 0.009, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7695, loss_cls: 1.9333, loss: 1.9333, grad_norm: 5.1603 2020-07-25 07:17:32,366 - mmaction - INFO - Epoch [6][3300/3757] lr: 1.000e-02, eta: 1 day, 6:00:19, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7453, loss_cls: 2.1007, loss: 2.1007, grad_norm: 5.2122 2020-07-25 07:17:44,546 - mmaction - INFO - Epoch [6][3320/3757] lr: 1.000e-02, eta: 1 day, 6:00:00, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7703, loss_cls: 2.0693, loss: 2.0693, grad_norm: 5.3364 2020-07-25 07:17:56,677 - mmaction - INFO - Epoch [6][3340/3757] lr: 1.000e-02, eta: 1 day, 5:59:40, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7742, loss_cls: 2.0263, loss: 2.0263, grad_norm: 5.2044 2020-07-25 07:18:09,115 - mmaction - INFO - Epoch [6][3360/3757] lr: 1.000e-02, eta: 1 day, 5:59:22, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7633, loss_cls: 2.0783, loss: 2.0783, grad_norm: 5.3732 2020-07-25 07:18:21,372 - mmaction - INFO - Epoch [6][3380/3757] lr: 1.000e-02, eta: 1 day, 5:59:04, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7484, loss_cls: 2.1364, loss: 2.1364, grad_norm: 5.3334 2020-07-25 07:18:33,674 - mmaction - INFO - Epoch [6][3400/3757] lr: 1.000e-02, eta: 1 day, 5:58:45, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7414, loss_cls: 2.1667, loss: 2.1667, grad_norm: 5.1669 2020-07-25 07:18:45,968 - mmaction - INFO - Epoch [6][3420/3757] lr: 1.000e-02, eta: 1 day, 5:58:27, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7672, loss_cls: 2.0382, loss: 2.0382, grad_norm: 5.2109 2020-07-25 07:18:58,252 - mmaction - INFO - Epoch [6][3440/3757] lr: 1.000e-02, eta: 1 day, 5:58:08, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7742, loss_cls: 1.9703, loss: 1.9703, grad_norm: 5.3234 2020-07-25 07:19:10,355 - mmaction - INFO - Epoch [6][3460/3757] lr: 1.000e-02, eta: 1 day, 5:57:48, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7609, loss_cls: 1.9888, loss: 1.9888, grad_norm: 5.2562 2020-07-25 07:19:22,761 - mmaction - INFO - Epoch [6][3480/3757] lr: 1.000e-02, eta: 1 day, 5:57:30, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7586, loss_cls: 2.0870, loss: 2.0870, grad_norm: 5.4988 2020-07-25 07:19:35,009 - mmaction - INFO - Epoch [6][3500/3757] lr: 1.000e-02, eta: 1 day, 5:57:12, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7680, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.2326 2020-07-25 07:19:47,433 - mmaction - INFO - Epoch [6][3520/3757] lr: 1.000e-02, eta: 1 day, 5:56:53, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7445, loss_cls: 2.0331, loss: 2.0331, grad_norm: 5.2500 2020-07-25 07:20:00,049 - mmaction - INFO - Epoch [6][3540/3757] lr: 1.000e-02, eta: 1 day, 5:56:38, time: 0.637, data_time: 0.009, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7773, loss_cls: 2.0743, loss: 2.0743, grad_norm: 5.5075 2020-07-25 07:20:12,386 - mmaction - INFO - Epoch [6][3560/3757] lr: 1.000e-02, eta: 1 day, 5:56:20, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7492, loss_cls: 2.1678, loss: 2.1678, grad_norm: 5.5187 2020-07-25 07:20:24,575 - mmaction - INFO - Epoch [6][3580/3757] lr: 1.000e-02, eta: 1 day, 5:56:01, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7547, loss_cls: 2.1134, loss: 2.1134, grad_norm: 5.3399 2020-07-25 07:20:36,969 - mmaction - INFO - Epoch [6][3600/3757] lr: 1.000e-02, eta: 1 day, 5:55:42, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7719, loss_cls: 2.0265, loss: 2.0265, grad_norm: 5.2496 2020-07-25 07:20:49,130 - mmaction - INFO - Epoch [6][3620/3757] lr: 1.000e-02, eta: 1 day, 5:55:24, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7719, loss_cls: 2.0118, loss: 2.0118, grad_norm: 5.3021 2020-07-25 07:21:01,496 - mmaction - INFO - Epoch [6][3640/3757] lr: 1.000e-02, eta: 1 day, 5:55:05, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7227, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.4473 2020-07-25 07:21:13,666 - mmaction - INFO - Epoch [6][3660/3757] lr: 1.000e-02, eta: 1 day, 5:54:47, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7523, loss_cls: 2.1146, loss: 2.1146, grad_norm: 5.2945 2020-07-25 07:21:25,858 - mmaction - INFO - Epoch [6][3680/3757] lr: 1.000e-02, eta: 1 day, 5:54:28, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7602, loss_cls: 2.0855, loss: 2.0855, grad_norm: 5.1275 2020-07-25 07:21:38,179 - mmaction - INFO - Epoch [6][3700/3757] lr: 1.000e-02, eta: 1 day, 5:54:09, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7641, loss_cls: 2.0742, loss: 2.0742, grad_norm: 5.1918 2020-07-25 07:21:50,313 - mmaction - INFO - Epoch [6][3720/3757] lr: 1.000e-02, eta: 1 day, 5:53:50, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.1964, loss: 2.1964, grad_norm: 5.3852 2020-07-25 07:22:02,620 - mmaction - INFO - Epoch [6][3740/3757] lr: 1.000e-02, eta: 1 day, 5:53:31, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7625, loss_cls: 2.0739, loss: 2.0739, grad_norm: 5.1563 2020-07-25 07:22:13,031 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-07-25 07:22:38,962 - mmaction - INFO - Epoch [7][20/3757] lr: 1.000e-02, eta: 1 day, 5:53:17, time: 1.269, data_time: 0.650, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 1.9850, loss: 1.9850, grad_norm: 5.0830 2020-07-25 07:22:50,985 - mmaction - INFO - Epoch [7][40/3757] lr: 1.000e-02, eta: 1 day, 5:52:56, time: 0.601, data_time: 0.002, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7672, loss_cls: 2.0356, loss: 2.0356, grad_norm: 5.3405 2020-07-25 07:23:03,322 - mmaction - INFO - Epoch [7][60/3757] lr: 1.000e-02, eta: 1 day, 5:52:38, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7617, loss_cls: 2.0186, loss: 2.0186, grad_norm: 5.2104 2020-07-25 07:23:15,466 - mmaction - INFO - Epoch [7][80/3757] lr: 1.000e-02, eta: 1 day, 5:52:19, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7820, loss_cls: 1.9938, loss: 1.9938, grad_norm: 5.2349 2020-07-25 07:23:27,909 - mmaction - INFO - Epoch [7][100/3757] lr: 1.000e-02, eta: 1 day, 5:52:02, time: 0.623, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7430, loss_cls: 2.0792, loss: 2.0792, grad_norm: 5.3190 2020-07-25 07:23:40,198 - mmaction - INFO - Epoch [7][120/3757] lr: 1.000e-02, eta: 1 day, 5:51:43, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7688, loss_cls: 1.9977, loss: 1.9977, grad_norm: 5.1321 2020-07-25 07:23:52,410 - mmaction - INFO - Epoch [7][140/3757] lr: 1.000e-02, eta: 1 day, 5:51:24, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7906, loss_cls: 1.9561, loss: 1.9561, grad_norm: 5.1876 2020-07-25 07:24:04,644 - mmaction - INFO - Epoch [7][160/3757] lr: 1.000e-02, eta: 1 day, 5:51:06, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7625, loss_cls: 2.0816, loss: 2.0816, grad_norm: 5.3428 2020-07-25 07:24:16,841 - mmaction - INFO - Epoch [7][180/3757] lr: 1.000e-02, eta: 1 day, 5:50:47, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7672, loss_cls: 1.9719, loss: 1.9719, grad_norm: 5.0411 2020-07-25 07:24:29,060 - mmaction - INFO - Epoch [7][200/3757] lr: 1.000e-02, eta: 1 day, 5:50:28, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7773, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.4664 2020-07-25 07:24:41,294 - mmaction - INFO - Epoch [7][220/3757] lr: 1.000e-02, eta: 1 day, 5:50:09, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7773, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.3899 2020-07-25 07:24:53,387 - mmaction - INFO - Epoch [7][240/3757] lr: 1.000e-02, eta: 1 day, 5:49:50, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7711, loss_cls: 2.0834, loss: 2.0834, grad_norm: 5.2625 2020-07-25 07:25:05,730 - mmaction - INFO - Epoch [7][260/3757] lr: 1.000e-02, eta: 1 day, 5:49:31, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7664, loss_cls: 2.0059, loss: 2.0059, grad_norm: 5.2347 2020-07-25 07:25:17,832 - mmaction - INFO - Epoch [7][280/3757] lr: 1.000e-02, eta: 1 day, 5:49:12, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7734, loss_cls: 2.0505, loss: 2.0505, grad_norm: 5.4809 2020-07-25 07:25:30,095 - mmaction - INFO - Epoch [7][300/3757] lr: 1.000e-02, eta: 1 day, 5:48:53, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7758, loss_cls: 2.0206, loss: 2.0206, grad_norm: 5.4504 2020-07-25 07:25:42,424 - mmaction - INFO - Epoch [7][320/3757] lr: 1.000e-02, eta: 1 day, 5:48:36, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7648, loss_cls: 2.0129, loss: 2.0129, grad_norm: 5.1934 2020-07-25 07:25:54,781 - mmaction - INFO - Epoch [7][340/3757] lr: 1.000e-02, eta: 1 day, 5:48:18, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7922, loss_cls: 1.9367, loss: 1.9367, grad_norm: 5.2031 2020-07-25 07:26:06,903 - mmaction - INFO - Epoch [7][360/3757] lr: 1.000e-02, eta: 1 day, 5:47:59, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7766, loss_cls: 1.9805, loss: 1.9805, grad_norm: 5.1968 2020-07-25 07:26:19,197 - mmaction - INFO - Epoch [7][380/3757] lr: 1.000e-02, eta: 1 day, 5:47:40, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7742, loss_cls: 1.9707, loss: 1.9707, grad_norm: 5.2732 2020-07-25 07:26:31,339 - mmaction - INFO - Epoch [7][400/3757] lr: 1.000e-02, eta: 1 day, 5:47:22, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7594, loss_cls: 2.1136, loss: 2.1136, grad_norm: 5.4308 2020-07-25 07:26:43,594 - mmaction - INFO - Epoch [7][420/3757] lr: 1.000e-02, eta: 1 day, 5:47:03, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7672, loss_cls: 1.9791, loss: 1.9791, grad_norm: 5.3906 2020-07-25 07:26:55,766 - mmaction - INFO - Epoch [7][440/3757] lr: 1.000e-02, eta: 1 day, 5:46:44, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7773, loss_cls: 1.9537, loss: 1.9537, grad_norm: 5.2857 2020-07-25 07:27:08,222 - mmaction - INFO - Epoch [7][460/3757] lr: 1.000e-02, eta: 1 day, 5:46:27, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.5273, top5_acc: 0.7797, loss_cls: 1.9624, loss: 1.9624, grad_norm: 5.4169 2020-07-25 07:27:20,533 - mmaction - INFO - Epoch [7][480/3757] lr: 1.000e-02, eta: 1 day, 5:46:09, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7750, loss_cls: 2.0014, loss: 2.0014, grad_norm: 5.3692 2020-07-25 07:27:32,982 - mmaction - INFO - Epoch [7][500/3757] lr: 1.000e-02, eta: 1 day, 5:45:52, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7648, loss_cls: 2.0718, loss: 2.0718, grad_norm: 5.4351 2020-07-25 07:27:45,092 - mmaction - INFO - Epoch [7][520/3757] lr: 1.000e-02, eta: 1 day, 5:45:33, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7758, loss_cls: 1.9887, loss: 1.9887, grad_norm: 5.2714 2020-07-25 07:27:57,402 - mmaction - INFO - Epoch [7][540/3757] lr: 1.000e-02, eta: 1 day, 5:45:15, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7719, loss_cls: 1.9618, loss: 1.9618, grad_norm: 5.2460 2020-07-25 07:28:09,560 - mmaction - INFO - Epoch [7][560/3757] lr: 1.000e-02, eta: 1 day, 5:44:56, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7703, loss_cls: 1.9528, loss: 1.9528, grad_norm: 5.2414 2020-07-25 07:28:21,918 - mmaction - INFO - Epoch [7][580/3757] lr: 1.000e-02, eta: 1 day, 5:44:38, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7609, loss_cls: 1.9730, loss: 1.9730, grad_norm: 5.4792 2020-07-25 07:28:34,061 - mmaction - INFO - Epoch [7][600/3757] lr: 1.000e-02, eta: 1 day, 5:44:19, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7844, loss_cls: 1.9766, loss: 1.9766, grad_norm: 5.3087 2020-07-25 07:28:46,345 - mmaction - INFO - Epoch [7][620/3757] lr: 1.000e-02, eta: 1 day, 5:44:01, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7703, loss_cls: 1.9498, loss: 1.9498, grad_norm: 5.2916 2020-07-25 07:28:58,544 - mmaction - INFO - Epoch [7][640/3757] lr: 1.000e-02, eta: 1 day, 5:43:43, time: 0.610, data_time: 0.002, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7633, loss_cls: 2.0731, loss: 2.0731, grad_norm: 5.5019 2020-07-25 07:29:10,938 - mmaction - INFO - Epoch [7][660/3757] lr: 1.000e-02, eta: 1 day, 5:43:24, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7516, loss_cls: 2.0582, loss: 2.0582, grad_norm: 5.2475 2020-07-25 07:29:23,110 - mmaction - INFO - Epoch [7][680/3757] lr: 1.000e-02, eta: 1 day, 5:43:06, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7578, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.3308 2020-07-25 07:29:35,543 - mmaction - INFO - Epoch [7][700/3757] lr: 1.000e-02, eta: 1 day, 5:42:49, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7547, loss_cls: 2.0500, loss: 2.0500, grad_norm: 5.3011 2020-07-25 07:29:47,727 - mmaction - INFO - Epoch [7][720/3757] lr: 1.000e-02, eta: 1 day, 5:42:31, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7891, loss_cls: 1.9603, loss: 1.9603, grad_norm: 5.4231 2020-07-25 07:30:00,049 - mmaction - INFO - Epoch [7][740/3757] lr: 1.000e-02, eta: 1 day, 5:42:13, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5359, top5_acc: 0.7883, loss_cls: 1.9195, loss: 1.9195, grad_norm: 5.2822 2020-07-25 07:30:12,184 - mmaction - INFO - Epoch [7][760/3757] lr: 1.000e-02, eta: 1 day, 5:41:54, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7836, loss_cls: 1.9855, loss: 1.9855, grad_norm: 5.3181 2020-07-25 07:30:24,539 - mmaction - INFO - Epoch [7][780/3757] lr: 1.000e-02, eta: 1 day, 5:41:36, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7836, loss_cls: 1.9665, loss: 1.9665, grad_norm: 5.4346 2020-07-25 07:30:36,840 - mmaction - INFO - Epoch [7][800/3757] lr: 1.000e-02, eta: 1 day, 5:41:18, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7633, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.4244 2020-07-25 07:30:49,250 - mmaction - INFO - Epoch [7][820/3757] lr: 1.000e-02, eta: 1 day, 5:41:01, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7578, loss_cls: 2.0682, loss: 2.0682, grad_norm: 5.4674 2020-07-25 07:31:01,424 - mmaction - INFO - Epoch [7][840/3757] lr: 1.000e-02, eta: 1 day, 5:40:42, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7633, loss_cls: 2.0538, loss: 2.0538, grad_norm: 5.2014 2020-07-25 07:31:13,747 - mmaction - INFO - Epoch [7][860/3757] lr: 1.000e-02, eta: 1 day, 5:40:25, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7625, loss_cls: 2.0379, loss: 2.0379, grad_norm: 5.2889 2020-07-25 07:31:25,902 - mmaction - INFO - Epoch [7][880/3757] lr: 1.000e-02, eta: 1 day, 5:40:06, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7547, loss_cls: 2.1105, loss: 2.1105, grad_norm: 5.4788 2020-07-25 07:31:38,447 - mmaction - INFO - Epoch [7][900/3757] lr: 1.000e-02, eta: 1 day, 5:39:50, time: 0.625, data_time: 0.007, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7680, loss_cls: 2.0295, loss: 2.0295, grad_norm: 5.4713 2020-07-25 07:31:50,582 - mmaction - INFO - Epoch [7][920/3757] lr: 1.000e-02, eta: 1 day, 5:39:31, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 2.0449, loss: 2.0449, grad_norm: 5.5452 2020-07-25 07:32:03,064 - mmaction - INFO - Epoch [7][940/3757] lr: 1.000e-02, eta: 1 day, 5:39:14, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0352, loss: 2.0352, grad_norm: 5.3526 2020-07-25 07:32:15,296 - mmaction - INFO - Epoch [7][960/3757] lr: 1.000e-02, eta: 1 day, 5:38:56, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7656, loss_cls: 2.0146, loss: 2.0146, grad_norm: 5.4165 2020-07-25 07:32:27,668 - mmaction - INFO - Epoch [7][980/3757] lr: 1.000e-02, eta: 1 day, 5:38:39, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7867, loss_cls: 1.9851, loss: 1.9851, grad_norm: 5.2413 2020-07-25 07:32:39,967 - mmaction - INFO - Epoch [7][1000/3757] lr: 1.000e-02, eta: 1 day, 5:38:21, time: 0.615, data_time: 0.004, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7758, loss_cls: 2.0223, loss: 2.0223, grad_norm: 5.3821 2020-07-25 07:32:52,297 - mmaction - INFO - Epoch [7][1020/3757] lr: 1.000e-02, eta: 1 day, 5:38:03, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7555, loss_cls: 2.0167, loss: 2.0167, grad_norm: 5.2900 2020-07-25 07:33:04,633 - mmaction - INFO - Epoch [7][1040/3757] lr: 1.000e-02, eta: 1 day, 5:37:46, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7633, loss_cls: 2.0224, loss: 2.0224, grad_norm: 5.3316 2020-07-25 07:33:16,989 - mmaction - INFO - Epoch [7][1060/3757] lr: 1.000e-02, eta: 1 day, 5:37:28, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7742, loss_cls: 2.0059, loss: 2.0059, grad_norm: 5.3213 2020-07-25 07:33:29,207 - mmaction - INFO - Epoch [7][1080/3757] lr: 1.000e-02, eta: 1 day, 5:37:10, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7852, loss_cls: 1.9851, loss: 1.9851, grad_norm: 5.3646 2020-07-25 07:33:41,493 - mmaction - INFO - Epoch [7][1100/3757] lr: 1.000e-02, eta: 1 day, 5:36:52, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7773, loss_cls: 1.9528, loss: 1.9528, grad_norm: 5.1225 2020-07-25 07:33:53,675 - mmaction - INFO - Epoch [7][1120/3757] lr: 1.000e-02, eta: 1 day, 5:36:34, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7633, loss_cls: 2.0846, loss: 2.0846, grad_norm: 5.3804 2020-07-25 07:34:05,998 - mmaction - INFO - Epoch [7][1140/3757] lr: 1.000e-02, eta: 1 day, 5:36:16, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7609, loss_cls: 1.9954, loss: 1.9954, grad_norm: 5.2481 2020-07-25 07:34:18,333 - mmaction - INFO - Epoch [7][1160/3757] lr: 1.000e-02, eta: 1 day, 5:35:58, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7891, loss_cls: 1.9728, loss: 1.9728, grad_norm: 5.3066 2020-07-25 07:34:30,675 - mmaction - INFO - Epoch [7][1180/3757] lr: 1.000e-02, eta: 1 day, 5:35:41, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7836, loss_cls: 1.9580, loss: 1.9580, grad_norm: 5.3256 2020-07-25 07:34:42,861 - mmaction - INFO - Epoch [7][1200/3757] lr: 1.000e-02, eta: 1 day, 5:35:23, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7664, loss_cls: 2.0191, loss: 2.0191, grad_norm: 5.3119 2020-07-25 07:34:55,143 - mmaction - INFO - Epoch [7][1220/3757] lr: 1.000e-02, eta: 1 day, 5:35:04, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7625, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.3313 2020-07-25 07:35:07,270 - mmaction - INFO - Epoch [7][1240/3757] lr: 1.000e-02, eta: 1 day, 5:34:46, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7594, loss_cls: 2.1194, loss: 2.1194, grad_norm: 5.3761 2020-07-25 07:35:19,543 - mmaction - INFO - Epoch [7][1260/3757] lr: 1.000e-02, eta: 1 day, 5:34:27, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7633, loss_cls: 2.0002, loss: 2.0002, grad_norm: 5.2430 2020-07-25 07:35:31,635 - mmaction - INFO - Epoch [7][1280/3757] lr: 1.000e-02, eta: 1 day, 5:34:09, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7617, loss_cls: 2.0135, loss: 2.0135, grad_norm: 5.1874 2020-07-25 07:35:44,083 - mmaction - INFO - Epoch [7][1300/3757] lr: 1.000e-02, eta: 1 day, 5:33:51, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.2889 2020-07-25 07:35:56,272 - mmaction - INFO - Epoch [7][1320/3757] lr: 1.000e-02, eta: 1 day, 5:33:34, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7648, loss_cls: 2.0210, loss: 2.0210, grad_norm: 5.2065 2020-07-25 07:36:08,623 - mmaction - INFO - Epoch [7][1340/3757] lr: 1.000e-02, eta: 1 day, 5:33:16, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 2.0303, loss: 2.0303, grad_norm: 5.4098 2020-07-25 07:36:20,959 - mmaction - INFO - Epoch [7][1360/3757] lr: 1.000e-02, eta: 1 day, 5:32:59, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7664, loss_cls: 2.0364, loss: 2.0364, grad_norm: 5.2870 2020-07-25 07:36:33,441 - mmaction - INFO - Epoch [7][1380/3757] lr: 1.000e-02, eta: 1 day, 5:32:43, time: 0.623, data_time: 0.006, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7719, loss_cls: 2.0109, loss: 2.0109, grad_norm: 5.2538 2020-07-25 07:36:45,768 - mmaction - INFO - Epoch [7][1400/3757] lr: 1.000e-02, eta: 1 day, 5:32:25, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5359, top5_acc: 0.7867, loss_cls: 1.9691, loss: 1.9691, grad_norm: 5.3961 2020-07-25 07:36:58,018 - mmaction - INFO - Epoch [7][1420/3757] lr: 1.000e-02, eta: 1 day, 5:32:07, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 1.9873, loss: 1.9873, grad_norm: 5.4533 2020-07-25 07:37:10,180 - mmaction - INFO - Epoch [7][1440/3757] lr: 1.000e-02, eta: 1 day, 5:31:49, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7445, loss_cls: 2.1424, loss: 2.1424, grad_norm: 5.5296 2020-07-25 07:37:22,419 - mmaction - INFO - Epoch [7][1460/3757] lr: 1.000e-02, eta: 1 day, 5:31:30, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7766, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.2773 2020-07-25 07:37:34,657 - mmaction - INFO - Epoch [7][1480/3757] lr: 1.000e-02, eta: 1 day, 5:31:13, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7734, loss_cls: 2.0052, loss: 2.0052, grad_norm: 5.3472 2020-07-25 07:37:47,159 - mmaction - INFO - Epoch [7][1500/3757] lr: 1.000e-02, eta: 1 day, 5:30:56, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1187, loss: 2.1187, grad_norm: 5.3835 2020-07-25 07:37:59,241 - mmaction - INFO - Epoch [7][1520/3757] lr: 1.000e-02, eta: 1 day, 5:30:38, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7602, loss_cls: 2.0763, loss: 2.0763, grad_norm: 5.4148 2020-07-25 07:38:11,560 - mmaction - INFO - Epoch [7][1540/3757] lr: 1.000e-02, eta: 1 day, 5:30:20, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 2.0399, loss: 2.0399, grad_norm: 5.3635 2020-07-25 07:38:23,575 - mmaction - INFO - Epoch [7][1560/3757] lr: 1.000e-02, eta: 1 day, 5:30:01, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7641, loss_cls: 2.0715, loss: 2.0715, grad_norm: 5.3408 2020-07-25 07:38:35,917 - mmaction - INFO - Epoch [7][1580/3757] lr: 1.000e-02, eta: 1 day, 5:29:44, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7461, loss_cls: 2.1218, loss: 2.1218, grad_norm: 5.5112 2020-07-25 07:38:48,204 - mmaction - INFO - Epoch [7][1600/3757] lr: 1.000e-02, eta: 1 day, 5:29:26, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7586, loss_cls: 2.0419, loss: 2.0419, grad_norm: 5.3709 2020-07-25 07:39:00,398 - mmaction - INFO - Epoch [7][1620/3757] lr: 1.000e-02, eta: 1 day, 5:29:07, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7797, loss_cls: 1.9714, loss: 1.9714, grad_norm: 5.2101 2020-07-25 07:39:12,744 - mmaction - INFO - Epoch [7][1640/3757] lr: 1.000e-02, eta: 1 day, 5:28:50, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0066, loss: 2.0066, grad_norm: 5.3248 2020-07-25 07:39:25,033 - mmaction - INFO - Epoch [7][1660/3757] lr: 1.000e-02, eta: 1 day, 5:28:33, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7555, loss_cls: 2.0938, loss: 2.0938, grad_norm: 5.2733 2020-07-25 07:39:37,239 - mmaction - INFO - Epoch [7][1680/3757] lr: 1.000e-02, eta: 1 day, 5:28:15, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7867, loss_cls: 1.9844, loss: 1.9844, grad_norm: 5.3680 2020-07-25 07:39:49,624 - mmaction - INFO - Epoch [7][1700/3757] lr: 1.000e-02, eta: 1 day, 5:27:57, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7508, loss_cls: 2.1275, loss: 2.1275, grad_norm: 5.3840 2020-07-25 07:40:01,810 - mmaction - INFO - Epoch [7][1720/3757] lr: 1.000e-02, eta: 1 day, 5:27:40, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7727, loss_cls: 2.0517, loss: 2.0517, grad_norm: 5.5354 2020-07-25 07:40:13,919 - mmaction - INFO - Epoch [7][1740/3757] lr: 1.000e-02, eta: 1 day, 5:27:21, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7781, loss_cls: 1.9516, loss: 1.9516, grad_norm: 5.3221 2020-07-25 07:40:26,158 - mmaction - INFO - Epoch [7][1760/3757] lr: 1.000e-02, eta: 1 day, 5:27:02, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7867, loss_cls: 1.9675, loss: 1.9675, grad_norm: 5.1795 2020-07-25 07:40:38,243 - mmaction - INFO - Epoch [7][1780/3757] lr: 1.000e-02, eta: 1 day, 5:26:44, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7547, loss_cls: 2.0749, loss: 2.0749, grad_norm: 5.4100 2020-07-25 07:40:50,701 - mmaction - INFO - Epoch [7][1800/3757] lr: 1.000e-02, eta: 1 day, 5:26:27, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7688, loss_cls: 2.0452, loss: 2.0452, grad_norm: 5.3167 2020-07-25 07:41:02,893 - mmaction - INFO - Epoch [7][1820/3757] lr: 1.000e-02, eta: 1 day, 5:26:10, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7844, loss_cls: 1.8863, loss: 1.8863, grad_norm: 5.0788 2020-07-25 07:41:15,267 - mmaction - INFO - Epoch [7][1840/3757] lr: 1.000e-02, eta: 1 day, 5:25:52, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7570, loss_cls: 2.0011, loss: 2.0011, grad_norm: 5.2383 2020-07-25 07:41:27,441 - mmaction - INFO - Epoch [7][1860/3757] lr: 1.000e-02, eta: 1 day, 5:25:34, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7648, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.2704 2020-07-25 07:41:39,726 - mmaction - INFO - Epoch [7][1880/3757] lr: 1.000e-02, eta: 1 day, 5:25:17, time: 0.615, data_time: 0.003, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7734, loss_cls: 2.0152, loss: 2.0152, grad_norm: 5.3292 2020-07-25 07:41:52,181 - mmaction - INFO - Epoch [7][1900/3757] lr: 1.000e-02, eta: 1 day, 5:25:00, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7539, loss_cls: 2.1239, loss: 2.1239, grad_norm: 5.4613 2020-07-25 07:42:04,298 - mmaction - INFO - Epoch [7][1920/3757] lr: 1.000e-02, eta: 1 day, 5:24:42, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7672, loss_cls: 2.0147, loss: 2.0147, grad_norm: 5.0743 2020-07-25 07:42:16,603 - mmaction - INFO - Epoch [7][1940/3757] lr: 1.000e-02, eta: 1 day, 5:24:25, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.0432, loss: 2.0432, grad_norm: 5.3472 2020-07-25 07:42:28,746 - mmaction - INFO - Epoch [7][1960/3757] lr: 1.000e-02, eta: 1 day, 5:24:06, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7773, loss_cls: 1.9808, loss: 1.9808, grad_norm: 5.1994 2020-07-25 07:42:41,087 - mmaction - INFO - Epoch [7][1980/3757] lr: 1.000e-02, eta: 1 day, 5:23:49, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7734, loss_cls: 1.9503, loss: 1.9503, grad_norm: 5.2394 2020-07-25 07:42:53,236 - mmaction - INFO - Epoch [7][2000/3757] lr: 1.000e-02, eta: 1 day, 5:23:31, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7859, loss_cls: 1.9299, loss: 1.9299, grad_norm: 5.2703 2020-07-25 07:43:05,490 - mmaction - INFO - Epoch [7][2020/3757] lr: 1.000e-02, eta: 1 day, 5:23:13, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7750, loss_cls: 1.9882, loss: 1.9882, grad_norm: 5.2662 2020-07-25 07:43:17,875 - mmaction - INFO - Epoch [7][2040/3757] lr: 1.000e-02, eta: 1 day, 5:22:57, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0670, loss: 2.0670, grad_norm: 5.3829 2020-07-25 07:43:30,088 - mmaction - INFO - Epoch [7][2060/3757] lr: 1.000e-02, eta: 1 day, 5:22:39, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7750, loss_cls: 1.9922, loss: 1.9922, grad_norm: 5.2736 2020-07-25 07:43:42,303 - mmaction - INFO - Epoch [7][2080/3757] lr: 1.000e-02, eta: 1 day, 5:22:20, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0428, loss: 2.0428, grad_norm: 5.4072 2020-07-25 07:43:54,556 - mmaction - INFO - Epoch [7][2100/3757] lr: 1.000e-02, eta: 1 day, 5:22:03, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.4211 2020-07-25 07:44:06,912 - mmaction - INFO - Epoch [7][2120/3757] lr: 1.000e-02, eta: 1 day, 5:21:46, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7617, loss_cls: 2.0739, loss: 2.0739, grad_norm: 5.4130 2020-07-25 07:44:19,142 - mmaction - INFO - Epoch [7][2140/3757] lr: 1.000e-02, eta: 1 day, 5:21:28, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7852, loss_cls: 1.9155, loss: 1.9155, grad_norm: 5.3231 2020-07-25 07:44:31,449 - mmaction - INFO - Epoch [7][2160/3757] lr: 1.000e-02, eta: 1 day, 5:21:11, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7648, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.4232 2020-07-25 07:44:43,545 - mmaction - INFO - Epoch [7][2180/3757] lr: 1.000e-02, eta: 1 day, 5:20:53, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7641, loss_cls: 2.1005, loss: 2.1005, grad_norm: 5.3171 2020-07-25 07:44:55,917 - mmaction - INFO - Epoch [7][2200/3757] lr: 1.000e-02, eta: 1 day, 5:20:35, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7742, loss_cls: 1.9574, loss: 1.9574, grad_norm: 5.2889 2020-07-25 07:45:08,077 - mmaction - INFO - Epoch [7][2220/3757] lr: 1.000e-02, eta: 1 day, 5:20:18, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7820, loss_cls: 1.9957, loss: 1.9957, grad_norm: 5.4007 2020-07-25 07:45:20,353 - mmaction - INFO - Epoch [7][2240/3757] lr: 1.000e-02, eta: 1 day, 5:20:00, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.3658 2020-07-25 07:45:32,348 - mmaction - INFO - Epoch [7][2260/3757] lr: 1.000e-02, eta: 1 day, 5:19:41, time: 0.600, data_time: 0.004, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7625, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.2587 2020-07-25 07:45:44,675 - mmaction - INFO - Epoch [7][2280/3757] lr: 1.000e-02, eta: 1 day, 5:19:24, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7703, loss_cls: 2.0127, loss: 2.0127, grad_norm: 5.1364 2020-07-25 07:45:56,894 - mmaction - INFO - Epoch [7][2300/3757] lr: 1.000e-02, eta: 1 day, 5:19:06, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5359, top5_acc: 0.7750, loss_cls: 1.9500, loss: 1.9500, grad_norm: 5.2477 2020-07-25 07:46:09,070 - mmaction - INFO - Epoch [7][2320/3757] lr: 1.000e-02, eta: 1 day, 5:18:48, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7820, loss_cls: 1.9090, loss: 1.9090, grad_norm: 5.2402 2020-07-25 07:46:21,527 - mmaction - INFO - Epoch [7][2340/3757] lr: 1.000e-02, eta: 1 day, 5:18:31, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7664, loss_cls: 1.9904, loss: 1.9904, grad_norm: 5.3535 2020-07-25 07:46:34,082 - mmaction - INFO - Epoch [7][2360/3757] lr: 1.000e-02, eta: 1 day, 5:18:16, time: 0.633, data_time: 0.009, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7602, loss_cls: 2.0567, loss: 2.0567, grad_norm: 5.3898 2020-07-25 07:46:46,305 - mmaction - INFO - Epoch [7][2380/3757] lr: 1.000e-02, eta: 1 day, 5:17:58, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7750, loss_cls: 1.9969, loss: 1.9969, grad_norm: 5.1616 2020-07-25 07:46:58,487 - mmaction - INFO - Epoch [7][2400/3757] lr: 1.000e-02, eta: 1 day, 5:17:41, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7703, loss_cls: 2.0458, loss: 2.0458, grad_norm: 5.3472 2020-07-25 07:47:10,829 - mmaction - INFO - Epoch [7][2420/3757] lr: 1.000e-02, eta: 1 day, 5:17:24, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7672, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.2952 2020-07-25 07:47:23,068 - mmaction - INFO - Epoch [7][2440/3757] lr: 1.000e-02, eta: 1 day, 5:17:06, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7758, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.4474 2020-07-25 07:47:35,197 - mmaction - INFO - Epoch [7][2460/3757] lr: 1.000e-02, eta: 1 day, 5:16:48, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 2.0125, loss: 2.0125, grad_norm: 5.2393 2020-07-25 07:47:47,422 - mmaction - INFO - Epoch [7][2480/3757] lr: 1.000e-02, eta: 1 day, 5:16:30, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7641, loss_cls: 2.0491, loss: 2.0491, grad_norm: 5.2755 2020-07-25 07:47:59,749 - mmaction - INFO - Epoch [7][2500/3757] lr: 1.000e-02, eta: 1 day, 5:16:13, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0756, loss: 2.0756, grad_norm: 5.3262 2020-07-25 07:48:11,836 - mmaction - INFO - Epoch [7][2520/3757] lr: 1.000e-02, eta: 1 day, 5:15:55, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7758, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.0348 2020-07-25 07:48:24,301 - mmaction - INFO - Epoch [7][2540/3757] lr: 1.000e-02, eta: 1 day, 5:15:38, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7695, loss_cls: 1.9914, loss: 1.9914, grad_norm: 5.2409 2020-07-25 07:48:36,421 - mmaction - INFO - Epoch [7][2560/3757] lr: 1.000e-02, eta: 1 day, 5:15:21, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7820, loss_cls: 1.9852, loss: 1.9852, grad_norm: 5.3541 2020-07-25 07:48:48,719 - mmaction - INFO - Epoch [7][2580/3757] lr: 1.000e-02, eta: 1 day, 5:15:03, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7805, loss_cls: 1.9634, loss: 1.9634, grad_norm: 5.3280 2020-07-25 07:49:00,851 - mmaction - INFO - Epoch [7][2600/3757] lr: 1.000e-02, eta: 1 day, 5:14:45, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7633, loss_cls: 2.0028, loss: 2.0028, grad_norm: 5.2617 2020-07-25 07:49:13,263 - mmaction - INFO - Epoch [7][2620/3757] lr: 1.000e-02, eta: 1 day, 5:14:28, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7688, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.4046 2020-07-25 07:49:25,376 - mmaction - INFO - Epoch [7][2640/3757] lr: 1.000e-02, eta: 1 day, 5:14:11, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.0859, loss: 2.0859, grad_norm: 5.2696 2020-07-25 07:49:37,770 - mmaction - INFO - Epoch [7][2660/3757] lr: 1.000e-02, eta: 1 day, 5:13:54, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7555, loss_cls: 2.0901, loss: 2.0901, grad_norm: 5.4011 2020-07-25 07:49:50,113 - mmaction - INFO - Epoch [7][2680/3757] lr: 1.000e-02, eta: 1 day, 5:13:37, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0367, loss: 2.0367, grad_norm: 5.1843 2020-07-25 07:50:02,485 - mmaction - INFO - Epoch [7][2700/3757] lr: 1.000e-02, eta: 1 day, 5:13:21, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7805, loss_cls: 1.9707, loss: 1.9707, grad_norm: 5.3522 2020-07-25 07:50:14,790 - mmaction - INFO - Epoch [7][2720/3757] lr: 1.000e-02, eta: 1 day, 5:13:04, time: 0.615, data_time: 0.002, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7508, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.4743 2020-07-25 07:50:27,145 - mmaction - INFO - Epoch [7][2740/3757] lr: 1.000e-02, eta: 1 day, 5:12:47, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7773, loss_cls: 1.9245, loss: 1.9245, grad_norm: 5.3973 2020-07-25 07:50:39,344 - mmaction - INFO - Epoch [7][2760/3757] lr: 1.000e-02, eta: 1 day, 5:12:29, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5437, top5_acc: 0.7805, loss_cls: 1.9556, loss: 1.9556, grad_norm: 5.3116 2020-07-25 07:50:51,706 - mmaction - INFO - Epoch [7][2780/3757] lr: 1.000e-02, eta: 1 day, 5:12:12, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7766, loss_cls: 2.0408, loss: 2.0408, grad_norm: 5.3935 2020-07-25 07:51:03,820 - mmaction - INFO - Epoch [7][2800/3757] lr: 1.000e-02, eta: 1 day, 5:11:54, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7883, loss_cls: 2.0102, loss: 2.0102, grad_norm: 5.4989 2020-07-25 07:51:16,002 - mmaction - INFO - Epoch [7][2820/3757] lr: 1.000e-02, eta: 1 day, 5:11:37, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7562, loss_cls: 2.0493, loss: 2.0493, grad_norm: 5.4006 2020-07-25 07:51:28,333 - mmaction - INFO - Epoch [7][2840/3757] lr: 1.000e-02, eta: 1 day, 5:11:20, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7773, loss_cls: 1.9691, loss: 1.9691, grad_norm: 5.1673 2020-07-25 07:51:40,414 - mmaction - INFO - Epoch [7][2860/3757] lr: 1.000e-02, eta: 1 day, 5:11:02, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7539, loss_cls: 2.1289, loss: 2.1289, grad_norm: 5.3148 2020-07-25 07:51:52,623 - mmaction - INFO - Epoch [7][2880/3757] lr: 1.000e-02, eta: 1 day, 5:10:44, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7648, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.2314 2020-07-25 07:52:04,922 - mmaction - INFO - Epoch [7][2900/3757] lr: 1.000e-02, eta: 1 day, 5:10:27, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7531, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.3459 2020-07-25 07:52:17,075 - mmaction - INFO - Epoch [7][2920/3757] lr: 1.000e-02, eta: 1 day, 5:10:09, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.0599, loss: 2.0599, grad_norm: 5.2959 2020-07-25 07:52:29,416 - mmaction - INFO - Epoch [7][2940/3757] lr: 1.000e-02, eta: 1 day, 5:09:52, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0723, loss: 2.0723, grad_norm: 5.3446 2020-07-25 07:52:41,487 - mmaction - INFO - Epoch [7][2960/3757] lr: 1.000e-02, eta: 1 day, 5:09:34, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1289, loss: 2.1289, grad_norm: 5.3956 2020-07-25 07:52:53,780 - mmaction - INFO - Epoch [7][2980/3757] lr: 1.000e-02, eta: 1 day, 5:09:17, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7641, loss_cls: 1.9976, loss: 1.9976, grad_norm: 5.1612 2020-07-25 07:53:06,000 - mmaction - INFO - Epoch [7][3000/3757] lr: 1.000e-02, eta: 1 day, 5:08:59, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7797, loss_cls: 1.9690, loss: 1.9690, grad_norm: 5.3986 2020-07-25 07:53:18,794 - mmaction - INFO - Epoch [7][3020/3757] lr: 1.000e-02, eta: 1 day, 5:08:45, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.5273, top5_acc: 0.7789, loss_cls: 1.9787, loss: 1.9787, grad_norm: 5.2618 2020-07-25 07:53:30,911 - mmaction - INFO - Epoch [7][3040/3757] lr: 1.000e-02, eta: 1 day, 5:08:28, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7727, loss_cls: 1.9147, loss: 1.9147, grad_norm: 5.2242 2020-07-25 07:53:43,401 - mmaction - INFO - Epoch [7][3060/3757] lr: 1.000e-02, eta: 1 day, 5:08:11, time: 0.619, data_time: 0.005, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7625, loss_cls: 2.0484, loss: 2.0484, grad_norm: 5.4553 2020-07-25 07:53:55,613 - mmaction - INFO - Epoch [7][3080/3757] lr: 1.000e-02, eta: 1 day, 5:07:54, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.1719 2020-07-25 07:54:07,950 - mmaction - INFO - Epoch [7][3100/3757] lr: 1.000e-02, eta: 1 day, 5:07:37, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7758, loss_cls: 2.0195, loss: 2.0195, grad_norm: 5.3991 2020-07-25 07:54:20,059 - mmaction - INFO - Epoch [7][3120/3757] lr: 1.000e-02, eta: 1 day, 5:07:20, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7547, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.3316 2020-07-25 07:54:32,459 - mmaction - INFO - Epoch [7][3140/3757] lr: 1.000e-02, eta: 1 day, 5:07:02, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5570, top5_acc: 0.7875, loss_cls: 1.8926, loss: 1.8926, grad_norm: 5.3852 2020-07-25 07:54:44,536 - mmaction - INFO - Epoch [7][3160/3757] lr: 1.000e-02, eta: 1 day, 5:06:45, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.5500, top5_acc: 0.7664, loss_cls: 1.9739, loss: 1.9739, grad_norm: 5.2983 2020-07-25 07:54:56,830 - mmaction - INFO - Epoch [7][3180/3757] lr: 1.000e-02, eta: 1 day, 5:06:27, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7742, loss_cls: 1.9452, loss: 1.9452, grad_norm: 5.3587 2020-07-25 07:55:08,996 - mmaction - INFO - Epoch [7][3200/3757] lr: 1.000e-02, eta: 1 day, 5:06:10, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7688, loss_cls: 1.9650, loss: 1.9650, grad_norm: 5.2507 2020-07-25 07:55:21,369 - mmaction - INFO - Epoch [7][3220/3757] lr: 1.000e-02, eta: 1 day, 5:05:54, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7688, loss_cls: 2.0406, loss: 2.0406, grad_norm: 5.4346 2020-07-25 07:55:33,593 - mmaction - INFO - Epoch [7][3240/3757] lr: 1.000e-02, eta: 1 day, 5:05:37, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7805, loss_cls: 1.9728, loss: 1.9728, grad_norm: 5.1659 2020-07-25 07:55:45,999 - mmaction - INFO - Epoch [7][3260/3757] lr: 1.000e-02, eta: 1 day, 5:05:20, time: 0.619, data_time: 0.005, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7719, loss_cls: 1.9951, loss: 1.9951, grad_norm: 5.3269 2020-07-25 07:55:58,310 - mmaction - INFO - Epoch [7][3280/3757] lr: 1.000e-02, eta: 1 day, 5:05:04, time: 0.616, data_time: 0.004, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7797, loss_cls: 1.9755, loss: 1.9755, grad_norm: 5.3569 2020-07-25 07:56:10,645 - mmaction - INFO - Epoch [7][3300/3757] lr: 1.000e-02, eta: 1 day, 5:04:47, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7789, loss_cls: 1.9911, loss: 1.9911, grad_norm: 5.3596 2020-07-25 07:56:22,790 - mmaction - INFO - Epoch [7][3320/3757] lr: 1.000e-02, eta: 1 day, 5:04:29, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7555, loss_cls: 2.0471, loss: 2.0471, grad_norm: 5.2479 2020-07-25 07:56:35,161 - mmaction - INFO - Epoch [7][3340/3757] lr: 1.000e-02, eta: 1 day, 5:04:12, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7719, loss_cls: 1.9772, loss: 1.9772, grad_norm: 5.1907 2020-07-25 07:56:47,401 - mmaction - INFO - Epoch [7][3360/3757] lr: 1.000e-02, eta: 1 day, 5:03:56, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.0924, loss: 2.0924, grad_norm: 5.4241 2020-07-25 07:56:59,624 - mmaction - INFO - Epoch [7][3380/3757] lr: 1.000e-02, eta: 1 day, 5:03:38, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7727, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.3134 2020-07-25 07:57:11,966 - mmaction - INFO - Epoch [7][3400/3757] lr: 1.000e-02, eta: 1 day, 5:03:22, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7664, loss_cls: 1.9685, loss: 1.9685, grad_norm: 5.3275 2020-07-25 07:57:24,330 - mmaction - INFO - Epoch [7][3420/3757] lr: 1.000e-02, eta: 1 day, 5:03:05, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7641, loss_cls: 2.0595, loss: 2.0595, grad_norm: 5.2571 2020-07-25 07:57:36,601 - mmaction - INFO - Epoch [7][3440/3757] lr: 1.000e-02, eta: 1 day, 5:02:48, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 1.9784, loss: 1.9784, grad_norm: 5.2131 2020-07-25 07:57:48,667 - mmaction - INFO - Epoch [7][3460/3757] lr: 1.000e-02, eta: 1 day, 5:02:30, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7750, loss_cls: 1.9942, loss: 1.9942, grad_norm: 5.3502 2020-07-25 07:58:00,829 - mmaction - INFO - Epoch [7][3480/3757] lr: 1.000e-02, eta: 1 day, 5:02:13, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7539, loss_cls: 2.0369, loss: 2.0369, grad_norm: 5.1820 2020-07-25 07:58:13,110 - mmaction - INFO - Epoch [7][3500/3757] lr: 1.000e-02, eta: 1 day, 5:01:55, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7625, loss_cls: 2.1092, loss: 2.1092, grad_norm: 5.3647 2020-07-25 07:58:25,345 - mmaction - INFO - Epoch [7][3520/3757] lr: 1.000e-02, eta: 1 day, 5:01:39, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0313, loss: 2.0313, grad_norm: 5.0737 2020-07-25 07:58:37,672 - mmaction - INFO - Epoch [7][3540/3757] lr: 1.000e-02, eta: 1 day, 5:01:22, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.0628 2020-07-25 07:58:49,872 - mmaction - INFO - Epoch [7][3560/3757] lr: 1.000e-02, eta: 1 day, 5:01:05, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7859, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.1873 2020-07-25 07:59:02,192 - mmaction - INFO - Epoch [7][3580/3757] lr: 1.000e-02, eta: 1 day, 5:00:48, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7531, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.3656 2020-07-25 07:59:14,358 - mmaction - INFO - Epoch [7][3600/3757] lr: 1.000e-02, eta: 1 day, 5:00:30, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7586, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.2599 2020-07-25 07:59:26,617 - mmaction - INFO - Epoch [7][3620/3757] lr: 1.000e-02, eta: 1 day, 5:00:13, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7937, loss_cls: 1.8885, loss: 1.8885, grad_norm: 5.1056 2020-07-25 07:59:38,873 - mmaction - INFO - Epoch [7][3640/3757] lr: 1.000e-02, eta: 1 day, 4:59:57, time: 0.615, data_time: 0.004, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0035, loss: 2.0035, grad_norm: 5.3954 2020-07-25 07:59:51,147 - mmaction - INFO - Epoch [7][3660/3757] lr: 1.000e-02, eta: 1 day, 4:59:39, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7875, loss_cls: 1.9344, loss: 1.9344, grad_norm: 5.2334 2020-07-25 08:00:03,472 - mmaction - INFO - Epoch [7][3680/3757] lr: 1.000e-02, eta: 1 day, 4:59:22, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7742, loss_cls: 2.0032, loss: 2.0032, grad_norm: 5.3399 2020-07-25 08:00:19,627 - mmaction - INFO - Epoch [7][3700/3757] lr: 1.000e-02, eta: 1 day, 4:59:29, time: 0.805, data_time: 0.011, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7539, loss_cls: 2.0512, loss: 2.0512, grad_norm: 5.4272 2020-07-25 08:00:31,973 - mmaction - INFO - Epoch [7][3720/3757] lr: 1.000e-02, eta: 1 day, 4:59:13, time: 0.621, data_time: 0.019, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7711, loss_cls: 1.9968, loss: 1.9968, grad_norm: 5.4351 2020-07-25 08:00:44,167 - mmaction - INFO - Epoch [7][3740/3757] lr: 1.000e-02, eta: 1 day, 4:58:56, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7867, loss_cls: 1.9542, loss: 1.9542, grad_norm: 5.3330 2020-07-25 08:00:54,609 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-07-25 08:01:19,882 - mmaction - INFO - Epoch [8][20/3757] lr: 1.000e-02, eta: 1 day, 4:58:37, time: 1.230, data_time: 0.602, memory: 7079, top1_acc: 0.5359, top5_acc: 0.7742, loss_cls: 1.9502, loss: 1.9502, grad_norm: 5.2487 2020-07-25 08:01:31,972 - mmaction - INFO - Epoch [8][40/3757] lr: 1.000e-02, eta: 1 day, 4:58:19, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7836, loss_cls: 1.9572, loss: 1.9572, grad_norm: 5.2304 2020-07-25 08:01:44,059 - mmaction - INFO - Epoch [8][60/3757] lr: 1.000e-02, eta: 1 day, 4:58:01, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7703, loss_cls: 1.9569, loss: 1.9569, grad_norm: 5.2106 2020-07-25 08:01:56,256 - mmaction - INFO - Epoch [8][80/3757] lr: 1.000e-02, eta: 1 day, 4:57:43, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7680, loss_cls: 2.0035, loss: 2.0035, grad_norm: 5.2791 2020-07-25 08:02:08,386 - mmaction - INFO - Epoch [8][100/3757] lr: 1.000e-02, eta: 1 day, 4:57:26, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7812, loss_cls: 1.9723, loss: 1.9723, grad_norm: 5.4379 2020-07-25 08:02:20,580 - mmaction - INFO - Epoch [8][120/3757] lr: 1.000e-02, eta: 1 day, 4:57:09, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7672, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.2042 2020-07-25 08:02:32,582 - mmaction - INFO - Epoch [8][140/3757] lr: 1.000e-02, eta: 1 day, 4:56:50, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7961, loss_cls: 1.8389, loss: 1.8389, grad_norm: 5.1002 2020-07-25 08:02:44,942 - mmaction - INFO - Epoch [8][160/3757] lr: 1.000e-02, eta: 1 day, 4:56:33, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9333, loss: 1.9333, grad_norm: 5.2484 2020-07-25 08:02:57,071 - mmaction - INFO - Epoch [8][180/3757] lr: 1.000e-02, eta: 1 day, 4:56:16, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 1.9942, loss: 1.9942, grad_norm: 5.1713 2020-07-25 08:03:09,306 - mmaction - INFO - Epoch [8][200/3757] lr: 1.000e-02, eta: 1 day, 4:55:59, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7758, loss_cls: 2.0295, loss: 2.0295, grad_norm: 5.3517 2020-07-25 08:03:21,496 - mmaction - INFO - Epoch [8][220/3757] lr: 1.000e-02, eta: 1 day, 4:55:42, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 1.9157, loss: 1.9157, grad_norm: 5.2722 2020-07-25 08:03:33,924 - mmaction - INFO - Epoch [8][240/3757] lr: 1.000e-02, eta: 1 day, 4:55:25, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5844, top5_acc: 0.7906, loss_cls: 1.8430, loss: 1.8430, grad_norm: 5.1106 2020-07-25 08:03:46,186 - mmaction - INFO - Epoch [8][260/3757] lr: 1.000e-02, eta: 1 day, 4:55:09, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7945, loss_cls: 1.8605, loss: 1.8605, grad_norm: 5.2319 2020-07-25 08:03:58,661 - mmaction - INFO - Epoch [8][280/3757] lr: 1.000e-02, eta: 1 day, 4:54:53, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7750, loss_cls: 1.9030, loss: 1.9030, grad_norm: 5.2229 2020-07-25 08:04:10,821 - mmaction - INFO - Epoch [8][300/3757] lr: 1.000e-02, eta: 1 day, 4:54:36, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9076, loss: 1.9076, grad_norm: 5.1932 2020-07-25 08:04:23,128 - mmaction - INFO - Epoch [8][320/3757] lr: 1.000e-02, eta: 1 day, 4:54:19, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7797, loss_cls: 2.0058, loss: 2.0058, grad_norm: 5.4847 2020-07-25 08:04:35,344 - mmaction - INFO - Epoch [8][340/3757] lr: 1.000e-02, eta: 1 day, 4:54:03, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7586, loss_cls: 2.0927, loss: 2.0927, grad_norm: 5.4373 2020-07-25 08:04:47,745 - mmaction - INFO - Epoch [8][360/3757] lr: 1.000e-02, eta: 1 day, 4:53:46, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7930, loss_cls: 1.8884, loss: 1.8884, grad_norm: 5.1746 2020-07-25 08:05:00,000 - mmaction - INFO - Epoch [8][380/3757] lr: 1.000e-02, eta: 1 day, 4:53:30, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7867, loss_cls: 1.9306, loss: 1.9306, grad_norm: 5.3271 2020-07-25 08:05:12,362 - mmaction - INFO - Epoch [8][400/3757] lr: 1.000e-02, eta: 1 day, 4:53:13, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.8986, loss: 1.8986, grad_norm: 5.2568 2020-07-25 08:05:24,496 - mmaction - INFO - Epoch [8][420/3757] lr: 1.000e-02, eta: 1 day, 4:52:56, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7977, loss_cls: 1.8798, loss: 1.8798, grad_norm: 5.3308 2020-07-25 08:05:36,727 - mmaction - INFO - Epoch [8][440/3757] lr: 1.000e-02, eta: 1 day, 4:52:39, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7672, loss_cls: 1.9724, loss: 1.9724, grad_norm: 5.3918 2020-07-25 08:05:48,955 - mmaction - INFO - Epoch [8][460/3757] lr: 1.000e-02, eta: 1 day, 4:52:22, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7773, loss_cls: 1.9702, loss: 1.9702, grad_norm: 5.2557 2020-07-25 08:06:01,214 - mmaction - INFO - Epoch [8][480/3757] lr: 1.000e-02, eta: 1 day, 4:52:05, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7664, loss_cls: 1.9967, loss: 1.9967, grad_norm: 5.4578 2020-07-25 08:06:13,379 - mmaction - INFO - Epoch [8][500/3757] lr: 1.000e-02, eta: 1 day, 4:51:48, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7734, loss_cls: 1.9592, loss: 1.9592, grad_norm: 5.2237 2020-07-25 08:06:25,673 - mmaction - INFO - Epoch [8][520/3757] lr: 1.000e-02, eta: 1 day, 4:51:31, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.3679 2020-07-25 08:06:37,800 - mmaction - INFO - Epoch [8][540/3757] lr: 1.000e-02, eta: 1 day, 4:51:14, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7742, loss_cls: 1.9342, loss: 1.9342, grad_norm: 5.2708 2020-07-25 08:06:50,116 - mmaction - INFO - Epoch [8][560/3757] lr: 1.000e-02, eta: 1 day, 4:50:57, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5477, top5_acc: 0.7922, loss_cls: 1.8784, loss: 1.8784, grad_norm: 5.2652 2020-07-25 08:07:02,293 - mmaction - INFO - Epoch [8][580/3757] lr: 1.000e-02, eta: 1 day, 4:50:40, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7695, loss_cls: 2.0250, loss: 2.0250, grad_norm: 5.5727 2020-07-25 08:07:14,428 - mmaction - INFO - Epoch [8][600/3757] lr: 1.000e-02, eta: 1 day, 4:50:22, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7742, loss_cls: 2.0290, loss: 2.0290, grad_norm: 5.3163 2020-07-25 08:07:26,677 - mmaction - INFO - Epoch [8][620/3757] lr: 1.000e-02, eta: 1 day, 4:50:06, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 2.0065, loss: 2.0065, grad_norm: 5.2784 2020-07-25 08:07:38,744 - mmaction - INFO - Epoch [8][640/3757] lr: 1.000e-02, eta: 1 day, 4:49:48, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7945, loss_cls: 1.8593, loss: 1.8593, grad_norm: 5.1404 2020-07-25 08:07:51,032 - mmaction - INFO - Epoch [8][660/3757] lr: 1.000e-02, eta: 1 day, 4:49:31, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7719, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.5026 2020-07-25 08:08:03,305 - mmaction - INFO - Epoch [8][680/3757] lr: 1.000e-02, eta: 1 day, 4:49:15, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7680, loss_cls: 2.0117, loss: 2.0117, grad_norm: 5.2636 2020-07-25 08:08:15,620 - mmaction - INFO - Epoch [8][700/3757] lr: 1.000e-02, eta: 1 day, 4:48:58, time: 0.615, data_time: 0.002, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7852, loss_cls: 1.9110, loss: 1.9110, grad_norm: 5.3118 2020-07-25 08:08:27,844 - mmaction - INFO - Epoch [8][720/3757] lr: 1.000e-02, eta: 1 day, 4:48:41, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5437, top5_acc: 0.7570, loss_cls: 2.0596, loss: 2.0596, grad_norm: 5.3484 2020-07-25 08:08:40,119 - mmaction - INFO - Epoch [8][740/3757] lr: 1.000e-02, eta: 1 day, 4:48:25, time: 0.615, data_time: 0.004, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0091, loss: 2.0091, grad_norm: 5.3880 2020-07-25 08:08:52,490 - mmaction - INFO - Epoch [8][760/3757] lr: 1.000e-02, eta: 1 day, 4:48:08, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.0315, loss: 2.0315, grad_norm: 5.3569 2020-07-25 08:09:04,558 - mmaction - INFO - Epoch [8][780/3757] lr: 1.000e-02, eta: 1 day, 4:47:51, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7883, loss_cls: 1.8939, loss: 1.8939, grad_norm: 5.1506 2020-07-25 08:09:16,758 - mmaction - INFO - Epoch [8][800/3757] lr: 1.000e-02, eta: 1 day, 4:47:34, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7867, loss_cls: 1.8525, loss: 1.8525, grad_norm: 5.1833 2020-07-25 08:09:29,007 - mmaction - INFO - Epoch [8][820/3757] lr: 1.000e-02, eta: 1 day, 4:47:17, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7703, loss_cls: 1.9974, loss: 1.9974, grad_norm: 5.4015 2020-07-25 08:09:41,397 - mmaction - INFO - Epoch [8][840/3757] lr: 1.000e-02, eta: 1 day, 4:47:01, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7945, loss_cls: 1.8781, loss: 1.8781, grad_norm: 5.3197 2020-07-25 08:09:53,519 - mmaction - INFO - Epoch [8][860/3757] lr: 1.000e-02, eta: 1 day, 4:46:44, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7555, loss_cls: 2.0870, loss: 2.0870, grad_norm: 5.4477 2020-07-25 08:10:05,797 - mmaction - INFO - Epoch [8][880/3757] lr: 1.000e-02, eta: 1 day, 4:46:27, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7828, loss_cls: 1.8995, loss: 1.8995, grad_norm: 5.3859 2020-07-25 08:10:18,028 - mmaction - INFO - Epoch [8][900/3757] lr: 1.000e-02, eta: 1 day, 4:46:10, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5273, top5_acc: 0.7867, loss_cls: 1.9284, loss: 1.9284, grad_norm: 5.4164 2020-07-25 08:10:30,470 - mmaction - INFO - Epoch [8][920/3757] lr: 1.000e-02, eta: 1 day, 4:45:54, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7758, loss_cls: 1.9424, loss: 1.9424, grad_norm: 5.2700 2020-07-25 08:10:42,722 - mmaction - INFO - Epoch [8][940/3757] lr: 1.000e-02, eta: 1 day, 4:45:38, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 1.9834, loss: 1.9834, grad_norm: 5.1742 2020-07-25 08:10:55,082 - mmaction - INFO - Epoch [8][960/3757] lr: 1.000e-02, eta: 1 day, 4:45:22, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7758, loss_cls: 1.9439, loss: 1.9439, grad_norm: 5.1918 2020-07-25 08:11:07,176 - mmaction - INFO - Epoch [8][980/3757] lr: 1.000e-02, eta: 1 day, 4:45:05, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7797, loss_cls: 1.9613, loss: 1.9613, grad_norm: 5.3165 2020-07-25 08:11:19,603 - mmaction - INFO - Epoch [8][1000/3757] lr: 1.000e-02, eta: 1 day, 4:44:49, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7984, loss_cls: 1.8571, loss: 1.8571, grad_norm: 5.4323 2020-07-25 08:11:31,826 - mmaction - INFO - Epoch [8][1020/3757] lr: 1.000e-02, eta: 1 day, 4:44:32, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7656, loss_cls: 1.9466, loss: 1.9466, grad_norm: 5.2196 2020-07-25 08:11:44,102 - mmaction - INFO - Epoch [8][1040/3757] lr: 1.000e-02, eta: 1 day, 4:44:15, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7734, loss_cls: 1.9442, loss: 1.9442, grad_norm: 5.1866 2020-07-25 08:11:56,211 - mmaction - INFO - Epoch [8][1060/3757] lr: 1.000e-02, eta: 1 day, 4:43:58, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7797, loss_cls: 1.9216, loss: 1.9216, grad_norm: 5.2399 2020-07-25 08:12:08,521 - mmaction - INFO - Epoch [8][1080/3757] lr: 1.000e-02, eta: 1 day, 4:43:41, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7727, loss_cls: 1.9715, loss: 1.9715, grad_norm: 5.2914 2020-07-25 08:12:20,615 - mmaction - INFO - Epoch [8][1100/3757] lr: 1.000e-02, eta: 1 day, 4:43:24, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7891, loss_cls: 1.8868, loss: 1.8868, grad_norm: 5.2406 2020-07-25 08:12:32,850 - mmaction - INFO - Epoch [8][1120/3757] lr: 1.000e-02, eta: 1 day, 4:43:07, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9071, loss: 1.9071, grad_norm: 5.1704 2020-07-25 08:12:44,928 - mmaction - INFO - Epoch [8][1140/3757] lr: 1.000e-02, eta: 1 day, 4:42:50, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7578, loss_cls: 2.0888, loss: 2.0888, grad_norm: 5.3322 2020-07-25 08:12:57,112 - mmaction - INFO - Epoch [8][1160/3757] lr: 1.000e-02, eta: 1 day, 4:42:33, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5359, top5_acc: 0.7758, loss_cls: 1.9322, loss: 1.9322, grad_norm: 5.3624 2020-07-25 08:13:09,385 - mmaction - INFO - Epoch [8][1180/3757] lr: 1.000e-02, eta: 1 day, 4:42:16, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7586, loss_cls: 1.9923, loss: 1.9923, grad_norm: 5.3268 2020-07-25 08:13:21,480 - mmaction - INFO - Epoch [8][1200/3757] lr: 1.000e-02, eta: 1 day, 4:41:59, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7641, loss_cls: 2.0355, loss: 2.0355, grad_norm: 5.3503 2020-07-25 08:13:33,787 - mmaction - INFO - Epoch [8][1220/3757] lr: 1.000e-02, eta: 1 day, 4:41:43, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7781, loss_cls: 2.0022, loss: 2.0022, grad_norm: 5.3132 2020-07-25 08:13:45,928 - mmaction - INFO - Epoch [8][1240/3757] lr: 1.000e-02, eta: 1 day, 4:41:25, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7828, loss_cls: 1.9198, loss: 1.9198, grad_norm: 5.2161 2020-07-25 08:13:58,211 - mmaction - INFO - Epoch [8][1260/3757] lr: 1.000e-02, eta: 1 day, 4:41:08, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7742, loss_cls: 1.9713, loss: 1.9713, grad_norm: 5.2269 2020-07-25 08:14:10,406 - mmaction - INFO - Epoch [8][1280/3757] lr: 1.000e-02, eta: 1 day, 4:40:52, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7625, loss_cls: 2.0013, loss: 2.0013, grad_norm: 5.1768 2020-07-25 08:14:22,669 - mmaction - INFO - Epoch [8][1300/3757] lr: 1.000e-02, eta: 1 day, 4:40:35, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7773, loss_cls: 1.9755, loss: 1.9755, grad_norm: 5.3022 2020-07-25 08:14:34,911 - mmaction - INFO - Epoch [8][1320/3757] lr: 1.000e-02, eta: 1 day, 4:40:19, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7664, loss_cls: 2.0741, loss: 2.0741, grad_norm: 5.5405 2020-07-25 08:14:47,119 - mmaction - INFO - Epoch [8][1340/3757] lr: 1.000e-02, eta: 1 day, 4:40:02, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7820, loss_cls: 1.9808, loss: 1.9808, grad_norm: 5.4586 2020-07-25 08:14:59,444 - mmaction - INFO - Epoch [8][1360/3757] lr: 1.000e-02, eta: 1 day, 4:39:46, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7633, loss_cls: 1.9617, loss: 1.9617, grad_norm: 5.2522 2020-07-25 08:15:11,718 - mmaction - INFO - Epoch [8][1380/3757] lr: 1.000e-02, eta: 1 day, 4:39:29, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7859, loss_cls: 1.9017, loss: 1.9017, grad_norm: 5.2172 2020-07-25 08:15:23,932 - mmaction - INFO - Epoch [8][1400/3757] lr: 1.000e-02, eta: 1 day, 4:39:13, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7836, loss_cls: 1.9961, loss: 1.9961, grad_norm: 5.3050 2020-07-25 08:15:36,182 - mmaction - INFO - Epoch [8][1420/3757] lr: 1.000e-02, eta: 1 day, 4:38:56, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 2.0021, loss: 2.0021, grad_norm: 5.3709 2020-07-25 08:15:48,450 - mmaction - INFO - Epoch [8][1440/3757] lr: 1.000e-02, eta: 1 day, 4:38:40, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5437, top5_acc: 0.7711, loss_cls: 1.9316, loss: 1.9316, grad_norm: 5.2057 2020-07-25 08:16:00,747 - mmaction - INFO - Epoch [8][1460/3757] lr: 1.000e-02, eta: 1 day, 4:38:23, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7633, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.4439 2020-07-25 08:16:12,903 - mmaction - INFO - Epoch [8][1480/3757] lr: 1.000e-02, eta: 1 day, 4:38:07, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7641, loss_cls: 2.0494, loss: 2.0494, grad_norm: 5.3927 2020-07-25 08:16:25,209 - mmaction - INFO - Epoch [8][1500/3757] lr: 1.000e-02, eta: 1 day, 4:37:50, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7664, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.0610 2020-07-25 08:16:37,468 - mmaction - INFO - Epoch [8][1520/3757] lr: 1.000e-02, eta: 1 day, 4:37:34, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7617, loss_cls: 1.9937, loss: 1.9937, grad_norm: 5.4228 2020-07-25 08:16:49,784 - mmaction - INFO - Epoch [8][1540/3757] lr: 1.000e-02, eta: 1 day, 4:37:18, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7734, loss_cls: 1.9809, loss: 1.9809, grad_norm: 5.2835 2020-07-25 08:17:01,936 - mmaction - INFO - Epoch [8][1560/3757] lr: 1.000e-02, eta: 1 day, 4:37:01, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7859, loss_cls: 1.8913, loss: 1.8913, grad_norm: 5.2314 2020-07-25 08:17:14,202 - mmaction - INFO - Epoch [8][1580/3757] lr: 1.000e-02, eta: 1 day, 4:36:44, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7734, loss_cls: 1.9409, loss: 1.9409, grad_norm: 5.3546 2020-07-25 08:17:26,413 - mmaction - INFO - Epoch [8][1600/3757] lr: 1.000e-02, eta: 1 day, 4:36:28, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7680, loss_cls: 2.0091, loss: 2.0091, grad_norm: 5.2783 2020-07-25 08:17:38,673 - mmaction - INFO - Epoch [8][1620/3757] lr: 1.000e-02, eta: 1 day, 4:36:11, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5391, top5_acc: 0.7789, loss_cls: 1.9498, loss: 1.9498, grad_norm: 5.1634 2020-07-25 08:17:50,797 - mmaction - INFO - Epoch [8][1640/3757] lr: 1.000e-02, eta: 1 day, 4:35:54, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7883, loss_cls: 1.9174, loss: 1.9174, grad_norm: 5.0506 2020-07-25 08:18:03,193 - mmaction - INFO - Epoch [8][1660/3757] lr: 1.000e-02, eta: 1 day, 4:35:38, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7828, loss_cls: 1.8815, loss: 1.8815, grad_norm: 5.1190 2020-07-25 08:18:15,331 - mmaction - INFO - Epoch [8][1680/3757] lr: 1.000e-02, eta: 1 day, 4:35:21, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7828, loss_cls: 1.9087, loss: 1.9087, grad_norm: 5.1896 2020-07-25 08:18:27,716 - mmaction - INFO - Epoch [8][1700/3757] lr: 1.000e-02, eta: 1 day, 4:35:05, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8940, loss: 1.8940, grad_norm: 5.2578 2020-07-25 08:18:39,929 - mmaction - INFO - Epoch [8][1720/3757] lr: 1.000e-02, eta: 1 day, 4:34:49, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 2.0004, loss: 2.0004, grad_norm: 5.4597 2020-07-25 08:18:52,178 - mmaction - INFO - Epoch [8][1740/3757] lr: 1.000e-02, eta: 1 day, 4:34:32, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7727, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.1901 2020-07-25 08:19:04,443 - mmaction - INFO - Epoch [8][1760/3757] lr: 1.000e-02, eta: 1 day, 4:34:16, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7758, loss_cls: 1.9929, loss: 1.9929, grad_norm: 5.1871 2020-07-25 08:19:16,821 - mmaction - INFO - Epoch [8][1780/3757] lr: 1.000e-02, eta: 1 day, 4:34:00, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7781, loss_cls: 2.0143, loss: 2.0143, grad_norm: 5.2295 2020-07-25 08:19:29,115 - mmaction - INFO - Epoch [8][1800/3757] lr: 1.000e-02, eta: 1 day, 4:33:44, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7648, loss_cls: 1.9967, loss: 1.9967, grad_norm: 5.2524 2020-07-25 08:19:41,432 - mmaction - INFO - Epoch [8][1820/3757] lr: 1.000e-02, eta: 1 day, 4:33:28, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7719, loss_cls: 1.9916, loss: 1.9916, grad_norm: 5.1225 2020-07-25 08:19:53,639 - mmaction - INFO - Epoch [8][1840/3757] lr: 1.000e-02, eta: 1 day, 4:33:12, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7875, loss_cls: 1.9607, loss: 1.9607, grad_norm: 5.1604 2020-07-25 08:20:05,965 - mmaction - INFO - Epoch [8][1860/3757] lr: 1.000e-02, eta: 1 day, 4:32:55, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7688, loss_cls: 2.0353, loss: 2.0353, grad_norm: 5.2801 2020-07-25 08:20:18,092 - mmaction - INFO - Epoch [8][1880/3757] lr: 1.000e-02, eta: 1 day, 4:32:39, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7898, loss_cls: 1.9133, loss: 1.9133, grad_norm: 5.0807 2020-07-25 08:20:30,489 - mmaction - INFO - Epoch [8][1900/3757] lr: 1.000e-02, eta: 1 day, 4:32:23, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7852, loss_cls: 1.9382, loss: 1.9382, grad_norm: 5.3256 2020-07-25 08:20:42,596 - mmaction - INFO - Epoch [8][1920/3757] lr: 1.000e-02, eta: 1 day, 4:32:06, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7875, loss_cls: 1.8910, loss: 1.8910, grad_norm: 5.2067 2020-07-25 08:20:54,983 - mmaction - INFO - Epoch [8][1940/3757] lr: 1.000e-02, eta: 1 day, 4:31:50, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7820, loss_cls: 1.9321, loss: 1.9321, grad_norm: 5.3113 2020-07-25 08:21:07,206 - mmaction - INFO - Epoch [8][1960/3757] lr: 1.000e-02, eta: 1 day, 4:31:34, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7930, loss_cls: 1.9443, loss: 1.9443, grad_norm: 5.4481 2020-07-25 08:21:19,503 - mmaction - INFO - Epoch [8][1980/3757] lr: 1.000e-02, eta: 1 day, 4:31:17, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7625, loss_cls: 2.0009, loss: 2.0009, grad_norm: 5.3542 2020-07-25 08:21:31,658 - mmaction - INFO - Epoch [8][2000/3757] lr: 1.000e-02, eta: 1 day, 4:31:01, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 2.0286, loss: 2.0286, grad_norm: 5.4562 2020-07-25 08:21:43,912 - mmaction - INFO - Epoch [8][2020/3757] lr: 1.000e-02, eta: 1 day, 4:30:44, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7828, loss_cls: 1.9161, loss: 1.9161, grad_norm: 5.1936 2020-07-25 08:21:56,281 - mmaction - INFO - Epoch [8][2040/3757] lr: 1.000e-02, eta: 1 day, 4:30:29, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7766, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.4760 2020-07-25 08:22:08,544 - mmaction - INFO - Epoch [8][2060/3757] lr: 1.000e-02, eta: 1 day, 4:30:12, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7648, loss_cls: 2.0202, loss: 2.0202, grad_norm: 5.3882 2020-07-25 08:22:20,751 - mmaction - INFO - Epoch [8][2080/3757] lr: 1.000e-02, eta: 1 day, 4:29:56, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7758, loss_cls: 1.9977, loss: 1.9977, grad_norm: 5.4035 2020-07-25 08:22:33,090 - mmaction - INFO - Epoch [8][2100/3757] lr: 1.000e-02, eta: 1 day, 4:29:39, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0500, loss: 2.0500, grad_norm: 5.1318 2020-07-25 08:22:45,173 - mmaction - INFO - Epoch [8][2120/3757] lr: 1.000e-02, eta: 1 day, 4:29:23, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7805, loss_cls: 1.9499, loss: 1.9499, grad_norm: 5.1729 2020-07-25 08:22:57,420 - mmaction - INFO - Epoch [8][2140/3757] lr: 1.000e-02, eta: 1 day, 4:29:06, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5508, top5_acc: 0.8070, loss_cls: 1.8215, loss: 1.8215, grad_norm: 5.1743 2020-07-25 08:23:09,561 - mmaction - INFO - Epoch [8][2160/3757] lr: 1.000e-02, eta: 1 day, 4:28:50, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7758, loss_cls: 1.9643, loss: 1.9643, grad_norm: 5.3723 2020-07-25 08:23:21,862 - mmaction - INFO - Epoch [8][2180/3757] lr: 1.000e-02, eta: 1 day, 4:28:33, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7781, loss_cls: 2.0096, loss: 2.0096, grad_norm: 5.2328 2020-07-25 08:23:34,054 - mmaction - INFO - Epoch [8][2200/3757] lr: 1.000e-02, eta: 1 day, 4:28:17, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7766, loss_cls: 2.0026, loss: 2.0026, grad_norm: 5.1385 2020-07-25 08:23:46,342 - mmaction - INFO - Epoch [8][2220/3757] lr: 1.000e-02, eta: 1 day, 4:28:00, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7555, loss_cls: 2.0173, loss: 2.0173, grad_norm: 5.1509 2020-07-25 08:23:58,567 - mmaction - INFO - Epoch [8][2240/3757] lr: 1.000e-02, eta: 1 day, 4:27:44, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7664, loss_cls: 2.0062, loss: 2.0062, grad_norm: 5.3665 2020-07-25 08:24:10,737 - mmaction - INFO - Epoch [8][2260/3757] lr: 1.000e-02, eta: 1 day, 4:27:27, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7742, loss_cls: 1.9859, loss: 1.9859, grad_norm: 5.3575 2020-07-25 08:24:22,950 - mmaction - INFO - Epoch [8][2280/3757] lr: 1.000e-02, eta: 1 day, 4:27:11, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7977, loss_cls: 1.9132, loss: 1.9132, grad_norm: 5.1675 2020-07-25 08:24:35,321 - mmaction - INFO - Epoch [8][2300/3757] lr: 1.000e-02, eta: 1 day, 4:26:55, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7922, loss_cls: 1.8543, loss: 1.8543, grad_norm: 5.2342 2020-07-25 08:24:47,446 - mmaction - INFO - Epoch [8][2320/3757] lr: 1.000e-02, eta: 1 day, 4:26:39, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5273, top5_acc: 0.7859, loss_cls: 1.9307, loss: 1.9307, grad_norm: 5.4071 2020-07-25 08:24:59,814 - mmaction - INFO - Epoch [8][2340/3757] lr: 1.000e-02, eta: 1 day, 4:26:23, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5500, top5_acc: 0.7898, loss_cls: 1.8593, loss: 1.8593, grad_norm: 5.2377 2020-07-25 08:25:11,988 - mmaction - INFO - Epoch [8][2360/3757] lr: 1.000e-02, eta: 1 day, 4:26:06, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 1.9564, loss: 1.9564, grad_norm: 5.3185 2020-07-25 08:25:24,346 - mmaction - INFO - Epoch [8][2380/3757] lr: 1.000e-02, eta: 1 day, 4:25:50, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7633, loss_cls: 2.0290, loss: 2.0290, grad_norm: 5.4373 2020-07-25 08:25:36,514 - mmaction - INFO - Epoch [8][2400/3757] lr: 1.000e-02, eta: 1 day, 4:25:34, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7789, loss_cls: 2.0165, loss: 2.0165, grad_norm: 5.2955 2020-07-25 08:25:48,706 - mmaction - INFO - Epoch [8][2420/3757] lr: 1.000e-02, eta: 1 day, 4:25:17, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7664, loss_cls: 1.9929, loss: 1.9929, grad_norm: 5.2707 2020-07-25 08:26:01,058 - mmaction - INFO - Epoch [8][2440/3757] lr: 1.000e-02, eta: 1 day, 4:25:01, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7703, loss_cls: 1.9382, loss: 1.9382, grad_norm: 5.1675 2020-07-25 08:26:13,346 - mmaction - INFO - Epoch [8][2460/3757] lr: 1.000e-02, eta: 1 day, 4:24:46, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7766, loss_cls: 1.8916, loss: 1.8916, grad_norm: 5.0759 2020-07-25 08:26:25,631 - mmaction - INFO - Epoch [8][2480/3757] lr: 1.000e-02, eta: 1 day, 4:24:30, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7781, loss_cls: 1.9653, loss: 1.9653, grad_norm: 5.2610 2020-07-25 08:26:37,838 - mmaction - INFO - Epoch [8][2500/3757] lr: 1.000e-02, eta: 1 day, 4:24:13, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7695, loss_cls: 2.0306, loss: 2.0306, grad_norm: 5.4716 2020-07-25 08:26:50,073 - mmaction - INFO - Epoch [8][2520/3757] lr: 1.000e-02, eta: 1 day, 4:23:57, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7586, loss_cls: 1.9808, loss: 1.9808, grad_norm: 5.3198 2020-07-25 08:27:02,355 - mmaction - INFO - Epoch [8][2540/3757] lr: 1.000e-02, eta: 1 day, 4:23:41, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7742, loss_cls: 2.0364, loss: 2.0364, grad_norm: 5.5047 2020-07-25 08:27:14,794 - mmaction - INFO - Epoch [8][2560/3757] lr: 1.000e-02, eta: 1 day, 4:23:26, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7719, loss_cls: 1.9889, loss: 1.9889, grad_norm: 5.1635 2020-07-25 08:27:27,035 - mmaction - INFO - Epoch [8][2580/3757] lr: 1.000e-02, eta: 1 day, 4:23:10, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7617, loss_cls: 2.0183, loss: 2.0183, grad_norm: 5.2027 2020-07-25 08:27:39,370 - mmaction - INFO - Epoch [8][2600/3757] lr: 1.000e-02, eta: 1 day, 4:22:53, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7742, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.2123 2020-07-25 08:27:51,626 - mmaction - INFO - Epoch [8][2620/3757] lr: 1.000e-02, eta: 1 day, 4:22:38, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7836, loss_cls: 1.9187, loss: 1.9187, grad_norm: 5.1882 2020-07-25 08:28:03,966 - mmaction - INFO - Epoch [8][2640/3757] lr: 1.000e-02, eta: 1 day, 4:22:22, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 1.9882, loss: 1.9882, grad_norm: 5.2918 2020-07-25 08:28:16,039 - mmaction - INFO - Epoch [8][2660/3757] lr: 1.000e-02, eta: 1 day, 4:22:05, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7797, loss_cls: 1.9536, loss: 1.9536, grad_norm: 5.3903 2020-07-25 08:28:28,094 - mmaction - INFO - Epoch [8][2680/3757] lr: 1.000e-02, eta: 1 day, 4:21:48, time: 0.603, data_time: 0.002, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7547, loss_cls: 2.0395, loss: 2.0395, grad_norm: 5.4969 2020-07-25 08:28:40,460 - mmaction - INFO - Epoch [8][2700/3757] lr: 1.000e-02, eta: 1 day, 4:21:32, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7836, loss_cls: 1.9280, loss: 1.9280, grad_norm: 5.2565 2020-07-25 08:28:52,505 - mmaction - INFO - Epoch [8][2720/3757] lr: 1.000e-02, eta: 1 day, 4:21:15, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7711, loss_cls: 1.9816, loss: 1.9816, grad_norm: 5.3771 2020-07-25 08:29:04,784 - mmaction - INFO - Epoch [8][2740/3757] lr: 1.000e-02, eta: 1 day, 4:20:58, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5523, top5_acc: 0.7937, loss_cls: 1.9105, loss: 1.9105, grad_norm: 5.1684 2020-07-25 08:29:17,215 - mmaction - INFO - Epoch [8][2760/3757] lr: 1.000e-02, eta: 1 day, 4:20:44, time: 0.626, data_time: 0.008, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7695, loss_cls: 1.9586, loss: 1.9586, grad_norm: 5.0821 2020-07-25 08:29:29,534 - mmaction - INFO - Epoch [8][2780/3757] lr: 1.000e-02, eta: 1 day, 4:20:27, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7945, loss_cls: 1.9601, loss: 1.9601, grad_norm: 5.2680 2020-07-25 08:29:41,821 - mmaction - INFO - Epoch [8][2800/3757] lr: 1.000e-02, eta: 1 day, 4:20:12, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7680, loss_cls: 2.0054, loss: 2.0054, grad_norm: 5.2002 2020-07-25 08:29:54,126 - mmaction - INFO - Epoch [8][2820/3757] lr: 1.000e-02, eta: 1 day, 4:19:56, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5547, top5_acc: 0.7789, loss_cls: 1.9138, loss: 1.9138, grad_norm: 5.1970 2020-07-25 08:30:06,377 - mmaction - INFO - Epoch [8][2840/3757] lr: 1.000e-02, eta: 1 day, 4:19:40, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7508, loss_cls: 2.1105, loss: 2.1105, grad_norm: 5.3875 2020-07-25 08:30:18,733 - mmaction - INFO - Epoch [8][2860/3757] lr: 1.000e-02, eta: 1 day, 4:19:24, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 1.9871, loss: 1.9871, grad_norm: 5.4562 2020-07-25 08:30:30,915 - mmaction - INFO - Epoch [8][2880/3757] lr: 1.000e-02, eta: 1 day, 4:19:08, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7742, loss_cls: 1.9760, loss: 1.9760, grad_norm: 5.3300 2020-07-25 08:30:43,410 - mmaction - INFO - Epoch [8][2900/3757] lr: 1.000e-02, eta: 1 day, 4:18:52, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 2.0113, loss: 2.0113, grad_norm: 5.3662 2020-07-25 08:30:55,544 - mmaction - INFO - Epoch [8][2920/3757] lr: 1.000e-02, eta: 1 day, 4:18:36, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7844, loss_cls: 1.9449, loss: 1.9449, grad_norm: 5.2574 2020-07-25 08:31:07,977 - mmaction - INFO - Epoch [8][2940/3757] lr: 1.000e-02, eta: 1 day, 4:18:21, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7820, loss_cls: 1.9686, loss: 1.9686, grad_norm: 5.3385 2020-07-25 08:31:20,098 - mmaction - INFO - Epoch [8][2960/3757] lr: 1.000e-02, eta: 1 day, 4:18:04, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7789, loss_cls: 2.0090, loss: 2.0090, grad_norm: 5.3230 2020-07-25 08:31:32,433 - mmaction - INFO - Epoch [8][2980/3757] lr: 1.000e-02, eta: 1 day, 4:17:48, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7742, loss_cls: 1.9518, loss: 1.9518, grad_norm: 5.1978 2020-07-25 08:31:44,588 - mmaction - INFO - Epoch [8][3000/3757] lr: 1.000e-02, eta: 1 day, 4:17:32, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 2.0841, loss: 2.0841, grad_norm: 5.3826 2020-07-25 08:31:56,869 - mmaction - INFO - Epoch [8][3020/3757] lr: 1.000e-02, eta: 1 day, 4:17:16, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0393, loss: 2.0393, grad_norm: 5.2575 2020-07-25 08:32:09,077 - mmaction - INFO - Epoch [8][3040/3757] lr: 1.000e-02, eta: 1 day, 4:17:00, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7867, loss_cls: 1.9352, loss: 1.9352, grad_norm: 5.3990 2020-07-25 08:32:21,280 - mmaction - INFO - Epoch [8][3060/3757] lr: 1.000e-02, eta: 1 day, 4:16:43, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7664, loss_cls: 2.0282, loss: 2.0282, grad_norm: 5.2698 2020-07-25 08:32:33,580 - mmaction - INFO - Epoch [8][3080/3757] lr: 1.000e-02, eta: 1 day, 4:16:28, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7836, loss_cls: 1.9642, loss: 1.9642, grad_norm: 5.4062 2020-07-25 08:32:45,983 - mmaction - INFO - Epoch [8][3100/3757] lr: 1.000e-02, eta: 1 day, 4:16:13, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.4463 2020-07-25 08:32:58,271 - mmaction - INFO - Epoch [8][3120/3757] lr: 1.000e-02, eta: 1 day, 4:15:57, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7937, loss_cls: 1.8515, loss: 1.8515, grad_norm: 4.9909 2020-07-25 08:33:10,558 - mmaction - INFO - Epoch [8][3140/3757] lr: 1.000e-02, eta: 1 day, 4:15:40, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.9157, loss: 1.9157, grad_norm: 5.1354 2020-07-25 08:33:22,589 - mmaction - INFO - Epoch [8][3160/3757] lr: 1.000e-02, eta: 1 day, 4:15:24, time: 0.608, data_time: 0.009, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7648, loss_cls: 2.0263, loss: 2.0263, grad_norm: 5.3695 2020-07-25 08:33:35,028 - mmaction - INFO - Epoch [8][3180/3757] lr: 1.000e-02, eta: 1 day, 4:15:08, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7914, loss_cls: 1.9349, loss: 1.9349, grad_norm: 5.3217 2020-07-25 08:33:47,297 - mmaction - INFO - Epoch [8][3200/3757] lr: 1.000e-02, eta: 1 day, 4:14:53, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7828, loss_cls: 1.9974, loss: 1.9974, grad_norm: 5.1997 2020-07-25 08:33:59,569 - mmaction - INFO - Epoch [8][3220/3757] lr: 1.000e-02, eta: 1 day, 4:14:36, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7797, loss_cls: 1.9772, loss: 1.9772, grad_norm: 5.2663 2020-07-25 08:34:11,773 - mmaction - INFO - Epoch [8][3240/3757] lr: 1.000e-02, eta: 1 day, 4:14:21, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7555, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.2355 2020-07-25 08:34:24,009 - mmaction - INFO - Epoch [8][3260/3757] lr: 1.000e-02, eta: 1 day, 4:14:04, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7859, loss_cls: 1.8895, loss: 1.8895, grad_norm: 5.1836 2020-07-25 08:34:36,284 - mmaction - INFO - Epoch [8][3280/3757] lr: 1.000e-02, eta: 1 day, 4:13:48, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7750, loss_cls: 1.9943, loss: 1.9943, grad_norm: 5.2715 2020-07-25 08:34:48,686 - mmaction - INFO - Epoch [8][3300/3757] lr: 1.000e-02, eta: 1 day, 4:13:32, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7680, loss_cls: 1.9666, loss: 1.9666, grad_norm: 5.2574 2020-07-25 08:35:00,802 - mmaction - INFO - Epoch [8][3320/3757] lr: 1.000e-02, eta: 1 day, 4:13:17, time: 0.614, data_time: 0.012, memory: 7079, top1_acc: 0.5500, top5_acc: 0.7742, loss_cls: 1.9284, loss: 1.9284, grad_norm: 5.0909 2020-07-25 08:35:13,276 - mmaction - INFO - Epoch [8][3340/3757] lr: 1.000e-02, eta: 1 day, 4:13:01, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 1.9205, loss: 1.9205, grad_norm: 5.0129 2020-07-25 08:35:25,300 - mmaction - INFO - Epoch [8][3360/3757] lr: 1.000e-02, eta: 1 day, 4:12:45, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7969, loss_cls: 1.9138, loss: 1.9138, grad_norm: 5.3110 2020-07-25 08:35:37,519 - mmaction - INFO - Epoch [8][3380/3757] lr: 1.000e-02, eta: 1 day, 4:12:28, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7750, loss_cls: 2.0027, loss: 2.0027, grad_norm: 5.2152 2020-07-25 08:35:49,692 - mmaction - INFO - Epoch [8][3400/3757] lr: 1.000e-02, eta: 1 day, 4:12:12, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 1.9855, loss: 1.9855, grad_norm: 5.1448 2020-07-25 08:36:02,025 - mmaction - INFO - Epoch [8][3420/3757] lr: 1.000e-02, eta: 1 day, 4:11:57, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5273, top5_acc: 0.7578, loss_cls: 2.0235, loss: 2.0235, grad_norm: 5.2887 2020-07-25 08:36:14,193 - mmaction - INFO - Epoch [8][3440/3757] lr: 1.000e-02, eta: 1 day, 4:11:40, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7812, loss_cls: 1.9102, loss: 1.9102, grad_norm: 5.2800 2020-07-25 08:36:26,491 - mmaction - INFO - Epoch [8][3460/3757] lr: 1.000e-02, eta: 1 day, 4:11:24, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5453, top5_acc: 0.8094, loss_cls: 1.8314, loss: 1.8314, grad_norm: 5.2286 2020-07-25 08:36:38,563 - mmaction - INFO - Epoch [8][3480/3757] lr: 1.000e-02, eta: 1 day, 4:11:07, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7758, loss_cls: 1.9829, loss: 1.9829, grad_norm: 5.2939 2020-07-25 08:36:50,928 - mmaction - INFO - Epoch [8][3500/3757] lr: 1.000e-02, eta: 1 day, 4:10:52, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7680, loss_cls: 2.0596, loss: 2.0596, grad_norm: 5.2654 2020-07-25 08:37:03,061 - mmaction - INFO - Epoch [8][3520/3757] lr: 1.000e-02, eta: 1 day, 4:10:36, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7820, loss_cls: 1.9713, loss: 1.9713, grad_norm: 5.2665 2020-07-25 08:37:15,393 - mmaction - INFO - Epoch [8][3540/3757] lr: 1.000e-02, eta: 1 day, 4:10:20, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7734, loss_cls: 1.9222, loss: 1.9222, grad_norm: 5.1600 2020-07-25 08:37:27,434 - mmaction - INFO - Epoch [8][3560/3757] lr: 1.000e-02, eta: 1 day, 4:10:03, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7852, loss_cls: 1.8937, loss: 1.8937, grad_norm: 5.3618 2020-07-25 08:37:39,755 - mmaction - INFO - Epoch [8][3580/3757] lr: 1.000e-02, eta: 1 day, 4:09:47, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5547, top5_acc: 0.7758, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.1604 2020-07-25 08:37:52,026 - mmaction - INFO - Epoch [8][3600/3757] lr: 1.000e-02, eta: 1 day, 4:09:32, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5437, top5_acc: 0.7805, loss_cls: 1.9333, loss: 1.9333, grad_norm: 5.1853 2020-07-25 08:38:04,294 - mmaction - INFO - Epoch [8][3620/3757] lr: 1.000e-02, eta: 1 day, 4:09:16, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 1.9830, loss: 1.9830, grad_norm: 5.3048 2020-07-25 08:38:16,466 - mmaction - INFO - Epoch [8][3640/3757] lr: 1.000e-02, eta: 1 day, 4:08:59, time: 0.607, data_time: 0.002, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9367, loss: 1.9367, grad_norm: 5.1853 2020-07-25 08:38:28,722 - mmaction - INFO - Epoch [8][3660/3757] lr: 1.000e-02, eta: 1 day, 4:08:44, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7852, loss_cls: 1.9443, loss: 1.9443, grad_norm: 5.3240 2020-07-25 08:38:41,140 - mmaction - INFO - Epoch [8][3680/3757] lr: 1.000e-02, eta: 1 day, 4:08:28, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7836, loss_cls: 1.9181, loss: 1.9181, grad_norm: 5.1531 2020-07-25 08:38:53,235 - mmaction - INFO - Epoch [8][3700/3757] lr: 1.000e-02, eta: 1 day, 4:08:12, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7797, loss_cls: 1.9304, loss: 1.9304, grad_norm: 5.1565 2020-07-25 08:39:05,584 - mmaction - INFO - Epoch [8][3720/3757] lr: 1.000e-02, eta: 1 day, 4:07:56, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5539, top5_acc: 0.7875, loss_cls: 1.8962, loss: 1.8962, grad_norm: 5.2132 2020-07-25 08:39:17,803 - mmaction - INFO - Epoch [8][3740/3757] lr: 1.000e-02, eta: 1 day, 4:07:40, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7797, loss_cls: 1.9584, loss: 1.9584, grad_norm: 5.3260 2020-07-25 08:39:28,091 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-25 08:39:49,552 - mmaction - INFO - Epoch [9][20/3757] lr: 1.000e-02, eta: 1 day, 4:07:02, time: 1.052, data_time: 0.449, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7961, loss_cls: 1.8161, loss: 1.8161, grad_norm: 5.2187 2020-07-25 08:40:01,717 - mmaction - INFO - Epoch [9][40/3757] lr: 1.000e-02, eta: 1 day, 4:06:46, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5414, top5_acc: 0.8039, loss_cls: 1.8749, loss: 1.8749, grad_norm: 5.3458 2020-07-25 08:40:14,035 - mmaction - INFO - Epoch [9][60/3757] lr: 1.000e-02, eta: 1 day, 4:06:30, time: 0.616, data_time: 0.004, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7883, loss_cls: 1.8704, loss: 1.8704, grad_norm: 5.4178 2020-07-25 08:40:26,306 - mmaction - INFO - Epoch [9][80/3757] lr: 1.000e-02, eta: 1 day, 4:06:14, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.8716, loss: 1.8716, grad_norm: 5.3412 2020-07-25 08:40:38,506 - mmaction - INFO - Epoch [9][100/3757] lr: 1.000e-02, eta: 1 day, 4:05:59, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7930, loss_cls: 1.9680, loss: 1.9680, grad_norm: 5.3187 2020-07-25 08:40:50,784 - mmaction - INFO - Epoch [9][120/3757] lr: 1.000e-02, eta: 1 day, 4:05:42, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5617, top5_acc: 0.8031, loss_cls: 1.8358, loss: 1.8358, grad_norm: 5.2321 2020-07-25 08:41:02,913 - mmaction - INFO - Epoch [9][140/3757] lr: 1.000e-02, eta: 1 day, 4:05:26, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7859, loss_cls: 1.9065, loss: 1.9065, grad_norm: 5.2190 2020-07-25 08:41:15,303 - mmaction - INFO - Epoch [9][160/3757] lr: 1.000e-02, eta: 1 day, 4:05:11, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7883, loss_cls: 1.9604, loss: 1.9604, grad_norm: 5.3346 2020-07-25 08:41:27,458 - mmaction - INFO - Epoch [9][180/3757] lr: 1.000e-02, eta: 1 day, 4:04:55, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7859, loss_cls: 1.9763, loss: 1.9763, grad_norm: 5.3885 2020-07-25 08:41:39,752 - mmaction - INFO - Epoch [9][200/3757] lr: 1.000e-02, eta: 1 day, 4:04:39, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7953, loss_cls: 1.8552, loss: 1.8552, grad_norm: 5.2273 2020-07-25 08:41:52,022 - mmaction - INFO - Epoch [9][220/3757] lr: 1.000e-02, eta: 1 day, 4:04:24, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.8580, loss: 1.8580, grad_norm: 5.0286 2020-07-25 08:42:04,298 - mmaction - INFO - Epoch [9][240/3757] lr: 1.000e-02, eta: 1 day, 4:04:07, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.5289, top5_acc: 0.8000, loss_cls: 1.9055, loss: 1.9055, grad_norm: 5.1880 2020-07-25 08:42:16,450 - mmaction - INFO - Epoch [9][260/3757] lr: 1.000e-02, eta: 1 day, 4:03:51, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8078, loss_cls: 1.8466, loss: 1.8466, grad_norm: 5.0291 2020-07-25 08:42:28,697 - mmaction - INFO - Epoch [9][280/3757] lr: 1.000e-02, eta: 1 day, 4:03:35, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7812, loss_cls: 1.9060, loss: 1.9060, grad_norm: 5.2789 2020-07-25 08:42:41,002 - mmaction - INFO - Epoch [9][300/3757] lr: 1.000e-02, eta: 1 day, 4:03:20, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8109, loss_cls: 1.8073, loss: 1.8073, grad_norm: 5.2348 2020-07-25 08:42:53,341 - mmaction - INFO - Epoch [9][320/3757] lr: 1.000e-02, eta: 1 day, 4:03:05, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7805, loss_cls: 1.9617, loss: 1.9617, grad_norm: 5.5556 2020-07-25 08:43:05,536 - mmaction - INFO - Epoch [9][340/3757] lr: 1.000e-02, eta: 1 day, 4:02:49, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5547, top5_acc: 0.8078, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.3226 2020-07-25 08:43:17,930 - mmaction - INFO - Epoch [9][360/3757] lr: 1.000e-02, eta: 1 day, 4:02:34, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7805, loss_cls: 1.8965, loss: 1.8965, grad_norm: 5.2009 2020-07-25 08:43:30,012 - mmaction - INFO - Epoch [9][380/3757] lr: 1.000e-02, eta: 1 day, 4:02:17, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.5516, top5_acc: 0.8102, loss_cls: 1.8491, loss: 1.8491, grad_norm: 5.3589 2020-07-25 08:43:42,351 - mmaction - INFO - Epoch [9][400/3757] lr: 1.000e-02, eta: 1 day, 4:02:01, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7859, loss_cls: 1.9174, loss: 1.9174, grad_norm: 5.5239 2020-07-25 08:43:54,630 - mmaction - INFO - Epoch [9][420/3757] lr: 1.000e-02, eta: 1 day, 4:01:46, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7852, loss_cls: 1.9194, loss: 1.9194, grad_norm: 5.4915 2020-07-25 08:44:06,822 - mmaction - INFO - Epoch [9][440/3757] lr: 1.000e-02, eta: 1 day, 4:01:30, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5508, top5_acc: 0.8031, loss_cls: 1.8684, loss: 1.8684, grad_norm: 5.3243 2020-07-25 08:44:19,047 - mmaction - INFO - Epoch [9][460/3757] lr: 1.000e-02, eta: 1 day, 4:01:14, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7664, loss_cls: 1.9708, loss: 1.9708, grad_norm: 5.2500 2020-07-25 08:44:31,609 - mmaction - INFO - Epoch [9][480/3757] lr: 1.000e-02, eta: 1 day, 4:01:00, time: 0.628, data_time: 0.020, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7836, loss_cls: 1.8896, loss: 1.8896, grad_norm: 5.2426 2020-07-25 08:44:43,757 - mmaction - INFO - Epoch [9][500/3757] lr: 1.000e-02, eta: 1 day, 4:00:44, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7812, loss_cls: 1.9908, loss: 1.9908, grad_norm: 5.4928 2020-07-25 08:44:56,019 - mmaction - INFO - Epoch [9][520/3757] lr: 1.000e-02, eta: 1 day, 4:00:28, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9511, loss: 1.9511, grad_norm: 5.3278 2020-07-25 08:45:08,182 - mmaction - INFO - Epoch [9][540/3757] lr: 1.000e-02, eta: 1 day, 4:00:12, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.5461, top5_acc: 0.8102, loss_cls: 1.8127, loss: 1.8127, grad_norm: 5.1584 2020-07-25 08:45:20,432 - mmaction - INFO - Epoch [9][560/3757] lr: 1.000e-02, eta: 1 day, 3:59:56, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5477, top5_acc: 0.8031, loss_cls: 1.8762, loss: 1.8762, grad_norm: 5.4078 2020-07-25 08:45:32,700 - mmaction - INFO - Epoch [9][580/3757] lr: 1.000e-02, eta: 1 day, 3:59:40, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7789, loss_cls: 1.9447, loss: 1.9447, grad_norm: 5.3474 2020-07-25 08:45:44,954 - mmaction - INFO - Epoch [9][600/3757] lr: 1.000e-02, eta: 1 day, 3:59:24, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7773, loss_cls: 1.9138, loss: 1.9138, grad_norm: 5.4664 2020-07-25 08:45:57,031 - mmaction - INFO - Epoch [9][620/3757] lr: 1.000e-02, eta: 1 day, 3:59:08, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7914, loss_cls: 1.8785, loss: 1.8785, grad_norm: 5.2719 2020-07-25 08:46:09,429 - mmaction - INFO - Epoch [9][640/3757] lr: 1.000e-02, eta: 1 day, 3:58:53, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7937, loss_cls: 1.9161, loss: 1.9161, grad_norm: 5.4927 2020-07-25 08:46:21,493 - mmaction - INFO - Epoch [9][660/3757] lr: 1.000e-02, eta: 1 day, 3:58:36, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7812, loss_cls: 1.9621, loss: 1.9621, grad_norm: 5.3068 2020-07-25 08:46:33,849 - mmaction - INFO - Epoch [9][680/3757] lr: 1.000e-02, eta: 1 day, 3:58:21, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9529, loss: 1.9529, grad_norm: 5.2089 2020-07-25 08:46:46,085 - mmaction - INFO - Epoch [9][700/3757] lr: 1.000e-02, eta: 1 day, 3:58:05, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5539, top5_acc: 0.7961, loss_cls: 1.8752, loss: 1.8752, grad_norm: 5.1619 2020-07-25 08:46:58,343 - mmaction - INFO - Epoch [9][720/3757] lr: 1.000e-02, eta: 1 day, 3:57:50, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7906, loss_cls: 1.9516, loss: 1.9516, grad_norm: 5.3675 2020-07-25 08:47:10,604 - mmaction - INFO - Epoch [9][740/3757] lr: 1.000e-02, eta: 1 day, 3:57:34, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7805, loss_cls: 1.9725, loss: 1.9725, grad_norm: 5.3934 2020-07-25 08:47:22,749 - mmaction - INFO - Epoch [9][760/3757] lr: 1.000e-02, eta: 1 day, 3:57:18, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7711, loss_cls: 1.9429, loss: 1.9429, grad_norm: 5.3713 2020-07-25 08:47:35,079 - mmaction - INFO - Epoch [9][780/3757] lr: 1.000e-02, eta: 1 day, 3:57:02, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7945, loss_cls: 1.8772, loss: 1.8772, grad_norm: 5.0911 2020-07-25 08:47:47,144 - mmaction - INFO - Epoch [9][800/3757] lr: 1.000e-02, eta: 1 day, 3:56:46, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7922, loss_cls: 1.8694, loss: 1.8694, grad_norm: 4.9442 2020-07-25 08:47:59,484 - mmaction - INFO - Epoch [9][820/3757] lr: 1.000e-02, eta: 1 day, 3:56:30, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7773, loss_cls: 1.9619, loss: 1.9619, grad_norm: 5.1851 2020-07-25 08:48:11,755 - mmaction - INFO - Epoch [9][840/3757] lr: 1.000e-02, eta: 1 day, 3:56:15, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7969, loss_cls: 1.8620, loss: 1.8620, grad_norm: 5.2371 2020-07-25 08:48:24,078 - mmaction - INFO - Epoch [9][860/3757] lr: 1.000e-02, eta: 1 day, 3:55:59, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7672, loss_cls: 2.0118, loss: 2.0118, grad_norm: 5.5011 2020-07-25 08:48:36,197 - mmaction - INFO - Epoch [9][880/3757] lr: 1.000e-02, eta: 1 day, 3:55:43, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7961, loss_cls: 1.9060, loss: 1.9060, grad_norm: 5.1511 2020-07-25 08:48:48,503 - mmaction - INFO - Epoch [9][900/3757] lr: 1.000e-02, eta: 1 day, 3:55:27, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5484, top5_acc: 0.8031, loss_cls: 1.8436, loss: 1.8436, grad_norm: 5.0717 2020-07-25 08:49:00,680 - mmaction - INFO - Epoch [9][920/3757] lr: 1.000e-02, eta: 1 day, 3:55:12, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7805, loss_cls: 1.8549, loss: 1.8549, grad_norm: 5.1928 2020-07-25 08:49:12,989 - mmaction - INFO - Epoch [9][940/3757] lr: 1.000e-02, eta: 1 day, 3:54:56, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9425, loss: 1.9425, grad_norm: 5.2254 2020-07-25 08:49:25,170 - mmaction - INFO - Epoch [9][960/3757] lr: 1.000e-02, eta: 1 day, 3:54:40, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5539, top5_acc: 0.8117, loss_cls: 1.8176, loss: 1.8176, grad_norm: 5.2586 2020-07-25 08:49:37,403 - mmaction - INFO - Epoch [9][980/3757] lr: 1.000e-02, eta: 1 day, 3:54:24, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7914, loss_cls: 1.8454, loss: 1.8454, grad_norm: 5.2490 2020-07-25 08:49:49,620 - mmaction - INFO - Epoch [9][1000/3757] lr: 1.000e-02, eta: 1 day, 3:54:09, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7750, loss_cls: 1.9730, loss: 1.9730, grad_norm: 5.2739 2020-07-25 08:50:01,862 - mmaction - INFO - Epoch [9][1020/3757] lr: 1.000e-02, eta: 1 day, 3:53:53, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7812, loss_cls: 1.9587, loss: 1.9587, grad_norm: 5.3416 2020-07-25 08:50:14,188 - mmaction - INFO - Epoch [9][1040/3757] lr: 1.000e-02, eta: 1 day, 3:53:38, time: 0.615, data_time: 0.003, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7867, loss_cls: 1.9174, loss: 1.9174, grad_norm: 5.2567 2020-07-25 08:50:26,541 - mmaction - INFO - Epoch [9][1060/3757] lr: 1.000e-02, eta: 1 day, 3:53:23, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7953, loss_cls: 1.8623, loss: 1.8623, grad_norm: 5.1747 2020-07-25 08:50:38,872 - mmaction - INFO - Epoch [9][1080/3757] lr: 1.000e-02, eta: 1 day, 3:53:07, time: 0.617, data_time: 0.004, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7789, loss_cls: 1.9172, loss: 1.9172, grad_norm: 5.4621 2020-07-25 08:50:51,153 - mmaction - INFO - Epoch [9][1100/3757] lr: 1.000e-02, eta: 1 day, 3:52:52, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.8803, loss: 1.8803, grad_norm: 5.2919 2020-07-25 08:51:03,373 - mmaction - INFO - Epoch [9][1120/3757] lr: 1.000e-02, eta: 1 day, 3:52:36, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7734, loss_cls: 1.9108, loss: 1.9108, grad_norm: 5.2842 2020-07-25 08:51:15,731 - mmaction - INFO - Epoch [9][1140/3757] lr: 1.000e-02, eta: 1 day, 3:52:21, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5570, top5_acc: 0.8078, loss_cls: 1.8202, loss: 1.8202, grad_norm: 5.3459 2020-07-25 08:51:27,931 - mmaction - INFO - Epoch [9][1160/3757] lr: 1.000e-02, eta: 1 day, 3:52:05, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8227, loss_cls: 1.7419, loss: 1.7419, grad_norm: 5.1363 2020-07-25 08:51:40,296 - mmaction - INFO - Epoch [9][1180/3757] lr: 1.000e-02, eta: 1 day, 3:51:50, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7883, loss_cls: 1.9185, loss: 1.9185, grad_norm: 5.4539 2020-07-25 08:51:52,456 - mmaction - INFO - Epoch [9][1200/3757] lr: 1.000e-02, eta: 1 day, 3:51:34, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7883, loss_cls: 1.9496, loss: 1.9496, grad_norm: 5.5656 2020-07-25 08:52:04,830 - mmaction - INFO - Epoch [9][1220/3757] lr: 1.000e-02, eta: 1 day, 3:51:19, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7680, loss_cls: 1.9937, loss: 1.9937, grad_norm: 5.3703 2020-07-25 08:52:17,053 - mmaction - INFO - Epoch [9][1240/3757] lr: 1.000e-02, eta: 1 day, 3:51:03, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7562, loss_cls: 2.0375, loss: 2.0375, grad_norm: 5.3528 2020-07-25 08:52:29,378 - mmaction - INFO - Epoch [9][1260/3757] lr: 1.000e-02, eta: 1 day, 3:50:48, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7914, loss_cls: 1.8302, loss: 1.8302, grad_norm: 5.1657 2020-07-25 08:52:42,305 - mmaction - INFO - Epoch [9][1280/3757] lr: 1.000e-02, eta: 1 day, 3:50:36, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.4526 2020-07-25 08:52:54,614 - mmaction - INFO - Epoch [9][1300/3757] lr: 1.000e-02, eta: 1 day, 3:50:21, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7758, loss_cls: 1.9438, loss: 1.9438, grad_norm: 5.2715 2020-07-25 08:53:06,843 - mmaction - INFO - Epoch [9][1320/3757] lr: 1.000e-02, eta: 1 day, 3:50:05, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 1.9696, loss: 1.9696, grad_norm: 5.3488 2020-07-25 08:53:19,284 - mmaction - INFO - Epoch [9][1340/3757] lr: 1.000e-02, eta: 1 day, 3:49:50, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.8551, loss: 1.8551, grad_norm: 5.2410 2020-07-25 08:53:31,445 - mmaction - INFO - Epoch [9][1360/3757] lr: 1.000e-02, eta: 1 day, 3:49:34, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0208, loss: 2.0208, grad_norm: 5.3968 2020-07-25 08:53:43,654 - mmaction - INFO - Epoch [9][1380/3757] lr: 1.000e-02, eta: 1 day, 3:49:18, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7836, loss_cls: 1.9152, loss: 1.9152, grad_norm: 5.1968 2020-07-25 08:53:55,842 - mmaction - INFO - Epoch [9][1400/3757] lr: 1.000e-02, eta: 1 day, 3:49:03, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7711, loss_cls: 1.9701, loss: 1.9701, grad_norm: 5.3081 2020-07-25 08:54:08,181 - mmaction - INFO - Epoch [9][1420/3757] lr: 1.000e-02, eta: 1 day, 3:48:47, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7688, loss_cls: 2.0153, loss: 2.0153, grad_norm: 5.3820 2020-07-25 08:54:20,289 - mmaction - INFO - Epoch [9][1440/3757] lr: 1.000e-02, eta: 1 day, 3:48:31, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7867, loss_cls: 1.9455, loss: 1.9455, grad_norm: 5.2383 2020-07-25 08:54:32,653 - mmaction - INFO - Epoch [9][1460/3757] lr: 1.000e-02, eta: 1 day, 3:48:16, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7648, loss_cls: 1.9825, loss: 1.9825, grad_norm: 5.2553 2020-07-25 08:54:44,845 - mmaction - INFO - Epoch [9][1480/3757] lr: 1.000e-02, eta: 1 day, 3:48:00, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0157, loss: 2.0157, grad_norm: 5.3896 2020-07-25 08:54:57,280 - mmaction - INFO - Epoch [9][1500/3757] lr: 1.000e-02, eta: 1 day, 3:47:46, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7883, loss_cls: 1.8804, loss: 1.8804, grad_norm: 5.2923 2020-07-25 08:55:09,492 - mmaction - INFO - Epoch [9][1520/3757] lr: 1.000e-02, eta: 1 day, 3:47:30, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 1.9591, loss: 1.9591, grad_norm: 5.2627 2020-07-25 08:55:21,876 - mmaction - INFO - Epoch [9][1540/3757] lr: 1.000e-02, eta: 1 day, 3:47:15, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7742, loss_cls: 1.9134, loss: 1.9134, grad_norm: 5.1513 2020-07-25 08:55:33,952 - mmaction - INFO - Epoch [9][1560/3757] lr: 1.000e-02, eta: 1 day, 3:46:59, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7859, loss_cls: 1.8891, loss: 1.8891, grad_norm: 5.3477 2020-07-25 08:55:46,364 - mmaction - INFO - Epoch [9][1580/3757] lr: 1.000e-02, eta: 1 day, 3:46:44, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7914, loss_cls: 1.8004, loss: 1.8004, grad_norm: 5.3163 2020-07-25 08:55:58,558 - mmaction - INFO - Epoch [9][1600/3757] lr: 1.000e-02, eta: 1 day, 3:46:28, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5391, top5_acc: 0.7711, loss_cls: 1.9380, loss: 1.9380, grad_norm: 5.2871 2020-07-25 08:56:10,957 - mmaction - INFO - Epoch [9][1620/3757] lr: 1.000e-02, eta: 1 day, 3:46:13, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9206, loss: 1.9206, grad_norm: 5.3267 2020-07-25 08:56:23,203 - mmaction - INFO - Epoch [9][1640/3757] lr: 1.000e-02, eta: 1 day, 3:45:58, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7688, loss_cls: 1.9377, loss: 1.9377, grad_norm: 5.4039 2020-07-25 08:56:35,527 - mmaction - INFO - Epoch [9][1660/3757] lr: 1.000e-02, eta: 1 day, 3:45:42, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7828, loss_cls: 1.8977, loss: 1.8977, grad_norm: 5.2318 2020-07-25 08:56:47,675 - mmaction - INFO - Epoch [9][1680/3757] lr: 1.000e-02, eta: 1 day, 3:45:27, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7945, loss_cls: 1.9215, loss: 1.9215, grad_norm: 5.3506 2020-07-25 08:56:59,944 - mmaction - INFO - Epoch [9][1700/3757] lr: 1.000e-02, eta: 1 day, 3:45:11, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.8101, loss: 1.8101, grad_norm: 4.9878 2020-07-25 08:57:12,150 - mmaction - INFO - Epoch [9][1720/3757] lr: 1.000e-02, eta: 1 day, 3:44:55, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7812, loss_cls: 1.9324, loss: 1.9324, grad_norm: 5.4459 2020-07-25 08:57:24,542 - mmaction - INFO - Epoch [9][1740/3757] lr: 1.000e-02, eta: 1 day, 3:44:40, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7828, loss_cls: 1.8583, loss: 1.8583, grad_norm: 5.2782 2020-07-25 08:57:36,577 - mmaction - INFO - Epoch [9][1760/3757] lr: 1.000e-02, eta: 1 day, 3:44:24, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9068, loss: 1.9068, grad_norm: 5.2956 2020-07-25 08:57:48,893 - mmaction - INFO - Epoch [9][1780/3757] lr: 1.000e-02, eta: 1 day, 3:44:09, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7828, loss_cls: 1.9001, loss: 1.9001, grad_norm: 5.2899 2020-07-25 08:58:01,021 - mmaction - INFO - Epoch [9][1800/3757] lr: 1.000e-02, eta: 1 day, 3:43:53, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5648, top5_acc: 0.7805, loss_cls: 1.8724, loss: 1.8724, grad_norm: 5.3471 2020-07-25 08:58:14,220 - mmaction - INFO - Epoch [9][1820/3757] lr: 1.000e-02, eta: 1 day, 3:43:37, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5477, top5_acc: 0.7992, loss_cls: 1.8865, loss: 1.8865, grad_norm: 5.3452 2020-07-25 08:58:26,721 - mmaction - INFO - Epoch [9][1840/3757] lr: 1.000e-02, eta: 1 day, 3:43:28, time: 0.673, data_time: 0.054, memory: 7079, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.8659, loss: 1.8659, grad_norm: 5.2385 2020-07-25 08:58:39,165 - mmaction - INFO - Epoch [9][1860/3757] lr: 1.000e-02, eta: 1 day, 3:43:13, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8577, loss: 1.8577, grad_norm: 5.4631 2020-07-25 08:58:51,320 - mmaction - INFO - Epoch [9][1880/3757] lr: 1.000e-02, eta: 1 day, 3:42:57, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7922, loss_cls: 1.9450, loss: 1.9450, grad_norm: 5.3102 2020-07-25 08:59:03,550 - mmaction - INFO - Epoch [9][1900/3757] lr: 1.000e-02, eta: 1 day, 3:42:41, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7812, loss_cls: 1.8576, loss: 1.8576, grad_norm: 5.2753 2020-07-25 08:59:15,899 - mmaction - INFO - Epoch [9][1920/3757] lr: 1.000e-02, eta: 1 day, 3:42:27, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7930, loss_cls: 1.8883, loss: 1.8883, grad_norm: 5.4029 2020-07-25 08:59:28,268 - mmaction - INFO - Epoch [9][1940/3757] lr: 1.000e-02, eta: 1 day, 3:42:12, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5445, top5_acc: 0.8047, loss_cls: 1.8694, loss: 1.8694, grad_norm: 5.3952 2020-07-25 08:59:40,509 - mmaction - INFO - Epoch [9][1960/3757] lr: 1.000e-02, eta: 1 day, 3:41:56, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7680, loss_cls: 1.9728, loss: 1.9728, grad_norm: 5.1565 2020-07-25 08:59:52,698 - mmaction - INFO - Epoch [9][1980/3757] lr: 1.000e-02, eta: 1 day, 3:41:40, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.8400, loss: 1.8400, grad_norm: 5.1248 2020-07-25 09:00:08,072 - mmaction - INFO - Epoch [9][2000/3757] lr: 1.000e-02, eta: 1 day, 3:41:40, time: 0.767, data_time: 0.010, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7859, loss_cls: 1.9513, loss: 1.9513, grad_norm: 5.3929 2020-07-25 09:00:20,207 - mmaction - INFO - Epoch [9][2020/3757] lr: 1.000e-02, eta: 1 day, 3:41:24, time: 0.610, data_time: 0.010, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7695, loss_cls: 2.0402, loss: 2.0402, grad_norm: 5.5936 2020-07-25 09:00:32,498 - mmaction - INFO - Epoch [9][2040/3757] lr: 1.000e-02, eta: 1 day, 3:41:09, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7812, loss_cls: 1.9794, loss: 1.9794, grad_norm: 5.4367 2020-07-25 09:00:44,673 - mmaction - INFO - Epoch [9][2060/3757] lr: 1.000e-02, eta: 1 day, 3:40:53, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7844, loss_cls: 1.9408, loss: 1.9408, grad_norm: 5.3363 2020-07-25 09:00:56,962 - mmaction - INFO - Epoch [9][2080/3757] lr: 1.000e-02, eta: 1 day, 3:40:37, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7937, loss_cls: 1.9128, loss: 1.9128, grad_norm: 5.1128 2020-07-25 09:01:09,096 - mmaction - INFO - Epoch [9][2100/3757] lr: 1.000e-02, eta: 1 day, 3:40:22, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 1.9113, loss: 1.9113, grad_norm: 5.2277 2020-07-25 09:01:21,418 - mmaction - INFO - Epoch [9][2120/3757] lr: 1.000e-02, eta: 1 day, 3:40:07, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7805, loss_cls: 1.9011, loss: 1.9011, grad_norm: 5.0671 2020-07-25 09:01:33,595 - mmaction - INFO - Epoch [9][2140/3757] lr: 1.000e-02, eta: 1 day, 3:39:51, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7633, loss_cls: 1.9947, loss: 1.9947, grad_norm: 5.1905 2020-07-25 09:01:45,949 - mmaction - INFO - Epoch [9][2160/3757] lr: 1.000e-02, eta: 1 day, 3:39:36, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5477, top5_acc: 0.7773, loss_cls: 1.9289, loss: 1.9289, grad_norm: 5.1784 2020-07-25 09:01:58,247 - mmaction - INFO - Epoch [9][2180/3757] lr: 1.000e-02, eta: 1 day, 3:39:21, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9004, loss: 1.9004, grad_norm: 5.2438 2020-07-25 09:02:10,530 - mmaction - INFO - Epoch [9][2200/3757] lr: 1.000e-02, eta: 1 day, 3:39:05, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7680, loss_cls: 2.0078, loss: 2.0078, grad_norm: 5.3219 2020-07-25 09:02:22,765 - mmaction - INFO - Epoch [9][2220/3757] lr: 1.000e-02, eta: 1 day, 3:38:50, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7555, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.1858 2020-07-25 09:02:35,234 - mmaction - INFO - Epoch [9][2240/3757] lr: 1.000e-02, eta: 1 day, 3:38:35, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9371, loss: 1.9371, grad_norm: 5.2071 2020-07-25 09:02:47,328 - mmaction - INFO - Epoch [9][2260/3757] lr: 1.000e-02, eta: 1 day, 3:38:20, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7734, loss_cls: 2.0246, loss: 2.0246, grad_norm: 5.3452 2020-07-25 09:02:59,520 - mmaction - INFO - Epoch [9][2280/3757] lr: 1.000e-02, eta: 1 day, 3:38:04, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7914, loss_cls: 1.8961, loss: 1.8961, grad_norm: 5.4806 2020-07-25 09:03:11,685 - mmaction - INFO - Epoch [9][2300/3757] lr: 1.000e-02, eta: 1 day, 3:37:48, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7695, loss_cls: 1.9518, loss: 1.9518, grad_norm: 5.4978 2020-07-25 09:03:23,997 - mmaction - INFO - Epoch [9][2320/3757] lr: 1.000e-02, eta: 1 day, 3:37:33, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7898, loss_cls: 1.9484, loss: 1.9484, grad_norm: 5.5090 2020-07-25 09:03:36,175 - mmaction - INFO - Epoch [9][2340/3757] lr: 1.000e-02, eta: 1 day, 3:37:17, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7953, loss_cls: 1.8588, loss: 1.8588, grad_norm: 5.2704 2020-07-25 09:03:48,469 - mmaction - INFO - Epoch [9][2360/3757] lr: 1.000e-02, eta: 1 day, 3:37:02, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7734, loss_cls: 1.9342, loss: 1.9342, grad_norm: 5.2898 2020-07-25 09:04:00,651 - mmaction - INFO - Epoch [9][2380/3757] lr: 1.000e-02, eta: 1 day, 3:36:46, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7836, loss_cls: 1.9027, loss: 1.9027, grad_norm: 5.2596 2020-07-25 09:04:12,939 - mmaction - INFO - Epoch [9][2400/3757] lr: 1.000e-02, eta: 1 day, 3:36:31, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7680, loss_cls: 1.9486, loss: 1.9486, grad_norm: 5.4807 2020-07-25 09:04:25,071 - mmaction - INFO - Epoch [9][2420/3757] lr: 1.000e-02, eta: 1 day, 3:36:15, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5391, top5_acc: 0.7711, loss_cls: 1.9651, loss: 1.9651, grad_norm: 5.2862 2020-07-25 09:04:37,449 - mmaction - INFO - Epoch [9][2440/3757] lr: 1.000e-02, eta: 1 day, 3:36:00, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7758, loss_cls: 1.9747, loss: 1.9747, grad_norm: 5.3991 2020-07-25 09:04:49,490 - mmaction - INFO - Epoch [9][2460/3757] lr: 1.000e-02, eta: 1 day, 3:35:44, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7688, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.2535 2020-07-25 09:05:01,706 - mmaction - INFO - Epoch [9][2480/3757] lr: 1.000e-02, eta: 1 day, 3:35:28, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7922, loss_cls: 1.9379, loss: 1.9379, grad_norm: 5.1798 2020-07-25 09:05:13,897 - mmaction - INFO - Epoch [9][2500/3757] lr: 1.000e-02, eta: 1 day, 3:35:13, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7969, loss_cls: 1.9142, loss: 1.9142, grad_norm: 5.2074 2020-07-25 09:05:26,309 - mmaction - INFO - Epoch [9][2520/3757] lr: 1.000e-02, eta: 1 day, 3:34:58, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7883, loss_cls: 1.8717, loss: 1.8717, grad_norm: 5.3347 2020-07-25 09:05:38,382 - mmaction - INFO - Epoch [9][2540/3757] lr: 1.000e-02, eta: 1 day, 3:34:42, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7859, loss_cls: 1.9330, loss: 1.9330, grad_norm: 5.2819 2020-07-25 09:05:50,664 - mmaction - INFO - Epoch [9][2560/3757] lr: 1.000e-02, eta: 1 day, 3:34:26, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5547, top5_acc: 0.8008, loss_cls: 1.8530, loss: 1.8530, grad_norm: 5.1230 2020-07-25 09:06:02,778 - mmaction - INFO - Epoch [9][2580/3757] lr: 1.000e-02, eta: 1 day, 3:34:11, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.5273, top5_acc: 0.7758, loss_cls: 1.9819, loss: 1.9819, grad_norm: 5.3264 2020-07-25 09:06:15,137 - mmaction - INFO - Epoch [9][2600/3757] lr: 1.000e-02, eta: 1 day, 3:33:55, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7961, loss_cls: 1.8790, loss: 1.8790, grad_norm: 5.1887 2020-07-25 09:06:27,444 - mmaction - INFO - Epoch [9][2620/3757] lr: 1.000e-02, eta: 1 day, 3:33:41, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7898, loss_cls: 1.8766, loss: 1.8766, grad_norm: 5.1398 2020-07-25 09:06:39,669 - mmaction - INFO - Epoch [9][2640/3757] lr: 1.000e-02, eta: 1 day, 3:33:25, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5391, top5_acc: 0.7711, loss_cls: 1.9778, loss: 1.9778, grad_norm: 5.1842 2020-07-25 09:06:51,999 - mmaction - INFO - Epoch [9][2660/3757] lr: 1.000e-02, eta: 1 day, 3:33:10, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.7953, loss_cls: 1.8113, loss: 1.8113, grad_norm: 5.1176 2020-07-25 09:07:04,357 - mmaction - INFO - Epoch [9][2680/3757] lr: 1.000e-02, eta: 1 day, 3:32:55, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7727, loss_cls: 1.8802, loss: 1.8802, grad_norm: 5.1777 2020-07-25 09:07:16,632 - mmaction - INFO - Epoch [9][2700/3757] lr: 1.000e-02, eta: 1 day, 3:32:40, time: 0.615, data_time: 0.003, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7781, loss_cls: 1.9833, loss: 1.9833, grad_norm: 5.2579 2020-07-25 09:07:28,844 - mmaction - INFO - Epoch [9][2720/3757] lr: 1.000e-02, eta: 1 day, 3:32:25, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5570, top5_acc: 0.7969, loss_cls: 1.8599, loss: 1.8599, grad_norm: 5.2311 2020-07-25 09:07:41,184 - mmaction - INFO - Epoch [9][2740/3757] lr: 1.000e-02, eta: 1 day, 3:32:09, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7820, loss_cls: 1.9711, loss: 1.9711, grad_norm: 5.4596 2020-07-25 09:07:53,277 - mmaction - INFO - Epoch [9][2760/3757] lr: 1.000e-02, eta: 1 day, 3:31:54, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7937, loss_cls: 1.8471, loss: 1.8471, grad_norm: 5.1834 2020-07-25 09:08:05,550 - mmaction - INFO - Epoch [9][2780/3757] lr: 1.000e-02, eta: 1 day, 3:31:39, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9097, loss: 1.9097, grad_norm: 5.3008 2020-07-25 09:08:17,789 - mmaction - INFO - Epoch [9][2800/3757] lr: 1.000e-02, eta: 1 day, 3:31:23, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7734, loss_cls: 1.9786, loss: 1.9786, grad_norm: 5.2626 2020-07-25 09:08:29,993 - mmaction - INFO - Epoch [9][2820/3757] lr: 1.000e-02, eta: 1 day, 3:31:07, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 1.9465, loss: 1.9465, grad_norm: 5.1206 2020-07-25 09:08:42,424 - mmaction - INFO - Epoch [9][2840/3757] lr: 1.000e-02, eta: 1 day, 3:30:53, time: 0.625, data_time: 0.007, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7883, loss_cls: 1.8423, loss: 1.8423, grad_norm: 5.1251 2020-07-25 09:08:54,696 - mmaction - INFO - Epoch [9][2860/3757] lr: 1.000e-02, eta: 1 day, 3:30:38, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7828, loss_cls: 1.8839, loss: 1.8839, grad_norm: 5.1747 2020-07-25 09:09:06,998 - mmaction - INFO - Epoch [9][2880/3757] lr: 1.000e-02, eta: 1 day, 3:30:23, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7984, loss_cls: 1.8648, loss: 1.8648, grad_norm: 5.2536 2020-07-25 09:09:19,302 - mmaction - INFO - Epoch [9][2900/3757] lr: 1.000e-02, eta: 1 day, 3:30:08, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7688, loss_cls: 1.9805, loss: 1.9805, grad_norm: 5.5186 2020-07-25 09:09:31,510 - mmaction - INFO - Epoch [9][2920/3757] lr: 1.000e-02, eta: 1 day, 3:29:52, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7906, loss_cls: 1.9654, loss: 1.9654, grad_norm: 5.2513 2020-07-25 09:09:43,703 - mmaction - INFO - Epoch [9][2940/3757] lr: 1.000e-02, eta: 1 day, 3:29:37, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5547, top5_acc: 0.7852, loss_cls: 1.9196, loss: 1.9196, grad_norm: 5.2294 2020-07-25 09:09:55,849 - mmaction - INFO - Epoch [9][2960/3757] lr: 1.000e-02, eta: 1 day, 3:29:21, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7703, loss_cls: 1.9149, loss: 1.9149, grad_norm: 5.1554 2020-07-25 09:10:08,164 - mmaction - INFO - Epoch [9][2980/3757] lr: 1.000e-02, eta: 1 day, 3:29:06, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8016, loss_cls: 1.8254, loss: 1.8254, grad_norm: 5.2034 2020-07-25 09:10:20,462 - mmaction - INFO - Epoch [9][3000/3757] lr: 1.000e-02, eta: 1 day, 3:28:51, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7906, loss_cls: 1.9236, loss: 1.9236, grad_norm: 5.4190 2020-07-25 09:10:32,621 - mmaction - INFO - Epoch [9][3020/3757] lr: 1.000e-02, eta: 1 day, 3:28:35, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5391, top5_acc: 0.7773, loss_cls: 1.9130, loss: 1.9130, grad_norm: 5.2929 2020-07-25 09:10:44,759 - mmaction - INFO - Epoch [9][3040/3757] lr: 1.000e-02, eta: 1 day, 3:28:20, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7781, loss_cls: 1.9576, loss: 1.9576, grad_norm: 5.3398 2020-07-25 09:10:57,152 - mmaction - INFO - Epoch [9][3060/3757] lr: 1.000e-02, eta: 1 day, 3:28:05, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7797, loss_cls: 1.9710, loss: 1.9710, grad_norm: 5.2334 2020-07-25 09:11:09,367 - mmaction - INFO - Epoch [9][3080/3757] lr: 1.000e-02, eta: 1 day, 3:27:50, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7836, loss_cls: 1.9071, loss: 1.9071, grad_norm: 5.4010 2020-07-25 09:11:21,723 - mmaction - INFO - Epoch [9][3100/3757] lr: 1.000e-02, eta: 1 day, 3:27:35, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7961, loss_cls: 1.9129, loss: 1.9129, grad_norm: 5.5600 2020-07-25 09:11:33,957 - mmaction - INFO - Epoch [9][3120/3757] lr: 1.000e-02, eta: 1 day, 3:27:19, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7805, loss_cls: 1.9045, loss: 1.9045, grad_norm: 5.3715 2020-07-25 09:11:46,143 - mmaction - INFO - Epoch [9][3140/3757] lr: 1.000e-02, eta: 1 day, 3:27:04, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5391, top5_acc: 0.7742, loss_cls: 1.9401, loss: 1.9401, grad_norm: 5.3165 2020-07-25 09:11:58,351 - mmaction - INFO - Epoch [9][3160/3757] lr: 1.000e-02, eta: 1 day, 3:26:49, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.5500, top5_acc: 0.7859, loss_cls: 1.8859, loss: 1.8859, grad_norm: 5.2384 2020-07-25 09:12:10,635 - mmaction - INFO - Epoch [9][3180/3757] lr: 1.000e-02, eta: 1 day, 3:26:33, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7625, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.2732 2020-07-25 09:12:22,832 - mmaction - INFO - Epoch [9][3200/3757] lr: 1.000e-02, eta: 1 day, 3:26:18, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5391, top5_acc: 0.7977, loss_cls: 1.8770, loss: 1.8770, grad_norm: 5.2378 2020-07-25 09:12:34,850 - mmaction - INFO - Epoch [9][3220/3757] lr: 1.000e-02, eta: 1 day, 3:26:02, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.5523, top5_acc: 0.7773, loss_cls: 1.9309, loss: 1.9309, grad_norm: 5.4854 2020-07-25 09:12:47,278 - mmaction - INFO - Epoch [9][3240/3757] lr: 1.000e-02, eta: 1 day, 3:25:47, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7883, loss_cls: 1.9166, loss: 1.9166, grad_norm: 5.2777 2020-07-25 09:12:59,417 - mmaction - INFO - Epoch [9][3260/3757] lr: 1.000e-02, eta: 1 day, 3:25:31, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7891, loss_cls: 1.8960, loss: 1.8960, grad_norm: 5.1559 2020-07-25 09:13:11,761 - mmaction - INFO - Epoch [9][3280/3757] lr: 1.000e-02, eta: 1 day, 3:25:16, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7766, loss_cls: 1.9673, loss: 1.9673, grad_norm: 5.3356 2020-07-25 09:13:24,288 - mmaction - INFO - Epoch [9][3300/3757] lr: 1.000e-02, eta: 1 day, 3:25:03, time: 0.630, data_time: 0.008, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7820, loss_cls: 1.9525, loss: 1.9525, grad_norm: 5.2054 2020-07-25 09:13:36,529 - mmaction - INFO - Epoch [9][3320/3757] lr: 1.000e-02, eta: 1 day, 3:24:47, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7797, loss_cls: 1.9351, loss: 1.9351, grad_norm: 5.2379 2020-07-25 09:13:48,642 - mmaction - INFO - Epoch [9][3340/3757] lr: 1.000e-02, eta: 1 day, 3:24:32, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7781, loss_cls: 1.9648, loss: 1.9648, grad_norm: 5.2693 2020-07-25 09:14:00,956 - mmaction - INFO - Epoch [9][3360/3757] lr: 1.000e-02, eta: 1 day, 3:24:16, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.2456 2020-07-25 09:14:13,136 - mmaction - INFO - Epoch [9][3380/3757] lr: 1.000e-02, eta: 1 day, 3:24:01, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5500, top5_acc: 0.7789, loss_cls: 1.9445, loss: 1.9445, grad_norm: 5.1696 2020-07-25 09:14:25,380 - mmaction - INFO - Epoch [9][3400/3757] lr: 1.000e-02, eta: 1 day, 3:23:45, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7789, loss_cls: 1.9709, loss: 1.9709, grad_norm: 5.3588 2020-07-25 09:14:37,562 - mmaction - INFO - Epoch [9][3420/3757] lr: 1.000e-02, eta: 1 day, 3:23:30, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7828, loss_cls: 1.9207, loss: 1.9207, grad_norm: 5.1947 2020-07-25 09:14:49,792 - mmaction - INFO - Epoch [9][3440/3757] lr: 1.000e-02, eta: 1 day, 3:23:15, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7867, loss_cls: 1.9313, loss: 1.9313, grad_norm: 5.2051 2020-07-25 09:15:02,194 - mmaction - INFO - Epoch [9][3460/3757] lr: 1.000e-02, eta: 1 day, 3:23:01, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0103, loss: 2.0103, grad_norm: 5.3512 2020-07-25 09:15:14,298 - mmaction - INFO - Epoch [9][3480/3757] lr: 1.000e-02, eta: 1 day, 3:22:45, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7766, loss_cls: 1.9141, loss: 1.9141, grad_norm: 5.1566 2020-07-25 09:15:26,712 - mmaction - INFO - Epoch [9][3500/3757] lr: 1.000e-02, eta: 1 day, 3:22:30, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7734, loss_cls: 1.9906, loss: 1.9906, grad_norm: 5.4172 2020-07-25 09:15:38,950 - mmaction - INFO - Epoch [9][3520/3757] lr: 1.000e-02, eta: 1 day, 3:22:15, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9468, loss: 1.9468, grad_norm: 5.1940 2020-07-25 09:15:51,166 - mmaction - INFO - Epoch [9][3540/3757] lr: 1.000e-02, eta: 1 day, 3:21:59, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7961, loss_cls: 1.8767, loss: 1.8767, grad_norm: 5.1654 2020-07-25 09:16:03,370 - mmaction - INFO - Epoch [9][3560/3757] lr: 1.000e-02, eta: 1 day, 3:21:44, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7805, loss_cls: 1.9816, loss: 1.9816, grad_norm: 5.2864 2020-07-25 09:16:15,691 - mmaction - INFO - Epoch [9][3580/3757] lr: 1.000e-02, eta: 1 day, 3:21:29, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7758, loss_cls: 1.9813, loss: 1.9813, grad_norm: 5.2947 2020-07-25 09:16:27,922 - mmaction - INFO - Epoch [9][3600/3757] lr: 1.000e-02, eta: 1 day, 3:21:14, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7820, loss_cls: 1.9429, loss: 1.9429, grad_norm: 5.2485 2020-07-25 09:16:40,207 - mmaction - INFO - Epoch [9][3620/3757] lr: 1.000e-02, eta: 1 day, 3:20:59, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7695, loss_cls: 1.9761, loss: 1.9761, grad_norm: 5.1778 2020-07-25 09:16:52,379 - mmaction - INFO - Epoch [9][3640/3757] lr: 1.000e-02, eta: 1 day, 3:20:44, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5477, top5_acc: 0.8055, loss_cls: 1.8542, loss: 1.8542, grad_norm: 5.3138 2020-07-25 09:17:04,793 - mmaction - INFO - Epoch [9][3660/3757] lr: 1.000e-02, eta: 1 day, 3:20:29, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7891, loss_cls: 1.9449, loss: 1.9449, grad_norm: 5.2280 2020-07-25 09:17:17,027 - mmaction - INFO - Epoch [9][3680/3757] lr: 1.000e-02, eta: 1 day, 3:20:14, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0403, loss: 2.0403, grad_norm: 5.3552 2020-07-25 09:17:29,373 - mmaction - INFO - Epoch [9][3700/3757] lr: 1.000e-02, eta: 1 day, 3:19:59, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5477, top5_acc: 0.7969, loss_cls: 1.8717, loss: 1.8717, grad_norm: 5.1642 2020-07-25 09:17:41,720 - mmaction - INFO - Epoch [9][3720/3757] lr: 1.000e-02, eta: 1 day, 3:19:45, time: 0.621, data_time: 0.010, memory: 7079, top1_acc: 0.5758, top5_acc: 0.7930, loss_cls: 1.8270, loss: 1.8270, grad_norm: 5.1607 2020-07-25 09:17:54,067 - mmaction - INFO - Epoch [9][3740/3757] lr: 1.000e-02, eta: 1 day, 3:19:30, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7961, loss_cls: 1.9318, loss: 1.9318, grad_norm: 5.2412 2020-07-25 09:18:04,407 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-07-25 09:18:28,751 - mmaction - INFO - Epoch [10][20/3757] lr: 1.000e-02, eta: 1 day, 3:19:07, time: 1.189, data_time: 0.549, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7789, loss_cls: 1.9078, loss: 1.9078, grad_norm: 5.3991 2020-07-25 09:18:40,912 - mmaction - INFO - Epoch [10][40/3757] lr: 1.000e-02, eta: 1 day, 3:18:51, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5633, top5_acc: 0.8016, loss_cls: 1.8101, loss: 1.8101, grad_norm: 5.1414 2020-07-25 09:18:52,940 - mmaction - INFO - Epoch [10][60/3757] lr: 1.000e-02, eta: 1 day, 3:18:35, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.5477, top5_acc: 0.7867, loss_cls: 1.8822, loss: 1.8822, grad_norm: 5.1785 2020-07-25 09:19:05,320 - mmaction - INFO - Epoch [10][80/3757] lr: 1.000e-02, eta: 1 day, 3:18:20, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8023, loss_cls: 1.8313, loss: 1.8313, grad_norm: 5.2792 2020-07-25 09:19:17,347 - mmaction - INFO - Epoch [10][100/3757] lr: 1.000e-02, eta: 1 day, 3:18:05, time: 0.607, data_time: 0.009, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8031, loss_cls: 1.7958, loss: 1.7958, grad_norm: 5.1488 2020-07-25 09:19:30,159 - mmaction - INFO - Epoch [10][120/3757] lr: 1.000e-02, eta: 1 day, 3:17:52, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7930, loss_cls: 1.8165, loss: 1.8165, grad_norm: 5.2598 2020-07-25 09:19:42,488 - mmaction - INFO - Epoch [10][140/3757] lr: 1.000e-02, eta: 1 day, 3:17:37, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8168, loss: 1.8168, grad_norm: 5.1447 2020-07-25 09:19:54,877 - mmaction - INFO - Epoch [10][160/3757] lr: 1.000e-02, eta: 1 day, 3:17:22, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7961, loss_cls: 1.8425, loss: 1.8425, grad_norm: 5.4117 2020-07-25 09:20:07,011 - mmaction - INFO - Epoch [10][180/3757] lr: 1.000e-02, eta: 1 day, 3:17:07, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7945, loss_cls: 1.8978, loss: 1.8978, grad_norm: 5.4726 2020-07-25 09:20:19,336 - mmaction - INFO - Epoch [10][200/3757] lr: 1.000e-02, eta: 1 day, 3:16:52, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7922, loss_cls: 1.7984, loss: 1.7984, grad_norm: 5.0336 2020-07-25 09:20:31,671 - mmaction - INFO - Epoch [10][220/3757] lr: 1.000e-02, eta: 1 day, 3:16:38, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5570, top5_acc: 0.7867, loss_cls: 1.8808, loss: 1.8808, grad_norm: 5.3851 2020-07-25 09:20:43,858 - mmaction - INFO - Epoch [10][240/3757] lr: 1.000e-02, eta: 1 day, 3:16:22, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7922, loss_cls: 1.8894, loss: 1.8894, grad_norm: 5.2533 2020-07-25 09:20:56,109 - mmaction - INFO - Epoch [10][260/3757] lr: 1.000e-02, eta: 1 day, 3:16:07, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5523, top5_acc: 0.8016, loss_cls: 1.8387, loss: 1.8387, grad_norm: 5.3559 2020-07-25 09:21:08,446 - mmaction - INFO - Epoch [10][280/3757] lr: 1.000e-02, eta: 1 day, 3:15:52, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7969, loss_cls: 1.8783, loss: 1.8783, grad_norm: 5.2982 2020-07-25 09:21:20,654 - mmaction - INFO - Epoch [10][300/3757] lr: 1.000e-02, eta: 1 day, 3:15:37, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7758, loss_cls: 1.9660, loss: 1.9660, grad_norm: 5.3643 2020-07-25 09:21:32,892 - mmaction - INFO - Epoch [10][320/3757] lr: 1.000e-02, eta: 1 day, 3:15:22, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.5516, top5_acc: 0.8016, loss_cls: 1.8227, loss: 1.8227, grad_norm: 5.3667 2020-07-25 09:21:45,082 - mmaction - INFO - Epoch [10][340/3757] lr: 1.000e-02, eta: 1 day, 3:15:07, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7891, loss_cls: 1.8294, loss: 1.8294, grad_norm: 5.2816 2020-07-25 09:21:57,484 - mmaction - INFO - Epoch [10][360/3757] lr: 1.000e-02, eta: 1 day, 3:14:52, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5539, top5_acc: 0.7922, loss_cls: 1.8694, loss: 1.8694, grad_norm: 5.2104 2020-07-25 09:22:09,696 - mmaction - INFO - Epoch [10][380/3757] lr: 1.000e-02, eta: 1 day, 3:14:37, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7836, loss_cls: 1.9285, loss: 1.9285, grad_norm: 5.2620 2020-07-25 09:22:24,760 - mmaction - INFO - Epoch [10][400/3757] lr: 1.000e-02, eta: 1 day, 3:14:34, time: 0.749, data_time: 0.144, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7922, loss_cls: 1.8313, loss: 1.8313, grad_norm: 5.2102 2020-07-25 09:22:36,762 - mmaction - INFO - Epoch [10][420/3757] lr: 1.000e-02, eta: 1 day, 3:14:18, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.5539, top5_acc: 0.7937, loss_cls: 1.8502, loss: 1.8502, grad_norm: 5.2180 2020-07-25 09:22:48,941 - mmaction - INFO - Epoch [10][440/3757] lr: 1.000e-02, eta: 1 day, 3:14:03, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5273, top5_acc: 0.7930, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.2742 2020-07-25 09:23:01,094 - mmaction - INFO - Epoch [10][460/3757] lr: 1.000e-02, eta: 1 day, 3:13:47, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7820, loss_cls: 1.9095, loss: 1.9095, grad_norm: 5.1948 2020-07-25 09:23:13,295 - mmaction - INFO - Epoch [10][480/3757] lr: 1.000e-02, eta: 1 day, 3:13:32, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7789, loss_cls: 1.9365, loss: 1.9365, grad_norm: 5.1010 2020-07-25 09:23:25,585 - mmaction - INFO - Epoch [10][500/3757] lr: 1.000e-02, eta: 1 day, 3:13:17, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7914, loss_cls: 1.8240, loss: 1.8240, grad_norm: 5.1733 2020-07-25 09:23:37,659 - mmaction - INFO - Epoch [10][520/3757] lr: 1.000e-02, eta: 1 day, 3:13:01, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7930, loss_cls: 1.8313, loss: 1.8313, grad_norm: 5.2137 2020-07-25 09:23:49,963 - mmaction - INFO - Epoch [10][540/3757] lr: 1.000e-02, eta: 1 day, 3:12:46, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8164, loss_cls: 1.7999, loss: 1.7999, grad_norm: 5.2179 2020-07-25 09:24:02,255 - mmaction - INFO - Epoch [10][560/3757] lr: 1.000e-02, eta: 1 day, 3:12:32, time: 0.621, data_time: 0.009, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7875, loss_cls: 1.9153, loss: 1.9153, grad_norm: 5.2531 2020-07-25 09:24:14,980 - mmaction - INFO - Epoch [10][580/3757] lr: 1.000e-02, eta: 1 day, 3:12:18, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7836, loss_cls: 1.9161, loss: 1.9161, grad_norm: 5.3126 2020-07-25 09:24:27,608 - mmaction - INFO - Epoch [10][600/3757] lr: 1.000e-02, eta: 1 day, 3:12:05, time: 0.638, data_time: 0.009, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7930, loss_cls: 1.8445, loss: 1.8445, grad_norm: 5.2575 2020-07-25 09:24:39,898 - mmaction - INFO - Epoch [10][620/3757] lr: 1.000e-02, eta: 1 day, 3:11:50, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7790, loss: 1.7790, grad_norm: 5.1428 2020-07-25 09:24:52,003 - mmaction - INFO - Epoch [10][640/3757] lr: 1.000e-02, eta: 1 day, 3:11:35, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7883, loss_cls: 1.9372, loss: 1.9372, grad_norm: 5.6408 2020-07-25 09:25:04,266 - mmaction - INFO - Epoch [10][660/3757] lr: 1.000e-02, eta: 1 day, 3:11:20, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7883, loss_cls: 1.9191, loss: 1.9191, grad_norm: 5.4359 2020-07-25 09:25:16,363 - mmaction - INFO - Epoch [10][680/3757] lr: 1.000e-02, eta: 1 day, 3:11:04, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8023, loss_cls: 1.8438, loss: 1.8438, grad_norm: 5.2365 2020-07-25 09:25:28,713 - mmaction - INFO - Epoch [10][700/3757] lr: 1.000e-02, eta: 1 day, 3:10:49, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7789, loss_cls: 1.9724, loss: 1.9724, grad_norm: 5.3395 2020-07-25 09:25:40,793 - mmaction - INFO - Epoch [10][720/3757] lr: 1.000e-02, eta: 1 day, 3:10:34, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7688, loss_cls: 1.9154, loss: 1.9154, grad_norm: 5.1850 2020-07-25 09:25:53,141 - mmaction - INFO - Epoch [10][740/3757] lr: 1.000e-02, eta: 1 day, 3:10:19, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5586, top5_acc: 0.8016, loss_cls: 1.7928, loss: 1.7928, grad_norm: 5.2873 2020-07-25 09:26:05,477 - mmaction - INFO - Epoch [10][760/3757] lr: 1.000e-02, eta: 1 day, 3:10:04, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.5570, top5_acc: 0.7898, loss_cls: 1.9041, loss: 1.9041, grad_norm: 5.3550 2020-07-25 09:26:17,651 - mmaction - INFO - Epoch [10][780/3757] lr: 1.000e-02, eta: 1 day, 3:09:49, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7969, loss_cls: 1.8866, loss: 1.8866, grad_norm: 5.1823 2020-07-25 09:26:29,835 - mmaction - INFO - Epoch [10][800/3757] lr: 1.000e-02, eta: 1 day, 3:09:34, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7828, loss_cls: 1.8613, loss: 1.8613, grad_norm: 5.1107 2020-07-25 09:26:42,040 - mmaction - INFO - Epoch [10][820/3757] lr: 1.000e-02, eta: 1 day, 3:09:18, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5641, top5_acc: 0.8141, loss_cls: 1.7745, loss: 1.7745, grad_norm: 5.3649 2020-07-25 09:26:54,522 - mmaction - INFO - Epoch [10][840/3757] lr: 1.000e-02, eta: 1 day, 3:09:04, time: 0.625, data_time: 0.008, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8063, loss_cls: 1.7737, loss: 1.7737, grad_norm: 5.3336 2020-07-25 09:27:06,640 - mmaction - INFO - Epoch [10][860/3757] lr: 1.000e-02, eta: 1 day, 3:08:49, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.8872, loss: 1.8872, grad_norm: 5.2801 2020-07-25 09:27:18,808 - mmaction - INFO - Epoch [10][880/3757] lr: 1.000e-02, eta: 1 day, 3:08:33, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7984, loss_cls: 1.7997, loss: 1.7997, grad_norm: 5.1334 2020-07-25 09:27:31,097 - mmaction - INFO - Epoch [10][900/3757] lr: 1.000e-02, eta: 1 day, 3:08:19, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7914, loss_cls: 1.8887, loss: 1.8887, grad_norm: 5.2588 2020-07-25 09:27:43,291 - mmaction - INFO - Epoch [10][920/3757] lr: 1.000e-02, eta: 1 day, 3:08:03, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7945, loss_cls: 1.8335, loss: 1.8335, grad_norm: 5.2823 2020-07-25 09:27:55,519 - mmaction - INFO - Epoch [10][940/3757] lr: 1.000e-02, eta: 1 day, 3:07:48, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7969, loss_cls: 1.7999, loss: 1.7999, grad_norm: 5.1665 2020-07-25 09:28:08,043 - mmaction - INFO - Epoch [10][960/3757] lr: 1.000e-02, eta: 1 day, 3:07:34, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7977, loss_cls: 1.8989, loss: 1.8989, grad_norm: 5.5832 2020-07-25 09:28:20,142 - mmaction - INFO - Epoch [10][980/3757] lr: 1.000e-02, eta: 1 day, 3:07:19, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7766, loss_cls: 1.9628, loss: 1.9628, grad_norm: 5.4639 2020-07-25 09:28:32,482 - mmaction - INFO - Epoch [10][1000/3757] lr: 1.000e-02, eta: 1 day, 3:07:04, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7914, loss_cls: 1.8802, loss: 1.8802, grad_norm: 5.4428 2020-07-25 09:28:44,808 - mmaction - INFO - Epoch [10][1020/3757] lr: 1.000e-02, eta: 1 day, 3:06:50, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7852, loss_cls: 1.9685, loss: 1.9685, grad_norm: 5.4735 2020-07-25 09:28:57,181 - mmaction - INFO - Epoch [10][1040/3757] lr: 1.000e-02, eta: 1 day, 3:06:35, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5398, top5_acc: 0.7953, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.3025 2020-07-25 09:29:09,350 - mmaction - INFO - Epoch [10][1060/3757] lr: 1.000e-02, eta: 1 day, 3:06:20, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7875, loss_cls: 1.9282, loss: 1.9282, grad_norm: 5.4280 2020-07-25 09:29:21,737 - mmaction - INFO - Epoch [10][1080/3757] lr: 1.000e-02, eta: 1 day, 3:06:05, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7930, loss_cls: 1.8070, loss: 1.8070, grad_norm: 5.1455 2020-07-25 09:29:33,851 - mmaction - INFO - Epoch [10][1100/3757] lr: 1.000e-02, eta: 1 day, 3:05:50, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7719, loss_cls: 1.9301, loss: 1.9301, grad_norm: 5.3713 2020-07-25 09:29:46,176 - mmaction - INFO - Epoch [10][1120/3757] lr: 1.000e-02, eta: 1 day, 3:05:35, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7859, loss_cls: 1.9545, loss: 1.9545, grad_norm: 5.4686 2020-07-25 09:29:58,355 - mmaction - INFO - Epoch [10][1140/3757] lr: 1.000e-02, eta: 1 day, 3:05:20, time: 0.607, data_time: 0.002, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7953, loss_cls: 1.8338, loss: 1.8338, grad_norm: 5.1253 2020-07-25 09:30:10,655 - mmaction - INFO - Epoch [10][1160/3757] lr: 1.000e-02, eta: 1 day, 3:05:05, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7922, loss_cls: 1.9382, loss: 1.9382, grad_norm: 5.1187 2020-07-25 09:30:22,758 - mmaction - INFO - Epoch [10][1180/3757] lr: 1.000e-02, eta: 1 day, 3:04:50, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7789, loss_cls: 1.9144, loss: 1.9144, grad_norm: 5.2869 2020-07-25 09:30:35,094 - mmaction - INFO - Epoch [10][1200/3757] lr: 1.000e-02, eta: 1 day, 3:04:35, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7930, loss_cls: 1.8774, loss: 1.8774, grad_norm: 5.3871 2020-07-25 09:30:47,362 - mmaction - INFO - Epoch [10][1220/3757] lr: 1.000e-02, eta: 1 day, 3:04:20, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7953, loss_cls: 1.8715, loss: 1.8715, grad_norm: 5.2452 2020-07-25 09:30:59,605 - mmaction - INFO - Epoch [10][1240/3757] lr: 1.000e-02, eta: 1 day, 3:04:05, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5547, top5_acc: 0.8031, loss_cls: 1.8011, loss: 1.8011, grad_norm: 5.1561 2020-07-25 09:31:12,321 - mmaction - INFO - Epoch [10][1260/3757] lr: 1.000e-02, eta: 1 day, 3:03:52, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.8381, loss: 1.8381, grad_norm: 5.2451 2020-07-25 09:31:24,703 - mmaction - INFO - Epoch [10][1280/3757] lr: 1.000e-02, eta: 1 day, 3:03:38, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 1.9638, loss: 1.9638, grad_norm: 5.4472 2020-07-25 09:31:36,885 - mmaction - INFO - Epoch [10][1300/3757] lr: 1.000e-02, eta: 1 day, 3:03:22, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7945, loss_cls: 1.9122, loss: 1.9122, grad_norm: 5.2873 2020-07-25 09:31:49,088 - mmaction - INFO - Epoch [10][1320/3757] lr: 1.000e-02, eta: 1 day, 3:03:07, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7984, loss_cls: 1.8579, loss: 1.8579, grad_norm: 5.2571 2020-07-25 09:32:01,221 - mmaction - INFO - Epoch [10][1340/3757] lr: 1.000e-02, eta: 1 day, 3:02:52, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5500, top5_acc: 0.7914, loss_cls: 1.8842, loss: 1.8842, grad_norm: 5.2899 2020-07-25 09:32:13,618 - mmaction - INFO - Epoch [10][1360/3757] lr: 1.000e-02, eta: 1 day, 3:02:37, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7930, loss_cls: 1.8356, loss: 1.8356, grad_norm: 5.2438 2020-07-25 09:32:25,845 - mmaction - INFO - Epoch [10][1380/3757] lr: 1.000e-02, eta: 1 day, 3:02:22, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7930, loss_cls: 1.8880, loss: 1.8880, grad_norm: 5.3288 2020-07-25 09:32:38,223 - mmaction - INFO - Epoch [10][1400/3757] lr: 1.000e-02, eta: 1 day, 3:02:08, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7695, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.5346 2020-07-25 09:32:50,488 - mmaction - INFO - Epoch [10][1420/3757] lr: 1.000e-02, eta: 1 day, 3:01:53, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5391, top5_acc: 0.7695, loss_cls: 1.9640, loss: 1.9640, grad_norm: 5.2294 2020-07-25 09:33:02,944 - mmaction - INFO - Epoch [10][1440/3757] lr: 1.000e-02, eta: 1 day, 3:01:39, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7688, loss_cls: 1.9177, loss: 1.9177, grad_norm: 5.1649 2020-07-25 09:33:15,183 - mmaction - INFO - Epoch [10][1460/3757] lr: 1.000e-02, eta: 1 day, 3:01:24, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5359, top5_acc: 0.7805, loss_cls: 1.9077, loss: 1.9077, grad_norm: 5.3013 2020-07-25 09:33:27,296 - mmaction - INFO - Epoch [10][1480/3757] lr: 1.000e-02, eta: 1 day, 3:01:09, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7930, loss_cls: 1.8487, loss: 1.8487, grad_norm: 5.3170 2020-07-25 09:33:39,444 - mmaction - INFO - Epoch [10][1500/3757] lr: 1.000e-02, eta: 1 day, 3:00:53, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5500, top5_acc: 0.7789, loss_cls: 1.9085, loss: 1.9085, grad_norm: 5.2772 2020-07-25 09:33:51,623 - mmaction - INFO - Epoch [10][1520/3757] lr: 1.000e-02, eta: 1 day, 3:00:38, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8086, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.0449 2020-07-25 09:34:03,953 - mmaction - INFO - Epoch [10][1540/3757] lr: 1.000e-02, eta: 1 day, 3:00:23, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8040, loss: 1.8040, grad_norm: 5.1262 2020-07-25 09:34:16,186 - mmaction - INFO - Epoch [10][1560/3757] lr: 1.000e-02, eta: 1 day, 3:00:09, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7711, loss_cls: 1.9338, loss: 1.9338, grad_norm: 5.3571 2020-07-25 09:34:28,433 - mmaction - INFO - Epoch [10][1580/3757] lr: 1.000e-02, eta: 1 day, 2:59:53, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8008, loss_cls: 1.7994, loss: 1.7994, grad_norm: 5.2539 2020-07-25 09:34:40,599 - mmaction - INFO - Epoch [10][1600/3757] lr: 1.000e-02, eta: 1 day, 2:59:38, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5437, top5_acc: 0.7836, loss_cls: 1.8907, loss: 1.8907, grad_norm: 5.1837 2020-07-25 09:34:52,998 - mmaction - INFO - Epoch [10][1620/3757] lr: 1.000e-02, eta: 1 day, 2:59:24, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7578, loss_cls: 1.9852, loss: 1.9852, grad_norm: 5.4440 2020-07-25 09:35:05,171 - mmaction - INFO - Epoch [10][1640/3757] lr: 1.000e-02, eta: 1 day, 2:59:09, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5477, top5_acc: 0.7781, loss_cls: 1.9166, loss: 1.9166, grad_norm: 5.3347 2020-07-25 09:35:17,403 - mmaction - INFO - Epoch [10][1660/3757] lr: 1.000e-02, eta: 1 day, 2:58:54, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 1.9743, loss: 1.9743, grad_norm: 5.3629 2020-07-25 09:35:29,561 - mmaction - INFO - Epoch [10][1680/3757] lr: 1.000e-02, eta: 1 day, 2:58:39, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7914, loss_cls: 1.8795, loss: 1.8795, grad_norm: 5.2105 2020-07-25 09:35:41,797 - mmaction - INFO - Epoch [10][1700/3757] lr: 1.000e-02, eta: 1 day, 2:58:24, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5273, top5_acc: 0.7750, loss_cls: 1.9771, loss: 1.9771, grad_norm: 5.4020 2020-07-25 09:35:54,094 - mmaction - INFO - Epoch [10][1720/3757] lr: 1.000e-02, eta: 1 day, 2:58:09, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7977, loss_cls: 1.8670, loss: 1.8670, grad_norm: 5.1438 2020-07-25 09:36:06,194 - mmaction - INFO - Epoch [10][1740/3757] lr: 1.000e-02, eta: 1 day, 2:57:54, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7703, loss_cls: 1.9833, loss: 1.9833, grad_norm: 5.4172 2020-07-25 09:36:18,449 - mmaction - INFO - Epoch [10][1760/3757] lr: 1.000e-02, eta: 1 day, 2:57:38, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7859, loss_cls: 1.8592, loss: 1.8592, grad_norm: 5.0955 2020-07-25 09:36:30,642 - mmaction - INFO - Epoch [10][1780/3757] lr: 1.000e-02, eta: 1 day, 2:57:24, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8141, loss_cls: 1.7688, loss: 1.7688, grad_norm: 5.2265 2020-07-25 09:36:42,909 - mmaction - INFO - Epoch [10][1800/3757] lr: 1.000e-02, eta: 1 day, 2:57:09, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8055, loss_cls: 1.8312, loss: 1.8312, grad_norm: 5.2436 2020-07-25 09:36:55,183 - mmaction - INFO - Epoch [10][1820/3757] lr: 1.000e-02, eta: 1 day, 2:56:54, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7945, loss_cls: 1.8889, loss: 1.8889, grad_norm: 5.2307 2020-07-25 09:37:07,401 - mmaction - INFO - Epoch [10][1840/3757] lr: 1.000e-02, eta: 1 day, 2:56:39, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7773, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.2369 2020-07-25 09:37:19,684 - mmaction - INFO - Epoch [10][1860/3757] lr: 1.000e-02, eta: 1 day, 2:56:24, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7945, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.4406 2020-07-25 09:37:31,777 - mmaction - INFO - Epoch [10][1880/3757] lr: 1.000e-02, eta: 1 day, 2:56:09, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7781, loss_cls: 1.9566, loss: 1.9566, grad_norm: 5.2895 2020-07-25 09:37:43,945 - mmaction - INFO - Epoch [10][1900/3757] lr: 1.000e-02, eta: 1 day, 2:55:53, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7930, loss_cls: 1.9182, loss: 1.9182, grad_norm: 5.4728 2020-07-25 09:37:56,092 - mmaction - INFO - Epoch [10][1920/3757] lr: 1.000e-02, eta: 1 day, 2:55:38, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7742, loss_cls: 1.9184, loss: 1.9184, grad_norm: 5.2296 2020-07-25 09:38:08,427 - mmaction - INFO - Epoch [10][1940/3757] lr: 1.000e-02, eta: 1 day, 2:55:23, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7828, loss_cls: 1.9223, loss: 1.9223, grad_norm: 5.4698 2020-07-25 09:38:20,793 - mmaction - INFO - Epoch [10][1960/3757] lr: 1.000e-02, eta: 1 day, 2:55:09, time: 0.623, data_time: 0.009, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7805, loss_cls: 1.9741, loss: 1.9741, grad_norm: 5.4792 2020-07-25 09:38:33,073 - mmaction - INFO - Epoch [10][1980/3757] lr: 1.000e-02, eta: 1 day, 2:54:54, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7836, loss_cls: 1.9036, loss: 1.9036, grad_norm: 5.2899 2020-07-25 09:38:45,250 - mmaction - INFO - Epoch [10][2000/3757] lr: 1.000e-02, eta: 1 day, 2:54:39, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7750, loss_cls: 1.9433, loss: 1.9433, grad_norm: 5.3499 2020-07-25 09:38:57,556 - mmaction - INFO - Epoch [10][2020/3757] lr: 1.000e-02, eta: 1 day, 2:54:24, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7930, loss_cls: 1.8698, loss: 1.8698, grad_norm: 5.1769 2020-07-25 09:39:09,663 - mmaction - INFO - Epoch [10][2040/3757] lr: 1.000e-02, eta: 1 day, 2:54:09, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7586, loss_cls: 2.0158, loss: 2.0158, grad_norm: 5.4022 2020-07-25 09:39:21,988 - mmaction - INFO - Epoch [10][2060/3757] lr: 1.000e-02, eta: 1 day, 2:53:55, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7742, loss_cls: 1.9024, loss: 1.9024, grad_norm: 5.3599 2020-07-25 09:39:34,307 - mmaction - INFO - Epoch [10][2080/3757] lr: 1.000e-02, eta: 1 day, 2:53:40, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7914, loss_cls: 1.9089, loss: 1.9089, grad_norm: 5.3064 2020-07-25 09:39:46,642 - mmaction - INFO - Epoch [10][2100/3757] lr: 1.000e-02, eta: 1 day, 2:53:26, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7836, loss_cls: 1.8931, loss: 1.8931, grad_norm: 5.2797 2020-07-25 09:39:58,851 - mmaction - INFO - Epoch [10][2120/3757] lr: 1.000e-02, eta: 1 day, 2:53:11, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7852, loss_cls: 1.9287, loss: 1.9287, grad_norm: 5.3355 2020-07-25 09:40:11,141 - mmaction - INFO - Epoch [10][2140/3757] lr: 1.000e-02, eta: 1 day, 2:52:56, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7820, loss_cls: 1.9103, loss: 1.9103, grad_norm: 5.2001 2020-07-25 09:40:23,363 - mmaction - INFO - Epoch [10][2160/3757] lr: 1.000e-02, eta: 1 day, 2:52:41, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7953, loss_cls: 1.8765, loss: 1.8765, grad_norm: 5.2765 2020-07-25 09:40:35,726 - mmaction - INFO - Epoch [10][2180/3757] lr: 1.000e-02, eta: 1 day, 2:52:27, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5437, top5_acc: 0.7789, loss_cls: 1.8826, loss: 1.8826, grad_norm: 5.2677 2020-07-25 09:40:47,899 - mmaction - INFO - Epoch [10][2200/3757] lr: 1.000e-02, eta: 1 day, 2:52:12, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7750, loss_cls: 1.9924, loss: 1.9924, grad_norm: 5.2962 2020-07-25 09:40:59,964 - mmaction - INFO - Epoch [10][2220/3757] lr: 1.000e-02, eta: 1 day, 2:51:56, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7922, loss_cls: 1.8712, loss: 1.8712, grad_norm: 5.2140 2020-07-25 09:41:12,001 - mmaction - INFO - Epoch [10][2240/3757] lr: 1.000e-02, eta: 1 day, 2:51:40, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7898, loss_cls: 1.8872, loss: 1.8872, grad_norm: 5.1802 2020-07-25 09:41:24,322 - mmaction - INFO - Epoch [10][2260/3757] lr: 1.000e-02, eta: 1 day, 2:51:26, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7867, loss_cls: 1.8918, loss: 1.8918, grad_norm: 5.1700 2020-07-25 09:41:36,562 - mmaction - INFO - Epoch [10][2280/3757] lr: 1.000e-02, eta: 1 day, 2:51:11, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7766, loss_cls: 2.0676, loss: 2.0676, grad_norm: 5.4309 2020-07-25 09:41:48,976 - mmaction - INFO - Epoch [10][2300/3757] lr: 1.000e-02, eta: 1 day, 2:50:57, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8094, loss_cls: 1.7760, loss: 1.7760, grad_norm: 4.9434 2020-07-25 09:42:01,213 - mmaction - INFO - Epoch [10][2320/3757] lr: 1.000e-02, eta: 1 day, 2:50:42, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7820, loss_cls: 1.9189, loss: 1.9189, grad_norm: 5.4442 2020-07-25 09:42:13,409 - mmaction - INFO - Epoch [10][2340/3757] lr: 1.000e-02, eta: 1 day, 2:50:27, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7648, loss_cls: 2.0023, loss: 2.0023, grad_norm: 5.2308 2020-07-25 09:42:25,621 - mmaction - INFO - Epoch [10][2360/3757] lr: 1.000e-02, eta: 1 day, 2:50:12, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7992, loss_cls: 1.8888, loss: 1.8888, grad_norm: 5.0964 2020-07-25 09:42:37,599 - mmaction - INFO - Epoch [10][2380/3757] lr: 1.000e-02, eta: 1 day, 2:49:56, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7719, loss_cls: 1.9280, loss: 1.9280, grad_norm: 5.2656 2020-07-25 09:42:49,895 - mmaction - INFO - Epoch [10][2400/3757] lr: 1.000e-02, eta: 1 day, 2:49:42, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7844, loss_cls: 1.8732, loss: 1.8732, grad_norm: 5.0513 2020-07-25 09:43:02,082 - mmaction - INFO - Epoch [10][2420/3757] lr: 1.000e-02, eta: 1 day, 2:49:26, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5648, top5_acc: 0.7969, loss_cls: 1.8484, loss: 1.8484, grad_norm: 5.2602 2020-07-25 09:43:14,405 - mmaction - INFO - Epoch [10][2440/3757] lr: 1.000e-02, eta: 1 day, 2:49:12, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7867, loss_cls: 1.9164, loss: 1.9164, grad_norm: 5.1739 2020-07-25 09:43:26,619 - mmaction - INFO - Epoch [10][2460/3757] lr: 1.000e-02, eta: 1 day, 2:48:57, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8016, loss_cls: 1.7322, loss: 1.7322, grad_norm: 5.2146 2020-07-25 09:43:38,814 - mmaction - INFO - Epoch [10][2480/3757] lr: 1.000e-02, eta: 1 day, 2:48:42, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5648, top5_acc: 0.8055, loss_cls: 1.7885, loss: 1.7885, grad_norm: 5.1723 2020-07-25 09:43:51,144 - mmaction - INFO - Epoch [10][2500/3757] lr: 1.000e-02, eta: 1 day, 2:48:28, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7867, loss_cls: 1.8652, loss: 1.8652, grad_norm: 5.1375 2020-07-25 09:44:03,377 - mmaction - INFO - Epoch [10][2520/3757] lr: 1.000e-02, eta: 1 day, 2:48:13, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5359, top5_acc: 0.7781, loss_cls: 1.9238, loss: 1.9238, grad_norm: 5.2780 2020-07-25 09:44:15,590 - mmaction - INFO - Epoch [10][2540/3757] lr: 1.000e-02, eta: 1 day, 2:47:58, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7953, loss_cls: 1.8015, loss: 1.8015, grad_norm: 5.0532 2020-07-25 09:44:27,695 - mmaction - INFO - Epoch [10][2560/3757] lr: 1.000e-02, eta: 1 day, 2:47:43, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8039, loss_cls: 1.8132, loss: 1.8132, grad_norm: 5.1725 2020-07-25 09:44:39,967 - mmaction - INFO - Epoch [10][2580/3757] lr: 1.000e-02, eta: 1 day, 2:47:28, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8063, loss_cls: 1.7455, loss: 1.7455, grad_norm: 5.1805 2020-07-25 09:44:52,156 - mmaction - INFO - Epoch [10][2600/3757] lr: 1.000e-02, eta: 1 day, 2:47:13, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5484, top5_acc: 0.8125, loss_cls: 1.8471, loss: 1.8471, grad_norm: 5.2756 2020-07-25 09:45:04,424 - mmaction - INFO - Epoch [10][2620/3757] lr: 1.000e-02, eta: 1 day, 2:46:58, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7914, loss_cls: 1.8762, loss: 1.8762, grad_norm: 5.3478 2020-07-25 09:45:16,499 - mmaction - INFO - Epoch [10][2640/3757] lr: 1.000e-02, eta: 1 day, 2:46:43, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7758, loss_cls: 2.0023, loss: 2.0023, grad_norm: 5.4011 2020-07-25 09:45:28,731 - mmaction - INFO - Epoch [10][2660/3757] lr: 1.000e-02, eta: 1 day, 2:46:28, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7781, loss_cls: 1.8854, loss: 1.8854, grad_norm: 5.1651 2020-07-25 09:45:40,891 - mmaction - INFO - Epoch [10][2680/3757] lr: 1.000e-02, eta: 1 day, 2:46:13, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7805, loss_cls: 1.8835, loss: 1.8835, grad_norm: 5.3664 2020-07-25 09:45:53,104 - mmaction - INFO - Epoch [10][2700/3757] lr: 1.000e-02, eta: 1 day, 2:45:57, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7969, loss_cls: 1.8367, loss: 1.8367, grad_norm: 5.2029 2020-07-25 09:46:05,164 - mmaction - INFO - Epoch [10][2720/3757] lr: 1.000e-02, eta: 1 day, 2:45:42, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8117, loss_cls: 1.7881, loss: 1.7881, grad_norm: 5.1610 2020-07-25 09:46:17,445 - mmaction - INFO - Epoch [10][2740/3757] lr: 1.000e-02, eta: 1 day, 2:45:27, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 1.9464, loss: 1.9464, grad_norm: 5.3957 2020-07-25 09:46:29,652 - mmaction - INFO - Epoch [10][2760/3757] lr: 1.000e-02, eta: 1 day, 2:45:13, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5547, top5_acc: 0.7922, loss_cls: 1.8585, loss: 1.8585, grad_norm: 5.1437 2020-07-25 09:46:41,987 - mmaction - INFO - Epoch [10][2780/3757] lr: 1.000e-02, eta: 1 day, 2:44:58, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5445, top5_acc: 0.8063, loss_cls: 1.8440, loss: 1.8440, grad_norm: 5.2575 2020-07-25 09:46:54,133 - mmaction - INFO - Epoch [10][2800/3757] lr: 1.000e-02, eta: 1 day, 2:44:43, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7961, loss_cls: 1.8115, loss: 1.8115, grad_norm: 5.1538 2020-07-25 09:47:06,548 - mmaction - INFO - Epoch [10][2820/3757] lr: 1.000e-02, eta: 1 day, 2:44:29, time: 0.618, data_time: 0.005, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7820, loss_cls: 1.9642, loss: 1.9642, grad_norm: 5.2764 2020-07-25 09:47:18,631 - mmaction - INFO - Epoch [10][2840/3757] lr: 1.000e-02, eta: 1 day, 2:44:14, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5359, top5_acc: 0.7633, loss_cls: 1.9659, loss: 1.9659, grad_norm: 5.2478 2020-07-25 09:47:30,804 - mmaction - INFO - Epoch [10][2860/3757] lr: 1.000e-02, eta: 1 day, 2:43:59, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.8774, loss: 1.8774, grad_norm: 5.3708 2020-07-25 09:47:43,043 - mmaction - INFO - Epoch [10][2880/3757] lr: 1.000e-02, eta: 1 day, 2:43:44, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7945, loss_cls: 1.8950, loss: 1.8950, grad_norm: 5.3253 2020-07-25 09:47:55,274 - mmaction - INFO - Epoch [10][2900/3757] lr: 1.000e-02, eta: 1 day, 2:43:29, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8070, loss_cls: 1.8048, loss: 1.8048, grad_norm: 5.3745 2020-07-25 09:48:07,343 - mmaction - INFO - Epoch [10][2920/3757] lr: 1.000e-02, eta: 1 day, 2:43:14, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8055, loss_cls: 1.8267, loss: 1.8267, grad_norm: 5.2903 2020-07-25 09:48:19,549 - mmaction - INFO - Epoch [10][2940/3757] lr: 1.000e-02, eta: 1 day, 2:42:59, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8023, loss_cls: 1.8309, loss: 1.8309, grad_norm: 5.2308 2020-07-25 09:48:31,742 - mmaction - INFO - Epoch [10][2960/3757] lr: 1.000e-02, eta: 1 day, 2:42:44, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7820, loss_cls: 1.9015, loss: 1.9015, grad_norm: 5.5127 2020-07-25 09:48:43,899 - mmaction - INFO - Epoch [10][2980/3757] lr: 1.000e-02, eta: 1 day, 2:42:29, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7727, loss_cls: 1.9611, loss: 1.9611, grad_norm: 5.4455 2020-07-25 09:48:55,868 - mmaction - INFO - Epoch [10][3000/3757] lr: 1.000e-02, eta: 1 day, 2:42:13, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.5523, top5_acc: 0.7883, loss_cls: 1.9010, loss: 1.9010, grad_norm: 5.3275 2020-07-25 09:49:08,095 - mmaction - INFO - Epoch [10][3020/3757] lr: 1.000e-02, eta: 1 day, 2:41:58, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5570, top5_acc: 0.7906, loss_cls: 1.8460, loss: 1.8460, grad_norm: 5.3053 2020-07-25 09:49:20,336 - mmaction - INFO - Epoch [10][3040/3757] lr: 1.000e-02, eta: 1 day, 2:41:44, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5477, top5_acc: 0.7805, loss_cls: 1.9204, loss: 1.9204, grad_norm: 5.4627 2020-07-25 09:49:32,588 - mmaction - INFO - Epoch [10][3060/3757] lr: 1.000e-02, eta: 1 day, 2:41:29, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8008, loss_cls: 1.8310, loss: 1.8310, grad_norm: 5.1047 2020-07-25 09:49:44,838 - mmaction - INFO - Epoch [10][3080/3757] lr: 1.000e-02, eta: 1 day, 2:41:14, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5406, top5_acc: 0.8016, loss_cls: 1.9413, loss: 1.9413, grad_norm: 5.3507 2020-07-25 09:49:57,103 - mmaction - INFO - Epoch [10][3100/3757] lr: 1.000e-02, eta: 1 day, 2:40:59, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7961, loss_cls: 1.8242, loss: 1.8242, grad_norm: 5.2378 2020-07-25 09:50:09,203 - mmaction - INFO - Epoch [10][3120/3757] lr: 1.000e-02, eta: 1 day, 2:40:44, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5477, top5_acc: 0.7984, loss_cls: 1.8591, loss: 1.8591, grad_norm: 5.2145 2020-07-25 09:50:21,430 - mmaction - INFO - Epoch [10][3140/3757] lr: 1.000e-02, eta: 1 day, 2:40:29, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5523, top5_acc: 0.7883, loss_cls: 1.8580, loss: 1.8580, grad_norm: 5.1722 2020-07-25 09:50:33,505 - mmaction - INFO - Epoch [10][3160/3757] lr: 1.000e-02, eta: 1 day, 2:40:14, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5672, top5_acc: 0.7922, loss_cls: 1.9079, loss: 1.9079, grad_norm: 5.3130 2020-07-25 09:50:45,839 - mmaction - INFO - Epoch [10][3180/3757] lr: 1.000e-02, eta: 1 day, 2:39:59, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5563, top5_acc: 0.8016, loss_cls: 1.8707, loss: 1.8707, grad_norm: 5.3221 2020-07-25 09:50:58,001 - mmaction - INFO - Epoch [10][3200/3757] lr: 1.000e-02, eta: 1 day, 2:39:45, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5477, top5_acc: 0.7812, loss_cls: 1.8953, loss: 1.8953, grad_norm: 5.2718 2020-07-25 09:51:10,210 - mmaction - INFO - Epoch [10][3220/3757] lr: 1.000e-02, eta: 1 day, 2:39:30, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5594, top5_acc: 0.8016, loss_cls: 1.8098, loss: 1.8098, grad_norm: 5.0356 2020-07-25 09:51:22,350 - mmaction - INFO - Epoch [10][3240/3757] lr: 1.000e-02, eta: 1 day, 2:39:15, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7891, loss_cls: 1.9126, loss: 1.9126, grad_norm: 5.4060 2020-07-25 09:51:34,668 - mmaction - INFO - Epoch [10][3260/3757] lr: 1.000e-02, eta: 1 day, 2:39:00, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5437, top5_acc: 0.7922, loss_cls: 1.8961, loss: 1.8961, grad_norm: 5.2765 2020-07-25 09:51:46,988 - mmaction - INFO - Epoch [10][3280/3757] lr: 1.000e-02, eta: 1 day, 2:38:46, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7625, loss_cls: 2.0466, loss: 2.0466, grad_norm: 5.2347 2020-07-25 09:51:59,242 - mmaction - INFO - Epoch [10][3300/3757] lr: 1.000e-02, eta: 1 day, 2:38:31, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7609, loss_cls: 1.9820, loss: 1.9820, grad_norm: 5.4169 2020-07-25 09:52:11,468 - mmaction - INFO - Epoch [10][3320/3757] lr: 1.000e-02, eta: 1 day, 2:38:17, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7812, loss_cls: 1.9799, loss: 1.9799, grad_norm: 5.1975 2020-07-25 09:52:23,745 - mmaction - INFO - Epoch [10][3340/3757] lr: 1.000e-02, eta: 1 day, 2:38:02, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.5633, top5_acc: 0.8133, loss_cls: 1.8254, loss: 1.8254, grad_norm: 5.1040 2020-07-25 09:52:35,864 - mmaction - INFO - Epoch [10][3360/3757] lr: 1.000e-02, eta: 1 day, 2:37:47, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7859, loss_cls: 1.8675, loss: 1.8675, grad_norm: 5.2015 2020-07-25 09:52:47,961 - mmaction - INFO - Epoch [10][3380/3757] lr: 1.000e-02, eta: 1 day, 2:37:32, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.5719, top5_acc: 0.7859, loss_cls: 1.8506, loss: 1.8506, grad_norm: 5.0837 2020-07-25 09:53:00,142 - mmaction - INFO - Epoch [10][3400/3757] lr: 1.000e-02, eta: 1 day, 2:37:17, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7977, loss_cls: 1.8527, loss: 1.8527, grad_norm: 5.3203 2020-07-25 09:53:12,441 - mmaction - INFO - Epoch [10][3420/3757] lr: 1.000e-02, eta: 1 day, 2:37:02, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7789, loss_cls: 1.8727, loss: 1.8727, grad_norm: 5.2653 2020-07-25 09:53:24,590 - mmaction - INFO - Epoch [10][3440/3757] lr: 1.000e-02, eta: 1 day, 2:36:47, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5359, top5_acc: 0.7562, loss_cls: 1.9896, loss: 1.9896, grad_norm: 5.2644 2020-07-25 09:53:36,925 - mmaction - INFO - Epoch [10][3460/3757] lr: 1.000e-02, eta: 1 day, 2:36:33, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7914, loss_cls: 1.8910, loss: 1.8910, grad_norm: 5.3023 2020-07-25 09:53:49,087 - mmaction - INFO - Epoch [10][3480/3757] lr: 1.000e-02, eta: 1 day, 2:36:18, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7781, loss_cls: 1.9062, loss: 1.9062, grad_norm: 5.2039 2020-07-25 09:54:01,363 - mmaction - INFO - Epoch [10][3500/3757] lr: 1.000e-02, eta: 1 day, 2:36:03, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5875, top5_acc: 0.7992, loss_cls: 1.7796, loss: 1.7796, grad_norm: 5.1061 2020-07-25 09:54:13,566 - mmaction - INFO - Epoch [10][3520/3757] lr: 1.000e-02, eta: 1 day, 2:35:49, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.5719, top5_acc: 0.7828, loss_cls: 1.8673, loss: 1.8673, grad_norm: 5.0932 2020-07-25 09:54:25,768 - mmaction - INFO - Epoch [10][3540/3757] lr: 1.000e-02, eta: 1 day, 2:35:34, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7953, loss_cls: 1.8751, loss: 1.8751, grad_norm: 5.2077 2020-07-25 09:54:38,080 - mmaction - INFO - Epoch [10][3560/3757] lr: 1.000e-02, eta: 1 day, 2:35:19, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5727, top5_acc: 0.7828, loss_cls: 1.8768, loss: 1.8768, grad_norm: 5.1573 2020-07-25 09:54:50,207 - mmaction - INFO - Epoch [10][3580/3757] lr: 1.000e-02, eta: 1 day, 2:35:04, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7875, loss_cls: 1.8481, loss: 1.8481, grad_norm: 5.3427 2020-07-25 09:55:02,870 - mmaction - INFO - Epoch [10][3600/3757] lr: 1.000e-02, eta: 1 day, 2:34:51, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7937, loss_cls: 1.8679, loss: 1.8679, grad_norm: 5.3944 2020-07-25 09:55:14,982 - mmaction - INFO - Epoch [10][3620/3757] lr: 1.000e-02, eta: 1 day, 2:34:36, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5469, top5_acc: 0.8008, loss_cls: 1.8800, loss: 1.8800, grad_norm: 5.3030 2020-07-25 09:55:26,940 - mmaction - INFO - Epoch [10][3640/3757] lr: 1.000e-02, eta: 1 day, 2:34:20, time: 0.599, data_time: 0.003, memory: 7079, top1_acc: 0.5680, top5_acc: 0.7922, loss_cls: 1.8352, loss: 1.8352, grad_norm: 5.0963 2020-07-25 09:55:39,216 - mmaction - INFO - Epoch [10][3660/3757] lr: 1.000e-02, eta: 1 day, 2:34:05, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7859, loss_cls: 1.9153, loss: 1.9153, grad_norm: 5.2554 2020-07-25 09:55:51,389 - mmaction - INFO - Epoch [10][3680/3757] lr: 1.000e-02, eta: 1 day, 2:33:51, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8047, loss_cls: 1.8259, loss: 1.8259, grad_norm: 5.1299 2020-07-25 09:56:03,832 - mmaction - INFO - Epoch [10][3700/3757] lr: 1.000e-02, eta: 1 day, 2:33:37, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7789, loss_cls: 1.9275, loss: 1.9275, grad_norm: 5.3123 2020-07-25 09:56:16,026 - mmaction - INFO - Epoch [10][3720/3757] lr: 1.000e-02, eta: 1 day, 2:33:22, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5523, top5_acc: 0.7875, loss_cls: 1.8904, loss: 1.8904, grad_norm: 5.2806 2020-07-25 09:56:28,172 - mmaction - INFO - Epoch [10][3740/3757] lr: 1.000e-02, eta: 1 day, 2:33:07, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7867, loss_cls: 1.8821, loss: 1.8821, grad_norm: 5.0660 2020-07-25 09:56:38,469 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-07-25 09:57:01,299 - mmaction - INFO - Epoch [11][20/3757] lr: 1.000e-02, eta: 1 day, 2:32:39, time: 1.119, data_time: 0.472, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.8167, loss: 1.8167, grad_norm: 5.2133 2020-07-25 09:57:13,604 - mmaction - INFO - Epoch [11][40/3757] lr: 1.000e-02, eta: 1 day, 2:32:24, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8000, loss_cls: 1.8071, loss: 1.8071, grad_norm: 5.1798 2020-07-25 09:57:25,802 - mmaction - INFO - Epoch [11][60/3757] lr: 1.000e-02, eta: 1 day, 2:32:10, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5633, top5_acc: 0.8281, loss_cls: 1.7574, loss: 1.7574, grad_norm: 5.0000 2020-07-25 09:57:38,106 - mmaction - INFO - Epoch [11][80/3757] lr: 1.000e-02, eta: 1 day, 2:31:55, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7797, loss_cls: 1.8373, loss: 1.8373, grad_norm: 5.1258 2020-07-25 09:57:50,335 - mmaction - INFO - Epoch [11][100/3757] lr: 1.000e-02, eta: 1 day, 2:31:41, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8000, loss_cls: 1.7765, loss: 1.7765, grad_norm: 5.3087 2020-07-25 09:58:02,603 - mmaction - INFO - Epoch [11][120/3757] lr: 1.000e-02, eta: 1 day, 2:31:26, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7883, loss_cls: 1.8673, loss: 1.8673, grad_norm: 5.2496 2020-07-25 09:58:14,736 - mmaction - INFO - Epoch [11][140/3757] lr: 1.000e-02, eta: 1 day, 2:31:11, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5570, top5_acc: 0.7898, loss_cls: 1.8162, loss: 1.8162, grad_norm: 5.2543 2020-07-25 09:58:26,944 - mmaction - INFO - Epoch [11][160/3757] lr: 1.000e-02, eta: 1 day, 2:30:56, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7502, loss: 1.7502, grad_norm: 5.3230 2020-07-25 09:58:38,912 - mmaction - INFO - Epoch [11][180/3757] lr: 1.000e-02, eta: 1 day, 2:30:41, time: 0.599, data_time: 0.004, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7844, loss_cls: 1.8570, loss: 1.8570, grad_norm: 5.4028 2020-07-25 09:58:51,167 - mmaction - INFO - Epoch [11][200/3757] lr: 1.000e-02, eta: 1 day, 2:30:26, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8070, loss_cls: 1.7897, loss: 1.7897, grad_norm: 5.1720 2020-07-25 09:59:03,314 - mmaction - INFO - Epoch [11][220/3757] lr: 1.000e-02, eta: 1 day, 2:30:11, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7773, loss_cls: 1.9620, loss: 1.9620, grad_norm: 5.2269 2020-07-25 09:59:15,622 - mmaction - INFO - Epoch [11][240/3757] lr: 1.000e-02, eta: 1 day, 2:29:57, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7797, loss_cls: 1.8553, loss: 1.8553, grad_norm: 5.1225 2020-07-25 09:59:27,729 - mmaction - INFO - Epoch [11][260/3757] lr: 1.000e-02, eta: 1 day, 2:29:42, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.7945, loss_cls: 1.8021, loss: 1.8021, grad_norm: 5.1800 2020-07-25 09:59:40,078 - mmaction - INFO - Epoch [11][280/3757] lr: 1.000e-02, eta: 1 day, 2:29:27, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.6812, loss: 1.6812, grad_norm: 5.0750 2020-07-25 09:59:52,197 - mmaction - INFO - Epoch [11][300/3757] lr: 1.000e-02, eta: 1 day, 2:29:12, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8008, loss_cls: 1.7752, loss: 1.7752, grad_norm: 5.1841 2020-07-25 10:00:06,311 - mmaction - INFO - Epoch [11][320/3757] lr: 1.000e-02, eta: 1 day, 2:29:05, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7984, loss_cls: 1.8932, loss: 1.8932, grad_norm: 5.3839 2020-07-25 10:00:21,611 - mmaction - INFO - Epoch [11][340/3757] lr: 1.000e-02, eta: 1 day, 2:29:02, time: 0.757, data_time: 0.006, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7875, loss_cls: 1.8920, loss: 1.8920, grad_norm: 5.2565 2020-07-25 10:00:34,230 - mmaction - INFO - Epoch [11][360/3757] lr: 1.000e-02, eta: 1 day, 2:28:49, time: 0.639, data_time: 0.039, memory: 7079, top1_acc: 0.5758, top5_acc: 0.7922, loss_cls: 1.8295, loss: 1.8295, grad_norm: 5.1628 2020-07-25 10:00:46,578 - mmaction - INFO - Epoch [11][380/3757] lr: 1.000e-02, eta: 1 day, 2:28:35, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7992, loss_cls: 1.8396, loss: 1.8396, grad_norm: 5.2164 2020-07-25 10:00:58,802 - mmaction - INFO - Epoch [11][400/3757] lr: 1.000e-02, eta: 1 day, 2:28:20, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5641, top5_acc: 0.8023, loss_cls: 1.7516, loss: 1.7516, grad_norm: 5.3032 2020-07-25 10:01:11,129 - mmaction - INFO - Epoch [11][420/3757] lr: 1.000e-02, eta: 1 day, 2:28:07, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8023, loss_cls: 1.8150, loss: 1.8150, grad_norm: 5.1916 2020-07-25 10:01:23,459 - mmaction - INFO - Epoch [11][440/3757] lr: 1.000e-02, eta: 1 day, 2:27:52, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.4670 2020-07-25 10:01:35,687 - mmaction - INFO - Epoch [11][460/3757] lr: 1.000e-02, eta: 1 day, 2:27:38, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5523, top5_acc: 0.7789, loss_cls: 1.9113, loss: 1.9113, grad_norm: 5.2692 2020-07-25 10:01:48,054 - mmaction - INFO - Epoch [11][480/3757] lr: 1.000e-02, eta: 1 day, 2:27:23, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8328, loss_cls: 1.6609, loss: 1.6609, grad_norm: 5.0906 2020-07-25 10:02:00,160 - mmaction - INFO - Epoch [11][500/3757] lr: 1.000e-02, eta: 1 day, 2:27:09, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7891, loss_cls: 1.8686, loss: 1.8686, grad_norm: 5.4641 2020-07-25 10:02:12,518 - mmaction - INFO - Epoch [11][520/3757] lr: 1.000e-02, eta: 1 day, 2:26:54, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7852, loss_cls: 1.9285, loss: 1.9285, grad_norm: 5.4602 2020-07-25 10:02:24,695 - mmaction - INFO - Epoch [11][540/3757] lr: 1.000e-02, eta: 1 day, 2:26:39, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7875, loss_cls: 1.9057, loss: 1.9057, grad_norm: 5.1828 2020-07-25 10:02:36,959 - mmaction - INFO - Epoch [11][560/3757] lr: 1.000e-02, eta: 1 day, 2:26:25, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5461, top5_acc: 0.8094, loss_cls: 1.8713, loss: 1.8713, grad_norm: 5.3633 2020-07-25 10:02:49,136 - mmaction - INFO - Epoch [11][580/3757] lr: 1.000e-02, eta: 1 day, 2:26:10, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7844, loss_cls: 1.8032, loss: 1.8032, grad_norm: 5.1298 2020-07-25 10:03:01,370 - mmaction - INFO - Epoch [11][600/3757] lr: 1.000e-02, eta: 1 day, 2:25:55, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5727, top5_acc: 0.7930, loss_cls: 1.8190, loss: 1.8190, grad_norm: 5.4934 2020-07-25 10:03:13,558 - mmaction - INFO - Epoch [11][620/3757] lr: 1.000e-02, eta: 1 day, 2:25:41, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.7992, loss: 1.7992, grad_norm: 5.1619 2020-07-25 10:03:25,760 - mmaction - INFO - Epoch [11][640/3757] lr: 1.000e-02, eta: 1 day, 2:25:26, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7883, loss_cls: 1.8678, loss: 1.8678, grad_norm: 5.2924 2020-07-25 10:03:37,951 - mmaction - INFO - Epoch [11][660/3757] lr: 1.000e-02, eta: 1 day, 2:25:11, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8039, loss_cls: 1.8485, loss: 1.8485, grad_norm: 5.2337 2020-07-25 10:03:50,332 - mmaction - INFO - Epoch [11][680/3757] lr: 1.000e-02, eta: 1 day, 2:24:57, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5437, top5_acc: 0.7922, loss_cls: 1.8810, loss: 1.8810, grad_norm: 5.4204 2020-07-25 10:04:02,494 - mmaction - INFO - Epoch [11][700/3757] lr: 1.000e-02, eta: 1 day, 2:24:42, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 1.9680, loss: 1.9680, grad_norm: 5.4280 2020-07-25 10:04:14,805 - mmaction - INFO - Epoch [11][720/3757] lr: 1.000e-02, eta: 1 day, 2:24:28, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8133, loss_cls: 1.7332, loss: 1.7332, grad_norm: 5.1531 2020-07-25 10:04:26,955 - mmaction - INFO - Epoch [11][740/3757] lr: 1.000e-02, eta: 1 day, 2:24:13, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8187, loss_cls: 1.6970, loss: 1.6970, grad_norm: 5.1708 2020-07-25 10:04:39,205 - mmaction - INFO - Epoch [11][760/3757] lr: 1.000e-02, eta: 1 day, 2:23:59, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5711, top5_acc: 0.7961, loss_cls: 1.8175, loss: 1.8175, grad_norm: 5.2494 2020-07-25 10:04:51,523 - mmaction - INFO - Epoch [11][780/3757] lr: 1.000e-02, eta: 1 day, 2:23:45, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5477, top5_acc: 0.7969, loss_cls: 1.8695, loss: 1.8695, grad_norm: 5.4528 2020-07-25 10:05:03,707 - mmaction - INFO - Epoch [11][800/3757] lr: 1.000e-02, eta: 1 day, 2:23:30, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7953, loss_cls: 1.8800, loss: 1.8800, grad_norm: 5.3941 2020-07-25 10:05:15,816 - mmaction - INFO - Epoch [11][820/3757] lr: 1.000e-02, eta: 1 day, 2:23:15, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7797, loss_cls: 1.9302, loss: 1.9302, grad_norm: 5.4281 2020-07-25 10:05:28,053 - mmaction - INFO - Epoch [11][840/3757] lr: 1.000e-02, eta: 1 day, 2:23:00, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5570, top5_acc: 0.7984, loss_cls: 1.8209, loss: 1.8209, grad_norm: 5.1690 2020-07-25 10:05:40,174 - mmaction - INFO - Epoch [11][860/3757] lr: 1.000e-02, eta: 1 day, 2:22:45, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7906, loss_cls: 1.8209, loss: 1.8209, grad_norm: 5.2510 2020-07-25 10:05:52,415 - mmaction - INFO - Epoch [11][880/3757] lr: 1.000e-02, eta: 1 day, 2:22:31, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8234, loss_cls: 1.6616, loss: 1.6616, grad_norm: 5.1131 2020-07-25 10:06:04,672 - mmaction - INFO - Epoch [11][900/3757] lr: 1.000e-02, eta: 1 day, 2:22:16, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.7757, loss: 1.7757, grad_norm: 5.4032 2020-07-25 10:06:16,855 - mmaction - INFO - Epoch [11][920/3757] lr: 1.000e-02, eta: 1 day, 2:22:01, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7812, loss_cls: 1.8790, loss: 1.8790, grad_norm: 5.2924 2020-07-25 10:06:29,139 - mmaction - INFO - Epoch [11][940/3757] lr: 1.000e-02, eta: 1 day, 2:21:47, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8047, loss_cls: 1.8444, loss: 1.8444, grad_norm: 5.3150 2020-07-25 10:06:41,494 - mmaction - INFO - Epoch [11][960/3757] lr: 1.000e-02, eta: 1 day, 2:21:33, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7820, loss_cls: 1.9571, loss: 1.9571, grad_norm: 5.3380 2020-07-25 10:06:53,537 - mmaction - INFO - Epoch [11][980/3757] lr: 1.000e-02, eta: 1 day, 2:21:18, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7859, loss_cls: 1.9033, loss: 1.9033, grad_norm: 5.3925 2020-07-25 10:07:05,677 - mmaction - INFO - Epoch [11][1000/3757] lr: 1.000e-02, eta: 1 day, 2:21:03, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8063, loss_cls: 1.8010, loss: 1.8010, grad_norm: 5.2432 2020-07-25 10:07:17,958 - mmaction - INFO - Epoch [11][1020/3757] lr: 1.000e-02, eta: 1 day, 2:20:48, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5672, top5_acc: 0.7953, loss_cls: 1.8419, loss: 1.8419, grad_norm: 5.1593 2020-07-25 10:07:30,209 - mmaction - INFO - Epoch [11][1040/3757] lr: 1.000e-02, eta: 1 day, 2:20:34, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.8502, loss: 1.8502, grad_norm: 5.2020 2020-07-25 10:07:42,402 - mmaction - INFO - Epoch [11][1060/3757] lr: 1.000e-02, eta: 1 day, 2:20:19, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.8894, loss: 1.8894, grad_norm: 5.3294 2020-07-25 10:07:54,507 - mmaction - INFO - Epoch [11][1080/3757] lr: 1.000e-02, eta: 1 day, 2:20:04, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5570, top5_acc: 0.7961, loss_cls: 1.8375, loss: 1.8375, grad_norm: 5.1723 2020-07-25 10:08:06,772 - mmaction - INFO - Epoch [11][1100/3757] lr: 1.000e-02, eta: 1 day, 2:19:49, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7773, loss_cls: 1.8952, loss: 1.8952, grad_norm: 5.2971 2020-07-25 10:08:18,925 - mmaction - INFO - Epoch [11][1120/3757] lr: 1.000e-02, eta: 1 day, 2:19:35, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 1.9378, loss: 1.9378, grad_norm: 5.3888 2020-07-25 10:08:31,299 - mmaction - INFO - Epoch [11][1140/3757] lr: 1.000e-02, eta: 1 day, 2:19:21, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5547, top5_acc: 0.7875, loss_cls: 1.8874, loss: 1.8874, grad_norm: 5.1634 2020-07-25 10:08:43,396 - mmaction - INFO - Epoch [11][1160/3757] lr: 1.000e-02, eta: 1 day, 2:19:06, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8156, loss_cls: 1.7745, loss: 1.7745, grad_norm: 5.1659 2020-07-25 10:08:55,718 - mmaction - INFO - Epoch [11][1180/3757] lr: 1.000e-02, eta: 1 day, 2:18:51, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7812, loss_cls: 1.9006, loss: 1.9006, grad_norm: 5.2802 2020-07-25 10:09:07,817 - mmaction - INFO - Epoch [11][1200/3757] lr: 1.000e-02, eta: 1 day, 2:18:36, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8156, loss_cls: 1.8067, loss: 1.8067, grad_norm: 5.1691 2020-07-25 10:09:20,097 - mmaction - INFO - Epoch [11][1220/3757] lr: 1.000e-02, eta: 1 day, 2:18:22, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7961, loss_cls: 1.8678, loss: 1.8678, grad_norm: 5.0982 2020-07-25 10:09:32,178 - mmaction - INFO - Epoch [11][1240/3757] lr: 1.000e-02, eta: 1 day, 2:18:07, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5539, top5_acc: 0.7773, loss_cls: 1.8899, loss: 1.8899, grad_norm: 5.1947 2020-07-25 10:09:44,493 - mmaction - INFO - Epoch [11][1260/3757] lr: 1.000e-02, eta: 1 day, 2:17:53, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7703, loss_cls: 1.9567, loss: 1.9567, grad_norm: 5.2059 2020-07-25 10:09:56,547 - mmaction - INFO - Epoch [11][1280/3757] lr: 1.000e-02, eta: 1 day, 2:17:38, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.5617, top5_acc: 0.8070, loss_cls: 1.8091, loss: 1.8091, grad_norm: 5.1599 2020-07-25 10:10:08,842 - mmaction - INFO - Epoch [11][1300/3757] lr: 1.000e-02, eta: 1 day, 2:17:23, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5391, top5_acc: 0.7961, loss_cls: 1.8609, loss: 1.8609, grad_norm: 5.2338 2020-07-25 10:10:20,973 - mmaction - INFO - Epoch [11][1320/3757] lr: 1.000e-02, eta: 1 day, 2:17:08, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7961, loss_cls: 1.8154, loss: 1.8154, grad_norm: 5.0687 2020-07-25 10:10:33,361 - mmaction - INFO - Epoch [11][1340/3757] lr: 1.000e-02, eta: 1 day, 2:16:54, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8055, loss_cls: 1.7576, loss: 1.7576, grad_norm: 5.1610 2020-07-25 10:10:45,487 - mmaction - INFO - Epoch [11][1360/3757] lr: 1.000e-02, eta: 1 day, 2:16:40, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5578, top5_acc: 0.8008, loss_cls: 1.8284, loss: 1.8284, grad_norm: 5.2127 2020-07-25 10:10:57,762 - mmaction - INFO - Epoch [11][1380/3757] lr: 1.000e-02, eta: 1 day, 2:16:25, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 1.9754, loss: 1.9754, grad_norm: 5.4695 2020-07-25 10:11:09,859 - mmaction - INFO - Epoch [11][1400/3757] lr: 1.000e-02, eta: 1 day, 2:16:10, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7937, loss_cls: 1.8800, loss: 1.8800, grad_norm: 5.3627 2020-07-25 10:11:22,172 - mmaction - INFO - Epoch [11][1420/3757] lr: 1.000e-02, eta: 1 day, 2:15:56, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 1.9819, loss: 1.9819, grad_norm: 5.3016 2020-07-25 10:11:34,353 - mmaction - INFO - Epoch [11][1440/3757] lr: 1.000e-02, eta: 1 day, 2:15:41, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7906, loss_cls: 1.8930, loss: 1.8930, grad_norm: 5.4453 2020-07-25 10:11:46,639 - mmaction - INFO - Epoch [11][1460/3757] lr: 1.000e-02, eta: 1 day, 2:15:27, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7930, loss_cls: 1.8871, loss: 1.8871, grad_norm: 5.3183 2020-07-25 10:11:58,757 - mmaction - INFO - Epoch [11][1480/3757] lr: 1.000e-02, eta: 1 day, 2:15:12, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7992, loss_cls: 1.8241, loss: 1.8241, grad_norm: 5.2455 2020-07-25 10:12:11,106 - mmaction - INFO - Epoch [11][1500/3757] lr: 1.000e-02, eta: 1 day, 2:14:58, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5680, top5_acc: 0.7945, loss_cls: 1.8437, loss: 1.8437, grad_norm: 5.2500 2020-07-25 10:12:23,250 - mmaction - INFO - Epoch [11][1520/3757] lr: 1.000e-02, eta: 1 day, 2:14:43, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5523, top5_acc: 0.7953, loss_cls: 1.8509, loss: 1.8509, grad_norm: 5.4041 2020-07-25 10:12:35,524 - mmaction - INFO - Epoch [11][1540/3757] lr: 1.000e-02, eta: 1 day, 2:14:28, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5617, top5_acc: 0.8000, loss_cls: 1.8336, loss: 1.8336, grad_norm: 5.2782 2020-07-25 10:12:47,696 - mmaction - INFO - Epoch [11][1560/3757] lr: 1.000e-02, eta: 1 day, 2:14:14, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7883, loss_cls: 1.8786, loss: 1.8786, grad_norm: 5.4325 2020-07-25 10:12:59,843 - mmaction - INFO - Epoch [11][1580/3757] lr: 1.000e-02, eta: 1 day, 2:13:59, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7930, loss_cls: 1.8783, loss: 1.8783, grad_norm: 5.2761 2020-07-25 10:13:12,024 - mmaction - INFO - Epoch [11][1600/3757] lr: 1.000e-02, eta: 1 day, 2:13:45, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5766, top5_acc: 0.7945, loss_cls: 1.8235, loss: 1.8235, grad_norm: 5.0863 2020-07-25 10:13:24,422 - mmaction - INFO - Epoch [11][1620/3757] lr: 1.000e-02, eta: 1 day, 2:13:31, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7966, loss: 1.7966, grad_norm: 5.0800 2020-07-25 10:13:36,443 - mmaction - INFO - Epoch [11][1640/3757] lr: 1.000e-02, eta: 1 day, 2:13:16, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7883, loss_cls: 1.8570, loss: 1.8570, grad_norm: 5.2987 2020-07-25 10:13:48,764 - mmaction - INFO - Epoch [11][1660/3757] lr: 1.000e-02, eta: 1 day, 2:13:01, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7609, loss_cls: 2.0059, loss: 2.0059, grad_norm: 5.4366 2020-07-25 10:14:00,856 - mmaction - INFO - Epoch [11][1680/3757] lr: 1.000e-02, eta: 1 day, 2:12:46, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7922, loss_cls: 1.9110, loss: 1.9110, grad_norm: 5.1139 2020-07-25 10:14:12,891 - mmaction - INFO - Epoch [11][1700/3757] lr: 1.000e-02, eta: 1 day, 2:12:31, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.5273, top5_acc: 0.8031, loss_cls: 1.8836, loss: 1.8836, grad_norm: 5.1787 2020-07-25 10:14:25,161 - mmaction - INFO - Epoch [11][1720/3757] lr: 1.000e-02, eta: 1 day, 2:12:17, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8023, loss_cls: 1.7638, loss: 1.7638, grad_norm: 5.0152 2020-07-25 10:14:37,338 - mmaction - INFO - Epoch [11][1740/3757] lr: 1.000e-02, eta: 1 day, 2:12:02, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7711, loss_cls: 1.9369, loss: 1.9369, grad_norm: 5.4406 2020-07-25 10:14:50,202 - mmaction - INFO - Epoch [11][1760/3757] lr: 1.000e-02, eta: 1 day, 2:11:50, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.5437, top5_acc: 0.7758, loss_cls: 1.9215, loss: 1.9215, grad_norm: 5.3508 2020-07-25 10:15:04,855 - mmaction - INFO - Epoch [11][1780/3757] lr: 1.000e-02, eta: 1 day, 2:11:35, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5500, top5_acc: 0.7859, loss_cls: 1.8867, loss: 1.8867, grad_norm: 5.4991 2020-07-25 10:15:16,990 - mmaction - INFO - Epoch [11][1800/3757] lr: 1.000e-02, eta: 1 day, 2:11:30, time: 0.734, data_time: 0.131, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8008, loss_cls: 1.7689, loss: 1.7689, grad_norm: 5.0765 2020-07-25 10:15:29,236 - mmaction - INFO - Epoch [11][1820/3757] lr: 1.000e-02, eta: 1 day, 2:11:15, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7914, loss_cls: 1.7777, loss: 1.7777, grad_norm: 5.0394 2020-07-25 10:15:41,215 - mmaction - INFO - Epoch [11][1840/3757] lr: 1.000e-02, eta: 1 day, 2:11:00, time: 0.598, data_time: 0.003, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.7781, loss: 1.7781, grad_norm: 5.2006 2020-07-25 10:15:53,515 - mmaction - INFO - Epoch [11][1860/3757] lr: 1.000e-02, eta: 1 day, 2:10:46, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5391, top5_acc: 0.7836, loss_cls: 1.8945, loss: 1.8945, grad_norm: 5.1900 2020-07-25 10:16:05,878 - mmaction - INFO - Epoch [11][1880/3757] lr: 1.000e-02, eta: 1 day, 2:10:32, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7891, loss_cls: 1.8490, loss: 1.8490, grad_norm: 5.1181 2020-07-25 10:16:18,041 - mmaction - INFO - Epoch [11][1900/3757] lr: 1.000e-02, eta: 1 day, 2:10:17, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7898, loss_cls: 1.8438, loss: 1.8438, grad_norm: 5.2113 2020-07-25 10:16:30,338 - mmaction - INFO - Epoch [11][1920/3757] lr: 1.000e-02, eta: 1 day, 2:10:03, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5508, top5_acc: 0.8008, loss_cls: 1.8524, loss: 1.8524, grad_norm: 5.4409 2020-07-25 10:16:42,415 - mmaction - INFO - Epoch [11][1940/3757] lr: 1.000e-02, eta: 1 day, 2:09:48, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7914, loss_cls: 1.8733, loss: 1.8733, grad_norm: 5.3273 2020-07-25 10:16:54,739 - mmaction - INFO - Epoch [11][1960/3757] lr: 1.000e-02, eta: 1 day, 2:09:33, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5727, top5_acc: 0.7852, loss_cls: 1.8297, loss: 1.8297, grad_norm: 5.3029 2020-07-25 10:17:06,815 - mmaction - INFO - Epoch [11][1980/3757] lr: 1.000e-02, eta: 1 day, 2:09:19, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.8472, loss: 1.8472, grad_norm: 5.2411 2020-07-25 10:17:19,026 - mmaction - INFO - Epoch [11][2000/3757] lr: 1.000e-02, eta: 1 day, 2:09:04, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8055, loss_cls: 1.8366, loss: 1.8366, grad_norm: 5.2985 2020-07-25 10:17:31,200 - mmaction - INFO - Epoch [11][2020/3757] lr: 1.000e-02, eta: 1 day, 2:08:50, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7977, loss_cls: 1.8448, loss: 1.8448, grad_norm: 5.2925 2020-07-25 10:17:43,518 - mmaction - INFO - Epoch [11][2040/3757] lr: 1.000e-02, eta: 1 day, 2:08:35, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7766, loss_cls: 1.9457, loss: 1.9457, grad_norm: 5.3666 2020-07-25 10:17:55,739 - mmaction - INFO - Epoch [11][2060/3757] lr: 1.000e-02, eta: 1 day, 2:08:21, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7891, loss_cls: 1.9572, loss: 1.9572, grad_norm: 5.2970 2020-07-25 10:18:08,084 - mmaction - INFO - Epoch [11][2080/3757] lr: 1.000e-02, eta: 1 day, 2:08:07, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5547, top5_acc: 0.8117, loss_cls: 1.8308, loss: 1.8308, grad_norm: 5.2092 2020-07-25 10:18:20,313 - mmaction - INFO - Epoch [11][2100/3757] lr: 1.000e-02, eta: 1 day, 2:07:52, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7773, loss_cls: 1.9863, loss: 1.9863, grad_norm: 5.4923 2020-07-25 10:18:32,646 - mmaction - INFO - Epoch [11][2120/3757] lr: 1.000e-02, eta: 1 day, 2:07:38, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7977, loss_cls: 1.8722, loss: 1.8722, grad_norm: 5.2016 2020-07-25 10:18:44,690 - mmaction - INFO - Epoch [11][2140/3757] lr: 1.000e-02, eta: 1 day, 2:07:23, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7805, loss_cls: 1.9421, loss: 1.9421, grad_norm: 5.6045 2020-07-25 10:18:56,890 - mmaction - INFO - Epoch [11][2160/3757] lr: 1.000e-02, eta: 1 day, 2:07:09, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8125, loss_cls: 1.7311, loss: 1.7311, grad_norm: 5.1960 2020-07-25 10:19:09,346 - mmaction - INFO - Epoch [11][2180/3757] lr: 1.000e-02, eta: 1 day, 2:06:55, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7719, loss_cls: 1.9732, loss: 1.9732, grad_norm: 5.3745 2020-07-25 10:19:21,456 - mmaction - INFO - Epoch [11][2200/3757] lr: 1.000e-02, eta: 1 day, 2:06:40, time: 0.612, data_time: 0.010, memory: 7079, top1_acc: 0.5727, top5_acc: 0.7898, loss_cls: 1.8385, loss: 1.8385, grad_norm: 5.1424 2020-07-25 10:19:33,714 - mmaction - INFO - Epoch [11][2220/3757] lr: 1.000e-02, eta: 1 day, 2:06:26, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8031, loss_cls: 1.7690, loss: 1.7690, grad_norm: 4.8936 2020-07-25 10:19:45,874 - mmaction - INFO - Epoch [11][2240/3757] lr: 1.000e-02, eta: 1 day, 2:06:11, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.5570, top5_acc: 0.8055, loss_cls: 1.7755, loss: 1.7755, grad_norm: 5.1930 2020-07-25 10:19:58,286 - mmaction - INFO - Epoch [11][2260/3757] lr: 1.000e-02, eta: 1 day, 2:05:57, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8102, loss_cls: 1.8040, loss: 1.8040, grad_norm: 5.1773 2020-07-25 10:20:10,437 - mmaction - INFO - Epoch [11][2280/3757] lr: 1.000e-02, eta: 1 day, 2:05:43, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7945, loss_cls: 1.8315, loss: 1.8315, grad_norm: 5.2095 2020-07-25 10:20:22,686 - mmaction - INFO - Epoch [11][2300/3757] lr: 1.000e-02, eta: 1 day, 2:05:28, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7914, loss_cls: 1.8144, loss: 1.8144, grad_norm: 5.3044 2020-07-25 10:20:34,669 - mmaction - INFO - Epoch [11][2320/3757] lr: 1.000e-02, eta: 1 day, 2:05:13, time: 0.599, data_time: 0.003, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7898, loss_cls: 1.8874, loss: 1.8874, grad_norm: 5.3922 2020-07-25 10:20:46,961 - mmaction - INFO - Epoch [11][2340/3757] lr: 1.000e-02, eta: 1 day, 2:04:59, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7844, loss_cls: 1.9389, loss: 1.9389, grad_norm: 5.3237 2020-07-25 10:20:59,239 - mmaction - INFO - Epoch [11][2360/3757] lr: 1.000e-02, eta: 1 day, 2:04:45, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7828, loss_cls: 1.8925, loss: 1.8925, grad_norm: 5.1679 2020-07-25 10:21:11,481 - mmaction - INFO - Epoch [11][2380/3757] lr: 1.000e-02, eta: 1 day, 2:04:30, time: 0.608, data_time: 0.009, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8109, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.1698 2020-07-25 10:21:23,480 - mmaction - INFO - Epoch [11][2400/3757] lr: 1.000e-02, eta: 1 day, 2:04:15, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7852, loss_cls: 1.8772, loss: 1.8772, grad_norm: 5.1986 2020-07-25 10:21:35,769 - mmaction - INFO - Epoch [11][2420/3757] lr: 1.000e-02, eta: 1 day, 2:04:01, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7992, loss_cls: 1.8808, loss: 1.8808, grad_norm: 5.3276 2020-07-25 10:21:47,959 - mmaction - INFO - Epoch [11][2440/3757] lr: 1.000e-02, eta: 1 day, 2:03:46, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7750, loss_cls: 1.9302, loss: 1.9302, grad_norm: 5.2671 2020-07-25 10:22:00,180 - mmaction - INFO - Epoch [11][2460/3757] lr: 1.000e-02, eta: 1 day, 2:03:32, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7836, loss_cls: 1.9203, loss: 1.9203, grad_norm: 5.1056 2020-07-25 10:22:12,366 - mmaction - INFO - Epoch [11][2480/3757] lr: 1.000e-02, eta: 1 day, 2:03:17, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5477, top5_acc: 0.8000, loss_cls: 1.8821, loss: 1.8821, grad_norm: 5.2326 2020-07-25 10:22:24,633 - mmaction - INFO - Epoch [11][2500/3757] lr: 1.000e-02, eta: 1 day, 2:03:03, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7789, loss_cls: 1.9271, loss: 1.9271, grad_norm: 5.2626 2020-07-25 10:22:36,881 - mmaction - INFO - Epoch [11][2520/3757] lr: 1.000e-02, eta: 1 day, 2:02:48, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7992, loss_cls: 1.8484, loss: 1.8484, grad_norm: 5.1243 2020-07-25 10:22:49,035 - mmaction - INFO - Epoch [11][2540/3757] lr: 1.000e-02, eta: 1 day, 2:02:34, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5477, top5_acc: 0.8055, loss_cls: 1.8139, loss: 1.8139, grad_norm: 5.1924 2020-07-25 10:23:01,322 - mmaction - INFO - Epoch [11][2560/3757] lr: 1.000e-02, eta: 1 day, 2:02:20, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.8302, loss: 1.8302, grad_norm: 5.1875 2020-07-25 10:23:13,449 - mmaction - INFO - Epoch [11][2580/3757] lr: 1.000e-02, eta: 1 day, 2:02:05, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7867, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.2651 2020-07-25 10:23:25,731 - mmaction - INFO - Epoch [11][2600/3757] lr: 1.000e-02, eta: 1 day, 2:01:51, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.8005, loss: 1.8005, grad_norm: 5.2041 2020-07-25 10:23:37,799 - mmaction - INFO - Epoch [11][2620/3757] lr: 1.000e-02, eta: 1 day, 2:01:36, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7922, loss_cls: 1.8740, loss: 1.8740, grad_norm: 5.1886 2020-07-25 10:23:50,171 - mmaction - INFO - Epoch [11][2640/3757] lr: 1.000e-02, eta: 1 day, 2:01:22, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7812, loss_cls: 1.8736, loss: 1.8736, grad_norm: 5.3560 2020-07-25 10:24:02,376 - mmaction - INFO - Epoch [11][2660/3757] lr: 1.000e-02, eta: 1 day, 2:01:08, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7852, loss_cls: 1.8722, loss: 1.8722, grad_norm: 5.2787 2020-07-25 10:24:14,568 - mmaction - INFO - Epoch [11][2680/3757] lr: 1.000e-02, eta: 1 day, 2:00:53, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7922, loss_cls: 1.8520, loss: 1.8520, grad_norm: 5.1946 2020-07-25 10:24:26,733 - mmaction - INFO - Epoch [11][2700/3757] lr: 1.000e-02, eta: 1 day, 2:00:38, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7859, loss_cls: 1.9146, loss: 1.9146, grad_norm: 5.2446 2020-07-25 10:24:39,018 - mmaction - INFO - Epoch [11][2720/3757] lr: 1.000e-02, eta: 1 day, 2:00:24, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8629, loss: 1.8629, grad_norm: 5.1584 2020-07-25 10:24:51,021 - mmaction - INFO - Epoch [11][2740/3757] lr: 1.000e-02, eta: 1 day, 2:00:09, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8180, loss_cls: 1.7312, loss: 1.7312, grad_norm: 5.1568 2020-07-25 10:25:03,263 - mmaction - INFO - Epoch [11][2760/3757] lr: 1.000e-02, eta: 1 day, 1:59:55, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7969, loss_cls: 1.8524, loss: 1.8524, grad_norm: 5.4064 2020-07-25 10:25:15,347 - mmaction - INFO - Epoch [11][2780/3757] lr: 1.000e-02, eta: 1 day, 1:59:40, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7945, loss_cls: 1.8336, loss: 1.8336, grad_norm: 5.3330 2020-07-25 10:25:27,595 - mmaction - INFO - Epoch [11][2800/3757] lr: 1.000e-02, eta: 1 day, 1:59:26, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5727, top5_acc: 0.7992, loss_cls: 1.8215, loss: 1.8215, grad_norm: 5.2963 2020-07-25 10:25:39,797 - mmaction - INFO - Epoch [11][2820/3757] lr: 1.000e-02, eta: 1 day, 1:59:11, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7836, loss_cls: 1.9041, loss: 1.9041, grad_norm: 5.3334 2020-07-25 10:25:52,119 - mmaction - INFO - Epoch [11][2840/3757] lr: 1.000e-02, eta: 1 day, 1:58:57, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7844, loss_cls: 1.9156, loss: 1.9156, grad_norm: 5.2957 2020-07-25 10:26:04,290 - mmaction - INFO - Epoch [11][2860/3757] lr: 1.000e-02, eta: 1 day, 1:58:43, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7922, loss_cls: 1.9237, loss: 1.9237, grad_norm: 5.2835 2020-07-25 10:26:16,560 - mmaction - INFO - Epoch [11][2880/3757] lr: 1.000e-02, eta: 1 day, 1:58:28, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8016, loss_cls: 1.8090, loss: 1.8090, grad_norm: 5.0494 2020-07-25 10:26:28,637 - mmaction - INFO - Epoch [11][2900/3757] lr: 1.000e-02, eta: 1 day, 1:58:13, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7961, loss_cls: 1.8987, loss: 1.8987, grad_norm: 5.3281 2020-07-25 10:26:41,039 - mmaction - INFO - Epoch [11][2920/3757] lr: 1.000e-02, eta: 1 day, 1:57:59, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8148, loss_cls: 1.7801, loss: 1.7801, grad_norm: 5.1454 2020-07-25 10:26:53,159 - mmaction - INFO - Epoch [11][2940/3757] lr: 1.000e-02, eta: 1 day, 1:57:45, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7867, loss_cls: 1.8280, loss: 1.8280, grad_norm: 5.2171 2020-07-25 10:27:05,376 - mmaction - INFO - Epoch [11][2960/3757] lr: 1.000e-02, eta: 1 day, 1:57:30, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7883, loss_cls: 1.8641, loss: 1.8641, grad_norm: 5.1595 2020-07-25 10:27:17,529 - mmaction - INFO - Epoch [11][2980/3757] lr: 1.000e-02, eta: 1 day, 1:57:16, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7906, loss_cls: 1.8679, loss: 1.8679, grad_norm: 5.3371 2020-07-25 10:27:29,743 - mmaction - INFO - Epoch [11][3000/3757] lr: 1.000e-02, eta: 1 day, 1:57:01, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7906, loss_cls: 1.8579, loss: 1.8579, grad_norm: 5.2795 2020-07-25 10:27:41,961 - mmaction - INFO - Epoch [11][3020/3757] lr: 1.000e-02, eta: 1 day, 1:56:47, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7930, loss_cls: 1.8400, loss: 1.8400, grad_norm: 5.1204 2020-07-25 10:27:54,241 - mmaction - INFO - Epoch [11][3040/3757] lr: 1.000e-02, eta: 1 day, 1:56:33, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.9055, loss: 1.9055, grad_norm: 5.3422 2020-07-25 10:28:06,371 - mmaction - INFO - Epoch [11][3060/3757] lr: 1.000e-02, eta: 1 day, 1:56:18, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7766, loss_cls: 1.9514, loss: 1.9514, grad_norm: 5.3843 2020-07-25 10:28:18,688 - mmaction - INFO - Epoch [11][3080/3757] lr: 1.000e-02, eta: 1 day, 1:56:04, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7750, loss_cls: 1.9481, loss: 1.9481, grad_norm: 5.3340 2020-07-25 10:28:30,791 - mmaction - INFO - Epoch [11][3100/3757] lr: 1.000e-02, eta: 1 day, 1:55:49, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7852, loss_cls: 1.8910, loss: 1.8910, grad_norm: 5.3473 2020-07-25 10:28:43,167 - mmaction - INFO - Epoch [11][3120/3757] lr: 1.000e-02, eta: 1 day, 1:55:36, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7992, loss_cls: 1.8115, loss: 1.8115, grad_norm: 5.0209 2020-07-25 10:28:55,320 - mmaction - INFO - Epoch [11][3140/3757] lr: 1.000e-02, eta: 1 day, 1:55:21, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7758, loss_cls: 1.9325, loss: 1.9325, grad_norm: 5.3439 2020-07-25 10:29:07,723 - mmaction - INFO - Epoch [11][3160/3757] lr: 1.000e-02, eta: 1 day, 1:55:07, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7977, loss_cls: 1.8859, loss: 1.8859, grad_norm: 5.2531 2020-07-25 10:29:19,856 - mmaction - INFO - Epoch [11][3180/3757] lr: 1.000e-02, eta: 1 day, 1:54:53, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7914, loss_cls: 1.9562, loss: 1.9562, grad_norm: 5.3042 2020-07-25 10:29:32,267 - mmaction - INFO - Epoch [11][3200/3757] lr: 1.000e-02, eta: 1 day, 1:54:39, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7977, loss_cls: 1.8272, loss: 1.8272, grad_norm: 5.2187 2020-07-25 10:29:44,391 - mmaction - INFO - Epoch [11][3220/3757] lr: 1.000e-02, eta: 1 day, 1:54:24, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7766, loss_cls: 1.9491, loss: 1.9491, grad_norm: 5.2553 2020-07-25 10:29:56,638 - mmaction - INFO - Epoch [11][3240/3757] lr: 1.000e-02, eta: 1 day, 1:54:10, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7937, loss_cls: 1.8775, loss: 1.8775, grad_norm: 5.3052 2020-07-25 10:30:08,753 - mmaction - INFO - Epoch [11][3260/3757] lr: 1.000e-02, eta: 1 day, 1:53:55, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7812, loss_cls: 1.8942, loss: 1.8942, grad_norm: 5.2630 2020-07-25 10:30:20,913 - mmaction - INFO - Epoch [11][3280/3757] lr: 1.000e-02, eta: 1 day, 1:53:40, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7875, loss_cls: 1.8939, loss: 1.8939, grad_norm: 5.3591 2020-07-25 10:30:33,132 - mmaction - INFO - Epoch [11][3300/3757] lr: 1.000e-02, eta: 1 day, 1:53:26, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7766, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.2840 2020-07-25 10:30:45,463 - mmaction - INFO - Epoch [11][3320/3757] lr: 1.000e-02, eta: 1 day, 1:53:12, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8047, loss_cls: 1.7866, loss: 1.7866, grad_norm: 5.3123 2020-07-25 10:30:57,525 - mmaction - INFO - Epoch [11][3340/3757] lr: 1.000e-02, eta: 1 day, 1:52:57, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7898, loss_cls: 1.8280, loss: 1.8280, grad_norm: 5.2109 2020-07-25 10:31:09,823 - mmaction - INFO - Epoch [11][3360/3757] lr: 1.000e-02, eta: 1 day, 1:52:43, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5477, top5_acc: 0.8063, loss_cls: 1.8557, loss: 1.8557, grad_norm: 5.2667 2020-07-25 10:31:22,052 - mmaction - INFO - Epoch [11][3380/3757] lr: 1.000e-02, eta: 1 day, 1:52:29, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7969, loss_cls: 1.8800, loss: 1.8800, grad_norm: 5.3235 2020-07-25 10:31:34,446 - mmaction - INFO - Epoch [11][3400/3757] lr: 1.000e-02, eta: 1 day, 1:52:15, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7734, loss_cls: 1.8939, loss: 1.8939, grad_norm: 5.3773 2020-07-25 10:31:46,583 - mmaction - INFO - Epoch [11][3420/3757] lr: 1.000e-02, eta: 1 day, 1:52:01, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7891, loss_cls: 1.8629, loss: 1.8629, grad_norm: 5.2514 2020-07-25 10:31:58,825 - mmaction - INFO - Epoch [11][3440/3757] lr: 1.000e-02, eta: 1 day, 1:51:46, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5539, top5_acc: 0.7891, loss_cls: 1.8852, loss: 1.8852, grad_norm: 5.2968 2020-07-25 10:32:11,230 - mmaction - INFO - Epoch [11][3460/3757] lr: 1.000e-02, eta: 1 day, 1:51:33, time: 0.621, data_time: 0.003, memory: 7079, top1_acc: 0.5617, top5_acc: 0.8023, loss_cls: 1.8138, loss: 1.8138, grad_norm: 5.2250 2020-07-25 10:32:23,487 - mmaction - INFO - Epoch [11][3480/3757] lr: 1.000e-02, eta: 1 day, 1:51:18, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.8026, loss: 1.8026, grad_norm: 5.3736 2020-07-25 10:32:35,594 - mmaction - INFO - Epoch [11][3500/3757] lr: 1.000e-02, eta: 1 day, 1:51:04, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.8280, loss: 1.8280, grad_norm: 5.2004 2020-07-25 10:32:47,755 - mmaction - INFO - Epoch [11][3520/3757] lr: 1.000e-02, eta: 1 day, 1:50:49, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7859, loss_cls: 1.8048, loss: 1.8048, grad_norm: 5.0946 2020-07-25 10:32:59,778 - mmaction - INFO - Epoch [11][3540/3757] lr: 1.000e-02, eta: 1 day, 1:50:34, time: 0.602, data_time: 0.008, memory: 7079, top1_acc: 0.5430, top5_acc: 0.8008, loss_cls: 1.8106, loss: 1.8106, grad_norm: 5.2762 2020-07-25 10:33:12,035 - mmaction - INFO - Epoch [11][3560/3757] lr: 1.000e-02, eta: 1 day, 1:50:20, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7891, loss_cls: 1.8553, loss: 1.8553, grad_norm: 5.1214 2020-07-25 10:33:24,640 - mmaction - INFO - Epoch [11][3580/3757] lr: 1.000e-02, eta: 1 day, 1:50:07, time: 0.629, data_time: 0.004, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7992, loss_cls: 1.8254, loss: 1.8254, grad_norm: 5.1846 2020-07-25 10:33:36,942 - mmaction - INFO - Epoch [11][3600/3757] lr: 1.000e-02, eta: 1 day, 1:49:53, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7766, loss_cls: 1.8974, loss: 1.8974, grad_norm: 5.1703 2020-07-25 10:33:49,110 - mmaction - INFO - Epoch [11][3620/3757] lr: 1.000e-02, eta: 1 day, 1:49:39, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7945, loss_cls: 1.8554, loss: 1.8554, grad_norm: 5.1745 2020-07-25 10:34:01,731 - mmaction - INFO - Epoch [11][3640/3757] lr: 1.000e-02, eta: 1 day, 1:49:26, time: 0.628, data_time: 0.007, memory: 7079, top1_acc: 0.5492, top5_acc: 0.8047, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.2962 2020-07-25 10:34:13,913 - mmaction - INFO - Epoch [11][3660/3757] lr: 1.000e-02, eta: 1 day, 1:49:11, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8008, loss_cls: 1.8618, loss: 1.8618, grad_norm: 5.2036 2020-07-25 10:34:26,152 - mmaction - INFO - Epoch [11][3680/3757] lr: 1.000e-02, eta: 1 day, 1:48:57, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.7902, loss: 1.7902, grad_norm: 5.0566 2020-07-25 10:34:38,292 - mmaction - INFO - Epoch [11][3700/3757] lr: 1.000e-02, eta: 1 day, 1:48:42, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7773, loss_cls: 1.8441, loss: 1.8441, grad_norm: 5.1798 2020-07-25 10:34:50,484 - mmaction - INFO - Epoch [11][3720/3757] lr: 1.000e-02, eta: 1 day, 1:48:28, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5727, top5_acc: 0.7930, loss_cls: 1.7843, loss: 1.7843, grad_norm: 5.0628 2020-07-25 10:35:02,604 - mmaction - INFO - Epoch [11][3740/3757] lr: 1.000e-02, eta: 1 day, 1:48:13, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5445, top5_acc: 0.8008, loss_cls: 1.7925, loss: 1.7925, grad_norm: 5.3526 2020-07-25 10:35:13,028 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-07-25 10:35:39,507 - mmaction - INFO - Epoch [12][20/3757] lr: 1.000e-02, eta: 1 day, 1:47:59, time: 1.297, data_time: 0.674, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8119, loss: 1.8119, grad_norm: 5.3516 2020-07-25 10:35:51,614 - mmaction - INFO - Epoch [12][40/3757] lr: 1.000e-02, eta: 1 day, 1:47:44, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.5523, top5_acc: 0.7930, loss_cls: 1.8140, loss: 1.8140, grad_norm: 5.2591 2020-07-25 10:36:03,809 - mmaction - INFO - Epoch [12][60/3757] lr: 1.000e-02, eta: 1 day, 1:47:30, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7961, loss_cls: 1.8914, loss: 1.8914, grad_norm: 5.2741 2020-07-25 10:36:16,037 - mmaction - INFO - Epoch [12][80/3757] lr: 1.000e-02, eta: 1 day, 1:47:15, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7984, loss_cls: 1.8407, loss: 1.8407, grad_norm: 5.1757 2020-07-25 10:36:28,034 - mmaction - INFO - Epoch [12][100/3757] lr: 1.000e-02, eta: 1 day, 1:47:00, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.5539, top5_acc: 0.8023, loss_cls: 1.8329, loss: 1.8329, grad_norm: 5.1992 2020-07-25 10:36:40,201 - mmaction - INFO - Epoch [12][120/3757] lr: 1.000e-02, eta: 1 day, 1:46:46, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8063, loss_cls: 1.8021, loss: 1.8021, grad_norm: 5.3272 2020-07-25 10:36:52,251 - mmaction - INFO - Epoch [12][140/3757] lr: 1.000e-02, eta: 1 day, 1:46:31, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8211, loss_cls: 1.7236, loss: 1.7236, grad_norm: 5.2321 2020-07-25 10:37:04,370 - mmaction - INFO - Epoch [12][160/3757] lr: 1.000e-02, eta: 1 day, 1:46:16, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6728, loss: 1.6728, grad_norm: 5.2205 2020-07-25 10:37:16,422 - mmaction - INFO - Epoch [12][180/3757] lr: 1.000e-02, eta: 1 day, 1:46:01, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7828, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.5080 2020-07-25 10:37:28,593 - mmaction - INFO - Epoch [12][200/3757] lr: 1.000e-02, eta: 1 day, 1:45:47, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5648, top5_acc: 0.8234, loss_cls: 1.7599, loss: 1.7599, grad_norm: 5.1077 2020-07-25 10:37:40,805 - mmaction - INFO - Epoch [12][220/3757] lr: 1.000e-02, eta: 1 day, 1:45:33, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8180, loss_cls: 1.6878, loss: 1.6878, grad_norm: 5.1405 2020-07-25 10:37:53,079 - mmaction - INFO - Epoch [12][240/3757] lr: 1.000e-02, eta: 1 day, 1:45:18, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7922, loss_cls: 1.8799, loss: 1.8799, grad_norm: 5.3499 2020-07-25 10:38:05,345 - mmaction - INFO - Epoch [12][260/3757] lr: 1.000e-02, eta: 1 day, 1:45:04, time: 0.615, data_time: 0.004, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7937, loss_cls: 1.8478, loss: 1.8478, grad_norm: 5.3159 2020-07-25 10:38:17,429 - mmaction - INFO - Epoch [12][280/3757] lr: 1.000e-02, eta: 1 day, 1:44:50, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8148, loss_cls: 1.7633, loss: 1.7633, grad_norm: 5.2939 2020-07-25 10:38:29,631 - mmaction - INFO - Epoch [12][300/3757] lr: 1.000e-02, eta: 1 day, 1:44:35, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7961, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.3821 2020-07-25 10:38:41,723 - mmaction - INFO - Epoch [12][320/3757] lr: 1.000e-02, eta: 1 day, 1:44:21, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8102, loss_cls: 1.7505, loss: 1.7505, grad_norm: 5.3957 2020-07-25 10:38:53,958 - mmaction - INFO - Epoch [12][340/3757] lr: 1.000e-02, eta: 1 day, 1:44:06, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8047, loss_cls: 1.7796, loss: 1.7796, grad_norm: 5.4171 2020-07-25 10:39:05,928 - mmaction - INFO - Epoch [12][360/3757] lr: 1.000e-02, eta: 1 day, 1:43:51, time: 0.599, data_time: 0.004, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7712, loss: 1.7712, grad_norm: 5.3468 2020-07-25 10:39:18,113 - mmaction - INFO - Epoch [12][380/3757] lr: 1.000e-02, eta: 1 day, 1:43:36, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7891, loss_cls: 1.8602, loss: 1.8602, grad_norm: 5.4129 2020-07-25 10:39:30,149 - mmaction - INFO - Epoch [12][400/3757] lr: 1.000e-02, eta: 1 day, 1:43:22, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7844, loss_cls: 1.8963, loss: 1.8963, grad_norm: 5.2672 2020-07-25 10:39:42,419 - mmaction - INFO - Epoch [12][420/3757] lr: 1.000e-02, eta: 1 day, 1:43:08, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7898, loss_cls: 1.8481, loss: 1.8481, grad_norm: 5.3126 2020-07-25 10:39:54,542 - mmaction - INFO - Epoch [12][440/3757] lr: 1.000e-02, eta: 1 day, 1:42:53, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7914, loss_cls: 1.8461, loss: 1.8461, grad_norm: 5.2518 2020-07-25 10:40:06,882 - mmaction - INFO - Epoch [12][460/3757] lr: 1.000e-02, eta: 1 day, 1:42:39, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8109, loss_cls: 1.7679, loss: 1.7679, grad_norm: 5.2399 2020-07-25 10:40:18,908 - mmaction - INFO - Epoch [12][480/3757] lr: 1.000e-02, eta: 1 day, 1:42:24, time: 0.601, data_time: 0.003, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8055, loss_cls: 1.8043, loss: 1.8043, grad_norm: 5.2807 2020-07-25 10:40:31,198 - mmaction - INFO - Epoch [12][500/3757] lr: 1.000e-02, eta: 1 day, 1:42:10, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5641, top5_acc: 0.8086, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.2844 2020-07-25 10:40:43,188 - mmaction - INFO - Epoch [12][520/3757] lr: 1.000e-02, eta: 1 day, 1:41:55, time: 0.599, data_time: 0.003, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7859, loss_cls: 1.8771, loss: 1.8771, grad_norm: 5.3596 2020-07-25 10:40:55,603 - mmaction - INFO - Epoch [12][540/3757] lr: 1.000e-02, eta: 1 day, 1:41:42, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.5406, top5_acc: 0.8102, loss_cls: 1.8106, loss: 1.8106, grad_norm: 5.4797 2020-07-25 10:41:07,759 - mmaction - INFO - Epoch [12][560/3757] lr: 1.000e-02, eta: 1 day, 1:41:27, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7977, loss_cls: 1.8383, loss: 1.8383, grad_norm: 5.1643 2020-07-25 10:41:19,919 - mmaction - INFO - Epoch [12][580/3757] lr: 1.000e-02, eta: 1 day, 1:41:13, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8055, loss_cls: 1.7772, loss: 1.7772, grad_norm: 5.2219 2020-07-25 10:41:32,059 - mmaction - INFO - Epoch [12][600/3757] lr: 1.000e-02, eta: 1 day, 1:40:58, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8000, loss_cls: 1.7844, loss: 1.7844, grad_norm: 5.1908 2020-07-25 10:41:44,528 - mmaction - INFO - Epoch [12][620/3757] lr: 1.000e-02, eta: 1 day, 1:40:45, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.5594, top5_acc: 0.8008, loss_cls: 1.8015, loss: 1.8015, grad_norm: 5.3200 2020-07-25 10:41:56,762 - mmaction - INFO - Epoch [12][640/3757] lr: 1.000e-02, eta: 1 day, 1:40:31, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5391, top5_acc: 0.7805, loss_cls: 1.9221, loss: 1.9221, grad_norm: 5.4157 2020-07-25 10:42:09,062 - mmaction - INFO - Epoch [12][660/3757] lr: 1.000e-02, eta: 1 day, 1:40:16, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8574, loss: 1.8574, grad_norm: 5.1867 2020-07-25 10:42:21,253 - mmaction - INFO - Epoch [12][680/3757] lr: 1.000e-02, eta: 1 day, 1:40:02, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8047, loss_cls: 1.8497, loss: 1.8497, grad_norm: 5.1357 2020-07-25 10:42:33,504 - mmaction - INFO - Epoch [12][700/3757] lr: 1.000e-02, eta: 1 day, 1:39:48, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8125, loss_cls: 1.7319, loss: 1.7319, grad_norm: 5.1379 2020-07-25 10:42:45,726 - mmaction - INFO - Epoch [12][720/3757] lr: 1.000e-02, eta: 1 day, 1:39:34, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7953, loss_cls: 1.7882, loss: 1.7882, grad_norm: 5.2590 2020-07-25 10:42:58,020 - mmaction - INFO - Epoch [12][740/3757] lr: 1.000e-02, eta: 1 day, 1:39:20, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7789, loss_cls: 1.8649, loss: 1.8649, grad_norm: 5.3459 2020-07-25 10:43:10,296 - mmaction - INFO - Epoch [12][760/3757] lr: 1.000e-02, eta: 1 day, 1:39:06, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7891, loss_cls: 1.8748, loss: 1.8748, grad_norm: 5.4618 2020-07-25 10:43:22,534 - mmaction - INFO - Epoch [12][780/3757] lr: 1.000e-02, eta: 1 day, 1:38:52, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7977, loss_cls: 1.8603, loss: 1.8603, grad_norm: 5.4407 2020-07-25 10:43:34,545 - mmaction - INFO - Epoch [12][800/3757] lr: 1.000e-02, eta: 1 day, 1:38:37, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.5570, top5_acc: 0.7891, loss_cls: 1.8609, loss: 1.8609, grad_norm: 5.4541 2020-07-25 10:43:46,753 - mmaction - INFO - Epoch [12][820/3757] lr: 1.000e-02, eta: 1 day, 1:38:22, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7914, loss_cls: 1.9726, loss: 1.9726, grad_norm: 5.6287 2020-07-25 10:43:58,838 - mmaction - INFO - Epoch [12][840/3757] lr: 1.000e-02, eta: 1 day, 1:38:08, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8070, loss_cls: 1.7765, loss: 1.7765, grad_norm: 5.0689 2020-07-25 10:44:11,102 - mmaction - INFO - Epoch [12][860/3757] lr: 1.000e-02, eta: 1 day, 1:37:54, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8125, loss_cls: 1.7363, loss: 1.7363, grad_norm: 5.2022 2020-07-25 10:44:23,243 - mmaction - INFO - Epoch [12][880/3757] lr: 1.000e-02, eta: 1 day, 1:37:39, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5711, top5_acc: 0.7953, loss_cls: 1.7711, loss: 1.7711, grad_norm: 5.2680 2020-07-25 10:44:35,524 - mmaction - INFO - Epoch [12][900/3757] lr: 1.000e-02, eta: 1 day, 1:37:25, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7859, loss_cls: 1.8973, loss: 1.8973, grad_norm: 5.3081 2020-07-25 10:44:47,589 - mmaction - INFO - Epoch [12][920/3757] lr: 1.000e-02, eta: 1 day, 1:37:11, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6765, loss: 1.6765, grad_norm: 5.0252 2020-07-25 10:44:59,831 - mmaction - INFO - Epoch [12][940/3757] lr: 1.000e-02, eta: 1 day, 1:36:56, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5547, top5_acc: 0.7906, loss_cls: 1.8935, loss: 1.8935, grad_norm: 5.2497 2020-07-25 10:45:12,150 - mmaction - INFO - Epoch [12][960/3757] lr: 1.000e-02, eta: 1 day, 1:36:43, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8203, loss_cls: 1.7715, loss: 1.7715, grad_norm: 5.2264 2020-07-25 10:45:24,377 - mmaction - INFO - Epoch [12][980/3757] lr: 1.000e-02, eta: 1 day, 1:36:28, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.7945, loss_cls: 1.7910, loss: 1.7910, grad_norm: 5.3078 2020-07-25 10:45:36,542 - mmaction - INFO - Epoch [12][1000/3757] lr: 1.000e-02, eta: 1 day, 1:36:14, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5672, top5_acc: 0.7883, loss_cls: 1.8596, loss: 1.8596, grad_norm: 5.3559 2020-07-25 10:45:48,719 - mmaction - INFO - Epoch [12][1020/3757] lr: 1.000e-02, eta: 1 day, 1:35:59, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8148, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.2527 2020-07-25 10:46:00,814 - mmaction - INFO - Epoch [12][1040/3757] lr: 1.000e-02, eta: 1 day, 1:35:45, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5570, top5_acc: 0.8125, loss_cls: 1.7578, loss: 1.7578, grad_norm: 5.4762 2020-07-25 10:46:13,189 - mmaction - INFO - Epoch [12][1060/3757] lr: 1.000e-02, eta: 1 day, 1:35:31, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7836, loss_cls: 1.9172, loss: 1.9172, grad_norm: 5.4034 2020-07-25 10:46:25,233 - mmaction - INFO - Epoch [12][1080/3757] lr: 1.000e-02, eta: 1 day, 1:35:16, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7789, loss_cls: 1.9423, loss: 1.9423, grad_norm: 5.3565 2020-07-25 10:46:37,493 - mmaction - INFO - Epoch [12][1100/3757] lr: 1.000e-02, eta: 1 day, 1:35:02, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8094, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.1056 2020-07-25 10:46:49,554 - mmaction - INFO - Epoch [12][1120/3757] lr: 1.000e-02, eta: 1 day, 1:34:48, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8023, loss_cls: 1.8009, loss: 1.8009, grad_norm: 5.3497 2020-07-25 10:47:01,797 - mmaction - INFO - Epoch [12][1140/3757] lr: 1.000e-02, eta: 1 day, 1:34:33, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7930, loss_cls: 1.8480, loss: 1.8480, grad_norm: 5.4405 2020-07-25 10:47:13,951 - mmaction - INFO - Epoch [12][1160/3757] lr: 1.000e-02, eta: 1 day, 1:34:19, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7992, loss_cls: 1.8402, loss: 1.8402, grad_norm: 5.3318 2020-07-25 10:47:26,320 - mmaction - INFO - Epoch [12][1180/3757] lr: 1.000e-02, eta: 1 day, 1:34:05, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8148, loss_cls: 1.7840, loss: 1.7840, grad_norm: 5.1767 2020-07-25 10:47:38,481 - mmaction - INFO - Epoch [12][1200/3757] lr: 1.000e-02, eta: 1 day, 1:33:51, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5539, top5_acc: 0.8133, loss_cls: 1.7632, loss: 1.7632, grad_norm: 5.1201 2020-07-25 10:47:50,758 - mmaction - INFO - Epoch [12][1220/3757] lr: 1.000e-02, eta: 1 day, 1:33:37, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8086, loss_cls: 1.8175, loss: 1.8175, grad_norm: 5.3683 2020-07-25 10:48:02,960 - mmaction - INFO - Epoch [12][1240/3757] lr: 1.000e-02, eta: 1 day, 1:33:23, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.7815, loss: 1.7815, grad_norm: 5.2562 2020-07-25 10:48:15,304 - mmaction - INFO - Epoch [12][1260/3757] lr: 1.000e-02, eta: 1 day, 1:33:09, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8109, loss_cls: 1.7834, loss: 1.7834, grad_norm: 5.3717 2020-07-25 10:48:27,443 - mmaction - INFO - Epoch [12][1280/3757] lr: 1.000e-02, eta: 1 day, 1:32:54, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8078, loss_cls: 1.7915, loss: 1.7915, grad_norm: 5.2860 2020-07-25 10:48:39,590 - mmaction - INFO - Epoch [12][1300/3757] lr: 1.000e-02, eta: 1 day, 1:32:40, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5500, top5_acc: 0.7836, loss_cls: 1.9119, loss: 1.9119, grad_norm: 5.3790 2020-07-25 10:48:51,961 - mmaction - INFO - Epoch [12][1320/3757] lr: 1.000e-02, eta: 1 day, 1:32:26, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5742, top5_acc: 0.7891, loss_cls: 1.8448, loss: 1.8448, grad_norm: 5.2962 2020-07-25 10:49:04,184 - mmaction - INFO - Epoch [12][1340/3757] lr: 1.000e-02, eta: 1 day, 1:32:12, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8047, loss_cls: 1.8264, loss: 1.8264, grad_norm: 5.3716 2020-07-25 10:49:16,492 - mmaction - INFO - Epoch [12][1360/3757] lr: 1.000e-02, eta: 1 day, 1:31:58, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.7420, loss: 1.7420, grad_norm: 5.3177 2020-07-25 10:49:28,658 - mmaction - INFO - Epoch [12][1380/3757] lr: 1.000e-02, eta: 1 day, 1:31:44, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8102, loss_cls: 1.7746, loss: 1.7746, grad_norm: 5.2376 2020-07-25 10:49:40,921 - mmaction - INFO - Epoch [12][1400/3757] lr: 1.000e-02, eta: 1 day, 1:31:30, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5648, top5_acc: 0.7984, loss_cls: 1.7958, loss: 1.7958, grad_norm: 5.4079 2020-07-25 10:49:53,058 - mmaction - INFO - Epoch [12][1420/3757] lr: 1.000e-02, eta: 1 day, 1:31:16, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8117, loss_cls: 1.7670, loss: 1.7670, grad_norm: 5.2005 2020-07-25 10:50:05,329 - mmaction - INFO - Epoch [12][1440/3757] lr: 1.000e-02, eta: 1 day, 1:31:01, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.8003, loss: 1.8003, grad_norm: 5.1477 2020-07-25 10:50:17,439 - mmaction - INFO - Epoch [12][1460/3757] lr: 1.000e-02, eta: 1 day, 1:30:47, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7758, loss_cls: 1.9280, loss: 1.9280, grad_norm: 5.4402 2020-07-25 10:50:29,602 - mmaction - INFO - Epoch [12][1480/3757] lr: 1.000e-02, eta: 1 day, 1:30:33, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.2110 2020-07-25 10:50:41,759 - mmaction - INFO - Epoch [12][1500/3757] lr: 1.000e-02, eta: 1 day, 1:30:18, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7906, loss_cls: 1.8968, loss: 1.8968, grad_norm: 5.4123 2020-07-25 10:50:53,979 - mmaction - INFO - Epoch [12][1520/3757] lr: 1.000e-02, eta: 1 day, 1:30:04, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8063, loss_cls: 1.8599, loss: 1.8599, grad_norm: 5.2693 2020-07-25 10:51:06,270 - mmaction - INFO - Epoch [12][1540/3757] lr: 1.000e-02, eta: 1 day, 1:29:50, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7930, loss_cls: 1.8540, loss: 1.8540, grad_norm: 5.2114 2020-07-25 10:51:18,402 - mmaction - INFO - Epoch [12][1560/3757] lr: 1.000e-02, eta: 1 day, 1:29:36, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5742, top5_acc: 0.7930, loss_cls: 1.8240, loss: 1.8240, grad_norm: 5.3185 2020-07-25 10:51:30,739 - mmaction - INFO - Epoch [12][1580/3757] lr: 1.000e-02, eta: 1 day, 1:29:22, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7922, loss_cls: 1.8966, loss: 1.8966, grad_norm: 5.4020 2020-07-25 10:51:42,853 - mmaction - INFO - Epoch [12][1600/3757] lr: 1.000e-02, eta: 1 day, 1:29:08, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7945, loss_cls: 1.7939, loss: 1.7939, grad_norm: 5.2302 2020-07-25 10:51:55,156 - mmaction - INFO - Epoch [12][1620/3757] lr: 1.000e-02, eta: 1 day, 1:28:54, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.5578, top5_acc: 0.8031, loss_cls: 1.8074, loss: 1.8074, grad_norm: 5.2775 2020-07-25 10:52:07,289 - mmaction - INFO - Epoch [12][1640/3757] lr: 1.000e-02, eta: 1 day, 1:28:39, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7820, loss_cls: 1.8865, loss: 1.8865, grad_norm: 5.3756 2020-07-25 10:52:19,662 - mmaction - INFO - Epoch [12][1660/3757] lr: 1.000e-02, eta: 1 day, 1:28:25, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7875, loss_cls: 1.8744, loss: 1.8744, grad_norm: 5.3586 2020-07-25 10:52:31,806 - mmaction - INFO - Epoch [12][1680/3757] lr: 1.000e-02, eta: 1 day, 1:28:11, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8133, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.2402 2020-07-25 10:52:44,235 - mmaction - INFO - Epoch [12][1700/3757] lr: 1.000e-02, eta: 1 day, 1:27:58, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7922, loss_cls: 1.8600, loss: 1.8600, grad_norm: 5.3050 2020-07-25 10:52:56,434 - mmaction - INFO - Epoch [12][1720/3757] lr: 1.000e-02, eta: 1 day, 1:27:44, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8305, loss_cls: 1.7277, loss: 1.7277, grad_norm: 5.2959 2020-07-25 10:53:08,720 - mmaction - INFO - Epoch [12][1740/3757] lr: 1.000e-02, eta: 1 day, 1:27:29, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5516, top5_acc: 0.8000, loss_cls: 1.8333, loss: 1.8333, grad_norm: 5.5284 2020-07-25 10:53:20,943 - mmaction - INFO - Epoch [12][1760/3757] lr: 1.000e-02, eta: 1 day, 1:27:15, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5500, top5_acc: 0.7797, loss_cls: 1.8753, loss: 1.8753, grad_norm: 5.3586 2020-07-25 10:53:33,332 - mmaction - INFO - Epoch [12][1780/3757] lr: 1.000e-02, eta: 1 day, 1:27:02, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5477, top5_acc: 0.7852, loss_cls: 1.9099, loss: 1.9099, grad_norm: 5.3216 2020-07-25 10:53:45,510 - mmaction - INFO - Epoch [12][1800/3757] lr: 1.000e-02, eta: 1 day, 1:26:48, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7898, loss_cls: 1.8737, loss: 1.8737, grad_norm: 5.3834 2020-07-25 10:53:57,982 - mmaction - INFO - Epoch [12][1820/3757] lr: 1.000e-02, eta: 1 day, 1:26:34, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7969, loss_cls: 1.8039, loss: 1.8039, grad_norm: 5.3064 2020-07-25 10:54:10,025 - mmaction - INFO - Epoch [12][1840/3757] lr: 1.000e-02, eta: 1 day, 1:26:20, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8195, loss_cls: 1.7450, loss: 1.7450, grad_norm: 5.1516 2020-07-25 10:54:22,326 - mmaction - INFO - Epoch [12][1860/3757] lr: 1.000e-02, eta: 1 day, 1:26:06, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7883, loss_cls: 1.8743, loss: 1.8743, grad_norm: 5.4169 2020-07-25 10:54:34,451 - mmaction - INFO - Epoch [12][1880/3757] lr: 1.000e-02, eta: 1 day, 1:25:51, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7867, loss_cls: 1.8965, loss: 1.8965, grad_norm: 5.2514 2020-07-25 10:54:46,721 - mmaction - INFO - Epoch [12][1900/3757] lr: 1.000e-02, eta: 1 day, 1:25:37, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7930, loss_cls: 1.8199, loss: 1.8199, grad_norm: 5.2480 2020-07-25 10:54:58,814 - mmaction - INFO - Epoch [12][1920/3757] lr: 1.000e-02, eta: 1 day, 1:25:23, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8070, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.2365 2020-07-25 10:55:11,078 - mmaction - INFO - Epoch [12][1940/3757] lr: 1.000e-02, eta: 1 day, 1:25:09, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5570, top5_acc: 0.8180, loss_cls: 1.8129, loss: 1.8129, grad_norm: 5.4149 2020-07-25 10:55:23,284 - mmaction - INFO - Epoch [12][1960/3757] lr: 1.000e-02, eta: 1 day, 1:24:55, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5563, top5_acc: 0.8078, loss_cls: 1.8008, loss: 1.8008, grad_norm: 5.2243 2020-07-25 10:55:35,673 - mmaction - INFO - Epoch [12][1980/3757] lr: 1.000e-02, eta: 1 day, 1:24:41, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7732, loss: 1.7732, grad_norm: 5.2651 2020-07-25 10:55:47,785 - mmaction - INFO - Epoch [12][2000/3757] lr: 1.000e-02, eta: 1 day, 1:24:27, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.7511, loss: 1.7511, grad_norm: 5.0756 2020-07-25 10:56:00,080 - mmaction - INFO - Epoch [12][2020/3757] lr: 1.000e-02, eta: 1 day, 1:24:13, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8094, loss_cls: 1.7823, loss: 1.7823, grad_norm: 5.2204 2020-07-25 10:56:12,131 - mmaction - INFO - Epoch [12][2040/3757] lr: 1.000e-02, eta: 1 day, 1:23:58, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8008, loss_cls: 1.7969, loss: 1.7969, grad_norm: 5.2599 2020-07-25 10:56:24,376 - mmaction - INFO - Epoch [12][2060/3757] lr: 1.000e-02, eta: 1 day, 1:23:44, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8016, loss_cls: 1.7851, loss: 1.7851, grad_norm: 5.0983 2020-07-25 10:56:36,570 - mmaction - INFO - Epoch [12][2080/3757] lr: 1.000e-02, eta: 1 day, 1:23:30, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.7887, loss: 1.7887, grad_norm: 5.1704 2020-07-25 10:56:48,839 - mmaction - INFO - Epoch [12][2100/3757] lr: 1.000e-02, eta: 1 day, 1:23:16, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8125, loss_cls: 1.7065, loss: 1.7065, grad_norm: 5.0977 2020-07-25 10:57:01,165 - mmaction - INFO - Epoch [12][2120/3757] lr: 1.000e-02, eta: 1 day, 1:23:02, time: 0.616, data_time: 0.003, memory: 7079, top1_acc: 0.5539, top5_acc: 0.7953, loss_cls: 1.8259, loss: 1.8259, grad_norm: 5.2077 2020-07-25 10:57:13,583 - mmaction - INFO - Epoch [12][2140/3757] lr: 1.000e-02, eta: 1 day, 1:22:48, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5516, top5_acc: 0.8070, loss_cls: 1.8181, loss: 1.8181, grad_norm: 5.4321 2020-07-25 10:57:25,770 - mmaction - INFO - Epoch [12][2160/3757] lr: 1.000e-02, eta: 1 day, 1:22:34, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.5641, top5_acc: 0.8094, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.4316 2020-07-25 10:57:38,147 - mmaction - INFO - Epoch [12][2180/3757] lr: 1.000e-02, eta: 1 day, 1:22:21, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5539, top5_acc: 0.8016, loss_cls: 1.8131, loss: 1.8131, grad_norm: 5.2984 2020-07-25 10:57:50,226 - mmaction - INFO - Epoch [12][2200/3757] lr: 1.000e-02, eta: 1 day, 1:22:06, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5633, top5_acc: 0.8039, loss_cls: 1.7982, loss: 1.7982, grad_norm: 5.3727 2020-07-25 10:58:02,485 - mmaction - INFO - Epoch [12][2220/3757] lr: 1.000e-02, eta: 1 day, 1:21:52, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.1464 2020-07-25 10:58:14,672 - mmaction - INFO - Epoch [12][2240/3757] lr: 1.000e-02, eta: 1 day, 1:21:38, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7906, loss_cls: 1.8518, loss: 1.8518, grad_norm: 5.3141 2020-07-25 10:58:26,848 - mmaction - INFO - Epoch [12][2260/3757] lr: 1.000e-02, eta: 1 day, 1:21:24, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5617, top5_acc: 0.8094, loss_cls: 1.7863, loss: 1.7863, grad_norm: 5.3293 2020-07-25 10:58:39,141 - mmaction - INFO - Epoch [12][2280/3757] lr: 1.000e-02, eta: 1 day, 1:21:10, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7930, loss_cls: 1.8928, loss: 1.8928, grad_norm: 5.3645 2020-07-25 10:58:51,477 - mmaction - INFO - Epoch [12][2300/3757] lr: 1.000e-02, eta: 1 day, 1:20:56, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8187, loss_cls: 1.7346, loss: 1.7346, grad_norm: 5.1594 2020-07-25 10:59:03,655 - mmaction - INFO - Epoch [12][2320/3757] lr: 1.000e-02, eta: 1 day, 1:20:42, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8047, loss_cls: 1.7581, loss: 1.7581, grad_norm: 5.1178 2020-07-25 10:59:15,890 - mmaction - INFO - Epoch [12][2340/3757] lr: 1.000e-02, eta: 1 day, 1:20:28, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5648, top5_acc: 0.8102, loss_cls: 1.7794, loss: 1.7794, grad_norm: 5.2935 2020-07-25 10:59:28,148 - mmaction - INFO - Epoch [12][2360/3757] lr: 1.000e-02, eta: 1 day, 1:20:14, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8172, loss_cls: 1.7477, loss: 1.7477, grad_norm: 5.3149 2020-07-25 10:59:40,423 - mmaction - INFO - Epoch [12][2380/3757] lr: 1.000e-02, eta: 1 day, 1:20:00, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5406, top5_acc: 0.8031, loss_cls: 1.8585, loss: 1.8585, grad_norm: 5.5213 2020-07-25 10:59:52,513 - mmaction - INFO - Epoch [12][2400/3757] lr: 1.000e-02, eta: 1 day, 1:19:46, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9456, loss: 1.9456, grad_norm: 5.4495 2020-07-25 11:00:07,768 - mmaction - INFO - Epoch [12][2420/3757] lr: 1.000e-02, eta: 1 day, 1:19:41, time: 0.757, data_time: 0.009, memory: 7079, top1_acc: 0.5633, top5_acc: 0.8063, loss_cls: 1.7911, loss: 1.7911, grad_norm: 5.1328 2020-07-25 11:00:19,993 - mmaction - INFO - Epoch [12][2440/3757] lr: 1.000e-02, eta: 1 day, 1:19:28, time: 0.618, data_time: 0.011, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7875, loss_cls: 1.8887, loss: 1.8887, grad_norm: 5.2877 2020-07-25 11:00:32,275 - mmaction - INFO - Epoch [12][2460/3757] lr: 1.000e-02, eta: 1 day, 1:19:13, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8534, loss: 1.8534, grad_norm: 5.2990 2020-07-25 11:00:44,492 - mmaction - INFO - Epoch [12][2480/3757] lr: 1.000e-02, eta: 1 day, 1:18:59, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7922, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.4696 2020-07-25 11:00:56,804 - mmaction - INFO - Epoch [12][2500/3757] lr: 1.000e-02, eta: 1 day, 1:18:46, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8133, loss_cls: 1.7412, loss: 1.7412, grad_norm: 5.0554 2020-07-25 11:01:09,038 - mmaction - INFO - Epoch [12][2520/3757] lr: 1.000e-02, eta: 1 day, 1:18:32, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7953, loss_cls: 1.8625, loss: 1.8625, grad_norm: 5.3084 2020-07-25 11:01:21,416 - mmaction - INFO - Epoch [12][2540/3757] lr: 1.000e-02, eta: 1 day, 1:18:18, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7937, loss_cls: 1.8296, loss: 1.8296, grad_norm: 5.1328 2020-07-25 11:01:33,614 - mmaction - INFO - Epoch [12][2560/3757] lr: 1.000e-02, eta: 1 day, 1:18:04, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8617, loss: 1.8617, grad_norm: 5.3138 2020-07-25 11:01:45,842 - mmaction - INFO - Epoch [12][2580/3757] lr: 1.000e-02, eta: 1 day, 1:17:50, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7969, loss_cls: 1.8157, loss: 1.8157, grad_norm: 5.1063 2020-07-25 11:01:58,135 - mmaction - INFO - Epoch [12][2600/3757] lr: 1.000e-02, eta: 1 day, 1:17:36, time: 0.615, data_time: 0.003, memory: 7079, top1_acc: 0.5437, top5_acc: 0.7945, loss_cls: 1.8915, loss: 1.8915, grad_norm: 5.2303 2020-07-25 11:02:10,332 - mmaction - INFO - Epoch [12][2620/3757] lr: 1.000e-02, eta: 1 day, 1:17:22, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7820, loss_cls: 1.8499, loss: 1.8499, grad_norm: 5.2323 2020-07-25 11:02:22,581 - mmaction - INFO - Epoch [12][2640/3757] lr: 1.000e-02, eta: 1 day, 1:17:08, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8109, loss_cls: 1.7450, loss: 1.7450, grad_norm: 5.1842 2020-07-25 11:02:34,730 - mmaction - INFO - Epoch [12][2660/3757] lr: 1.000e-02, eta: 1 day, 1:16:54, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5437, top5_acc: 0.8008, loss_cls: 1.8322, loss: 1.8322, grad_norm: 5.4360 2020-07-25 11:02:47,014 - mmaction - INFO - Epoch [12][2680/3757] lr: 1.000e-02, eta: 1 day, 1:16:40, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7945, loss_cls: 1.8875, loss: 1.8875, grad_norm: 5.4873 2020-07-25 11:02:58,945 - mmaction - INFO - Epoch [12][2700/3757] lr: 1.000e-02, eta: 1 day, 1:16:25, time: 0.596, data_time: 0.002, memory: 7079, top1_acc: 0.5523, top5_acc: 0.8047, loss_cls: 1.7981, loss: 1.7981, grad_norm: 5.3400 2020-07-25 11:03:11,213 - mmaction - INFO - Epoch [12][2720/3757] lr: 1.000e-02, eta: 1 day, 1:16:11, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 1.8169, loss: 1.8169, grad_norm: 5.2575 2020-07-25 11:03:23,304 - mmaction - INFO - Epoch [12][2740/3757] lr: 1.000e-02, eta: 1 day, 1:15:56, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7828, loss_cls: 1.8163, loss: 1.8163, grad_norm: 5.2729 2020-07-25 11:03:35,558 - mmaction - INFO - Epoch [12][2760/3757] lr: 1.000e-02, eta: 1 day, 1:15:42, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5766, top5_acc: 0.7852, loss_cls: 1.8453, loss: 1.8453, grad_norm: 5.2486 2020-07-25 11:03:47,755 - mmaction - INFO - Epoch [12][2780/3757] lr: 1.000e-02, eta: 1 day, 1:15:28, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7984, loss_cls: 1.8813, loss: 1.8813, grad_norm: 5.3943 2020-07-25 11:04:00,103 - mmaction - INFO - Epoch [12][2800/3757] lr: 1.000e-02, eta: 1 day, 1:15:14, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5727, top5_acc: 0.7945, loss_cls: 1.8257, loss: 1.8257, grad_norm: 5.3062 2020-07-25 11:04:12,102 - mmaction - INFO - Epoch [12][2820/3757] lr: 1.000e-02, eta: 1 day, 1:15:00, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7859, loss_cls: 1.9299, loss: 1.9299, grad_norm: 5.4767 2020-07-25 11:04:24,286 - mmaction - INFO - Epoch [12][2840/3757] lr: 1.000e-02, eta: 1 day, 1:14:46, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7836, loss_cls: 1.9496, loss: 1.9496, grad_norm: 5.4326 2020-07-25 11:04:36,454 - mmaction - INFO - Epoch [12][2860/3757] lr: 1.000e-02, eta: 1 day, 1:14:32, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.8542, loss: 1.8542, grad_norm: 5.4066 2020-07-25 11:04:48,824 - mmaction - INFO - Epoch [12][2880/3757] lr: 1.000e-02, eta: 1 day, 1:14:18, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7961, loss_cls: 1.8679, loss: 1.8679, grad_norm: 5.2632 2020-07-25 11:05:00,893 - mmaction - INFO - Epoch [12][2900/3757] lr: 1.000e-02, eta: 1 day, 1:14:03, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7984, loss_cls: 1.8674, loss: 1.8674, grad_norm: 5.1401 2020-07-25 11:05:13,032 - mmaction - INFO - Epoch [12][2920/3757] lr: 1.000e-02, eta: 1 day, 1:13:49, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7977, loss_cls: 1.8422, loss: 1.8422, grad_norm: 5.1113 2020-07-25 11:05:25,211 - mmaction - INFO - Epoch [12][2940/3757] lr: 1.000e-02, eta: 1 day, 1:13:35, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.7859, loss_cls: 1.7993, loss: 1.7993, grad_norm: 5.0648 2020-07-25 11:05:37,663 - mmaction - INFO - Epoch [12][2960/3757] lr: 1.000e-02, eta: 1 day, 1:13:21, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7977, loss_cls: 1.8150, loss: 1.8150, grad_norm: 5.2498 2020-07-25 11:05:49,712 - mmaction - INFO - Epoch [12][2980/3757] lr: 1.000e-02, eta: 1 day, 1:13:07, time: 0.608, data_time: 0.009, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7898, loss_cls: 1.8824, loss: 1.8824, grad_norm: 5.3702 2020-07-25 11:06:01,912 - mmaction - INFO - Epoch [12][3000/3757] lr: 1.000e-02, eta: 1 day, 1:12:53, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5563, top5_acc: 0.8078, loss_cls: 1.8281, loss: 1.8281, grad_norm: 5.3327 2020-07-25 11:06:13,982 - mmaction - INFO - Epoch [12][3020/3757] lr: 1.000e-02, eta: 1 day, 1:12:38, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.5617, top5_acc: 0.8156, loss_cls: 1.7921, loss: 1.7921, grad_norm: 5.2663 2020-07-25 11:06:26,129 - mmaction - INFO - Epoch [12][3040/3757] lr: 1.000e-02, eta: 1 day, 1:12:24, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5633, top5_acc: 0.7805, loss_cls: 1.8760, loss: 1.8760, grad_norm: 5.2925 2020-07-25 11:06:38,249 - mmaction - INFO - Epoch [12][3060/3757] lr: 1.000e-02, eta: 1 day, 1:12:10, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8008, loss_cls: 1.8574, loss: 1.8574, grad_norm: 5.2315 2020-07-25 11:06:50,524 - mmaction - INFO - Epoch [12][3080/3757] lr: 1.000e-02, eta: 1 day, 1:11:56, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7836, loss_cls: 1.9472, loss: 1.9472, grad_norm: 5.4289 2020-07-25 11:07:02,731 - mmaction - INFO - Epoch [12][3100/3757] lr: 1.000e-02, eta: 1 day, 1:11:42, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7852, loss_cls: 1.8637, loss: 1.8637, grad_norm: 5.1758 2020-07-25 11:07:15,127 - mmaction - INFO - Epoch [12][3120/3757] lr: 1.000e-02, eta: 1 day, 1:11:28, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8070, loss_cls: 1.8154, loss: 1.8154, grad_norm: 5.0971 2020-07-25 11:07:27,221 - mmaction - INFO - Epoch [12][3140/3757] lr: 1.000e-02, eta: 1 day, 1:11:14, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7914, loss_cls: 1.8959, loss: 1.8959, grad_norm: 5.2654 2020-07-25 11:07:39,425 - mmaction - INFO - Epoch [12][3160/3757] lr: 1.000e-02, eta: 1 day, 1:11:00, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8156, loss_cls: 1.7626, loss: 1.7626, grad_norm: 5.0404 2020-07-25 11:07:51,701 - mmaction - INFO - Epoch [12][3180/3757] lr: 1.000e-02, eta: 1 day, 1:10:46, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7820, loss_cls: 1.8718, loss: 1.8718, grad_norm: 5.2626 2020-07-25 11:08:03,959 - mmaction - INFO - Epoch [12][3200/3757] lr: 1.000e-02, eta: 1 day, 1:10:32, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8016, loss_cls: 1.8220, loss: 1.8220, grad_norm: 5.1271 2020-07-25 11:08:16,043 - mmaction - INFO - Epoch [12][3220/3757] lr: 1.000e-02, eta: 1 day, 1:10:18, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8023, loss_cls: 1.8417, loss: 1.8417, grad_norm: 5.3788 2020-07-25 11:08:28,289 - mmaction - INFO - Epoch [12][3240/3757] lr: 1.000e-02, eta: 1 day, 1:10:03, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8172, loss_cls: 1.7504, loss: 1.7504, grad_norm: 5.0708 2020-07-25 11:08:40,622 - mmaction - INFO - Epoch [12][3260/3757] lr: 1.000e-02, eta: 1 day, 1:09:50, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.5484, top5_acc: 0.8000, loss_cls: 1.8490, loss: 1.8490, grad_norm: 5.3286 2020-07-25 11:08:52,962 - mmaction - INFO - Epoch [12][3280/3757] lr: 1.000e-02, eta: 1 day, 1:09:36, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5633, top5_acc: 0.7859, loss_cls: 1.8637, loss: 1.8637, grad_norm: 5.2361 2020-07-25 11:09:05,209 - mmaction - INFO - Epoch [12][3300/3757] lr: 1.000e-02, eta: 1 day, 1:09:22, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.2996 2020-07-25 11:09:17,331 - mmaction - INFO - Epoch [12][3320/3757] lr: 1.000e-02, eta: 1 day, 1:09:08, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7937, loss_cls: 1.8743, loss: 1.8743, grad_norm: 5.2876 2020-07-25 11:09:29,566 - mmaction - INFO - Epoch [12][3340/3757] lr: 1.000e-02, eta: 1 day, 1:08:54, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5437, top5_acc: 0.8016, loss_cls: 1.8511, loss: 1.8511, grad_norm: 5.3542 2020-07-25 11:09:41,864 - mmaction - INFO - Epoch [12][3360/3757] lr: 1.000e-02, eta: 1 day, 1:08:40, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7984, loss_cls: 1.8262, loss: 1.8262, grad_norm: 5.3298 2020-07-25 11:09:54,001 - mmaction - INFO - Epoch [12][3380/3757] lr: 1.000e-02, eta: 1 day, 1:08:26, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8148, loss_cls: 1.7502, loss: 1.7502, grad_norm: 5.0284 2020-07-25 11:10:06,317 - mmaction - INFO - Epoch [12][3400/3757] lr: 1.000e-02, eta: 1 day, 1:08:12, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8055, loss_cls: 1.7784, loss: 1.7784, grad_norm: 5.1799 2020-07-25 11:10:18,368 - mmaction - INFO - Epoch [12][3420/3757] lr: 1.000e-02, eta: 1 day, 1:07:58, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5359, top5_acc: 0.7922, loss_cls: 1.8923, loss: 1.8923, grad_norm: 5.4278 2020-07-25 11:10:30,674 - mmaction - INFO - Epoch [12][3440/3757] lr: 1.000e-02, eta: 1 day, 1:07:44, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5641, top5_acc: 0.8172, loss_cls: 1.7495, loss: 1.7495, grad_norm: 5.3243 2020-07-25 11:10:42,889 - mmaction - INFO - Epoch [12][3460/3757] lr: 1.000e-02, eta: 1 day, 1:07:30, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8412, loss: 1.8412, grad_norm: 5.3984 2020-07-25 11:10:55,075 - mmaction - INFO - Epoch [12][3480/3757] lr: 1.000e-02, eta: 1 day, 1:07:16, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7906, loss_cls: 1.8436, loss: 1.8436, grad_norm: 5.2876 2020-07-25 11:11:07,225 - mmaction - INFO - Epoch [12][3500/3757] lr: 1.000e-02, eta: 1 day, 1:07:02, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7906, loss_cls: 1.8710, loss: 1.8710, grad_norm: 5.4606 2020-07-25 11:11:19,653 - mmaction - INFO - Epoch [12][3520/3757] lr: 1.000e-02, eta: 1 day, 1:06:48, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.5633, top5_acc: 0.7875, loss_cls: 1.8575, loss: 1.8575, grad_norm: 5.4022 2020-07-25 11:11:31,880 - mmaction - INFO - Epoch [12][3540/3757] lr: 1.000e-02, eta: 1 day, 1:06:34, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7930, loss_cls: 1.8587, loss: 1.8587, grad_norm: 5.2423 2020-07-25 11:11:44,195 - mmaction - INFO - Epoch [12][3560/3757] lr: 1.000e-02, eta: 1 day, 1:06:21, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8180, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.1682 2020-07-25 11:11:56,333 - mmaction - INFO - Epoch [12][3580/3757] lr: 1.000e-02, eta: 1 day, 1:06:07, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7961, loss_cls: 1.8572, loss: 1.8572, grad_norm: 5.3346 2020-07-25 11:12:08,834 - mmaction - INFO - Epoch [12][3600/3757] lr: 1.000e-02, eta: 1 day, 1:05:53, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.5500, top5_acc: 0.7992, loss_cls: 1.8270, loss: 1.8270, grad_norm: 5.2348 2020-07-25 11:12:20,973 - mmaction - INFO - Epoch [12][3620/3757] lr: 1.000e-02, eta: 1 day, 1:05:39, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8070, loss_cls: 1.8082, loss: 1.8082, grad_norm: 5.1664 2020-07-25 11:12:33,274 - mmaction - INFO - Epoch [12][3640/3757] lr: 1.000e-02, eta: 1 day, 1:05:25, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7852, loss_cls: 1.9515, loss: 1.9515, grad_norm: 5.4689 2020-07-25 11:12:45,529 - mmaction - INFO - Epoch [12][3660/3757] lr: 1.000e-02, eta: 1 day, 1:05:12, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7937, loss_cls: 1.8735, loss: 1.8735, grad_norm: 5.4137 2020-07-25 11:12:57,804 - mmaction - INFO - Epoch [12][3680/3757] lr: 1.000e-02, eta: 1 day, 1:04:58, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7800, loss: 1.7800, grad_norm: 5.2819 2020-07-25 11:13:09,844 - mmaction - INFO - Epoch [12][3700/3757] lr: 1.000e-02, eta: 1 day, 1:04:43, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8055, loss_cls: 1.7582, loss: 1.7582, grad_norm: 5.1017 2020-07-25 11:13:22,016 - mmaction - INFO - Epoch [12][3720/3757] lr: 1.000e-02, eta: 1 day, 1:04:29, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8172, loss_cls: 1.7386, loss: 1.7386, grad_norm: 5.0692 2020-07-25 11:13:34,234 - mmaction - INFO - Epoch [12][3740/3757] lr: 1.000e-02, eta: 1 day, 1:04:15, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5445, top5_acc: 0.8016, loss_cls: 1.8795, loss: 1.8795, grad_norm: 5.4252 2020-07-25 11:13:44,523 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-07-25 11:14:10,470 - mmaction - INFO - Epoch [13][20/3757] lr: 1.000e-02, eta: 1 day, 1:03:58, time: 1.274, data_time: 0.645, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8102, loss_cls: 1.7115, loss: 1.7115, grad_norm: 5.1916 2020-07-25 11:14:22,768 - mmaction - INFO - Epoch [13][40/3757] lr: 1.000e-02, eta: 1 day, 1:03:44, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8102, loss_cls: 1.7867, loss: 1.7867, grad_norm: 5.2533 2020-07-25 11:14:34,775 - mmaction - INFO - Epoch [13][60/3757] lr: 1.000e-02, eta: 1 day, 1:03:30, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7227, loss: 1.7227, grad_norm: 5.1290 2020-07-25 11:14:46,925 - mmaction - INFO - Epoch [13][80/3757] lr: 1.000e-02, eta: 1 day, 1:03:15, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8219, loss_cls: 1.7314, loss: 1.7314, grad_norm: 5.0701 2020-07-25 11:14:59,225 - mmaction - INFO - Epoch [13][100/3757] lr: 1.000e-02, eta: 1 day, 1:03:02, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8203, loss_cls: 1.6646, loss: 1.6646, grad_norm: 5.1578 2020-07-25 11:15:11,558 - mmaction - INFO - Epoch [13][120/3757] lr: 1.000e-02, eta: 1 day, 1:02:48, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5578, top5_acc: 0.8063, loss_cls: 1.7753, loss: 1.7753, grad_norm: 5.3111 2020-07-25 11:15:23,728 - mmaction - INFO - Epoch [13][140/3757] lr: 1.000e-02, eta: 1 day, 1:02:34, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8039, loss_cls: 1.7584, loss: 1.7584, grad_norm: 5.2168 2020-07-25 11:15:36,054 - mmaction - INFO - Epoch [13][160/3757] lr: 1.000e-02, eta: 1 day, 1:02:21, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8102, loss_cls: 1.7853, loss: 1.7853, grad_norm: 5.2892 2020-07-25 11:15:48,021 - mmaction - INFO - Epoch [13][180/3757] lr: 1.000e-02, eta: 1 day, 1:02:06, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.5672, top5_acc: 0.7937, loss_cls: 1.8429, loss: 1.8429, grad_norm: 5.2935 2020-07-25 11:16:00,321 - mmaction - INFO - Epoch [13][200/3757] lr: 1.000e-02, eta: 1 day, 1:01:52, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8164, loss_cls: 1.7206, loss: 1.7206, grad_norm: 5.2408 2020-07-25 11:16:12,602 - mmaction - INFO - Epoch [13][220/3757] lr: 1.000e-02, eta: 1 day, 1:01:38, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8023, loss_cls: 1.7721, loss: 1.7721, grad_norm: 5.3570 2020-07-25 11:16:24,848 - mmaction - INFO - Epoch [13][240/3757] lr: 1.000e-02, eta: 1 day, 1:01:24, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8141, loss_cls: 1.7620, loss: 1.7620, grad_norm: 5.0911 2020-07-25 11:16:37,057 - mmaction - INFO - Epoch [13][260/3757] lr: 1.000e-02, eta: 1 day, 1:01:10, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8164, loss_cls: 1.6994, loss: 1.6994, grad_norm: 5.2894 2020-07-25 11:16:49,427 - mmaction - INFO - Epoch [13][280/3757] lr: 1.000e-02, eta: 1 day, 1:00:57, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7836, loss_cls: 1.8776, loss: 1.8776, grad_norm: 5.2941 2020-07-25 11:17:01,392 - mmaction - INFO - Epoch [13][300/3757] lr: 1.000e-02, eta: 1 day, 1:00:42, time: 0.604, data_time: 0.009, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7664, loss_cls: 1.9122, loss: 1.9122, grad_norm: 5.2946 2020-07-25 11:17:13,707 - mmaction - INFO - Epoch [13][320/3757] lr: 1.000e-02, eta: 1 day, 1:00:28, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8023, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.1544 2020-07-25 11:17:25,845 - mmaction - INFO - Epoch [13][340/3757] lr: 1.000e-02, eta: 1 day, 1:00:14, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7984, loss_cls: 1.7753, loss: 1.7753, grad_norm: 5.2539 2020-07-25 11:17:38,156 - mmaction - INFO - Epoch [13][360/3757] lr: 1.000e-02, eta: 1 day, 1:00:00, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8242, loss_cls: 1.7157, loss: 1.7157, grad_norm: 5.0979 2020-07-25 11:17:50,533 - mmaction - INFO - Epoch [13][380/3757] lr: 1.000e-02, eta: 1 day, 0:59:47, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8148, loss_cls: 1.6925, loss: 1.6925, grad_norm: 5.0929 2020-07-25 11:18:02,740 - mmaction - INFO - Epoch [13][400/3757] lr: 1.000e-02, eta: 1 day, 0:59:33, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8055, loss_cls: 1.8162, loss: 1.8162, grad_norm: 5.3996 2020-07-25 11:18:14,914 - mmaction - INFO - Epoch [13][420/3757] lr: 1.000e-02, eta: 1 day, 0:59:19, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8133, loss_cls: 1.7272, loss: 1.7272, grad_norm: 5.1653 2020-07-25 11:18:27,319 - mmaction - INFO - Epoch [13][440/3757] lr: 1.000e-02, eta: 1 day, 0:59:06, time: 0.621, data_time: 0.005, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8086, loss_cls: 1.7720, loss: 1.7720, grad_norm: 5.2629 2020-07-25 11:18:39,502 - mmaction - INFO - Epoch [13][460/3757] lr: 1.000e-02, eta: 1 day, 0:58:52, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8148, loss_cls: 1.7284, loss: 1.7284, grad_norm: 5.3144 2020-07-25 11:18:51,687 - mmaction - INFO - Epoch [13][480/3757] lr: 1.000e-02, eta: 1 day, 0:58:37, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8023, loss_cls: 1.7441, loss: 1.7441, grad_norm: 5.1030 2020-07-25 11:19:03,835 - mmaction - INFO - Epoch [13][500/3757] lr: 1.000e-02, eta: 1 day, 0:58:23, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8187, loss_cls: 1.7109, loss: 1.7109, grad_norm: 5.1675 2020-07-25 11:19:15,989 - mmaction - INFO - Epoch [13][520/3757] lr: 1.000e-02, eta: 1 day, 0:58:09, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8305, loss_cls: 1.6367, loss: 1.6367, grad_norm: 5.0183 2020-07-25 11:19:28,014 - mmaction - INFO - Epoch [13][540/3757] lr: 1.000e-02, eta: 1 day, 0:57:55, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8117, loss_cls: 1.7471, loss: 1.7471, grad_norm: 5.3311 2020-07-25 11:19:40,159 - mmaction - INFO - Epoch [13][560/3757] lr: 1.000e-02, eta: 1 day, 0:57:40, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8031, loss_cls: 1.8288, loss: 1.8288, grad_norm: 5.2345 2020-07-25 11:19:52,340 - mmaction - INFO - Epoch [13][580/3757] lr: 1.000e-02, eta: 1 day, 0:57:26, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7859, loss_cls: 1.8139, loss: 1.8139, grad_norm: 5.1455 2020-07-25 11:20:04,611 - mmaction - INFO - Epoch [13][600/3757] lr: 1.000e-02, eta: 1 day, 0:57:12, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8141, loss_cls: 1.7622, loss: 1.7622, grad_norm: 5.3325 2020-07-25 11:20:16,753 - mmaction - INFO - Epoch [13][620/3757] lr: 1.000e-02, eta: 1 day, 0:56:58, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.6818, loss: 1.6818, grad_norm: 5.2233 2020-07-25 11:20:28,903 - mmaction - INFO - Epoch [13][640/3757] lr: 1.000e-02, eta: 1 day, 0:56:44, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7930, loss_cls: 1.8503, loss: 1.8503, grad_norm: 5.5257 2020-07-25 11:20:41,033 - mmaction - INFO - Epoch [13][660/3757] lr: 1.000e-02, eta: 1 day, 0:56:30, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8109, loss_cls: 1.6650, loss: 1.6650, grad_norm: 5.1170 2020-07-25 11:20:53,406 - mmaction - INFO - Epoch [13][680/3757] lr: 1.000e-02, eta: 1 day, 0:56:17, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7984, loss_cls: 1.8016, loss: 1.8016, grad_norm: 5.2786 2020-07-25 11:21:05,677 - mmaction - INFO - Epoch [13][700/3757] lr: 1.000e-02, eta: 1 day, 0:56:03, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8180, loss_cls: 1.7543, loss: 1.7543, grad_norm: 5.3687 2020-07-25 11:21:17,727 - mmaction - INFO - Epoch [13][720/3757] lr: 1.000e-02, eta: 1 day, 0:55:48, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7875, loss_cls: 1.8909, loss: 1.8909, grad_norm: 5.4720 2020-07-25 11:21:30,163 - mmaction - INFO - Epoch [13][740/3757] lr: 1.000e-02, eta: 1 day, 0:55:35, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7922, loss_cls: 1.9070, loss: 1.9070, grad_norm: 5.4349 2020-07-25 11:21:42,305 - mmaction - INFO - Epoch [13][760/3757] lr: 1.000e-02, eta: 1 day, 0:55:21, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8055, loss_cls: 1.7831, loss: 1.7831, grad_norm: 5.3215 2020-07-25 11:21:54,473 - mmaction - INFO - Epoch [13][780/3757] lr: 1.000e-02, eta: 1 day, 0:55:07, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8180, loss_cls: 1.7439, loss: 1.7439, grad_norm: 5.1309 2020-07-25 11:22:06,690 - mmaction - INFO - Epoch [13][800/3757] lr: 1.000e-02, eta: 1 day, 0:54:53, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5727, top5_acc: 0.7906, loss_cls: 1.7843, loss: 1.7843, grad_norm: 5.0935 2020-07-25 11:22:18,976 - mmaction - INFO - Epoch [13][820/3757] lr: 1.000e-02, eta: 1 day, 0:54:39, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.7321, loss: 1.7321, grad_norm: 5.2052 2020-07-25 11:22:31,198 - mmaction - INFO - Epoch [13][840/3757] lr: 1.000e-02, eta: 1 day, 0:54:25, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7986, loss: 1.7986, grad_norm: 5.3471 2020-07-25 11:22:43,226 - mmaction - INFO - Epoch [13][860/3757] lr: 1.000e-02, eta: 1 day, 0:54:11, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.7337, loss: 1.7337, grad_norm: 5.2091 2020-07-25 11:22:55,511 - mmaction - INFO - Epoch [13][880/3757] lr: 1.000e-02, eta: 1 day, 0:53:57, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7977, loss_cls: 1.8145, loss: 1.8145, grad_norm: 5.3966 2020-07-25 11:23:07,727 - mmaction - INFO - Epoch [13][900/3757] lr: 1.000e-02, eta: 1 day, 0:53:43, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5539, top5_acc: 0.7836, loss_cls: 1.8753, loss: 1.8753, grad_norm: 5.3402 2020-07-25 11:23:20,038 - mmaction - INFO - Epoch [13][920/3757] lr: 1.000e-02, eta: 1 day, 0:53:29, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8078, loss_cls: 1.7944, loss: 1.7944, grad_norm: 5.4751 2020-07-25 11:23:32,129 - mmaction - INFO - Epoch [13][940/3757] lr: 1.000e-02, eta: 1 day, 0:53:15, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8219, loss_cls: 1.7509, loss: 1.7509, grad_norm: 5.3680 2020-07-25 11:23:44,481 - mmaction - INFO - Epoch [13][960/3757] lr: 1.000e-02, eta: 1 day, 0:53:01, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5523, top5_acc: 0.7984, loss_cls: 1.8339, loss: 1.8339, grad_norm: 5.3103 2020-07-25 11:23:56,535 - mmaction - INFO - Epoch [13][980/3757] lr: 1.000e-02, eta: 1 day, 0:52:47, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8078, loss_cls: 1.7641, loss: 1.7641, grad_norm: 5.1983 2020-07-25 11:24:08,898 - mmaction - INFO - Epoch [13][1000/3757] lr: 1.000e-02, eta: 1 day, 0:52:34, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7390, loss: 1.7390, grad_norm: 5.0405 2020-07-25 11:24:21,202 - mmaction - INFO - Epoch [13][1020/3757] lr: 1.000e-02, eta: 1 day, 0:52:20, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8008, loss_cls: 1.7944, loss: 1.7944, grad_norm: 5.2813 2020-07-25 11:24:33,448 - mmaction - INFO - Epoch [13][1040/3757] lr: 1.000e-02, eta: 1 day, 0:52:06, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8039, loss_cls: 1.8129, loss: 1.8129, grad_norm: 5.3050 2020-07-25 11:24:45,491 - mmaction - INFO - Epoch [13][1060/3757] lr: 1.000e-02, eta: 1 day, 0:51:52, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7914, loss_cls: 1.8392, loss: 1.8392, grad_norm: 5.3237 2020-07-25 11:24:57,825 - mmaction - INFO - Epoch [13][1080/3757] lr: 1.000e-02, eta: 1 day, 0:51:38, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5547, top5_acc: 0.8172, loss_cls: 1.7332, loss: 1.7332, grad_norm: 5.1157 2020-07-25 11:25:09,923 - mmaction - INFO - Epoch [13][1100/3757] lr: 1.000e-02, eta: 1 day, 0:51:24, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7969, loss_cls: 1.7979, loss: 1.7979, grad_norm: 5.3149 2020-07-25 11:25:22,257 - mmaction - INFO - Epoch [13][1120/3757] lr: 1.000e-02, eta: 1 day, 0:51:10, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8094, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.3061 2020-07-25 11:25:34,412 - mmaction - INFO - Epoch [13][1140/3757] lr: 1.000e-02, eta: 1 day, 0:50:56, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8086, loss_cls: 1.7507, loss: 1.7507, grad_norm: 5.2900 2020-07-25 11:25:46,711 - mmaction - INFO - Epoch [13][1160/3757] lr: 1.000e-02, eta: 1 day, 0:50:43, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5523, top5_acc: 0.7914, loss_cls: 1.8235, loss: 1.8235, grad_norm: 5.2782 2020-07-25 11:25:58,984 - mmaction - INFO - Epoch [13][1180/3757] lr: 1.000e-02, eta: 1 day, 0:50:29, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.7899, loss: 1.7899, grad_norm: 5.4393 2020-07-25 11:26:11,338 - mmaction - INFO - Epoch [13][1200/3757] lr: 1.000e-02, eta: 1 day, 0:50:15, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7930, loss_cls: 1.8408, loss: 1.8408, grad_norm: 5.2481 2020-07-25 11:26:23,549 - mmaction - INFO - Epoch [13][1220/3757] lr: 1.000e-02, eta: 1 day, 0:50:02, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8180, loss_cls: 1.7477, loss: 1.7477, grad_norm: 5.2409 2020-07-25 11:26:35,984 - mmaction - INFO - Epoch [13][1240/3757] lr: 1.000e-02, eta: 1 day, 0:49:48, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7977, loss_cls: 1.8270, loss: 1.8270, grad_norm: 5.3553 2020-07-25 11:26:47,977 - mmaction - INFO - Epoch [13][1260/3757] lr: 1.000e-02, eta: 1 day, 0:49:34, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7742, loss_cls: 1.9383, loss: 1.9383, grad_norm: 5.5234 2020-07-25 11:27:00,280 - mmaction - INFO - Epoch [13][1280/3757] lr: 1.000e-02, eta: 1 day, 0:49:20, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5570, top5_acc: 0.8070, loss_cls: 1.8065, loss: 1.8065, grad_norm: 5.3859 2020-07-25 11:27:12,574 - mmaction - INFO - Epoch [13][1300/3757] lr: 1.000e-02, eta: 1 day, 0:49:06, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7781, loss_cls: 1.8873, loss: 1.8873, grad_norm: 5.3856 2020-07-25 11:27:24,920 - mmaction - INFO - Epoch [13][1320/3757] lr: 1.000e-02, eta: 1 day, 0:48:53, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8164, loss_cls: 1.7319, loss: 1.7319, grad_norm: 5.2988 2020-07-25 11:27:36,953 - mmaction - INFO - Epoch [13][1340/3757] lr: 1.000e-02, eta: 1 day, 0:48:38, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7992, loss_cls: 1.8211, loss: 1.8211, grad_norm: 5.5169 2020-07-25 11:27:49,200 - mmaction - INFO - Epoch [13][1360/3757] lr: 1.000e-02, eta: 1 day, 0:48:25, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7554, loss: 1.7554, grad_norm: 5.3141 2020-07-25 11:28:01,354 - mmaction - INFO - Epoch [13][1380/3757] lr: 1.000e-02, eta: 1 day, 0:48:11, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5523, top5_acc: 0.7867, loss_cls: 1.8977, loss: 1.8977, grad_norm: 5.4078 2020-07-25 11:28:13,740 - mmaction - INFO - Epoch [13][1400/3757] lr: 1.000e-02, eta: 1 day, 0:47:57, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8008, loss_cls: 1.7093, loss: 1.7093, grad_norm: 5.0855 2020-07-25 11:28:25,936 - mmaction - INFO - Epoch [13][1420/3757] lr: 1.000e-02, eta: 1 day, 0:47:43, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5648, top5_acc: 0.8055, loss_cls: 1.7796, loss: 1.7796, grad_norm: 5.1894 2020-07-25 11:28:38,258 - mmaction - INFO - Epoch [13][1440/3757] lr: 1.000e-02, eta: 1 day, 0:47:29, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8141, loss_cls: 1.8008, loss: 1.8008, grad_norm: 5.4275 2020-07-25 11:28:50,423 - mmaction - INFO - Epoch [13][1460/3757] lr: 1.000e-02, eta: 1 day, 0:47:16, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5547, top5_acc: 0.7945, loss_cls: 1.8368, loss: 1.8368, grad_norm: 5.3323 2020-07-25 11:29:02,656 - mmaction - INFO - Epoch [13][1480/3757] lr: 1.000e-02, eta: 1 day, 0:47:02, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5648, top5_acc: 0.8086, loss_cls: 1.7628, loss: 1.7628, grad_norm: 5.3023 2020-07-25 11:29:14,823 - mmaction - INFO - Epoch [13][1500/3757] lr: 1.000e-02, eta: 1 day, 0:46:48, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8055, loss_cls: 1.8174, loss: 1.8174, grad_norm: 5.2451 2020-07-25 11:29:27,224 - mmaction - INFO - Epoch [13][1520/3757] lr: 1.000e-02, eta: 1 day, 0:46:34, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7945, loss_cls: 1.8008, loss: 1.8008, grad_norm: 5.4384 2020-07-25 11:29:39,431 - mmaction - INFO - Epoch [13][1540/3757] lr: 1.000e-02, eta: 1 day, 0:46:21, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5672, top5_acc: 0.7969, loss_cls: 1.8111, loss: 1.8111, grad_norm: 5.3758 2020-07-25 11:29:51,778 - mmaction - INFO - Epoch [13][1560/3757] lr: 1.000e-02, eta: 1 day, 0:46:07, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5867, top5_acc: 0.7969, loss_cls: 1.7812, loss: 1.7812, grad_norm: 5.2899 2020-07-25 11:30:03,975 - mmaction - INFO - Epoch [13][1580/3757] lr: 1.000e-02, eta: 1 day, 0:45:53, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8180, loss_cls: 1.6995, loss: 1.6995, grad_norm: 5.0537 2020-07-25 11:30:16,144 - mmaction - INFO - Epoch [13][1600/3757] lr: 1.000e-02, eta: 1 day, 0:45:39, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.2411 2020-07-25 11:30:28,516 - mmaction - INFO - Epoch [13][1620/3757] lr: 1.000e-02, eta: 1 day, 0:45:26, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7977, loss_cls: 1.7904, loss: 1.7904, grad_norm: 5.2266 2020-07-25 11:30:40,691 - mmaction - INFO - Epoch [13][1640/3757] lr: 1.000e-02, eta: 1 day, 0:45:12, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8141, loss_cls: 1.7511, loss: 1.7511, grad_norm: 5.1684 2020-07-25 11:30:53,084 - mmaction - INFO - Epoch [13][1660/3757] lr: 1.000e-02, eta: 1 day, 0:44:58, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5500, top5_acc: 0.7883, loss_cls: 1.8428, loss: 1.8428, grad_norm: 5.3036 2020-07-25 11:31:05,203 - mmaction - INFO - Epoch [13][1680/3757] lr: 1.000e-02, eta: 1 day, 0:44:44, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8195, loss_cls: 1.7075, loss: 1.7075, grad_norm: 5.1336 2020-07-25 11:31:17,587 - mmaction - INFO - Epoch [13][1700/3757] lr: 1.000e-02, eta: 1 day, 0:44:31, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8039, loss_cls: 1.7933, loss: 1.7933, grad_norm: 5.2222 2020-07-25 11:31:29,827 - mmaction - INFO - Epoch [13][1720/3757] lr: 1.000e-02, eta: 1 day, 0:44:17, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8125, loss_cls: 1.7793, loss: 1.7793, grad_norm: 5.2172 2020-07-25 11:31:42,053 - mmaction - INFO - Epoch [13][1740/3757] lr: 1.000e-02, eta: 1 day, 0:44:03, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8063, loss_cls: 1.7942, loss: 1.7942, grad_norm: 5.3748 2020-07-25 11:31:54,177 - mmaction - INFO - Epoch [13][1760/3757] lr: 1.000e-02, eta: 1 day, 0:43:49, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7852, loss_cls: 1.9074, loss: 1.9074, grad_norm: 5.4888 2020-07-25 11:32:06,387 - mmaction - INFO - Epoch [13][1780/3757] lr: 1.000e-02, eta: 1 day, 0:43:35, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8039, loss_cls: 1.8150, loss: 1.8150, grad_norm: 5.2425 2020-07-25 11:32:18,832 - mmaction - INFO - Epoch [13][1800/3757] lr: 1.000e-02, eta: 1 day, 0:43:22, time: 0.623, data_time: 0.008, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8094, loss_cls: 1.7901, loss: 1.7901, grad_norm: 5.2319 2020-07-25 11:32:30,986 - mmaction - INFO - Epoch [13][1820/3757] lr: 1.000e-02, eta: 1 day, 0:43:08, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8133, loss_cls: 1.8036, loss: 1.8036, grad_norm: 5.3535 2020-07-25 11:32:43,384 - mmaction - INFO - Epoch [13][1840/3757] lr: 1.000e-02, eta: 1 day, 0:42:54, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8141, loss_cls: 1.8020, loss: 1.8020, grad_norm: 5.3997 2020-07-25 11:32:55,672 - mmaction - INFO - Epoch [13][1860/3757] lr: 1.000e-02, eta: 1 day, 0:42:41, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8109, loss_cls: 1.8190, loss: 1.8190, grad_norm: 5.3468 2020-07-25 11:33:07,956 - mmaction - INFO - Epoch [13][1880/3757] lr: 1.000e-02, eta: 1 day, 0:42:27, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7906, loss_cls: 1.8572, loss: 1.8572, grad_norm: 5.2754 2020-07-25 11:33:19,934 - mmaction - INFO - Epoch [13][1900/3757] lr: 1.000e-02, eta: 1 day, 0:42:13, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8172, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.1781 2020-07-25 11:33:32,273 - mmaction - INFO - Epoch [13][1920/3757] lr: 1.000e-02, eta: 1 day, 0:41:59, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7992, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.2968 2020-07-25 11:33:44,507 - mmaction - INFO - Epoch [13][1940/3757] lr: 1.000e-02, eta: 1 day, 0:41:45, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5586, top5_acc: 0.8125, loss_cls: 1.7869, loss: 1.7869, grad_norm: 5.4170 2020-07-25 11:33:56,678 - mmaction - INFO - Epoch [13][1960/3757] lr: 1.000e-02, eta: 1 day, 0:41:31, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6917, loss: 1.6917, grad_norm: 5.1283 2020-07-25 11:34:08,792 - mmaction - INFO - Epoch [13][1980/3757] lr: 1.000e-02, eta: 1 day, 0:41:17, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8047, loss_cls: 1.8126, loss: 1.8126, grad_norm: 5.2678 2020-07-25 11:34:21,100 - mmaction - INFO - Epoch [13][2000/3757] lr: 1.000e-02, eta: 1 day, 0:41:03, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7922, loss_cls: 1.8770, loss: 1.8770, grad_norm: 5.2647 2020-07-25 11:34:33,223 - mmaction - INFO - Epoch [13][2020/3757] lr: 1.000e-02, eta: 1 day, 0:40:50, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7992, loss_cls: 1.8394, loss: 1.8394, grad_norm: 5.2943 2020-07-25 11:34:45,424 - mmaction - INFO - Epoch [13][2040/3757] lr: 1.000e-02, eta: 1 day, 0:40:35, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8195, loss_cls: 1.7231, loss: 1.7231, grad_norm: 5.0933 2020-07-25 11:34:57,625 - mmaction - INFO - Epoch [13][2060/3757] lr: 1.000e-02, eta: 1 day, 0:40:22, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5680, top5_acc: 0.7984, loss_cls: 1.8229, loss: 1.8229, grad_norm: 5.1135 2020-07-25 11:35:09,962 - mmaction - INFO - Epoch [13][2080/3757] lr: 1.000e-02, eta: 1 day, 0:40:08, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5586, top5_acc: 0.8242, loss_cls: 1.7961, loss: 1.7961, grad_norm: 5.2024 2020-07-25 11:35:22,288 - mmaction - INFO - Epoch [13][2100/3757] lr: 1.000e-02, eta: 1 day, 0:39:54, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7914, loss_cls: 1.8247, loss: 1.8247, grad_norm: 5.2237 2020-07-25 11:35:34,326 - mmaction - INFO - Epoch [13][2120/3757] lr: 1.000e-02, eta: 1 day, 0:39:40, time: 0.607, data_time: 0.009, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7384, loss: 1.7384, grad_norm: 5.1199 2020-07-25 11:35:46,734 - mmaction - INFO - Epoch [13][2140/3757] lr: 1.000e-02, eta: 1 day, 0:39:27, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5523, top5_acc: 0.8086, loss_cls: 1.7950, loss: 1.7950, grad_norm: 5.1805 2020-07-25 11:35:58,912 - mmaction - INFO - Epoch [13][2160/3757] lr: 1.000e-02, eta: 1 day, 0:39:13, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7953, loss_cls: 1.8280, loss: 1.8280, grad_norm: 5.1363 2020-07-25 11:36:11,038 - mmaction - INFO - Epoch [13][2180/3757] lr: 1.000e-02, eta: 1 day, 0:38:59, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7734, loss_cls: 1.9233, loss: 1.9233, grad_norm: 5.3782 2020-07-25 11:36:23,271 - mmaction - INFO - Epoch [13][2200/3757] lr: 1.000e-02, eta: 1 day, 0:38:45, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7961, loss_cls: 1.8112, loss: 1.8112, grad_norm: 5.3155 2020-07-25 11:36:35,563 - mmaction - INFO - Epoch [13][2220/3757] lr: 1.000e-02, eta: 1 day, 0:38:32, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7961, loss_cls: 1.8092, loss: 1.8092, grad_norm: 5.3380 2020-07-25 11:36:47,941 - mmaction - INFO - Epoch [13][2240/3757] lr: 1.000e-02, eta: 1 day, 0:38:18, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7567, loss: 1.7567, grad_norm: 5.2069 2020-07-25 11:37:00,070 - mmaction - INFO - Epoch [13][2260/3757] lr: 1.000e-02, eta: 1 day, 0:38:04, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7898, loss_cls: 1.8509, loss: 1.8509, grad_norm: 5.2996 2020-07-25 11:37:12,299 - mmaction - INFO - Epoch [13][2280/3757] lr: 1.000e-02, eta: 1 day, 0:37:50, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.7795, loss: 1.7795, grad_norm: 5.3920 2020-07-25 11:37:24,489 - mmaction - INFO - Epoch [13][2300/3757] lr: 1.000e-02, eta: 1 day, 0:37:37, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7984, loss_cls: 1.7838, loss: 1.7838, grad_norm: 5.4472 2020-07-25 11:37:36,768 - mmaction - INFO - Epoch [13][2320/3757] lr: 1.000e-02, eta: 1 day, 0:37:23, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8133, loss_cls: 1.7641, loss: 1.7641, grad_norm: 5.2363 2020-07-25 11:37:48,910 - mmaction - INFO - Epoch [13][2340/3757] lr: 1.000e-02, eta: 1 day, 0:37:09, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8456, loss: 1.8456, grad_norm: 5.3584 2020-07-25 11:38:01,278 - mmaction - INFO - Epoch [13][2360/3757] lr: 1.000e-02, eta: 1 day, 0:36:55, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8008, loss_cls: 1.7686, loss: 1.7686, grad_norm: 5.2577 2020-07-25 11:38:13,443 - mmaction - INFO - Epoch [13][2380/3757] lr: 1.000e-02, eta: 1 day, 0:36:42, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.8277, loss: 1.8277, grad_norm: 5.3225 2020-07-25 11:38:25,654 - mmaction - INFO - Epoch [13][2400/3757] lr: 1.000e-02, eta: 1 day, 0:36:27, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7984, loss_cls: 1.8506, loss: 1.8506, grad_norm: 5.2250 2020-07-25 11:38:37,866 - mmaction - INFO - Epoch [13][2420/3757] lr: 1.000e-02, eta: 1 day, 0:36:14, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5672, top5_acc: 0.7984, loss_cls: 1.7926, loss: 1.7926, grad_norm: 5.1334 2020-07-25 11:38:50,095 - mmaction - INFO - Epoch [13][2440/3757] lr: 1.000e-02, eta: 1 day, 0:36:00, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8047, loss_cls: 1.8124, loss: 1.8124, grad_norm: 5.1804 2020-07-25 11:39:02,196 - mmaction - INFO - Epoch [13][2460/3757] lr: 1.000e-02, eta: 1 day, 0:35:46, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5570, top5_acc: 0.7945, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.1492 2020-07-25 11:39:14,535 - mmaction - INFO - Epoch [13][2480/3757] lr: 1.000e-02, eta: 1 day, 0:35:32, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5586, top5_acc: 0.8031, loss_cls: 1.8693, loss: 1.8693, grad_norm: 5.3820 2020-07-25 11:39:26,744 - mmaction - INFO - Epoch [13][2500/3757] lr: 1.000e-02, eta: 1 day, 0:35:19, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8133, loss_cls: 1.7278, loss: 1.7278, grad_norm: 5.1417 2020-07-25 11:39:39,033 - mmaction - INFO - Epoch [13][2520/3757] lr: 1.000e-02, eta: 1 day, 0:35:05, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7773, loss_cls: 1.8974, loss: 1.8974, grad_norm: 5.3399 2020-07-25 11:39:51,404 - mmaction - INFO - Epoch [13][2540/3757] lr: 1.000e-02, eta: 1 day, 0:34:51, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.7258, loss: 1.7258, grad_norm: 5.1176 2020-07-25 11:40:03,643 - mmaction - INFO - Epoch [13][2560/3757] lr: 1.000e-02, eta: 1 day, 0:34:38, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8133, loss_cls: 1.6927, loss: 1.6927, grad_norm: 5.0599 2020-07-25 11:40:15,692 - mmaction - INFO - Epoch [13][2580/3757] lr: 1.000e-02, eta: 1 day, 0:34:24, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.5594, top5_acc: 0.8070, loss_cls: 1.8076, loss: 1.8076, grad_norm: 5.4271 2020-07-25 11:40:27,940 - mmaction - INFO - Epoch [13][2600/3757] lr: 1.000e-02, eta: 1 day, 0:34:10, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.5547, top5_acc: 0.8086, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.2918 2020-07-25 11:40:40,063 - mmaction - INFO - Epoch [13][2620/3757] lr: 1.000e-02, eta: 1 day, 0:33:56, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7945, loss_cls: 1.7884, loss: 1.7884, grad_norm: 5.4094 2020-07-25 11:40:52,305 - mmaction - INFO - Epoch [13][2640/3757] lr: 1.000e-02, eta: 1 day, 0:33:42, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7992, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.3181 2020-07-25 11:41:04,508 - mmaction - INFO - Epoch [13][2660/3757] lr: 1.000e-02, eta: 1 day, 0:33:28, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7937, loss_cls: 1.8050, loss: 1.8050, grad_norm: 5.2973 2020-07-25 11:41:17,123 - mmaction - INFO - Epoch [13][2680/3757] lr: 1.000e-02, eta: 1 day, 0:33:15, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8047, loss_cls: 1.7619, loss: 1.7619, grad_norm: 5.0612 2020-07-25 11:41:29,372 - mmaction - INFO - Epoch [13][2700/3757] lr: 1.000e-02, eta: 1 day, 0:33:02, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5672, top5_acc: 0.7945, loss_cls: 1.8789, loss: 1.8789, grad_norm: 5.3456 2020-07-25 11:41:41,691 - mmaction - INFO - Epoch [13][2720/3757] lr: 1.000e-02, eta: 1 day, 0:32:48, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7852, loss_cls: 1.8627, loss: 1.8627, grad_norm: 5.1748 2020-07-25 11:41:53,951 - mmaction - INFO - Epoch [13][2740/3757] lr: 1.000e-02, eta: 1 day, 0:32:35, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8000, loss_cls: 1.8141, loss: 1.8141, grad_norm: 5.1126 2020-07-25 11:42:06,199 - mmaction - INFO - Epoch [13][2760/3757] lr: 1.000e-02, eta: 1 day, 0:32:21, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5563, top5_acc: 0.8039, loss_cls: 1.8022, loss: 1.8022, grad_norm: 5.2226 2020-07-25 11:42:18,325 - mmaction - INFO - Epoch [13][2780/3757] lr: 1.000e-02, eta: 1 day, 0:32:07, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5633, top5_acc: 0.7844, loss_cls: 1.9166, loss: 1.9166, grad_norm: 5.4082 2020-07-25 11:42:30,587 - mmaction - INFO - Epoch [13][2800/3757] lr: 1.000e-02, eta: 1 day, 0:31:53, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8031, loss_cls: 1.8195, loss: 1.8195, grad_norm: 5.1676 2020-07-25 11:42:42,672 - mmaction - INFO - Epoch [13][2820/3757] lr: 1.000e-02, eta: 1 day, 0:31:39, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7945, loss_cls: 1.9076, loss: 1.9076, grad_norm: 5.3491 2020-07-25 11:42:54,823 - mmaction - INFO - Epoch [13][2840/3757] lr: 1.000e-02, eta: 1 day, 0:31:25, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8086, loss_cls: 1.7642, loss: 1.7642, grad_norm: 5.1990 2020-07-25 11:43:07,115 - mmaction - INFO - Epoch [13][2860/3757] lr: 1.000e-02, eta: 1 day, 0:31:11, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5547, top5_acc: 0.7781, loss_cls: 1.8538, loss: 1.8538, grad_norm: 5.2066 2020-07-25 11:43:19,486 - mmaction - INFO - Epoch [13][2880/3757] lr: 1.000e-02, eta: 1 day, 0:30:58, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7898, loss_cls: 1.8037, loss: 1.8037, grad_norm: 5.3566 2020-07-25 11:43:31,562 - mmaction - INFO - Epoch [13][2900/3757] lr: 1.000e-02, eta: 1 day, 0:30:44, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7937, loss_cls: 1.8457, loss: 1.8457, grad_norm: 5.0770 2020-07-25 11:43:43,788 - mmaction - INFO - Epoch [13][2920/3757] lr: 1.000e-02, eta: 1 day, 0:30:30, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8172, loss_cls: 1.7749, loss: 1.7749, grad_norm: 5.2237 2020-07-25 11:43:56,062 - mmaction - INFO - Epoch [13][2940/3757] lr: 1.000e-02, eta: 1 day, 0:30:17, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.7581, loss: 1.7581, grad_norm: 5.3616 2020-07-25 11:44:08,297 - mmaction - INFO - Epoch [13][2960/3757] lr: 1.000e-02, eta: 1 day, 0:30:03, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8023, loss_cls: 1.7844, loss: 1.7844, grad_norm: 5.1908 2020-07-25 11:44:20,340 - mmaction - INFO - Epoch [13][2980/3757] lr: 1.000e-02, eta: 1 day, 0:29:49, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7836, loss_cls: 1.8817, loss: 1.8817, grad_norm: 5.3029 2020-07-25 11:44:32,621 - mmaction - INFO - Epoch [13][3000/3757] lr: 1.000e-02, eta: 1 day, 0:29:35, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5508, top5_acc: 0.7992, loss_cls: 1.8334, loss: 1.8334, grad_norm: 5.2712 2020-07-25 11:44:44,852 - mmaction - INFO - Epoch [13][3020/3757] lr: 1.000e-02, eta: 1 day, 0:29:21, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9808, loss: 1.9808, grad_norm: 5.3804 2020-07-25 11:44:57,093 - mmaction - INFO - Epoch [13][3040/3757] lr: 1.000e-02, eta: 1 day, 0:29:08, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7961, loss_cls: 1.8502, loss: 1.8502, grad_norm: 5.2630 2020-07-25 11:45:09,248 - mmaction - INFO - Epoch [13][3060/3757] lr: 1.000e-02, eta: 1 day, 0:28:53, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8125, loss_cls: 1.7460, loss: 1.7460, grad_norm: 5.1804 2020-07-25 11:45:21,365 - mmaction - INFO - Epoch [13][3080/3757] lr: 1.000e-02, eta: 1 day, 0:28:39, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7992, loss_cls: 1.7550, loss: 1.7550, grad_norm: 5.2691 2020-07-25 11:45:33,615 - mmaction - INFO - Epoch [13][3100/3757] lr: 1.000e-02, eta: 1 day, 0:28:26, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5477, top5_acc: 0.7867, loss_cls: 1.8658, loss: 1.8658, grad_norm: 5.3769 2020-07-25 11:45:45,680 - mmaction - INFO - Epoch [13][3120/3757] lr: 1.000e-02, eta: 1 day, 0:28:12, time: 0.603, data_time: 0.002, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8047, loss_cls: 1.7833, loss: 1.7833, grad_norm: 5.1989 2020-07-25 11:45:57,911 - mmaction - INFO - Epoch [13][3140/3757] lr: 1.000e-02, eta: 1 day, 0:27:58, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8047, loss_cls: 1.7373, loss: 1.7373, grad_norm: 5.1348 2020-07-25 11:46:10,017 - mmaction - INFO - Epoch [13][3160/3757] lr: 1.000e-02, eta: 1 day, 0:27:44, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8047, loss_cls: 1.7739, loss: 1.7739, grad_norm: 5.1664 2020-07-25 11:46:22,122 - mmaction - INFO - Epoch [13][3180/3757] lr: 1.000e-02, eta: 1 day, 0:27:29, time: 0.602, data_time: 0.005, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8109, loss_cls: 1.7282, loss: 1.7282, grad_norm: 5.3749 2020-07-25 11:46:34,341 - mmaction - INFO - Epoch [13][3200/3757] lr: 1.000e-02, eta: 1 day, 0:27:16, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5508, top5_acc: 0.8016, loss_cls: 1.8303, loss: 1.8303, grad_norm: 5.3115 2020-07-25 11:46:46,726 - mmaction - INFO - Epoch [13][3220/3757] lr: 1.000e-02, eta: 1 day, 0:27:02, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5648, top5_acc: 0.8094, loss_cls: 1.7505, loss: 1.7505, grad_norm: 5.1389 2020-07-25 11:46:58,745 - mmaction - INFO - Epoch [13][3240/3757] lr: 1.000e-02, eta: 1 day, 0:26:48, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.5492, top5_acc: 0.7906, loss_cls: 1.8925, loss: 1.8925, grad_norm: 5.3050 2020-07-25 11:47:11,068 - mmaction - INFO - Epoch [13][3260/3757] lr: 1.000e-02, eta: 1 day, 0:26:35, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8070, loss_cls: 1.7863, loss: 1.7863, grad_norm: 5.3513 2020-07-25 11:47:23,185 - mmaction - INFO - Epoch [13][3280/3757] lr: 1.000e-02, eta: 1 day, 0:26:21, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8109, loss_cls: 1.7818, loss: 1.7818, grad_norm: 5.2704 2020-07-25 11:47:35,577 - mmaction - INFO - Epoch [13][3300/3757] lr: 1.000e-02, eta: 1 day, 0:26:07, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8250, loss_cls: 1.6744, loss: 1.6744, grad_norm: 5.1186 2020-07-25 11:47:47,725 - mmaction - INFO - Epoch [13][3320/3757] lr: 1.000e-02, eta: 1 day, 0:25:54, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.5547, top5_acc: 0.8055, loss_cls: 1.8060, loss: 1.8060, grad_norm: 5.3515 2020-07-25 11:48:00,052 - mmaction - INFO - Epoch [13][3340/3757] lr: 1.000e-02, eta: 1 day, 0:25:40, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7961, loss_cls: 1.8412, loss: 1.8412, grad_norm: 5.3197 2020-07-25 11:48:12,250 - mmaction - INFO - Epoch [13][3360/3757] lr: 1.000e-02, eta: 1 day, 0:25:26, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7883, loss_cls: 1.8791, loss: 1.8791, grad_norm: 5.5005 2020-07-25 11:48:24,494 - mmaction - INFO - Epoch [13][3380/3757] lr: 1.000e-02, eta: 1 day, 0:25:12, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8195, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.3068 2020-07-25 11:48:36,683 - mmaction - INFO - Epoch [13][3400/3757] lr: 1.000e-02, eta: 1 day, 0:24:59, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8000, loss_cls: 1.8241, loss: 1.8241, grad_norm: 5.4027 2020-07-25 11:48:48,881 - mmaction - INFO - Epoch [13][3420/3757] lr: 1.000e-02, eta: 1 day, 0:24:45, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7945, loss_cls: 1.8830, loss: 1.8830, grad_norm: 5.3090 2020-07-25 11:49:01,075 - mmaction - INFO - Epoch [13][3440/3757] lr: 1.000e-02, eta: 1 day, 0:24:31, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8086, loss_cls: 1.7823, loss: 1.7823, grad_norm: 5.4035 2020-07-25 11:49:13,241 - mmaction - INFO - Epoch [13][3460/3757] lr: 1.000e-02, eta: 1 day, 0:24:17, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8063, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.4090 2020-07-25 11:49:25,397 - mmaction - INFO - Epoch [13][3480/3757] lr: 1.000e-02, eta: 1 day, 0:24:03, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8086, loss_cls: 1.7616, loss: 1.7616, grad_norm: 5.1288 2020-07-25 11:49:37,794 - mmaction - INFO - Epoch [13][3500/3757] lr: 1.000e-02, eta: 1 day, 0:23:50, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7930, loss_cls: 1.8453, loss: 1.8453, grad_norm: 5.3791 2020-07-25 11:49:49,978 - mmaction - INFO - Epoch [13][3520/3757] lr: 1.000e-02, eta: 1 day, 0:23:36, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5648, top5_acc: 0.7937, loss_cls: 1.8430, loss: 1.8430, grad_norm: 5.2453 2020-07-25 11:50:02,213 - mmaction - INFO - Epoch [13][3540/3757] lr: 1.000e-02, eta: 1 day, 0:23:23, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7867, loss_cls: 1.8768, loss: 1.8768, grad_norm: 5.2694 2020-07-25 11:50:14,353 - mmaction - INFO - Epoch [13][3560/3757] lr: 1.000e-02, eta: 1 day, 0:23:09, time: 0.607, data_time: 0.002, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7891, loss_cls: 1.8659, loss: 1.8659, grad_norm: 5.2547 2020-07-25 11:50:26,796 - mmaction - INFO - Epoch [13][3580/3757] lr: 1.000e-02, eta: 1 day, 0:22:55, time: 0.619, data_time: 0.005, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8047, loss_cls: 1.8155, loss: 1.8155, grad_norm: 5.1347 2020-07-25 11:50:38,970 - mmaction - INFO - Epoch [13][3600/3757] lr: 1.000e-02, eta: 1 day, 0:22:42, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8070, loss_cls: 1.7699, loss: 1.7699, grad_norm: 5.1335 2020-07-25 11:50:51,230 - mmaction - INFO - Epoch [13][3620/3757] lr: 1.000e-02, eta: 1 day, 0:22:28, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8047, loss_cls: 1.7404, loss: 1.7404, grad_norm: 5.2421 2020-07-25 11:51:03,395 - mmaction - INFO - Epoch [13][3640/3757] lr: 1.000e-02, eta: 1 day, 0:22:14, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7906, loss_cls: 1.8849, loss: 1.8849, grad_norm: 5.4394 2020-07-25 11:51:15,526 - mmaction - INFO - Epoch [13][3660/3757] lr: 1.000e-02, eta: 1 day, 0:22:00, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8031, loss_cls: 1.8043, loss: 1.8043, grad_norm: 5.2720 2020-07-25 11:51:27,702 - mmaction - INFO - Epoch [13][3680/3757] lr: 1.000e-02, eta: 1 day, 0:21:46, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7961, loss_cls: 1.8481, loss: 1.8481, grad_norm: 5.3693 2020-07-25 11:51:39,980 - mmaction - INFO - Epoch [13][3700/3757] lr: 1.000e-02, eta: 1 day, 0:21:32, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7828, loss_cls: 1.9154, loss: 1.9154, grad_norm: 5.1300 2020-07-25 11:51:52,241 - mmaction - INFO - Epoch [13][3720/3757] lr: 1.000e-02, eta: 1 day, 0:21:19, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8117, loss_cls: 1.7861, loss: 1.7861, grad_norm: 5.1641 2020-07-25 11:52:04,466 - mmaction - INFO - Epoch [13][3740/3757] lr: 1.000e-02, eta: 1 day, 0:21:05, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5477, top5_acc: 0.8000, loss_cls: 1.8632, loss: 1.8632, grad_norm: 5.3815 2020-07-25 11:52:14,685 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-07-25 11:52:36,394 - mmaction - INFO - Epoch [14][20/3757] lr: 1.000e-02, eta: 1 day, 0:20:36, time: 1.064, data_time: 0.437, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8047, loss_cls: 1.7544, loss: 1.7544, grad_norm: 5.1297 2020-07-25 11:52:48,694 - mmaction - INFO - Epoch [14][40/3757] lr: 1.000e-02, eta: 1 day, 0:20:22, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8117, loss_cls: 1.7182, loss: 1.7182, grad_norm: 5.0890 2020-07-25 11:53:00,846 - mmaction - INFO - Epoch [14][60/3757] lr: 1.000e-02, eta: 1 day, 0:20:08, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8203, loss_cls: 1.7014, loss: 1.7014, grad_norm: 5.1989 2020-07-25 11:53:13,191 - mmaction - INFO - Epoch [14][80/3757] lr: 1.000e-02, eta: 1 day, 0:19:55, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7969, loss_cls: 1.8553, loss: 1.8553, grad_norm: 5.3707 2020-07-25 11:53:25,195 - mmaction - INFO - Epoch [14][100/3757] lr: 1.000e-02, eta: 1 day, 0:19:41, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8094, loss_cls: 1.7443, loss: 1.7443, grad_norm: 5.1948 2020-07-25 11:53:37,400 - mmaction - INFO - Epoch [14][120/3757] lr: 1.000e-02, eta: 1 day, 0:19:27, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8180, loss_cls: 1.7147, loss: 1.7147, grad_norm: 5.2727 2020-07-25 11:53:49,544 - mmaction - INFO - Epoch [14][140/3757] lr: 1.000e-02, eta: 1 day, 0:19:13, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8055, loss_cls: 1.7700, loss: 1.7700, grad_norm: 5.4220 2020-07-25 11:54:01,763 - mmaction - INFO - Epoch [14][160/3757] lr: 1.000e-02, eta: 1 day, 0:18:59, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8117, loss_cls: 1.7849, loss: 1.7849, grad_norm: 5.3632 2020-07-25 11:54:14,043 - mmaction - INFO - Epoch [14][180/3757] lr: 1.000e-02, eta: 1 day, 0:18:46, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5570, top5_acc: 0.8031, loss_cls: 1.7809, loss: 1.7809, grad_norm: 5.4218 2020-07-25 11:54:26,306 - mmaction - INFO - Epoch [14][200/3757] lr: 1.000e-02, eta: 1 day, 0:18:32, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8141, loss_cls: 1.7085, loss: 1.7085, grad_norm: 5.2347 2020-07-25 11:54:38,385 - mmaction - INFO - Epoch [14][220/3757] lr: 1.000e-02, eta: 1 day, 0:18:18, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.3589 2020-07-25 11:54:50,575 - mmaction - INFO - Epoch [14][240/3757] lr: 1.000e-02, eta: 1 day, 0:18:04, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.6843, loss: 1.6843, grad_norm: 5.2213 2020-07-25 11:55:02,782 - mmaction - INFO - Epoch [14][260/3757] lr: 1.000e-02, eta: 1 day, 0:17:51, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8016, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.2934 2020-07-25 11:55:14,812 - mmaction - INFO - Epoch [14][280/3757] lr: 1.000e-02, eta: 1 day, 0:17:36, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8094, loss_cls: 1.7481, loss: 1.7481, grad_norm: 5.2992 2020-07-25 11:55:27,025 - mmaction - INFO - Epoch [14][300/3757] lr: 1.000e-02, eta: 1 day, 0:17:22, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8070, loss_cls: 1.8024, loss: 1.8024, grad_norm: 5.4898 2020-07-25 11:55:39,104 - mmaction - INFO - Epoch [14][320/3757] lr: 1.000e-02, eta: 1 day, 0:17:09, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7734, loss_cls: 1.8884, loss: 1.8884, grad_norm: 5.3744 2020-07-25 11:55:51,387 - mmaction - INFO - Epoch [14][340/3757] lr: 1.000e-02, eta: 1 day, 0:16:55, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8125, loss_cls: 1.7343, loss: 1.7343, grad_norm: 5.3253 2020-07-25 11:56:03,585 - mmaction - INFO - Epoch [14][360/3757] lr: 1.000e-02, eta: 1 day, 0:16:41, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8203, loss_cls: 1.7021, loss: 1.7021, grad_norm: 5.2191 2020-07-25 11:56:15,919 - mmaction - INFO - Epoch [14][380/3757] lr: 1.000e-02, eta: 1 day, 0:16:28, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5797, top5_acc: 0.7984, loss_cls: 1.8071, loss: 1.8071, grad_norm: 5.3135 2020-07-25 11:56:27,999 - mmaction - INFO - Epoch [14][400/3757] lr: 1.000e-02, eta: 1 day, 0:16:14, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8195, loss_cls: 1.6728, loss: 1.6728, grad_norm: 5.1326 2020-07-25 11:56:40,236 - mmaction - INFO - Epoch [14][420/3757] lr: 1.000e-02, eta: 1 day, 0:16:00, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8242, loss_cls: 1.6812, loss: 1.6812, grad_norm: 5.1685 2020-07-25 11:56:52,401 - mmaction - INFO - Epoch [14][440/3757] lr: 1.000e-02, eta: 1 day, 0:15:46, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7400, loss: 1.7400, grad_norm: 5.3155 2020-07-25 11:57:04,653 - mmaction - INFO - Epoch [14][460/3757] lr: 1.000e-02, eta: 1 day, 0:15:32, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8148, loss_cls: 1.7458, loss: 1.7458, grad_norm: 5.2696 2020-07-25 11:57:16,926 - mmaction - INFO - Epoch [14][480/3757] lr: 1.000e-02, eta: 1 day, 0:15:19, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5539, top5_acc: 0.7937, loss_cls: 1.8096, loss: 1.8096, grad_norm: 5.4254 2020-07-25 11:57:29,232 - mmaction - INFO - Epoch [14][500/3757] lr: 1.000e-02, eta: 1 day, 0:15:06, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8172, loss_cls: 1.7230, loss: 1.7230, grad_norm: 5.3029 2020-07-25 11:57:41,359 - mmaction - INFO - Epoch [14][520/3757] lr: 1.000e-02, eta: 1 day, 0:14:52, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8125, loss_cls: 1.7171, loss: 1.7171, grad_norm: 5.3015 2020-07-25 11:57:53,726 - mmaction - INFO - Epoch [14][540/3757] lr: 1.000e-02, eta: 1 day, 0:14:38, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8219, loss_cls: 1.6838, loss: 1.6838, grad_norm: 5.1668 2020-07-25 11:58:05,855 - mmaction - INFO - Epoch [14][560/3757] lr: 1.000e-02, eta: 1 day, 0:14:24, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8094, loss_cls: 1.7808, loss: 1.7808, grad_norm: 5.2833 2020-07-25 11:58:17,934 - mmaction - INFO - Epoch [14][580/3757] lr: 1.000e-02, eta: 1 day, 0:14:10, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8172, loss_cls: 1.7131, loss: 1.7131, grad_norm: 5.0761 2020-07-25 11:58:30,333 - mmaction - INFO - Epoch [14][600/3757] lr: 1.000e-02, eta: 1 day, 0:13:57, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8180, loss_cls: 1.7018, loss: 1.7018, grad_norm: 5.1128 2020-07-25 11:58:42,425 - mmaction - INFO - Epoch [14][620/3757] lr: 1.000e-02, eta: 1 day, 0:13:43, time: 0.605, data_time: 0.002, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8172, loss_cls: 1.7118, loss: 1.7118, grad_norm: 5.1421 2020-07-25 11:58:54,714 - mmaction - INFO - Epoch [14][640/3757] lr: 1.000e-02, eta: 1 day, 0:13:29, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8141, loss_cls: 1.7138, loss: 1.7138, grad_norm: 5.2299 2020-07-25 11:59:06,851 - mmaction - INFO - Epoch [14][660/3757] lr: 1.000e-02, eta: 1 day, 0:13:16, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6641, loss: 1.6641, grad_norm: 5.2740 2020-07-25 11:59:19,146 - mmaction - INFO - Epoch [14][680/3757] lr: 1.000e-02, eta: 1 day, 0:13:02, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8156, loss_cls: 1.7521, loss: 1.7521, grad_norm: 5.2198 2020-07-25 11:59:31,251 - mmaction - INFO - Epoch [14][700/3757] lr: 1.000e-02, eta: 1 day, 0:12:48, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8055, loss_cls: 1.8106, loss: 1.8106, grad_norm: 5.2589 2020-07-25 11:59:43,471 - mmaction - INFO - Epoch [14][720/3757] lr: 1.000e-02, eta: 1 day, 0:12:34, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8320, loss_cls: 1.6715, loss: 1.6715, grad_norm: 5.3328 2020-07-25 11:59:55,636 - mmaction - INFO - Epoch [14][740/3757] lr: 1.000e-02, eta: 1 day, 0:12:21, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8187, loss_cls: 1.6907, loss: 1.6907, grad_norm: 5.2135 2020-07-25 12:00:10,495 - mmaction - INFO - Epoch [14][760/3757] lr: 1.000e-02, eta: 1 day, 0:12:13, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8148, loss_cls: 1.6822, loss: 1.6822, grad_norm: 5.1962 2020-07-25 12:00:22,657 - mmaction - INFO - Epoch [14][780/3757] lr: 1.000e-02, eta: 1 day, 0:12:01, time: 0.635, data_time: 0.036, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8109, loss_cls: 1.6890, loss: 1.6890, grad_norm: 5.2244 2020-07-25 12:00:35,061 - mmaction - INFO - Epoch [14][800/3757] lr: 1.000e-02, eta: 1 day, 0:11:47, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8094, loss_cls: 1.7029, loss: 1.7029, grad_norm: 5.1667 2020-07-25 12:00:47,092 - mmaction - INFO - Epoch [14][820/3757] lr: 1.000e-02, eta: 1 day, 0:11:33, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.7108, loss: 1.7108, grad_norm: 5.2289 2020-07-25 12:00:59,364 - mmaction - INFO - Epoch [14][840/3757] lr: 1.000e-02, eta: 1 day, 0:11:19, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8109, loss_cls: 1.7194, loss: 1.7194, grad_norm: 5.1790 2020-07-25 12:01:11,425 - mmaction - INFO - Epoch [14][860/3757] lr: 1.000e-02, eta: 1 day, 0:11:06, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8047, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.2599 2020-07-25 12:01:23,726 - mmaction - INFO - Epoch [14][880/3757] lr: 1.000e-02, eta: 1 day, 0:10:52, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7922, loss_cls: 1.8985, loss: 1.8985, grad_norm: 5.4204 2020-07-25 12:01:36,007 - mmaction - INFO - Epoch [14][900/3757] lr: 1.000e-02, eta: 1 day, 0:10:39, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.5734, top5_acc: 0.7969, loss_cls: 1.8005, loss: 1.8005, grad_norm: 5.1356 2020-07-25 12:01:48,247 - mmaction - INFO - Epoch [14][920/3757] lr: 1.000e-02, eta: 1 day, 0:10:25, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8258, loss_cls: 1.6623, loss: 1.6623, grad_norm: 5.1022 2020-07-25 12:02:00,452 - mmaction - INFO - Epoch [14][940/3757] lr: 1.000e-02, eta: 1 day, 0:10:11, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8172, loss_cls: 1.6901, loss: 1.6901, grad_norm: 5.1238 2020-07-25 12:02:12,699 - mmaction - INFO - Epoch [14][960/3757] lr: 1.000e-02, eta: 1 day, 0:09:58, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.2964 2020-07-25 12:02:24,801 - mmaction - INFO - Epoch [14][980/3757] lr: 1.000e-02, eta: 1 day, 0:09:44, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5719, top5_acc: 0.7992, loss_cls: 1.7740, loss: 1.7740, grad_norm: 5.4032 2020-07-25 12:02:37,159 - mmaction - INFO - Epoch [14][1000/3757] lr: 1.000e-02, eta: 1 day, 0:09:30, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8023, loss_cls: 1.7687, loss: 1.7687, grad_norm: 5.3736 2020-07-25 12:02:49,337 - mmaction - INFO - Epoch [14][1020/3757] lr: 1.000e-02, eta: 1 day, 0:09:17, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8063, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.1208 2020-07-25 12:03:01,600 - mmaction - INFO - Epoch [14][1040/3757] lr: 1.000e-02, eta: 1 day, 0:09:03, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8063, loss_cls: 1.6804, loss: 1.6804, grad_norm: 5.0437 2020-07-25 12:03:13,706 - mmaction - INFO - Epoch [14][1060/3757] lr: 1.000e-02, eta: 1 day, 0:08:49, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5531, top5_acc: 0.8078, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.2532 2020-07-25 12:03:25,831 - mmaction - INFO - Epoch [14][1080/3757] lr: 1.000e-02, eta: 1 day, 0:08:35, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5813, top5_acc: 0.7984, loss_cls: 1.7346, loss: 1.7346, grad_norm: 5.1557 2020-07-25 12:03:38,195 - mmaction - INFO - Epoch [14][1100/3757] lr: 1.000e-02, eta: 1 day, 0:08:22, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8180, loss_cls: 1.6721, loss: 1.6721, grad_norm: 5.2037 2020-07-25 12:03:50,332 - mmaction - INFO - Epoch [14][1120/3757] lr: 1.000e-02, eta: 1 day, 0:08:08, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8039, loss_cls: 1.7937, loss: 1.7937, grad_norm: 5.3455 2020-07-25 12:04:02,429 - mmaction - INFO - Epoch [14][1140/3757] lr: 1.000e-02, eta: 1 day, 0:07:54, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7828, loss_cls: 1.8416, loss: 1.8416, grad_norm: 5.2953 2020-07-25 12:04:14,574 - mmaction - INFO - Epoch [14][1160/3757] lr: 1.000e-02, eta: 1 day, 0:07:40, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8047, loss_cls: 1.7923, loss: 1.7923, grad_norm: 5.3283 2020-07-25 12:04:26,893 - mmaction - INFO - Epoch [14][1180/3757] lr: 1.000e-02, eta: 1 day, 0:07:27, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5516, top5_acc: 0.8055, loss_cls: 1.8140, loss: 1.8140, grad_norm: 5.5781 2020-07-25 12:04:39,268 - mmaction - INFO - Epoch [14][1200/3757] lr: 1.000e-02, eta: 1 day, 0:07:14, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8172, loss_cls: 1.7036, loss: 1.7036, grad_norm: 5.1572 2020-07-25 12:04:51,580 - mmaction - INFO - Epoch [14][1220/3757] lr: 1.000e-02, eta: 1 day, 0:07:00, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5672, top5_acc: 0.7906, loss_cls: 1.8086, loss: 1.8086, grad_norm: 5.3102 2020-07-25 12:05:03,849 - mmaction - INFO - Epoch [14][1240/3757] lr: 1.000e-02, eta: 1 day, 0:06:47, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5594, top5_acc: 0.8117, loss_cls: 1.8177, loss: 1.8177, grad_norm: 5.2157 2020-07-25 12:05:16,011 - mmaction - INFO - Epoch [14][1260/3757] lr: 1.000e-02, eta: 1 day, 0:06:33, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8148, loss_cls: 1.7320, loss: 1.7320, grad_norm: 5.2011 2020-07-25 12:05:28,299 - mmaction - INFO - Epoch [14][1280/3757] lr: 1.000e-02, eta: 1 day, 0:06:19, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8078, loss_cls: 1.8096, loss: 1.8096, grad_norm: 5.1803 2020-07-25 12:05:40,436 - mmaction - INFO - Epoch [14][1300/3757] lr: 1.000e-02, eta: 1 day, 0:06:05, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7449, loss: 1.7449, grad_norm: 5.2545 2020-07-25 12:05:52,685 - mmaction - INFO - Epoch [14][1320/3757] lr: 1.000e-02, eta: 1 day, 0:05:52, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8242, loss_cls: 1.7015, loss: 1.7015, grad_norm: 5.3252 2020-07-25 12:06:04,973 - mmaction - INFO - Epoch [14][1340/3757] lr: 1.000e-02, eta: 1 day, 0:05:38, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8047, loss_cls: 1.7920, loss: 1.7920, grad_norm: 5.3710 2020-07-25 12:06:17,072 - mmaction - INFO - Epoch [14][1360/3757] lr: 1.000e-02, eta: 1 day, 0:05:25, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.8044, loss: 1.8044, grad_norm: 5.2723 2020-07-25 12:06:29,392 - mmaction - INFO - Epoch [14][1380/3757] lr: 1.000e-02, eta: 1 day, 0:05:11, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8133, loss_cls: 1.7112, loss: 1.7112, grad_norm: 5.3893 2020-07-25 12:06:41,550 - mmaction - INFO - Epoch [14][1400/3757] lr: 1.000e-02, eta: 1 day, 0:04:57, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8023, loss_cls: 1.7691, loss: 1.7691, grad_norm: 5.2794 2020-07-25 12:06:53,696 - mmaction - INFO - Epoch [14][1420/3757] lr: 1.000e-02, eta: 1 day, 0:04:43, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8102, loss_cls: 1.7531, loss: 1.7531, grad_norm: 5.4188 2020-07-25 12:07:05,985 - mmaction - INFO - Epoch [14][1440/3757] lr: 1.000e-02, eta: 1 day, 0:04:30, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.7690, loss: 1.7690, grad_norm: 5.2060 2020-07-25 12:07:18,142 - mmaction - INFO - Epoch [14][1460/3757] lr: 1.000e-02, eta: 1 day, 0:04:16, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8180, loss_cls: 1.7061, loss: 1.7061, grad_norm: 5.2991 2020-07-25 12:07:30,336 - mmaction - INFO - Epoch [14][1480/3757] lr: 1.000e-02, eta: 1 day, 0:04:03, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7224, loss: 1.7224, grad_norm: 5.4191 2020-07-25 12:07:42,654 - mmaction - INFO - Epoch [14][1500/3757] lr: 1.000e-02, eta: 1 day, 0:03:49, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8078, loss_cls: 1.7430, loss: 1.7430, grad_norm: 5.2377 2020-07-25 12:07:54,975 - mmaction - INFO - Epoch [14][1520/3757] lr: 1.000e-02, eta: 1 day, 0:03:36, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8070, loss_cls: 1.7466, loss: 1.7466, grad_norm: 5.2182 2020-07-25 12:08:07,131 - mmaction - INFO - Epoch [14][1540/3757] lr: 1.000e-02, eta: 1 day, 0:03:22, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.7556, loss: 1.7556, grad_norm: 5.3137 2020-07-25 12:08:19,444 - mmaction - INFO - Epoch [14][1560/3757] lr: 1.000e-02, eta: 1 day, 0:03:09, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8047, loss_cls: 1.7568, loss: 1.7568, grad_norm: 5.2483 2020-07-25 12:08:31,535 - mmaction - INFO - Epoch [14][1580/3757] lr: 1.000e-02, eta: 1 day, 0:02:55, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8180, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.1554 2020-07-25 12:08:43,818 - mmaction - INFO - Epoch [14][1600/3757] lr: 1.000e-02, eta: 1 day, 0:02:41, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8219, loss_cls: 1.7640, loss: 1.7640, grad_norm: 5.3702 2020-07-25 12:08:56,092 - mmaction - INFO - Epoch [14][1620/3757] lr: 1.000e-02, eta: 1 day, 0:02:28, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.7454, loss: 1.7454, grad_norm: 5.2846 2020-07-25 12:09:08,298 - mmaction - INFO - Epoch [14][1640/3757] lr: 1.000e-02, eta: 1 day, 0:02:14, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8039, loss_cls: 1.7545, loss: 1.7545, grad_norm: 5.3395 2020-07-25 12:09:20,506 - mmaction - INFO - Epoch [14][1660/3757] lr: 1.000e-02, eta: 1 day, 0:02:00, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5469, top5_acc: 0.8063, loss_cls: 1.7920, loss: 1.7920, grad_norm: 5.4544 2020-07-25 12:09:32,804 - mmaction - INFO - Epoch [14][1680/3757] lr: 1.000e-02, eta: 1 day, 0:01:47, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8047, loss_cls: 1.7642, loss: 1.7642, grad_norm: 5.3317 2020-07-25 12:09:45,032 - mmaction - INFO - Epoch [14][1700/3757] lr: 1.000e-02, eta: 1 day, 0:01:33, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5547, top5_acc: 0.8031, loss_cls: 1.8060, loss: 1.8060, grad_norm: 5.4058 2020-07-25 12:09:57,438 - mmaction - INFO - Epoch [14][1720/3757] lr: 1.000e-02, eta: 1 day, 0:01:20, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8023, loss_cls: 1.8022, loss: 1.8022, grad_norm: 5.2484 2020-07-25 12:10:09,713 - mmaction - INFO - Epoch [14][1740/3757] lr: 1.000e-02, eta: 1 day, 0:01:07, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5648, top5_acc: 0.7906, loss_cls: 1.8508, loss: 1.8508, grad_norm: 5.3911 2020-07-25 12:10:22,039 - mmaction - INFO - Epoch [14][1760/3757] lr: 1.000e-02, eta: 1 day, 0:00:53, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7977, loss_cls: 1.8107, loss: 1.8107, grad_norm: 5.3322 2020-07-25 12:10:34,282 - mmaction - INFO - Epoch [14][1780/3757] lr: 1.000e-02, eta: 1 day, 0:00:40, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8187, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.2774 2020-07-25 12:10:46,392 - mmaction - INFO - Epoch [14][1800/3757] lr: 1.000e-02, eta: 1 day, 0:00:26, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.5547, top5_acc: 0.7891, loss_cls: 1.8874, loss: 1.8874, grad_norm: 5.5150 2020-07-25 12:10:58,420 - mmaction - INFO - Epoch [14][1820/3757] lr: 1.000e-02, eta: 1 day, 0:00:12, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.5539, top5_acc: 0.7953, loss_cls: 1.8430, loss: 1.8430, grad_norm: 5.3954 2020-07-25 12:11:10,770 - mmaction - INFO - Epoch [14][1840/3757] lr: 1.000e-02, eta: 23:59:58, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5594, top5_acc: 0.8031, loss_cls: 1.7946, loss: 1.7946, grad_norm: 5.3057 2020-07-25 12:11:22,821 - mmaction - INFO - Epoch [14][1860/3757] lr: 1.000e-02, eta: 23:59:44, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7961, loss_cls: 1.7747, loss: 1.7747, grad_norm: 5.2571 2020-07-25 12:11:35,068 - mmaction - INFO - Epoch [14][1880/3757] lr: 1.000e-02, eta: 23:59:31, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8086, loss_cls: 1.7201, loss: 1.7201, grad_norm: 5.1912 2020-07-25 12:11:47,284 - mmaction - INFO - Epoch [14][1900/3757] lr: 1.000e-02, eta: 23:59:17, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8305, loss_cls: 1.7153, loss: 1.7153, grad_norm: 5.1808 2020-07-25 12:11:59,667 - mmaction - INFO - Epoch [14][1920/3757] lr: 1.000e-02, eta: 23:59:04, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7891, loss_cls: 1.7983, loss: 1.7983, grad_norm: 5.0857 2020-07-25 12:12:11,863 - mmaction - INFO - Epoch [14][1940/3757] lr: 1.000e-02, eta: 23:58:50, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5813, top5_acc: 0.7961, loss_cls: 1.7533, loss: 1.7533, grad_norm: 5.1178 2020-07-25 12:12:24,220 - mmaction - INFO - Epoch [14][1960/3757] lr: 1.000e-02, eta: 23:58:37, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8039, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.0525 2020-07-25 12:12:36,327 - mmaction - INFO - Epoch [14][1980/3757] lr: 1.000e-02, eta: 23:58:23, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8055, loss_cls: 1.7399, loss: 1.7399, grad_norm: 5.2678 2020-07-25 12:12:48,673 - mmaction - INFO - Epoch [14][2000/3757] lr: 1.000e-02, eta: 23:58:10, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7984, loss_cls: 1.8266, loss: 1.8266, grad_norm: 5.3571 2020-07-25 12:13:00,932 - mmaction - INFO - Epoch [14][2020/3757] lr: 1.000e-02, eta: 23:57:56, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.6501, loss: 1.6501, grad_norm: 4.9753 2020-07-25 12:13:13,197 - mmaction - INFO - Epoch [14][2040/3757] lr: 1.000e-02, eta: 23:57:43, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8047, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.2563 2020-07-25 12:13:25,408 - mmaction - INFO - Epoch [14][2060/3757] lr: 1.000e-02, eta: 23:57:29, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8078, loss_cls: 1.7530, loss: 1.7530, grad_norm: 5.1020 2020-07-25 12:13:37,779 - mmaction - INFO - Epoch [14][2080/3757] lr: 1.000e-02, eta: 23:57:16, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5586, top5_acc: 0.8063, loss_cls: 1.7673, loss: 1.7673, grad_norm: 5.2699 2020-07-25 12:13:49,972 - mmaction - INFO - Epoch [14][2100/3757] lr: 1.000e-02, eta: 23:57:02, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8086, loss_cls: 1.7901, loss: 1.7901, grad_norm: 5.4197 2020-07-25 12:14:02,335 - mmaction - INFO - Epoch [14][2120/3757] lr: 1.000e-02, eta: 23:56:49, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8078, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.4273 2020-07-25 12:14:14,593 - mmaction - INFO - Epoch [14][2140/3757] lr: 1.000e-02, eta: 23:56:36, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7197, loss: 1.7197, grad_norm: 5.0929 2020-07-25 12:14:26,770 - mmaction - INFO - Epoch [14][2160/3757] lr: 1.000e-02, eta: 23:56:22, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8016, loss_cls: 1.8535, loss: 1.8535, grad_norm: 5.3271 2020-07-25 12:14:38,833 - mmaction - INFO - Epoch [14][2180/3757] lr: 1.000e-02, eta: 23:56:08, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.8406, loss: 1.8406, grad_norm: 5.2629 2020-07-25 12:14:51,165 - mmaction - INFO - Epoch [14][2200/3757] lr: 1.000e-02, eta: 23:55:55, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8070, loss_cls: 1.7756, loss: 1.7756, grad_norm: 5.3896 2020-07-25 12:15:03,184 - mmaction - INFO - Epoch [14][2220/3757] lr: 1.000e-02, eta: 23:55:41, time: 0.601, data_time: 0.002, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7805, loss_cls: 1.8935, loss: 1.8935, grad_norm: 5.3797 2020-07-25 12:15:15,439 - mmaction - INFO - Epoch [14][2240/3757] lr: 1.000e-02, eta: 23:55:27, time: 0.613, data_time: 0.002, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8070, loss_cls: 1.7463, loss: 1.7463, grad_norm: 5.2899 2020-07-25 12:15:27,837 - mmaction - INFO - Epoch [14][2260/3757] lr: 1.000e-02, eta: 23:55:14, time: 0.618, data_time: 0.005, memory: 7079, top1_acc: 0.5633, top5_acc: 0.8133, loss_cls: 1.7719, loss: 1.7719, grad_norm: 5.3968 2020-07-25 12:15:39,912 - mmaction - INFO - Epoch [14][2280/3757] lr: 1.000e-02, eta: 23:55:00, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7914, loss_cls: 1.8294, loss: 1.8294, grad_norm: 5.2741 2020-07-25 12:15:52,078 - mmaction - INFO - Epoch [14][2300/3757] lr: 1.000e-02, eta: 23:54:46, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8172, loss_cls: 1.7575, loss: 1.7575, grad_norm: 5.1982 2020-07-25 12:16:04,224 - mmaction - INFO - Epoch [14][2320/3757] lr: 1.000e-02, eta: 23:54:32, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7906, loss_cls: 1.8096, loss: 1.8096, grad_norm: 5.2431 2020-07-25 12:16:16,567 - mmaction - INFO - Epoch [14][2340/3757] lr: 1.000e-02, eta: 23:54:19, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.0810 2020-07-25 12:16:28,692 - mmaction - INFO - Epoch [14][2360/3757] lr: 1.000e-02, eta: 23:54:05, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8070, loss_cls: 1.7150, loss: 1.7150, grad_norm: 5.2119 2020-07-25 12:16:41,064 - mmaction - INFO - Epoch [14][2380/3757] lr: 1.000e-02, eta: 23:53:52, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7961, loss_cls: 1.8649, loss: 1.8649, grad_norm: 5.3673 2020-07-25 12:16:53,293 - mmaction - INFO - Epoch [14][2400/3757] lr: 1.000e-02, eta: 23:53:38, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5633, top5_acc: 0.7914, loss_cls: 1.8160, loss: 1.8160, grad_norm: 5.3113 2020-07-25 12:17:05,679 - mmaction - INFO - Epoch [14][2420/3757] lr: 1.000e-02, eta: 23:53:25, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5523, top5_acc: 0.7898, loss_cls: 1.8511, loss: 1.8511, grad_norm: 5.2686 2020-07-25 12:17:17,904 - mmaction - INFO - Epoch [14][2440/3757] lr: 1.000e-02, eta: 23:53:12, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8148, loss_cls: 1.7746, loss: 1.7746, grad_norm: 5.2949 2020-07-25 12:17:30,316 - mmaction - INFO - Epoch [14][2460/3757] lr: 1.000e-02, eta: 23:52:58, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5648, top5_acc: 0.7891, loss_cls: 1.7938, loss: 1.7938, grad_norm: 5.1105 2020-07-25 12:17:42,409 - mmaction - INFO - Epoch [14][2480/3757] lr: 1.000e-02, eta: 23:52:45, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8023, loss_cls: 1.7959, loss: 1.7959, grad_norm: 5.2426 2020-07-25 12:17:54,711 - mmaction - INFO - Epoch [14][2500/3757] lr: 1.000e-02, eta: 23:52:31, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.7749, loss: 1.7749, grad_norm: 5.2398 2020-07-25 12:18:06,972 - mmaction - INFO - Epoch [14][2520/3757] lr: 1.000e-02, eta: 23:52:18, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8016, loss_cls: 1.7930, loss: 1.7930, grad_norm: 5.4038 2020-07-25 12:18:19,170 - mmaction - INFO - Epoch [14][2540/3757] lr: 1.000e-02, eta: 23:52:04, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8031, loss_cls: 1.7849, loss: 1.7849, grad_norm: 5.3275 2020-07-25 12:18:31,474 - mmaction - INFO - Epoch [14][2560/3757] lr: 1.000e-02, eta: 23:51:51, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8023, loss_cls: 1.7520, loss: 1.7520, grad_norm: 5.3091 2020-07-25 12:18:43,726 - mmaction - INFO - Epoch [14][2580/3757] lr: 1.000e-02, eta: 23:51:37, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5641, top5_acc: 0.8094, loss_cls: 1.7925, loss: 1.7925, grad_norm: 5.2980 2020-07-25 12:18:55,979 - mmaction - INFO - Epoch [14][2600/3757] lr: 1.000e-02, eta: 23:51:24, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7930, loss_cls: 1.8103, loss: 1.8103, grad_norm: 5.4009 2020-07-25 12:19:08,240 - mmaction - INFO - Epoch [14][2620/3757] lr: 1.000e-02, eta: 23:51:10, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7883, loss_cls: 1.8010, loss: 1.8010, grad_norm: 5.4131 2020-07-25 12:19:20,447 - mmaction - INFO - Epoch [14][2640/3757] lr: 1.000e-02, eta: 23:50:57, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.8430, loss: 1.8430, grad_norm: 5.5487 2020-07-25 12:19:32,731 - mmaction - INFO - Epoch [14][2660/3757] lr: 1.000e-02, eta: 23:50:43, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5594, top5_acc: 0.8078, loss_cls: 1.8235, loss: 1.8235, grad_norm: 5.3020 2020-07-25 12:19:44,806 - mmaction - INFO - Epoch [14][2680/3757] lr: 1.000e-02, eta: 23:50:29, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8094, loss_cls: 1.7782, loss: 1.7782, grad_norm: 5.2665 2020-07-25 12:19:57,107 - mmaction - INFO - Epoch [14][2700/3757] lr: 1.000e-02, eta: 23:50:16, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5820, top5_acc: 0.7984, loss_cls: 1.7472, loss: 1.7472, grad_norm: 5.2182 2020-07-25 12:20:09,221 - mmaction - INFO - Epoch [14][2720/3757] lr: 1.000e-02, eta: 23:50:02, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8086, loss_cls: 1.8144, loss: 1.8144, grad_norm: 5.2264 2020-07-25 12:20:21,515 - mmaction - INFO - Epoch [14][2740/3757] lr: 1.000e-02, eta: 23:49:49, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8023, loss_cls: 1.7356, loss: 1.7356, grad_norm: 4.9452 2020-07-25 12:20:33,647 - mmaction - INFO - Epoch [14][2760/3757] lr: 1.000e-02, eta: 23:49:35, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7898, loss_cls: 1.8526, loss: 1.8526, grad_norm: 5.3873 2020-07-25 12:20:45,926 - mmaction - INFO - Epoch [14][2780/3757] lr: 1.000e-02, eta: 23:49:21, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.7945, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.2168 2020-07-25 12:20:58,105 - mmaction - INFO - Epoch [14][2800/3757] lr: 1.000e-02, eta: 23:49:08, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5617, top5_acc: 0.8063, loss_cls: 1.8095, loss: 1.8095, grad_norm: 5.3009 2020-07-25 12:21:10,559 - mmaction - INFO - Epoch [14][2820/3757] lr: 1.000e-02, eta: 23:48:55, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8063, loss_cls: 1.7676, loss: 1.7676, grad_norm: 5.2459 2020-07-25 12:21:22,850 - mmaction - INFO - Epoch [14][2840/3757] lr: 1.000e-02, eta: 23:48:42, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5648, top5_acc: 0.7984, loss_cls: 1.8344, loss: 1.8344, grad_norm: 5.2270 2020-07-25 12:21:35,046 - mmaction - INFO - Epoch [14][2860/3757] lr: 1.000e-02, eta: 23:48:28, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7820, loss_cls: 1.8440, loss: 1.8440, grad_norm: 5.3917 2020-07-25 12:21:47,131 - mmaction - INFO - Epoch [14][2880/3757] lr: 1.000e-02, eta: 23:48:14, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8000, loss_cls: 1.7628, loss: 1.7628, grad_norm: 5.1847 2020-07-25 12:21:59,302 - mmaction - INFO - Epoch [14][2900/3757] lr: 1.000e-02, eta: 23:48:00, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7922, loss_cls: 1.8311, loss: 1.8311, grad_norm: 5.1954 2020-07-25 12:22:11,560 - mmaction - INFO - Epoch [14][2920/3757] lr: 1.000e-02, eta: 23:47:47, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.5633, top5_acc: 0.7898, loss_cls: 1.7866, loss: 1.7866, grad_norm: 5.0898 2020-07-25 12:22:23,857 - mmaction - INFO - Epoch [14][2940/3757] lr: 1.000e-02, eta: 23:47:33, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8156, loss_cls: 1.7597, loss: 1.7597, grad_norm: 5.2769 2020-07-25 12:22:36,135 - mmaction - INFO - Epoch [14][2960/3757] lr: 1.000e-02, eta: 23:47:20, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8125, loss_cls: 1.7284, loss: 1.7284, grad_norm: 5.1842 2020-07-25 12:22:48,482 - mmaction - INFO - Epoch [14][2980/3757] lr: 1.000e-02, eta: 23:47:07, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8148, loss_cls: 1.8036, loss: 1.8036, grad_norm: 5.2624 2020-07-25 12:23:00,612 - mmaction - INFO - Epoch [14][3000/3757] lr: 1.000e-02, eta: 23:46:53, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8000, loss_cls: 1.8118, loss: 1.8118, grad_norm: 5.1607 2020-07-25 12:23:12,861 - mmaction - INFO - Epoch [14][3020/3757] lr: 1.000e-02, eta: 23:46:39, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7828, loss_cls: 1.9023, loss: 1.9023, grad_norm: 5.2668 2020-07-25 12:23:25,062 - mmaction - INFO - Epoch [14][3040/3757] lr: 1.000e-02, eta: 23:46:26, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5727, top5_acc: 0.7836, loss_cls: 1.7896, loss: 1.7896, grad_norm: 5.1319 2020-07-25 12:23:37,491 - mmaction - INFO - Epoch [14][3060/3757] lr: 1.000e-02, eta: 23:46:13, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.8025, loss: 1.8025, grad_norm: 5.1730 2020-07-25 12:23:49,556 - mmaction - INFO - Epoch [14][3080/3757] lr: 1.000e-02, eta: 23:45:59, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.5453, top5_acc: 0.7859, loss_cls: 1.8730, loss: 1.8730, grad_norm: 5.4099 2020-07-25 12:24:01,770 - mmaction - INFO - Epoch [14][3100/3757] lr: 1.000e-02, eta: 23:45:45, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.1951 2020-07-25 12:24:13,995 - mmaction - INFO - Epoch [14][3120/3757] lr: 1.000e-02, eta: 23:45:32, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8156, loss_cls: 1.7297, loss: 1.7297, grad_norm: 5.4244 2020-07-25 12:24:26,310 - mmaction - INFO - Epoch [14][3140/3757] lr: 1.000e-02, eta: 23:45:18, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8063, loss_cls: 1.7939, loss: 1.7939, grad_norm: 5.3527 2020-07-25 12:24:38,477 - mmaction - INFO - Epoch [14][3160/3757] lr: 1.000e-02, eta: 23:45:05, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7945, loss_cls: 1.8383, loss: 1.8383, grad_norm: 5.3295 2020-07-25 12:24:50,899 - mmaction - INFO - Epoch [14][3180/3757] lr: 1.000e-02, eta: 23:44:52, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.7713, loss: 1.7713, grad_norm: 5.2762 2020-07-25 12:25:03,168 - mmaction - INFO - Epoch [14][3200/3757] lr: 1.000e-02, eta: 23:44:39, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 1.8319, loss: 1.8319, grad_norm: 5.4913 2020-07-25 12:25:15,354 - mmaction - INFO - Epoch [14][3220/3757] lr: 1.000e-02, eta: 23:44:25, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8133, loss_cls: 1.7886, loss: 1.7886, grad_norm: 5.2761 2020-07-25 12:25:27,460 - mmaction - INFO - Epoch [14][3240/3757] lr: 1.000e-02, eta: 23:44:11, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7961, loss_cls: 1.8343, loss: 1.8343, grad_norm: 5.2498 2020-07-25 12:25:39,841 - mmaction - INFO - Epoch [14][3260/3757] lr: 1.000e-02, eta: 23:43:58, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8000, loss_cls: 1.8233, loss: 1.8233, grad_norm: 5.3230 2020-07-25 12:25:52,236 - mmaction - INFO - Epoch [14][3280/3757] lr: 1.000e-02, eta: 23:43:45, time: 0.623, data_time: 0.008, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8780, loss: 1.8780, grad_norm: 5.4096 2020-07-25 12:26:04,503 - mmaction - INFO - Epoch [14][3300/3757] lr: 1.000e-02, eta: 23:43:31, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8086, loss_cls: 1.6983, loss: 1.6983, grad_norm: 5.2956 2020-07-25 12:26:16,692 - mmaction - INFO - Epoch [14][3320/3757] lr: 1.000e-02, eta: 23:43:18, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8125, loss_cls: 1.7407, loss: 1.7407, grad_norm: 5.1846 2020-07-25 12:26:29,057 - mmaction - INFO - Epoch [14][3340/3757] lr: 1.000e-02, eta: 23:43:04, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8102, loss_cls: 1.7331, loss: 1.7331, grad_norm: 5.2566 2020-07-25 12:26:41,200 - mmaction - INFO - Epoch [14][3360/3757] lr: 1.000e-02, eta: 23:42:51, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8086, loss_cls: 1.7552, loss: 1.7552, grad_norm: 5.1435 2020-07-25 12:26:53,660 - mmaction - INFO - Epoch [14][3380/3757] lr: 1.000e-02, eta: 23:42:38, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7836, loss_cls: 1.8739, loss: 1.8739, grad_norm: 5.4626 2020-07-25 12:27:06,344 - mmaction - INFO - Epoch [14][3400/3757] lr: 1.000e-02, eta: 23:42:26, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7945, loss_cls: 1.8057, loss: 1.8057, grad_norm: 5.2489 2020-07-25 12:27:18,618 - mmaction - INFO - Epoch [14][3420/3757] lr: 1.000e-02, eta: 23:42:12, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8086, loss_cls: 1.7138, loss: 1.7138, grad_norm: 5.1064 2020-07-25 12:27:30,831 - mmaction - INFO - Epoch [14][3440/3757] lr: 1.000e-02, eta: 23:41:59, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7891, loss_cls: 1.9095, loss: 1.9095, grad_norm: 5.3754 2020-07-25 12:27:42,891 - mmaction - INFO - Epoch [14][3460/3757] lr: 1.000e-02, eta: 23:41:45, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8109, loss_cls: 1.7687, loss: 1.7687, grad_norm: 5.0591 2020-07-25 12:27:55,011 - mmaction - INFO - Epoch [14][3480/3757] lr: 1.000e-02, eta: 23:41:31, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.8127, loss: 1.8127, grad_norm: 5.3608 2020-07-25 12:28:07,203 - mmaction - INFO - Epoch [14][3500/3757] lr: 1.000e-02, eta: 23:41:17, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7953, loss_cls: 1.8708, loss: 1.8708, grad_norm: 5.3687 2020-07-25 12:28:19,354 - mmaction - INFO - Epoch [14][3520/3757] lr: 1.000e-02, eta: 23:41:03, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7914, loss_cls: 1.8106, loss: 1.8106, grad_norm: 5.0603 2020-07-25 12:28:31,744 - mmaction - INFO - Epoch [14][3540/3757] lr: 1.000e-02, eta: 23:40:50, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8141, loss_cls: 1.7726, loss: 1.7726, grad_norm: 5.3052 2020-07-25 12:28:44,067 - mmaction - INFO - Epoch [14][3560/3757] lr: 1.000e-02, eta: 23:40:37, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8055, loss_cls: 1.7734, loss: 1.7734, grad_norm: 5.1452 2020-07-25 12:28:56,215 - mmaction - INFO - Epoch [14][3580/3757] lr: 1.000e-02, eta: 23:40:24, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7992, loss_cls: 1.8177, loss: 1.8177, grad_norm: 5.2645 2020-07-25 12:29:08,486 - mmaction - INFO - Epoch [14][3600/3757] lr: 1.000e-02, eta: 23:40:10, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5570, top5_acc: 0.7945, loss_cls: 1.8696, loss: 1.8696, grad_norm: 5.4329 2020-07-25 12:29:20,624 - mmaction - INFO - Epoch [14][3620/3757] lr: 1.000e-02, eta: 23:39:56, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5578, top5_acc: 0.8055, loss_cls: 1.7747, loss: 1.7747, grad_norm: 5.3330 2020-07-25 12:29:32,979 - mmaction - INFO - Epoch [14][3640/3757] lr: 1.000e-02, eta: 23:39:43, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.7214, loss: 1.7214, grad_norm: 5.2081 2020-07-25 12:29:45,045 - mmaction - INFO - Epoch [14][3660/3757] lr: 1.000e-02, eta: 23:39:29, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5781, top5_acc: 0.7992, loss_cls: 1.7762, loss: 1.7762, grad_norm: 5.1781 2020-07-25 12:29:57,407 - mmaction - INFO - Epoch [14][3680/3757] lr: 1.000e-02, eta: 23:39:16, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7867, loss_cls: 1.8755, loss: 1.8755, grad_norm: 5.4036 2020-07-25 12:30:09,472 - mmaction - INFO - Epoch [14][3700/3757] lr: 1.000e-02, eta: 23:39:02, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.5523, top5_acc: 0.8023, loss_cls: 1.7996, loss: 1.7996, grad_norm: 5.2226 2020-07-25 12:30:21,922 - mmaction - INFO - Epoch [14][3720/3757] lr: 1.000e-02, eta: 23:38:49, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8102, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.2670 2020-07-25 12:30:34,314 - mmaction - INFO - Epoch [14][3740/3757] lr: 1.000e-02, eta: 23:38:36, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8047, loss_cls: 1.8393, loss: 1.8393, grad_norm: 5.4061 2020-07-25 12:30:44,702 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-07-25 12:31:11,728 - mmaction - INFO - Epoch [15][20/3757] lr: 1.000e-02, eta: 23:38:21, time: 1.322, data_time: 0.709, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8023, loss_cls: 1.7926, loss: 1.7926, grad_norm: 5.2327 2020-07-25 12:31:23,707 - mmaction - INFO - Epoch [15][40/3757] lr: 1.000e-02, eta: 23:38:07, time: 0.599, data_time: 0.002, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8242, loss_cls: 1.7030, loss: 1.7030, grad_norm: 5.2960 2020-07-25 12:31:35,849 - mmaction - INFO - Epoch [15][60/3757] lr: 1.000e-02, eta: 23:37:53, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8195, loss_cls: 1.7012, loss: 1.7012, grad_norm: 5.2833 2020-07-25 12:31:47,976 - mmaction - INFO - Epoch [15][80/3757] lr: 1.000e-02, eta: 23:37:39, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8008, loss_cls: 1.7701, loss: 1.7701, grad_norm: 5.3217 2020-07-25 12:32:00,229 - mmaction - INFO - Epoch [15][100/3757] lr: 1.000e-02, eta: 23:37:26, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8320, loss_cls: 1.6765, loss: 1.6765, grad_norm: 5.2076 2020-07-25 12:32:12,305 - mmaction - INFO - Epoch [15][120/3757] lr: 1.000e-02, eta: 23:37:12, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8273, loss_cls: 1.7258, loss: 1.7258, grad_norm: 5.3711 2020-07-25 12:32:24,652 - mmaction - INFO - Epoch [15][140/3757] lr: 1.000e-02, eta: 23:36:59, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7188, loss: 1.7188, grad_norm: 5.4085 2020-07-25 12:32:36,957 - mmaction - INFO - Epoch [15][160/3757] lr: 1.000e-02, eta: 23:36:46, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5648, top5_acc: 0.7969, loss_cls: 1.8399, loss: 1.8399, grad_norm: 5.3637 2020-07-25 12:32:49,247 - mmaction - INFO - Epoch [15][180/3757] lr: 1.000e-02, eta: 23:36:32, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8273, loss_cls: 1.6566, loss: 1.6566, grad_norm: 5.0664 2020-07-25 12:33:01,481 - mmaction - INFO - Epoch [15][200/3757] lr: 1.000e-02, eta: 23:36:19, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5617, top5_acc: 0.8039, loss_cls: 1.7822, loss: 1.7822, grad_norm: 5.2899 2020-07-25 12:33:13,721 - mmaction - INFO - Epoch [15][220/3757] lr: 1.000e-02, eta: 23:36:05, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7325, loss: 1.7325, grad_norm: 5.2532 2020-07-25 12:33:26,014 - mmaction - INFO - Epoch [15][240/3757] lr: 1.000e-02, eta: 23:35:52, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8133, loss_cls: 1.7360, loss: 1.7360, grad_norm: 5.2244 2020-07-25 12:33:38,320 - mmaction - INFO - Epoch [15][260/3757] lr: 1.000e-02, eta: 23:35:38, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8070, loss_cls: 1.7021, loss: 1.7021, grad_norm: 5.1653 2020-07-25 12:33:50,440 - mmaction - INFO - Epoch [15][280/3757] lr: 1.000e-02, eta: 23:35:25, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8313, loss_cls: 1.6214, loss: 1.6214, grad_norm: 5.0404 2020-07-25 12:34:02,818 - mmaction - INFO - Epoch [15][300/3757] lr: 1.000e-02, eta: 23:35:11, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7859, loss_cls: 1.8173, loss: 1.8173, grad_norm: 5.3386 2020-07-25 12:34:14,970 - mmaction - INFO - Epoch [15][320/3757] lr: 1.000e-02, eta: 23:34:58, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8320, loss_cls: 1.6070, loss: 1.6070, grad_norm: 5.3257 2020-07-25 12:34:27,349 - mmaction - INFO - Epoch [15][340/3757] lr: 1.000e-02, eta: 23:34:45, time: 0.618, data_time: 0.005, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8250, loss_cls: 1.6385, loss: 1.6385, grad_norm: 5.2353 2020-07-25 12:34:39,479 - mmaction - INFO - Epoch [15][360/3757] lr: 1.000e-02, eta: 23:34:31, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8180, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.2718 2020-07-25 12:34:51,621 - mmaction - INFO - Epoch [15][380/3757] lr: 1.000e-02, eta: 23:34:17, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8180, loss_cls: 1.6932, loss: 1.6932, grad_norm: 5.2237 2020-07-25 12:35:03,812 - mmaction - INFO - Epoch [15][400/3757] lr: 1.000e-02, eta: 23:34:04, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.7271, loss: 1.7271, grad_norm: 5.3224 2020-07-25 12:35:15,913 - mmaction - INFO - Epoch [15][420/3757] lr: 1.000e-02, eta: 23:33:50, time: 0.605, data_time: 0.002, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8055, loss_cls: 1.7608, loss: 1.7608, grad_norm: 5.2884 2020-07-25 12:35:28,071 - mmaction - INFO - Epoch [15][440/3757] lr: 1.000e-02, eta: 23:33:36, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8180, loss_cls: 1.7272, loss: 1.7272, grad_norm: 5.3281 2020-07-25 12:35:40,415 - mmaction - INFO - Epoch [15][460/3757] lr: 1.000e-02, eta: 23:33:23, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7810, loss: 1.7810, grad_norm: 5.4673 2020-07-25 12:35:52,598 - mmaction - INFO - Epoch [15][480/3757] lr: 1.000e-02, eta: 23:33:10, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8039, loss_cls: 1.7491, loss: 1.7491, grad_norm: 5.3859 2020-07-25 12:36:04,874 - mmaction - INFO - Epoch [15][500/3757] lr: 1.000e-02, eta: 23:32:56, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7002, loss: 1.7002, grad_norm: 5.2574 2020-07-25 12:36:17,107 - mmaction - INFO - Epoch [15][520/3757] lr: 1.000e-02, eta: 23:32:43, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.6989, loss: 1.6989, grad_norm: 5.1856 2020-07-25 12:36:29,390 - mmaction - INFO - Epoch [15][540/3757] lr: 1.000e-02, eta: 23:32:29, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8008, loss_cls: 1.8140, loss: 1.8140, grad_norm: 5.4113 2020-07-25 12:36:41,607 - mmaction - INFO - Epoch [15][560/3757] lr: 1.000e-02, eta: 23:32:16, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8211, loss_cls: 1.6880, loss: 1.6880, grad_norm: 5.3911 2020-07-25 12:36:53,939 - mmaction - INFO - Epoch [15][580/3757] lr: 1.000e-02, eta: 23:32:02, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8086, loss_cls: 1.7158, loss: 1.7158, grad_norm: 5.2568 2020-07-25 12:37:06,061 - mmaction - INFO - Epoch [15][600/3757] lr: 1.000e-02, eta: 23:31:49, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8070, loss_cls: 1.7502, loss: 1.7502, grad_norm: 5.1982 2020-07-25 12:37:18,202 - mmaction - INFO - Epoch [15][620/3757] lr: 1.000e-02, eta: 23:31:35, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.5930, top5_acc: 0.7937, loss_cls: 1.7185, loss: 1.7185, grad_norm: 5.2719 2020-07-25 12:37:30,330 - mmaction - INFO - Epoch [15][640/3757] lr: 1.000e-02, eta: 23:31:22, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8055, loss_cls: 1.7328, loss: 1.7328, grad_norm: 5.1917 2020-07-25 12:37:42,667 - mmaction - INFO - Epoch [15][660/3757] lr: 1.000e-02, eta: 23:31:08, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.4689 2020-07-25 12:37:54,868 - mmaction - INFO - Epoch [15][680/3757] lr: 1.000e-02, eta: 23:30:55, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8086, loss_cls: 1.6843, loss: 1.6843, grad_norm: 5.0961 2020-07-25 12:38:07,053 - mmaction - INFO - Epoch [15][700/3757] lr: 1.000e-02, eta: 23:30:41, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.5734, top5_acc: 0.7867, loss_cls: 1.8014, loss: 1.8014, grad_norm: 5.2631 2020-07-25 12:38:19,220 - mmaction - INFO - Epoch [15][720/3757] lr: 1.000e-02, eta: 23:30:28, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8203, loss_cls: 1.6615, loss: 1.6615, grad_norm: 5.2062 2020-07-25 12:38:31,530 - mmaction - INFO - Epoch [15][740/3757] lr: 1.000e-02, eta: 23:30:14, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7270, loss: 1.7270, grad_norm: 5.1680 2020-07-25 12:38:43,803 - mmaction - INFO - Epoch [15][760/3757] lr: 1.000e-02, eta: 23:30:01, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8047, loss_cls: 1.6971, loss: 1.6971, grad_norm: 5.1393 2020-07-25 12:38:56,190 - mmaction - INFO - Epoch [15][780/3757] lr: 1.000e-02, eta: 23:29:48, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.7494, loss: 1.7494, grad_norm: 5.6210 2020-07-25 12:39:08,325 - mmaction - INFO - Epoch [15][800/3757] lr: 1.000e-02, eta: 23:29:34, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8289, loss_cls: 1.7411, loss: 1.7411, grad_norm: 5.5093 2020-07-25 12:39:20,627 - mmaction - INFO - Epoch [15][820/3757] lr: 1.000e-02, eta: 23:29:21, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8109, loss_cls: 1.7659, loss: 1.7659, grad_norm: 5.4680 2020-07-25 12:39:32,841 - mmaction - INFO - Epoch [15][840/3757] lr: 1.000e-02, eta: 23:29:07, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7852, loss_cls: 1.8755, loss: 1.8755, grad_norm: 5.6718 2020-07-25 12:39:45,156 - mmaction - INFO - Epoch [15][860/3757] lr: 1.000e-02, eta: 23:28:54, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8086, loss_cls: 1.7317, loss: 1.7317, grad_norm: 5.2568 2020-07-25 12:39:57,288 - mmaction - INFO - Epoch [15][880/3757] lr: 1.000e-02, eta: 23:28:40, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7883, loss_cls: 1.8113, loss: 1.8113, grad_norm: 5.3661 2020-07-25 12:40:09,714 - mmaction - INFO - Epoch [15][900/3757] lr: 1.000e-02, eta: 23:28:27, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8266, loss_cls: 1.7288, loss: 1.7288, grad_norm: 5.2376 2020-07-25 12:40:21,844 - mmaction - INFO - Epoch [15][920/3757] lr: 1.000e-02, eta: 23:28:14, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8078, loss_cls: 1.7916, loss: 1.7916, grad_norm: 5.3255 2020-07-25 12:40:34,217 - mmaction - INFO - Epoch [15][940/3757] lr: 1.000e-02, eta: 23:28:00, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.7224, loss: 1.7224, grad_norm: 5.3178 2020-07-25 12:40:46,299 - mmaction - INFO - Epoch [15][960/3757] lr: 1.000e-02, eta: 23:27:47, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8156, loss_cls: 1.6758, loss: 1.6758, grad_norm: 5.3435 2020-07-25 12:40:58,730 - mmaction - INFO - Epoch [15][980/3757] lr: 1.000e-02, eta: 23:27:34, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8039, loss_cls: 1.7682, loss: 1.7682, grad_norm: 5.3189 2020-07-25 12:41:10,833 - mmaction - INFO - Epoch [15][1000/3757] lr: 1.000e-02, eta: 23:27:20, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8016, loss_cls: 1.8253, loss: 1.8253, grad_norm: 5.3144 2020-07-25 12:41:23,161 - mmaction - INFO - Epoch [15][1020/3757] lr: 1.000e-02, eta: 23:27:07, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.7977, loss_cls: 1.7443, loss: 1.7443, grad_norm: 5.0728 2020-07-25 12:41:35,342 - mmaction - INFO - Epoch [15][1040/3757] lr: 1.000e-02, eta: 23:26:53, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7758, loss_cls: 1.8520, loss: 1.8520, grad_norm: 5.4682 2020-07-25 12:41:47,653 - mmaction - INFO - Epoch [15][1060/3757] lr: 1.000e-02, eta: 23:26:40, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8055, loss_cls: 1.7872, loss: 1.7872, grad_norm: 5.4037 2020-07-25 12:41:59,868 - mmaction - INFO - Epoch [15][1080/3757] lr: 1.000e-02, eta: 23:26:27, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5633, top5_acc: 0.8063, loss_cls: 1.7556, loss: 1.7556, grad_norm: 5.1702 2020-07-25 12:42:12,085 - mmaction - INFO - Epoch [15][1100/3757] lr: 1.000e-02, eta: 23:26:13, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7559, loss: 1.7559, grad_norm: 5.2774 2020-07-25 12:42:24,122 - mmaction - INFO - Epoch [15][1120/3757] lr: 1.000e-02, eta: 23:25:59, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8313, loss_cls: 1.6928, loss: 1.6928, grad_norm: 5.1733 2020-07-25 12:42:36,444 - mmaction - INFO - Epoch [15][1140/3757] lr: 1.000e-02, eta: 23:25:46, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5586, top5_acc: 0.8039, loss_cls: 1.8211, loss: 1.8211, grad_norm: 5.5067 2020-07-25 12:42:48,606 - mmaction - INFO - Epoch [15][1160/3757] lr: 1.000e-02, eta: 23:25:32, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8172, loss_cls: 1.7091, loss: 1.7091, grad_norm: 5.1328 2020-07-25 12:43:00,893 - mmaction - INFO - Epoch [15][1180/3757] lr: 1.000e-02, eta: 23:25:19, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.8695, loss: 1.8695, grad_norm: 5.2850 2020-07-25 12:43:13,058 - mmaction - INFO - Epoch [15][1200/3757] lr: 1.000e-02, eta: 23:25:05, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8195, loss_cls: 1.6880, loss: 1.6880, grad_norm: 5.1831 2020-07-25 12:43:25,324 - mmaction - INFO - Epoch [15][1220/3757] lr: 1.000e-02, eta: 23:24:52, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8211, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.2197 2020-07-25 12:43:37,541 - mmaction - INFO - Epoch [15][1240/3757] lr: 1.000e-02, eta: 23:24:39, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7898, loss_cls: 1.8315, loss: 1.8315, grad_norm: 5.2643 2020-07-25 12:43:49,853 - mmaction - INFO - Epoch [15][1260/3757] lr: 1.000e-02, eta: 23:24:25, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8172, loss_cls: 1.7255, loss: 1.7255, grad_norm: 5.2286 2020-07-25 12:44:01,976 - mmaction - INFO - Epoch [15][1280/3757] lr: 1.000e-02, eta: 23:24:12, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8156, loss_cls: 1.7076, loss: 1.7076, grad_norm: 5.2391 2020-07-25 12:44:14,175 - mmaction - INFO - Epoch [15][1300/3757] lr: 1.000e-02, eta: 23:23:58, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8117, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.1862 2020-07-25 12:44:26,315 - mmaction - INFO - Epoch [15][1320/3757] lr: 1.000e-02, eta: 23:23:44, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8133, loss_cls: 1.7241, loss: 1.7241, grad_norm: 5.2923 2020-07-25 12:44:38,683 - mmaction - INFO - Epoch [15][1340/3757] lr: 1.000e-02, eta: 23:23:31, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8055, loss_cls: 1.7430, loss: 1.7430, grad_norm: 5.1473 2020-07-25 12:44:50,717 - mmaction - INFO - Epoch [15][1360/3757] lr: 1.000e-02, eta: 23:23:17, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8086, loss_cls: 1.6856, loss: 1.6856, grad_norm: 5.0593 2020-07-25 12:45:02,891 - mmaction - INFO - Epoch [15][1380/3757] lr: 1.000e-02, eta: 23:23:04, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.7617, loss: 1.7617, grad_norm: 5.3143 2020-07-25 12:45:15,027 - mmaction - INFO - Epoch [15][1400/3757] lr: 1.000e-02, eta: 23:22:50, time: 0.607, data_time: 0.002, memory: 7079, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7481, loss: 1.7481, grad_norm: 5.4799 2020-07-25 12:45:27,427 - mmaction - INFO - Epoch [15][1420/3757] lr: 1.000e-02, eta: 23:22:37, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7906, loss_cls: 1.8867, loss: 1.8867, grad_norm: 5.4377 2020-07-25 12:45:39,619 - mmaction - INFO - Epoch [15][1440/3757] lr: 1.000e-02, eta: 23:22:24, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7969, loss_cls: 1.7830, loss: 1.7830, grad_norm: 5.3523 2020-07-25 12:45:51,906 - mmaction - INFO - Epoch [15][1460/3757] lr: 1.000e-02, eta: 23:22:10, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8148, loss_cls: 1.6832, loss: 1.6832, grad_norm: 5.0380 2020-07-25 12:46:04,286 - mmaction - INFO - Epoch [15][1480/3757] lr: 1.000e-02, eta: 23:21:57, time: 0.622, data_time: 0.006, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8148, loss_cls: 1.7174, loss: 1.7174, grad_norm: 5.2994 2020-07-25 12:46:16,476 - mmaction - INFO - Epoch [15][1500/3757] lr: 1.000e-02, eta: 23:21:44, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8320, loss_cls: 1.6767, loss: 1.6767, grad_norm: 5.2158 2020-07-25 12:46:28,679 - mmaction - INFO - Epoch [15][1520/3757] lr: 1.000e-02, eta: 23:21:30, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8078, loss_cls: 1.7546, loss: 1.7546, grad_norm: 5.5084 2020-07-25 12:46:41,051 - mmaction - INFO - Epoch [15][1540/3757] lr: 1.000e-02, eta: 23:21:17, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8008, loss_cls: 1.7649, loss: 1.7649, grad_norm: 5.4748 2020-07-25 12:46:53,288 - mmaction - INFO - Epoch [15][1560/3757] lr: 1.000e-02, eta: 23:21:04, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8047, loss_cls: 1.8362, loss: 1.8362, grad_norm: 5.3917 2020-07-25 12:47:05,585 - mmaction - INFO - Epoch [15][1580/3757] lr: 1.000e-02, eta: 23:20:50, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7875, loss_cls: 1.8352, loss: 1.8352, grad_norm: 5.3574 2020-07-25 12:47:17,755 - mmaction - INFO - Epoch [15][1600/3757] lr: 1.000e-02, eta: 23:20:37, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8039, loss_cls: 1.7207, loss: 1.7207, grad_norm: 5.1346 2020-07-25 12:47:30,087 - mmaction - INFO - Epoch [15][1620/3757] lr: 1.000e-02, eta: 23:20:24, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8234, loss_cls: 1.7019, loss: 1.7019, grad_norm: 5.2068 2020-07-25 12:47:42,213 - mmaction - INFO - Epoch [15][1640/3757] lr: 1.000e-02, eta: 23:20:10, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8172, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.0969 2020-07-25 12:47:54,540 - mmaction - INFO - Epoch [15][1660/3757] lr: 1.000e-02, eta: 23:19:57, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8055, loss_cls: 1.8096, loss: 1.8096, grad_norm: 5.2502 2020-07-25 12:48:06,629 - mmaction - INFO - Epoch [15][1680/3757] lr: 1.000e-02, eta: 23:19:43, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5711, top5_acc: 0.7945, loss_cls: 1.7977, loss: 1.7977, grad_norm: 5.3432 2020-07-25 12:48:18,886 - mmaction - INFO - Epoch [15][1700/3757] lr: 1.000e-02, eta: 23:19:30, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8172, loss_cls: 1.7273, loss: 1.7273, grad_norm: 5.2891 2020-07-25 12:48:31,083 - mmaction - INFO - Epoch [15][1720/3757] lr: 1.000e-02, eta: 23:19:16, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8078, loss_cls: 1.7764, loss: 1.7764, grad_norm: 5.3764 2020-07-25 12:48:43,502 - mmaction - INFO - Epoch [15][1740/3757] lr: 1.000e-02, eta: 23:19:03, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8242, loss_cls: 1.7116, loss: 1.7116, grad_norm: 5.2506 2020-07-25 12:48:55,698 - mmaction - INFO - Epoch [15][1760/3757] lr: 1.000e-02, eta: 23:18:50, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7468, loss: 1.7468, grad_norm: 5.1655 2020-07-25 12:49:08,075 - mmaction - INFO - Epoch [15][1780/3757] lr: 1.000e-02, eta: 23:18:36, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8086, loss_cls: 1.7257, loss: 1.7257, grad_norm: 5.2640 2020-07-25 12:49:20,163 - mmaction - INFO - Epoch [15][1800/3757] lr: 1.000e-02, eta: 23:18:23, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8031, loss_cls: 1.7712, loss: 1.7712, grad_norm: 5.1430 2020-07-25 12:49:32,547 - mmaction - INFO - Epoch [15][1820/3757] lr: 1.000e-02, eta: 23:18:10, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8227, loss_cls: 1.6847, loss: 1.6847, grad_norm: 5.1353 2020-07-25 12:49:44,783 - mmaction - INFO - Epoch [15][1840/3757] lr: 1.000e-02, eta: 23:17:57, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7961, loss_cls: 1.7890, loss: 1.7890, grad_norm: 5.2142 2020-07-25 12:49:57,143 - mmaction - INFO - Epoch [15][1860/3757] lr: 1.000e-02, eta: 23:17:43, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5766, top5_acc: 0.7969, loss_cls: 1.8011, loss: 1.8011, grad_norm: 5.2841 2020-07-25 12:50:09,309 - mmaction - INFO - Epoch [15][1880/3757] lr: 1.000e-02, eta: 23:17:30, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8047, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.0575 2020-07-25 12:50:21,788 - mmaction - INFO - Epoch [15][1900/3757] lr: 1.000e-02, eta: 23:17:17, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6981, loss: 1.6981, grad_norm: 5.2167 2020-07-25 12:50:34,059 - mmaction - INFO - Epoch [15][1920/3757] lr: 1.000e-02, eta: 23:17:04, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8109, loss_cls: 1.7500, loss: 1.7500, grad_norm: 5.4729 2020-07-25 12:50:46,503 - mmaction - INFO - Epoch [15][1940/3757] lr: 1.000e-02, eta: 23:16:51, time: 0.623, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8344, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.3392 2020-07-25 12:50:58,841 - mmaction - INFO - Epoch [15][1960/3757] lr: 1.000e-02, eta: 23:16:37, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8117, loss_cls: 1.7875, loss: 1.7875, grad_norm: 5.4370 2020-07-25 12:51:11,098 - mmaction - INFO - Epoch [15][1980/3757] lr: 1.000e-02, eta: 23:16:24, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8203, loss_cls: 1.6834, loss: 1.6834, grad_norm: 5.3359 2020-07-25 12:51:23,333 - mmaction - INFO - Epoch [15][2000/3757] lr: 1.000e-02, eta: 23:16:11, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8187, loss_cls: 1.7278, loss: 1.7278, grad_norm: 5.4806 2020-07-25 12:51:35,572 - mmaction - INFO - Epoch [15][2020/3757] lr: 1.000e-02, eta: 23:15:58, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.7609, loss: 1.7609, grad_norm: 5.3354 2020-07-25 12:51:47,761 - mmaction - INFO - Epoch [15][2040/3757] lr: 1.000e-02, eta: 23:15:44, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5570, top5_acc: 0.8063, loss_cls: 1.8632, loss: 1.8632, grad_norm: 5.2983 2020-07-25 12:51:59,936 - mmaction - INFO - Epoch [15][2060/3757] lr: 1.000e-02, eta: 23:15:30, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8203, loss_cls: 1.7051, loss: 1.7051, grad_norm: 5.2918 2020-07-25 12:52:12,062 - mmaction - INFO - Epoch [15][2080/3757] lr: 1.000e-02, eta: 23:15:17, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7984, loss_cls: 1.8001, loss: 1.8001, grad_norm: 5.4182 2020-07-25 12:52:24,270 - mmaction - INFO - Epoch [15][2100/3757] lr: 1.000e-02, eta: 23:15:03, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8102, loss_cls: 1.7892, loss: 1.7892, grad_norm: 5.3017 2020-07-25 12:52:36,519 - mmaction - INFO - Epoch [15][2120/3757] lr: 1.000e-02, eta: 23:14:50, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7961, loss_cls: 1.8209, loss: 1.8209, grad_norm: 5.4170 2020-07-25 12:52:48,757 - mmaction - INFO - Epoch [15][2140/3757] lr: 1.000e-02, eta: 23:14:37, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8156, loss_cls: 1.6661, loss: 1.6661, grad_norm: 5.2073 2020-07-25 12:53:00,945 - mmaction - INFO - Epoch [15][2160/3757] lr: 1.000e-02, eta: 23:14:23, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8125, loss_cls: 1.7640, loss: 1.7640, grad_norm: 5.3504 2020-07-25 12:53:13,131 - mmaction - INFO - Epoch [15][2180/3757] lr: 1.000e-02, eta: 23:14:10, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8086, loss_cls: 1.7079, loss: 1.7079, grad_norm: 5.3135 2020-07-25 12:53:25,431 - mmaction - INFO - Epoch [15][2200/3757] lr: 1.000e-02, eta: 23:13:56, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8070, loss_cls: 1.7006, loss: 1.7006, grad_norm: 5.3589 2020-07-25 12:53:37,500 - mmaction - INFO - Epoch [15][2220/3757] lr: 1.000e-02, eta: 23:13:43, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8164, loss_cls: 1.7660, loss: 1.7660, grad_norm: 5.4426 2020-07-25 12:53:49,671 - mmaction - INFO - Epoch [15][2240/3757] lr: 1.000e-02, eta: 23:13:29, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.8949, loss: 1.8949, grad_norm: 5.4353 2020-07-25 12:54:01,937 - mmaction - INFO - Epoch [15][2260/3757] lr: 1.000e-02, eta: 23:13:16, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7859, loss_cls: 1.8779, loss: 1.8779, grad_norm: 5.4920 2020-07-25 12:54:14,287 - mmaction - INFO - Epoch [15][2280/3757] lr: 1.000e-02, eta: 23:13:02, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5633, top5_acc: 0.7977, loss_cls: 1.7664, loss: 1.7664, grad_norm: 5.2202 2020-07-25 12:54:26,306 - mmaction - INFO - Epoch [15][2300/3757] lr: 1.000e-02, eta: 23:12:49, time: 0.606, data_time: 0.009, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8242, loss_cls: 1.6927, loss: 1.6927, grad_norm: 5.2288 2020-07-25 12:54:38,671 - mmaction - INFO - Epoch [15][2320/3757] lr: 1.000e-02, eta: 23:12:35, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8109, loss_cls: 1.7834, loss: 1.7834, grad_norm: 5.4670 2020-07-25 12:54:50,757 - mmaction - INFO - Epoch [15][2340/3757] lr: 1.000e-02, eta: 23:12:22, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8203, loss_cls: 1.6739, loss: 1.6739, grad_norm: 5.0603 2020-07-25 12:55:03,038 - mmaction - INFO - Epoch [15][2360/3757] lr: 1.000e-02, eta: 23:12:09, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8070, loss_cls: 1.7837, loss: 1.7837, grad_norm: 5.4663 2020-07-25 12:55:15,282 - mmaction - INFO - Epoch [15][2380/3757] lr: 1.000e-02, eta: 23:11:55, time: 0.611, data_time: 0.002, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7820, loss_cls: 1.8633, loss: 1.8633, grad_norm: 5.5226 2020-07-25 12:55:27,644 - mmaction - INFO - Epoch [15][2400/3757] lr: 1.000e-02, eta: 23:11:42, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8055, loss_cls: 1.7648, loss: 1.7648, grad_norm: 5.3047 2020-07-25 12:55:39,969 - mmaction - INFO - Epoch [15][2420/3757] lr: 1.000e-02, eta: 23:11:29, time: 0.617, data_time: 0.004, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.3498 2020-07-25 12:55:52,275 - mmaction - INFO - Epoch [15][2440/3757] lr: 1.000e-02, eta: 23:11:16, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7828, loss_cls: 1.8051, loss: 1.8051, grad_norm: 5.3079 2020-07-25 12:56:04,433 - mmaction - INFO - Epoch [15][2460/3757] lr: 1.000e-02, eta: 23:11:02, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.7007, loss: 1.7007, grad_norm: 5.0628 2020-07-25 12:56:16,706 - mmaction - INFO - Epoch [15][2480/3757] lr: 1.000e-02, eta: 23:10:49, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5633, top5_acc: 0.7977, loss_cls: 1.7904, loss: 1.7904, grad_norm: 5.4334 2020-07-25 12:56:28,711 - mmaction - INFO - Epoch [15][2500/3757] lr: 1.000e-02, eta: 23:10:35, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.7185, loss: 1.7185, grad_norm: 5.1364 2020-07-25 12:56:40,915 - mmaction - INFO - Epoch [15][2520/3757] lr: 1.000e-02, eta: 23:10:21, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.7874, loss: 1.7874, grad_norm: 5.2905 2020-07-25 12:56:53,117 - mmaction - INFO - Epoch [15][2540/3757] lr: 1.000e-02, eta: 23:10:08, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8258, loss_cls: 1.6754, loss: 1.6754, grad_norm: 5.2904 2020-07-25 12:57:05,341 - mmaction - INFO - Epoch [15][2560/3757] lr: 1.000e-02, eta: 23:09:55, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8234, loss_cls: 1.7003, loss: 1.7003, grad_norm: 5.1839 2020-07-25 12:57:17,435 - mmaction - INFO - Epoch [15][2580/3757] lr: 1.000e-02, eta: 23:09:41, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8070, loss_cls: 1.7401, loss: 1.7401, grad_norm: 5.2815 2020-07-25 12:57:29,712 - mmaction - INFO - Epoch [15][2600/3757] lr: 1.000e-02, eta: 23:09:28, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.6721, loss: 1.6721, grad_norm: 5.2491 2020-07-25 12:57:41,759 - mmaction - INFO - Epoch [15][2620/3757] lr: 1.000e-02, eta: 23:09:14, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7483, loss: 1.7483, grad_norm: 5.3886 2020-07-25 12:57:54,004 - mmaction - INFO - Epoch [15][2640/3757] lr: 1.000e-02, eta: 23:09:00, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8047, loss_cls: 1.7774, loss: 1.7774, grad_norm: 5.2625 2020-07-25 12:58:06,101 - mmaction - INFO - Epoch [15][2660/3757] lr: 1.000e-02, eta: 23:08:47, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.7949, loss: 1.7949, grad_norm: 5.2489 2020-07-25 12:58:18,473 - mmaction - INFO - Epoch [15][2680/3757] lr: 1.000e-02, eta: 23:08:34, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7922, loss_cls: 1.8247, loss: 1.8247, grad_norm: 5.4422 2020-07-25 12:58:30,627 - mmaction - INFO - Epoch [15][2700/3757] lr: 1.000e-02, eta: 23:08:20, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5594, top5_acc: 0.8047, loss_cls: 1.8098, loss: 1.8098, grad_norm: 5.3955 2020-07-25 12:58:42,964 - mmaction - INFO - Epoch [15][2720/3757] lr: 1.000e-02, eta: 23:08:07, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8078, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.1638 2020-07-25 12:58:55,083 - mmaction - INFO - Epoch [15][2740/3757] lr: 1.000e-02, eta: 23:07:53, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8297, loss_cls: 1.5587, loss: 1.5587, grad_norm: 4.9014 2020-07-25 12:59:07,357 - mmaction - INFO - Epoch [15][2760/3757] lr: 1.000e-02, eta: 23:07:40, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8109, loss_cls: 1.7225, loss: 1.7225, grad_norm: 5.1579 2020-07-25 12:59:19,414 - mmaction - INFO - Epoch [15][2780/3757] lr: 1.000e-02, eta: 23:07:26, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.7245, loss: 1.7245, grad_norm: 5.2842 2020-07-25 12:59:31,598 - mmaction - INFO - Epoch [15][2800/3757] lr: 1.000e-02, eta: 23:07:13, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7969, loss_cls: 1.8163, loss: 1.8163, grad_norm: 5.3780 2020-07-25 12:59:43,722 - mmaction - INFO - Epoch [15][2820/3757] lr: 1.000e-02, eta: 23:06:59, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8023, loss_cls: 1.7921, loss: 1.7921, grad_norm: 5.2990 2020-07-25 12:59:55,903 - mmaction - INFO - Epoch [15][2840/3757] lr: 1.000e-02, eta: 23:06:46, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8172, loss_cls: 1.7716, loss: 1.7716, grad_norm: 5.2559 2020-07-25 13:00:09,962 - mmaction - INFO - Epoch [15][2860/3757] lr: 1.000e-02, eta: 23:06:36, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8187, loss_cls: 1.7233, loss: 1.7233, grad_norm: 5.1537 2020-07-25 13:00:22,245 - mmaction - INFO - Epoch [15][2880/3757] lr: 1.000e-02, eta: 23:06:23, time: 0.623, data_time: 0.021, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8187, loss_cls: 1.6669, loss: 1.6669, grad_norm: 5.1512 2020-07-25 13:00:34,387 - mmaction - INFO - Epoch [15][2900/3757] lr: 1.000e-02, eta: 23:06:10, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8156, loss_cls: 1.7230, loss: 1.7230, grad_norm: 5.2738 2020-07-25 13:00:46,519 - mmaction - INFO - Epoch [15][2920/3757] lr: 1.000e-02, eta: 23:05:56, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8133, loss_cls: 1.7472, loss: 1.7472, grad_norm: 5.3946 2020-07-25 13:00:58,852 - mmaction - INFO - Epoch [15][2940/3757] lr: 1.000e-02, eta: 23:05:43, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5461, top5_acc: 0.8094, loss_cls: 1.8466, loss: 1.8466, grad_norm: 5.5608 2020-07-25 13:01:11,023 - mmaction - INFO - Epoch [15][2960/3757] lr: 1.000e-02, eta: 23:05:30, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5477, top5_acc: 0.7937, loss_cls: 1.8493, loss: 1.8493, grad_norm: 5.4434 2020-07-25 13:01:23,183 - mmaction - INFO - Epoch [15][2980/3757] lr: 1.000e-02, eta: 23:05:16, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8016, loss_cls: 1.8166, loss: 1.8166, grad_norm: 5.3565 2020-07-25 13:01:35,337 - mmaction - INFO - Epoch [15][3000/3757] lr: 1.000e-02, eta: 23:05:03, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8180, loss_cls: 1.7371, loss: 1.7371, grad_norm: 5.3121 2020-07-25 13:01:47,625 - mmaction - INFO - Epoch [15][3020/3757] lr: 1.000e-02, eta: 23:04:49, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5805, top5_acc: 0.7977, loss_cls: 1.7803, loss: 1.7803, grad_norm: 5.3849 2020-07-25 13:01:59,697 - mmaction - INFO - Epoch [15][3040/3757] lr: 1.000e-02, eta: 23:04:36, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8172, loss_cls: 1.7029, loss: 1.7029, grad_norm: 5.1757 2020-07-25 13:02:12,056 - mmaction - INFO - Epoch [15][3060/3757] lr: 1.000e-02, eta: 23:04:22, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8023, loss_cls: 1.8290, loss: 1.8290, grad_norm: 5.5416 2020-07-25 13:02:24,211 - mmaction - INFO - Epoch [15][3080/3757] lr: 1.000e-02, eta: 23:04:09, time: 0.615, data_time: 0.010, memory: 7079, top1_acc: 0.5672, top5_acc: 0.7891, loss_cls: 1.7790, loss: 1.7790, grad_norm: 5.3689 2020-07-25 13:02:36,440 - mmaction - INFO - Epoch [15][3100/3757] lr: 1.000e-02, eta: 23:03:56, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.8877, loss: 1.8877, grad_norm: 5.4928 2020-07-25 13:02:48,547 - mmaction - INFO - Epoch [15][3120/3757] lr: 1.000e-02, eta: 23:03:42, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8078, loss_cls: 1.7674, loss: 1.7674, grad_norm: 5.0277 2020-07-25 13:03:00,720 - mmaction - INFO - Epoch [15][3140/3757] lr: 1.000e-02, eta: 23:03:28, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5805, top5_acc: 0.7906, loss_cls: 1.8038, loss: 1.8038, grad_norm: 5.1774 2020-07-25 13:03:13,015 - mmaction - INFO - Epoch [15][3160/3757] lr: 1.000e-02, eta: 23:03:15, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5422, top5_acc: 0.7891, loss_cls: 1.8928, loss: 1.8928, grad_norm: 5.3690 2020-07-25 13:03:25,228 - mmaction - INFO - Epoch [15][3180/3757] lr: 1.000e-02, eta: 23:03:02, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7408, loss: 1.7408, grad_norm: 5.2821 2020-07-25 13:03:37,567 - mmaction - INFO - Epoch [15][3200/3757] lr: 1.000e-02, eta: 23:02:49, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7613, loss: 1.7613, grad_norm: 5.3253 2020-07-25 13:03:49,750 - mmaction - INFO - Epoch [15][3220/3757] lr: 1.000e-02, eta: 23:02:35, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8225, loss: 1.8225, grad_norm: 5.2596 2020-07-25 13:04:02,112 - mmaction - INFO - Epoch [15][3240/3757] lr: 1.000e-02, eta: 23:02:22, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7633, loss: 1.7633, grad_norm: 5.2547 2020-07-25 13:04:14,333 - mmaction - INFO - Epoch [15][3260/3757] lr: 1.000e-02, eta: 23:02:09, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8242, loss_cls: 1.7829, loss: 1.7829, grad_norm: 5.2759 2020-07-25 13:04:26,583 - mmaction - INFO - Epoch [15][3280/3757] lr: 1.000e-02, eta: 23:01:55, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8063, loss_cls: 1.8260, loss: 1.8260, grad_norm: 5.4291 2020-07-25 13:04:38,691 - mmaction - INFO - Epoch [15][3300/3757] lr: 1.000e-02, eta: 23:01:42, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7961, loss_cls: 1.7925, loss: 1.7925, grad_norm: 5.1562 2020-07-25 13:04:51,441 - mmaction - INFO - Epoch [15][3320/3757] lr: 1.000e-02, eta: 23:01:30, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8102, loss_cls: 1.7836, loss: 1.7836, grad_norm: 5.3645 2020-07-25 13:05:03,469 - mmaction - INFO - Epoch [15][3340/3757] lr: 1.000e-02, eta: 23:01:16, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.5570, top5_acc: 0.7945, loss_cls: 1.8668, loss: 1.8668, grad_norm: 5.2982 2020-07-25 13:05:15,595 - mmaction - INFO - Epoch [15][3360/3757] lr: 1.000e-02, eta: 23:01:02, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.5516, top5_acc: 0.8023, loss_cls: 1.8353, loss: 1.8353, grad_norm: 5.2938 2020-07-25 13:05:27,859 - mmaction - INFO - Epoch [15][3380/3757] lr: 1.000e-02, eta: 23:00:49, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8016, loss_cls: 1.7904, loss: 1.7904, grad_norm: 5.3504 2020-07-25 13:05:40,111 - mmaction - INFO - Epoch [15][3400/3757] lr: 1.000e-02, eta: 23:00:36, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5828, top5_acc: 0.7977, loss_cls: 1.7591, loss: 1.7591, grad_norm: 5.0969 2020-07-25 13:05:52,914 - mmaction - INFO - Epoch [15][3420/3757] lr: 1.000e-02, eta: 23:00:24, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8336, loss_cls: 1.6467, loss: 1.6467, grad_norm: 5.1831 2020-07-25 13:06:05,248 - mmaction - INFO - Epoch [15][3440/3757] lr: 1.000e-02, eta: 23:00:11, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8187, loss_cls: 1.7607, loss: 1.7607, grad_norm: 5.3258 2020-07-25 13:06:17,430 - mmaction - INFO - Epoch [15][3460/3757] lr: 1.000e-02, eta: 22:59:57, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.7137, loss: 1.7137, grad_norm: 5.1273 2020-07-25 13:06:29,579 - mmaction - INFO - Epoch [15][3480/3757] lr: 1.000e-02, eta: 22:59:44, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8055, loss_cls: 1.8380, loss: 1.8380, grad_norm: 5.3667 2020-07-25 13:06:41,838 - mmaction - INFO - Epoch [15][3500/3757] lr: 1.000e-02, eta: 22:59:30, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8109, loss_cls: 1.7395, loss: 1.7395, grad_norm: 5.1744 2020-07-25 13:06:53,891 - mmaction - INFO - Epoch [15][3520/3757] lr: 1.000e-02, eta: 22:59:17, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8141, loss_cls: 1.7266, loss: 1.7266, grad_norm: 5.3441 2020-07-25 13:07:06,091 - mmaction - INFO - Epoch [15][3540/3757] lr: 1.000e-02, eta: 22:59:03, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8125, loss_cls: 1.7634, loss: 1.7634, grad_norm: 5.3049 2020-07-25 13:07:18,248 - mmaction - INFO - Epoch [15][3560/3757] lr: 1.000e-02, eta: 22:58:50, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5648, top5_acc: 0.8078, loss_cls: 1.8318, loss: 1.8318, grad_norm: 5.3024 2020-07-25 13:07:30,512 - mmaction - INFO - Epoch [15][3580/3757] lr: 1.000e-02, eta: 22:58:36, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5547, top5_acc: 0.8117, loss_cls: 1.7620, loss: 1.7620, grad_norm: 5.2748 2020-07-25 13:07:42,545 - mmaction - INFO - Epoch [15][3600/3757] lr: 1.000e-02, eta: 22:58:23, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8078, loss_cls: 1.7050, loss: 1.7050, grad_norm: 5.1676 2020-07-25 13:07:54,851 - mmaction - INFO - Epoch [15][3620/3757] lr: 1.000e-02, eta: 22:58:09, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5547, top5_acc: 0.7945, loss_cls: 1.8085, loss: 1.8085, grad_norm: 5.2118 2020-07-25 13:08:07,032 - mmaction - INFO - Epoch [15][3640/3757] lr: 1.000e-02, eta: 22:57:56, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8180, loss_cls: 1.7275, loss: 1.7275, grad_norm: 5.2605 2020-07-25 13:08:19,342 - mmaction - INFO - Epoch [15][3660/3757] lr: 1.000e-02, eta: 22:57:43, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8094, loss_cls: 1.7663, loss: 1.7663, grad_norm: 5.3715 2020-07-25 13:08:31,598 - mmaction - INFO - Epoch [15][3680/3757] lr: 1.000e-02, eta: 22:57:29, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.5758, top5_acc: 0.7977, loss_cls: 1.7647, loss: 1.7647, grad_norm: 5.3503 2020-07-25 13:08:43,865 - mmaction - INFO - Epoch [15][3700/3757] lr: 1.000e-02, eta: 22:57:16, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8125, loss_cls: 1.7066, loss: 1.7066, grad_norm: 5.2143 2020-07-25 13:08:56,037 - mmaction - INFO - Epoch [15][3720/3757] lr: 1.000e-02, eta: 22:57:03, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7797, loss_cls: 1.8699, loss: 1.8699, grad_norm: 5.2913 2020-07-25 13:09:08,414 - mmaction - INFO - Epoch [15][3740/3757] lr: 1.000e-02, eta: 22:56:50, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8187, loss_cls: 1.7273, loss: 1.7273, grad_norm: 5.1944 2020-07-25 13:09:18,912 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-07-25 13:09:44,314 - mmaction - INFO - Epoch [16][20/3757] lr: 1.000e-02, eta: 22:56:30, time: 1.240, data_time: 0.588, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8133, loss_cls: 1.6618, loss: 1.6618, grad_norm: 5.0760 2020-07-25 13:09:56,257 - mmaction - INFO - Epoch [16][40/3757] lr: 1.000e-02, eta: 22:56:16, time: 0.597, data_time: 0.002, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.7315, loss: 1.7315, grad_norm: 5.3177 2020-07-25 13:10:08,602 - mmaction - INFO - Epoch [16][60/3757] lr: 1.000e-02, eta: 22:56:03, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8156, loss_cls: 1.6693, loss: 1.6693, grad_norm: 5.2934 2020-07-25 13:10:20,713 - mmaction - INFO - Epoch [16][80/3757] lr: 1.000e-02, eta: 22:55:49, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8172, loss_cls: 1.6281, loss: 1.6281, grad_norm: 5.1669 2020-07-25 13:10:33,081 - mmaction - INFO - Epoch [16][100/3757] lr: 1.000e-02, eta: 22:55:36, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8406, loss_cls: 1.6213, loss: 1.6213, grad_norm: 5.0467 2020-07-25 13:10:45,238 - mmaction - INFO - Epoch [16][120/3757] lr: 1.000e-02, eta: 22:55:23, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8203, loss_cls: 1.6456, loss: 1.6456, grad_norm: 5.2396 2020-07-25 13:10:57,434 - mmaction - INFO - Epoch [16][140/3757] lr: 1.000e-02, eta: 22:55:09, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8109, loss_cls: 1.6843, loss: 1.6843, grad_norm: 5.0984 2020-07-25 13:11:09,657 - mmaction - INFO - Epoch [16][160/3757] lr: 1.000e-02, eta: 22:54:56, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8133, loss_cls: 1.7507, loss: 1.7507, grad_norm: 5.3386 2020-07-25 13:11:21,831 - mmaction - INFO - Epoch [16][180/3757] lr: 1.000e-02, eta: 22:54:42, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8273, loss_cls: 1.6593, loss: 1.6593, grad_norm: 5.1963 2020-07-25 13:11:34,125 - mmaction - INFO - Epoch [16][200/3757] lr: 1.000e-02, eta: 22:54:29, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8125, loss_cls: 1.7444, loss: 1.7444, grad_norm: 5.3475 2020-07-25 13:11:46,481 - mmaction - INFO - Epoch [16][220/3757] lr: 1.000e-02, eta: 22:54:16, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8187, loss_cls: 1.6622, loss: 1.6622, grad_norm: 5.2920 2020-07-25 13:11:58,712 - mmaction - INFO - Epoch [16][240/3757] lr: 1.000e-02, eta: 22:54:03, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5586, top5_acc: 0.8117, loss_cls: 1.7745, loss: 1.7745, grad_norm: 5.5035 2020-07-25 13:12:10,938 - mmaction - INFO - Epoch [16][260/3757] lr: 1.000e-02, eta: 22:53:49, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7698, loss: 1.7698, grad_norm: 5.5081 2020-07-25 13:12:22,980 - mmaction - INFO - Epoch [16][280/3757] lr: 1.000e-02, eta: 22:53:36, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8047, loss_cls: 1.8093, loss: 1.8093, grad_norm: 5.4646 2020-07-25 13:12:35,369 - mmaction - INFO - Epoch [16][300/3757] lr: 1.000e-02, eta: 22:53:23, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8211, loss_cls: 1.6584, loss: 1.6584, grad_norm: 5.2015 2020-07-25 13:12:47,502 - mmaction - INFO - Epoch [16][320/3757] lr: 1.000e-02, eta: 22:53:09, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8305, loss_cls: 1.6437, loss: 1.6437, grad_norm: 5.2057 2020-07-25 13:12:59,833 - mmaction - INFO - Epoch [16][340/3757] lr: 1.000e-02, eta: 22:52:56, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8250, loss_cls: 1.6579, loss: 1.6579, grad_norm: 5.1316 2020-07-25 13:13:12,053 - mmaction - INFO - Epoch [16][360/3757] lr: 1.000e-02, eta: 22:52:43, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8242, loss_cls: 1.6041, loss: 1.6041, grad_norm: 5.0006 2020-07-25 13:13:24,460 - mmaction - INFO - Epoch [16][380/3757] lr: 1.000e-02, eta: 22:52:30, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8203, loss_cls: 1.6739, loss: 1.6739, grad_norm: 5.1791 2020-07-25 13:13:36,680 - mmaction - INFO - Epoch [16][400/3757] lr: 1.000e-02, eta: 22:52:17, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8039, loss_cls: 1.7622, loss: 1.7622, grad_norm: 5.4148 2020-07-25 13:13:48,971 - mmaction - INFO - Epoch [16][420/3757] lr: 1.000e-02, eta: 22:52:03, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8344, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.3177 2020-07-25 13:14:01,241 - mmaction - INFO - Epoch [16][440/3757] lr: 1.000e-02, eta: 22:51:50, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7607, loss: 1.7607, grad_norm: 5.1869 2020-07-25 13:14:13,445 - mmaction - INFO - Epoch [16][460/3757] lr: 1.000e-02, eta: 22:51:37, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8281, loss_cls: 1.6760, loss: 1.6760, grad_norm: 5.1473 2020-07-25 13:14:25,575 - mmaction - INFO - Epoch [16][480/3757] lr: 1.000e-02, eta: 22:51:23, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8266, loss_cls: 1.6797, loss: 1.6797, grad_norm: 5.4540 2020-07-25 13:14:37,998 - mmaction - INFO - Epoch [16][500/3757] lr: 1.000e-02, eta: 22:51:10, time: 0.618, data_time: 0.005, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8313, loss_cls: 1.6557, loss: 1.6557, grad_norm: 5.3471 2020-07-25 13:14:50,167 - mmaction - INFO - Epoch [16][520/3757] lr: 1.000e-02, eta: 22:50:57, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8172, loss_cls: 1.7296, loss: 1.7296, grad_norm: 5.5197 2020-07-25 13:15:02,502 - mmaction - INFO - Epoch [16][540/3757] lr: 1.000e-02, eta: 22:50:44, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8367, loss_cls: 1.6469, loss: 1.6469, grad_norm: 5.3967 2020-07-25 13:15:14,709 - mmaction - INFO - Epoch [16][560/3757] lr: 1.000e-02, eta: 22:50:30, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.7840, loss: 1.7840, grad_norm: 5.5212 2020-07-25 13:15:26,908 - mmaction - INFO - Epoch [16][580/3757] lr: 1.000e-02, eta: 22:50:17, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8273, loss_cls: 1.7243, loss: 1.7243, grad_norm: 5.4115 2020-07-25 13:15:39,060 - mmaction - INFO - Epoch [16][600/3757] lr: 1.000e-02, eta: 22:50:04, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7094, loss: 1.7094, grad_norm: 5.4155 2020-07-25 13:15:51,268 - mmaction - INFO - Epoch [16][620/3757] lr: 1.000e-02, eta: 22:49:50, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8125, loss_cls: 1.7258, loss: 1.7258, grad_norm: 5.4680 2020-07-25 13:16:03,474 - mmaction - INFO - Epoch [16][640/3757] lr: 1.000e-02, eta: 22:49:37, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8078, loss_cls: 1.7868, loss: 1.7868, grad_norm: 5.4784 2020-07-25 13:16:15,811 - mmaction - INFO - Epoch [16][660/3757] lr: 1.000e-02, eta: 22:49:23, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8172, loss_cls: 1.7038, loss: 1.7038, grad_norm: 5.3739 2020-07-25 13:16:27,857 - mmaction - INFO - Epoch [16][680/3757] lr: 1.000e-02, eta: 22:49:10, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8148, loss_cls: 1.7056, loss: 1.7056, grad_norm: 5.3094 2020-07-25 13:16:40,357 - mmaction - INFO - Epoch [16][700/3757] lr: 1.000e-02, eta: 22:48:57, time: 0.623, data_time: 0.007, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7844, loss_cls: 1.8724, loss: 1.8724, grad_norm: 5.3379 2020-07-25 13:16:52,619 - mmaction - INFO - Epoch [16][720/3757] lr: 1.000e-02, eta: 22:48:44, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8180, loss_cls: 1.7391, loss: 1.7391, grad_norm: 5.1001 2020-07-25 13:17:04,902 - mmaction - INFO - Epoch [16][740/3757] lr: 1.000e-02, eta: 22:48:31, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.7914, loss_cls: 1.7688, loss: 1.7688, grad_norm: 5.3159 2020-07-25 13:17:17,115 - mmaction - INFO - Epoch [16][760/3757] lr: 1.000e-02, eta: 22:48:17, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8039, loss_cls: 1.7580, loss: 1.7580, grad_norm: 5.4189 2020-07-25 13:17:29,911 - mmaction - INFO - Epoch [16][780/3757] lr: 1.000e-02, eta: 22:48:05, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.7941, loss: 1.7941, grad_norm: 5.3553 2020-07-25 13:17:42,108 - mmaction - INFO - Epoch [16][800/3757] lr: 1.000e-02, eta: 22:47:52, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8102, loss_cls: 1.7143, loss: 1.7143, grad_norm: 5.2715 2020-07-25 13:17:54,347 - mmaction - INFO - Epoch [16][820/3757] lr: 1.000e-02, eta: 22:47:39, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8039, loss_cls: 1.7298, loss: 1.7298, grad_norm: 5.0839 2020-07-25 13:18:06,553 - mmaction - INFO - Epoch [16][840/3757] lr: 1.000e-02, eta: 22:47:25, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5617, top5_acc: 0.8258, loss_cls: 1.7031, loss: 1.7031, grad_norm: 5.3603 2020-07-25 13:18:18,856 - mmaction - INFO - Epoch [16][860/3757] lr: 1.000e-02, eta: 22:47:12, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8266, loss_cls: 1.6768, loss: 1.6768, grad_norm: 5.3972 2020-07-25 13:18:31,117 - mmaction - INFO - Epoch [16][880/3757] lr: 1.000e-02, eta: 22:46:59, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7857, loss: 1.7857, grad_norm: 5.3342 2020-07-25 13:18:43,395 - mmaction - INFO - Epoch [16][900/3757] lr: 1.000e-02, eta: 22:46:46, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8328, loss_cls: 1.6030, loss: 1.6030, grad_norm: 5.1012 2020-07-25 13:18:55,482 - mmaction - INFO - Epoch [16][920/3757] lr: 1.000e-02, eta: 22:46:32, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8234, loss_cls: 1.6277, loss: 1.6277, grad_norm: 5.2451 2020-07-25 13:19:07,796 - mmaction - INFO - Epoch [16][940/3757] lr: 1.000e-02, eta: 22:46:19, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8258, loss_cls: 1.6699, loss: 1.6699, grad_norm: 5.2888 2020-07-25 13:19:19,932 - mmaction - INFO - Epoch [16][960/3757] lr: 1.000e-02, eta: 22:46:06, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.6697, loss: 1.6697, grad_norm: 5.4091 2020-07-25 13:19:32,162 - mmaction - INFO - Epoch [16][980/3757] lr: 1.000e-02, eta: 22:45:52, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8047, loss_cls: 1.7973, loss: 1.7973, grad_norm: 5.5619 2020-07-25 13:19:44,575 - mmaction - INFO - Epoch [16][1000/3757] lr: 1.000e-02, eta: 22:45:39, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7984, loss_cls: 1.7910, loss: 1.7910, grad_norm: 5.3244 2020-07-25 13:19:56,694 - mmaction - INFO - Epoch [16][1020/3757] lr: 1.000e-02, eta: 22:45:26, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8250, loss_cls: 1.6870, loss: 1.6870, grad_norm: 5.3501 2020-07-25 13:20:08,890 - mmaction - INFO - Epoch [16][1040/3757] lr: 1.000e-02, eta: 22:45:12, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8039, loss_cls: 1.7809, loss: 1.7809, grad_norm: 5.3467 2020-07-25 13:20:21,171 - mmaction - INFO - Epoch [16][1060/3757] lr: 1.000e-02, eta: 22:44:59, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8070, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.4182 2020-07-25 13:20:33,391 - mmaction - INFO - Epoch [16][1080/3757] lr: 1.000e-02, eta: 22:44:46, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8148, loss_cls: 1.7738, loss: 1.7738, grad_norm: 5.3473 2020-07-25 13:20:45,768 - mmaction - INFO - Epoch [16][1100/3757] lr: 1.000e-02, eta: 22:44:33, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8047, loss_cls: 1.7095, loss: 1.7095, grad_norm: 5.2540 2020-07-25 13:20:57,950 - mmaction - INFO - Epoch [16][1120/3757] lr: 1.000e-02, eta: 22:44:20, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8187, loss_cls: 1.7003, loss: 1.7003, grad_norm: 5.2913 2020-07-25 13:21:10,154 - mmaction - INFO - Epoch [16][1140/3757] lr: 1.000e-02, eta: 22:44:06, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8109, loss_cls: 1.7346, loss: 1.7346, grad_norm: 5.3031 2020-07-25 13:21:22,399 - mmaction - INFO - Epoch [16][1160/3757] lr: 1.000e-02, eta: 22:43:53, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5648, top5_acc: 0.8117, loss_cls: 1.7559, loss: 1.7559, grad_norm: 5.3999 2020-07-25 13:21:34,696 - mmaction - INFO - Epoch [16][1180/3757] lr: 1.000e-02, eta: 22:43:40, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8125, loss_cls: 1.7425, loss: 1.7425, grad_norm: 5.3803 2020-07-25 13:21:47,019 - mmaction - INFO - Epoch [16][1200/3757] lr: 1.000e-02, eta: 22:43:27, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7164, loss: 1.7164, grad_norm: 5.3473 2020-07-25 13:21:59,268 - mmaction - INFO - Epoch [16][1220/3757] lr: 1.000e-02, eta: 22:43:13, time: 0.611, data_time: 0.002, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8094, loss_cls: 1.7249, loss: 1.7249, grad_norm: 5.2617 2020-07-25 13:22:11,696 - mmaction - INFO - Epoch [16][1240/3757] lr: 1.000e-02, eta: 22:43:00, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8172, loss_cls: 1.7464, loss: 1.7464, grad_norm: 5.2534 2020-07-25 13:22:23,764 - mmaction - INFO - Epoch [16][1260/3757] lr: 1.000e-02, eta: 22:42:47, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.2530 2020-07-25 13:22:36,027 - mmaction - INFO - Epoch [16][1280/3757] lr: 1.000e-02, eta: 22:42:33, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7961, loss_cls: 1.8138, loss: 1.8138, grad_norm: 5.4282 2020-07-25 13:22:48,238 - mmaction - INFO - Epoch [16][1300/3757] lr: 1.000e-02, eta: 22:42:20, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8180, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.1560 2020-07-25 13:23:00,576 - mmaction - INFO - Epoch [16][1320/3757] lr: 1.000e-02, eta: 22:42:07, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.7338, loss: 1.7338, grad_norm: 5.2513 2020-07-25 13:23:12,765 - mmaction - INFO - Epoch [16][1340/3757] lr: 1.000e-02, eta: 22:41:54, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.7271, loss: 1.7271, grad_norm: 5.1799 2020-07-25 13:23:25,129 - mmaction - INFO - Epoch [16][1360/3757] lr: 1.000e-02, eta: 22:41:41, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8016, loss_cls: 1.7589, loss: 1.7589, grad_norm: 5.4023 2020-07-25 13:23:37,181 - mmaction - INFO - Epoch [16][1380/3757] lr: 1.000e-02, eta: 22:41:27, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8078, loss_cls: 1.7092, loss: 1.7092, grad_norm: 5.2764 2020-07-25 13:23:49,433 - mmaction - INFO - Epoch [16][1400/3757] lr: 1.000e-02, eta: 22:41:14, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8094, loss_cls: 1.6648, loss: 1.6648, grad_norm: 5.0693 2020-07-25 13:24:01,595 - mmaction - INFO - Epoch [16][1420/3757] lr: 1.000e-02, eta: 22:41:01, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8289, loss_cls: 1.6890, loss: 1.6890, grad_norm: 5.3486 2020-07-25 13:24:14,108 - mmaction - INFO - Epoch [16][1440/3757] lr: 1.000e-02, eta: 22:40:48, time: 0.625, data_time: 0.006, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8016, loss_cls: 1.7700, loss: 1.7700, grad_norm: 5.2551 2020-07-25 13:24:26,372 - mmaction - INFO - Epoch [16][1460/3757] lr: 1.000e-02, eta: 22:40:35, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8047, loss_cls: 1.7890, loss: 1.7890, grad_norm: 5.4042 2020-07-25 13:24:38,899 - mmaction - INFO - Epoch [16][1480/3757] lr: 1.000e-02, eta: 22:40:22, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7977, loss_cls: 1.8143, loss: 1.8143, grad_norm: 5.2587 2020-07-25 13:24:51,158 - mmaction - INFO - Epoch [16][1500/3757] lr: 1.000e-02, eta: 22:40:09, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8055, loss_cls: 1.7462, loss: 1.7462, grad_norm: 5.3637 2020-07-25 13:25:03,447 - mmaction - INFO - Epoch [16][1520/3757] lr: 1.000e-02, eta: 22:39:56, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8039, loss_cls: 1.7594, loss: 1.7594, grad_norm: 5.3159 2020-07-25 13:25:15,598 - mmaction - INFO - Epoch [16][1540/3757] lr: 1.000e-02, eta: 22:39:42, time: 0.606, data_time: 0.001, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8195, loss_cls: 1.7349, loss: 1.7349, grad_norm: 5.2601 2020-07-25 13:25:27,827 - mmaction - INFO - Epoch [16][1560/3757] lr: 1.000e-02, eta: 22:39:29, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5586, top5_acc: 0.8000, loss_cls: 1.8512, loss: 1.8512, grad_norm: 5.4535 2020-07-25 13:25:40,082 - mmaction - INFO - Epoch [16][1580/3757] lr: 1.000e-02, eta: 22:39:16, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.5813, top5_acc: 0.7930, loss_cls: 1.7875, loss: 1.7875, grad_norm: 5.1962 2020-07-25 13:25:52,395 - mmaction - INFO - Epoch [16][1600/3757] lr: 1.000e-02, eta: 22:39:03, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8148, loss_cls: 1.7484, loss: 1.7484, grad_norm: 5.3260 2020-07-25 13:26:04,561 - mmaction - INFO - Epoch [16][1620/3757] lr: 1.000e-02, eta: 22:38:49, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8102, loss_cls: 1.6571, loss: 1.6571, grad_norm: 5.1692 2020-07-25 13:26:16,819 - mmaction - INFO - Epoch [16][1640/3757] lr: 1.000e-02, eta: 22:38:36, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.7051, loss: 1.7051, grad_norm: 5.2326 2020-07-25 13:26:28,876 - mmaction - INFO - Epoch [16][1660/3757] lr: 1.000e-02, eta: 22:38:22, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8172, loss_cls: 1.7677, loss: 1.7677, grad_norm: 5.3597 2020-07-25 13:26:41,117 - mmaction - INFO - Epoch [16][1680/3757] lr: 1.000e-02, eta: 22:38:09, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8125, loss_cls: 1.7114, loss: 1.7114, grad_norm: 5.2458 2020-07-25 13:26:53,342 - mmaction - INFO - Epoch [16][1700/3757] lr: 1.000e-02, eta: 22:37:56, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8055, loss_cls: 1.7556, loss: 1.7556, grad_norm: 5.2992 2020-07-25 13:27:05,757 - mmaction - INFO - Epoch [16][1720/3757] lr: 1.000e-02, eta: 22:37:43, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8195, loss_cls: 1.7665, loss: 1.7665, grad_norm: 5.2558 2020-07-25 13:27:17,875 - mmaction - INFO - Epoch [16][1740/3757] lr: 1.000e-02, eta: 22:37:29, time: 0.614, data_time: 0.010, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.6938, loss: 1.6938, grad_norm: 5.0942 2020-07-25 13:27:30,138 - mmaction - INFO - Epoch [16][1760/3757] lr: 1.000e-02, eta: 22:37:16, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8203, loss_cls: 1.7540, loss: 1.7540, grad_norm: 5.4462 2020-07-25 13:27:42,430 - mmaction - INFO - Epoch [16][1780/3757] lr: 1.000e-02, eta: 22:37:03, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8094, loss_cls: 1.8198, loss: 1.8198, grad_norm: 5.4950 2020-07-25 13:27:54,735 - mmaction - INFO - Epoch [16][1800/3757] lr: 1.000e-02, eta: 22:36:50, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8180, loss_cls: 1.7405, loss: 1.7405, grad_norm: 5.2419 2020-07-25 13:28:06,959 - mmaction - INFO - Epoch [16][1820/3757] lr: 1.000e-02, eta: 22:36:37, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8273, loss_cls: 1.7101, loss: 1.7101, grad_norm: 5.1829 2020-07-25 13:28:19,197 - mmaction - INFO - Epoch [16][1840/3757] lr: 1.000e-02, eta: 22:36:23, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8000, loss_cls: 1.7739, loss: 1.7739, grad_norm: 5.3536 2020-07-25 13:28:31,400 - mmaction - INFO - Epoch [16][1860/3757] lr: 1.000e-02, eta: 22:36:10, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8039, loss_cls: 1.6633, loss: 1.6633, grad_norm: 5.0727 2020-07-25 13:28:43,702 - mmaction - INFO - Epoch [16][1880/3757] lr: 1.000e-02, eta: 22:35:57, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8148, loss_cls: 1.6707, loss: 1.6707, grad_norm: 5.1167 2020-07-25 13:28:55,853 - mmaction - INFO - Epoch [16][1900/3757] lr: 1.000e-02, eta: 22:35:43, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8227, loss_cls: 1.6953, loss: 1.6953, grad_norm: 5.3820 2020-07-25 13:29:08,107 - mmaction - INFO - Epoch [16][1920/3757] lr: 1.000e-02, eta: 22:35:30, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6440, loss: 1.6440, grad_norm: 5.2668 2020-07-25 13:29:20,302 - mmaction - INFO - Epoch [16][1940/3757] lr: 1.000e-02, eta: 22:35:17, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6841, loss: 1.6841, grad_norm: 5.1802 2020-07-25 13:29:32,629 - mmaction - INFO - Epoch [16][1960/3757] lr: 1.000e-02, eta: 22:35:04, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8227, loss_cls: 1.6576, loss: 1.6576, grad_norm: 5.1834 2020-07-25 13:29:44,824 - mmaction - INFO - Epoch [16][1980/3757] lr: 1.000e-02, eta: 22:34:50, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7906, loss_cls: 1.8480, loss: 1.8480, grad_norm: 5.4385 2020-07-25 13:29:57,160 - mmaction - INFO - Epoch [16][2000/3757] lr: 1.000e-02, eta: 22:34:37, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7441, loss: 1.7441, grad_norm: 5.2972 2020-07-25 13:30:09,418 - mmaction - INFO - Epoch [16][2020/3757] lr: 1.000e-02, eta: 22:34:24, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8266, loss_cls: 1.7639, loss: 1.7639, grad_norm: 5.3415 2020-07-25 13:30:21,711 - mmaction - INFO - Epoch [16][2040/3757] lr: 1.000e-02, eta: 22:34:11, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8094, loss_cls: 1.7980, loss: 1.7980, grad_norm: 5.3454 2020-07-25 13:30:33,875 - mmaction - INFO - Epoch [16][2060/3757] lr: 1.000e-02, eta: 22:33:58, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7759, loss: 1.7759, grad_norm: 5.3545 2020-07-25 13:30:46,137 - mmaction - INFO - Epoch [16][2080/3757] lr: 1.000e-02, eta: 22:33:44, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.7303, loss: 1.7303, grad_norm: 5.1501 2020-07-25 13:30:58,370 - mmaction - INFO - Epoch [16][2100/3757] lr: 1.000e-02, eta: 22:33:31, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8180, loss_cls: 1.7206, loss: 1.7206, grad_norm: 5.3009 2020-07-25 13:31:10,665 - mmaction - INFO - Epoch [16][2120/3757] lr: 1.000e-02, eta: 22:33:18, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8180, loss_cls: 1.7159, loss: 1.7159, grad_norm: 5.3556 2020-07-25 13:31:22,766 - mmaction - INFO - Epoch [16][2140/3757] lr: 1.000e-02, eta: 22:33:05, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8016, loss_cls: 1.7851, loss: 1.7851, grad_norm: 5.5170 2020-07-25 13:31:35,295 - mmaction - INFO - Epoch [16][2160/3757] lr: 1.000e-02, eta: 22:32:52, time: 0.626, data_time: 0.006, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8078, loss_cls: 1.7713, loss: 1.7713, grad_norm: 5.4023 2020-07-25 13:31:47,530 - mmaction - INFO - Epoch [16][2180/3757] lr: 1.000e-02, eta: 22:32:39, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.6957, loss: 1.6957, grad_norm: 5.2186 2020-07-25 13:31:59,885 - mmaction - INFO - Epoch [16][2200/3757] lr: 1.000e-02, eta: 22:32:25, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.3351 2020-07-25 13:32:12,085 - mmaction - INFO - Epoch [16][2220/3757] lr: 1.000e-02, eta: 22:32:12, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.6400, loss: 1.6400, grad_norm: 5.0582 2020-07-25 13:32:24,329 - mmaction - INFO - Epoch [16][2240/3757] lr: 1.000e-02, eta: 22:31:59, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8070, loss_cls: 1.7239, loss: 1.7239, grad_norm: 5.2716 2020-07-25 13:32:36,487 - mmaction - INFO - Epoch [16][2260/3757] lr: 1.000e-02, eta: 22:31:46, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7953, loss_cls: 1.8432, loss: 1.8432, grad_norm: 5.4849 2020-07-25 13:32:48,798 - mmaction - INFO - Epoch [16][2280/3757] lr: 1.000e-02, eta: 22:31:33, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5641, top5_acc: 0.8008, loss_cls: 1.7938, loss: 1.7938, grad_norm: 5.4041 2020-07-25 13:33:00,951 - mmaction - INFO - Epoch [16][2300/3757] lr: 1.000e-02, eta: 22:31:19, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8063, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.1943 2020-07-25 13:33:13,275 - mmaction - INFO - Epoch [16][2320/3757] lr: 1.000e-02, eta: 22:31:06, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8250, loss_cls: 1.7469, loss: 1.7469, grad_norm: 5.2873 2020-07-25 13:33:25,455 - mmaction - INFO - Epoch [16][2340/3757] lr: 1.000e-02, eta: 22:30:53, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8227, loss_cls: 1.6827, loss: 1.6827, grad_norm: 5.2300 2020-07-25 13:33:37,683 - mmaction - INFO - Epoch [16][2360/3757] lr: 1.000e-02, eta: 22:30:39, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7984, loss_cls: 1.8015, loss: 1.8015, grad_norm: 5.3775 2020-07-25 13:33:49,835 - mmaction - INFO - Epoch [16][2380/3757] lr: 1.000e-02, eta: 22:30:26, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.7302, loss: 1.7302, grad_norm: 5.1907 2020-07-25 13:34:02,050 - mmaction - INFO - Epoch [16][2400/3757] lr: 1.000e-02, eta: 22:30:13, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.7230, loss: 1.7230, grad_norm: 5.4289 2020-07-25 13:34:14,311 - mmaction - INFO - Epoch [16][2420/3757] lr: 1.000e-02, eta: 22:30:00, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8211, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.2723 2020-07-25 13:34:26,586 - mmaction - INFO - Epoch [16][2440/3757] lr: 1.000e-02, eta: 22:29:46, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8039, loss_cls: 1.7917, loss: 1.7917, grad_norm: 5.3359 2020-07-25 13:34:38,801 - mmaction - INFO - Epoch [16][2460/3757] lr: 1.000e-02, eta: 22:29:33, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7992, loss_cls: 1.7961, loss: 1.7961, grad_norm: 5.2725 2020-07-25 13:34:51,208 - mmaction - INFO - Epoch [16][2480/3757] lr: 1.000e-02, eta: 22:29:20, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5648, top5_acc: 0.8141, loss_cls: 1.7134, loss: 1.7134, grad_norm: 5.4968 2020-07-25 13:35:03,395 - mmaction - INFO - Epoch [16][2500/3757] lr: 1.000e-02, eta: 22:29:07, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5547, top5_acc: 0.8078, loss_cls: 1.7838, loss: 1.7838, grad_norm: 5.4274 2020-07-25 13:35:15,528 - mmaction - INFO - Epoch [16][2520/3757] lr: 1.000e-02, eta: 22:28:53, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8195, loss_cls: 1.6995, loss: 1.6995, grad_norm: 5.3930 2020-07-25 13:35:27,768 - mmaction - INFO - Epoch [16][2540/3757] lr: 1.000e-02, eta: 22:28:40, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8117, loss_cls: 1.7612, loss: 1.7612, grad_norm: 5.2007 2020-07-25 13:35:39,909 - mmaction - INFO - Epoch [16][2560/3757] lr: 1.000e-02, eta: 22:28:27, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8305, loss_cls: 1.6640, loss: 1.6640, grad_norm: 5.1486 2020-07-25 13:35:52,135 - mmaction - INFO - Epoch [16][2580/3757] lr: 1.000e-02, eta: 22:28:13, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8141, loss_cls: 1.7472, loss: 1.7472, grad_norm: 5.3050 2020-07-25 13:36:04,383 - mmaction - INFO - Epoch [16][2600/3757] lr: 1.000e-02, eta: 22:28:00, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8453, loss_cls: 1.5751, loss: 1.5751, grad_norm: 5.2804 2020-07-25 13:36:16,761 - mmaction - INFO - Epoch [16][2620/3757] lr: 1.000e-02, eta: 22:27:47, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5648, top5_acc: 0.8102, loss_cls: 1.7646, loss: 1.7646, grad_norm: 5.4606 2020-07-25 13:36:28,932 - mmaction - INFO - Epoch [16][2640/3757] lr: 1.000e-02, eta: 22:27:34, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.7006, loss: 1.7006, grad_norm: 5.2291 2020-07-25 13:36:41,239 - mmaction - INFO - Epoch [16][2660/3757] lr: 1.000e-02, eta: 22:27:21, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8000, loss_cls: 1.8209, loss: 1.8209, grad_norm: 5.4805 2020-07-25 13:36:53,381 - mmaction - INFO - Epoch [16][2680/3757] lr: 1.000e-02, eta: 22:27:07, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.5672, top5_acc: 0.7945, loss_cls: 1.8402, loss: 1.8402, grad_norm: 5.4348 2020-07-25 13:37:05,680 - mmaction - INFO - Epoch [16][2700/3757] lr: 1.000e-02, eta: 22:26:54, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8203, loss_cls: 1.6719, loss: 1.6719, grad_norm: 5.2382 2020-07-25 13:37:17,947 - mmaction - INFO - Epoch [16][2720/3757] lr: 1.000e-02, eta: 22:26:41, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8141, loss_cls: 1.7440, loss: 1.7440, grad_norm: 5.4658 2020-07-25 13:37:30,225 - mmaction - INFO - Epoch [16][2740/3757] lr: 1.000e-02, eta: 22:26:28, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7831, loss: 1.7831, grad_norm: 5.3341 2020-07-25 13:37:42,551 - mmaction - INFO - Epoch [16][2760/3757] lr: 1.000e-02, eta: 22:26:15, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8070, loss_cls: 1.7791, loss: 1.7791, grad_norm: 5.3506 2020-07-25 13:37:54,925 - mmaction - INFO - Epoch [16][2780/3757] lr: 1.000e-02, eta: 22:26:02, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5711, top5_acc: 0.7953, loss_cls: 1.8030, loss: 1.8030, grad_norm: 5.3366 2020-07-25 13:38:07,150 - mmaction - INFO - Epoch [16][2800/3757] lr: 1.000e-02, eta: 22:25:49, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8078, loss_cls: 1.8167, loss: 1.8167, grad_norm: 5.4208 2020-07-25 13:38:19,411 - mmaction - INFO - Epoch [16][2820/3757] lr: 1.000e-02, eta: 22:25:36, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8078, loss_cls: 1.7487, loss: 1.7487, grad_norm: 5.2206 2020-07-25 13:38:31,688 - mmaction - INFO - Epoch [16][2840/3757] lr: 1.000e-02, eta: 22:25:23, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5391, top5_acc: 0.7844, loss_cls: 1.8431, loss: 1.8431, grad_norm: 5.4563 2020-07-25 13:38:43,874 - mmaction - INFO - Epoch [16][2860/3757] lr: 1.000e-02, eta: 22:25:09, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8258, loss_cls: 1.6825, loss: 1.6825, grad_norm: 5.2403 2020-07-25 13:38:56,107 - mmaction - INFO - Epoch [16][2880/3757] lr: 1.000e-02, eta: 22:24:56, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8362, loss: 1.8362, grad_norm: 5.4016 2020-07-25 13:39:08,394 - mmaction - INFO - Epoch [16][2900/3757] lr: 1.000e-02, eta: 22:24:43, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7961, loss_cls: 1.8395, loss: 1.8395, grad_norm: 5.4133 2020-07-25 13:39:20,466 - mmaction - INFO - Epoch [16][2920/3757] lr: 1.000e-02, eta: 22:24:29, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8133, loss_cls: 1.7051, loss: 1.7051, grad_norm: 5.3554 2020-07-25 13:39:32,615 - mmaction - INFO - Epoch [16][2940/3757] lr: 1.000e-02, eta: 22:24:16, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8109, loss_cls: 1.7183, loss: 1.7183, grad_norm: 5.1836 2020-07-25 13:39:44,752 - mmaction - INFO - Epoch [16][2960/3757] lr: 1.000e-02, eta: 22:24:02, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8086, loss_cls: 1.7616, loss: 1.7616, grad_norm: 5.2587 2020-07-25 13:39:57,106 - mmaction - INFO - Epoch [16][2980/3757] lr: 1.000e-02, eta: 22:23:49, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8156, loss_cls: 1.7276, loss: 1.7276, grad_norm: 5.2899 2020-07-25 13:40:09,308 - mmaction - INFO - Epoch [16][3000/3757] lr: 1.000e-02, eta: 22:23:36, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7961, loss_cls: 1.8021, loss: 1.8021, grad_norm: 5.1815 2020-07-25 13:40:21,628 - mmaction - INFO - Epoch [16][3020/3757] lr: 1.000e-02, eta: 22:23:23, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8086, loss_cls: 1.7187, loss: 1.7187, grad_norm: 5.2941 2020-07-25 13:40:33,742 - mmaction - INFO - Epoch [16][3040/3757] lr: 1.000e-02, eta: 22:23:10, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8227, loss_cls: 1.7412, loss: 1.7412, grad_norm: 5.4202 2020-07-25 13:40:46,200 - mmaction - INFO - Epoch [16][3060/3757] lr: 1.000e-02, eta: 22:22:57, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.7397, loss: 1.7397, grad_norm: 5.4116 2020-07-25 13:40:58,272 - mmaction - INFO - Epoch [16][3080/3757] lr: 1.000e-02, eta: 22:22:43, time: 0.609, data_time: 0.009, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.6880, loss: 1.6880, grad_norm: 5.2892 2020-07-25 13:41:10,616 - mmaction - INFO - Epoch [16][3100/3757] lr: 1.000e-02, eta: 22:22:30, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8211, loss_cls: 1.6990, loss: 1.6990, grad_norm: 5.2722 2020-07-25 13:41:22,899 - mmaction - INFO - Epoch [16][3120/3757] lr: 1.000e-02, eta: 22:22:17, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8133, loss_cls: 1.7604, loss: 1.7604, grad_norm: 5.2134 2020-07-25 13:41:35,142 - mmaction - INFO - Epoch [16][3140/3757] lr: 1.000e-02, eta: 22:22:04, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8031, loss_cls: 1.7413, loss: 1.7413, grad_norm: 5.2114 2020-07-25 13:41:47,318 - mmaction - INFO - Epoch [16][3160/3757] lr: 1.000e-02, eta: 22:21:51, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5617, top5_acc: 0.8117, loss_cls: 1.7908, loss: 1.7908, grad_norm: 5.4796 2020-07-25 13:41:59,556 - mmaction - INFO - Epoch [16][3180/3757] lr: 1.000e-02, eta: 22:21:37, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8102, loss_cls: 1.7753, loss: 1.7753, grad_norm: 5.4343 2020-07-25 13:42:11,680 - mmaction - INFO - Epoch [16][3200/3757] lr: 1.000e-02, eta: 22:21:24, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.6466, loss: 1.6466, grad_norm: 5.1648 2020-07-25 13:42:23,844 - mmaction - INFO - Epoch [16][3220/3757] lr: 1.000e-02, eta: 22:21:11, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8211, loss_cls: 1.7350, loss: 1.7350, grad_norm: 5.2484 2020-07-25 13:42:36,348 - mmaction - INFO - Epoch [16][3240/3757] lr: 1.000e-02, eta: 22:20:58, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8031, loss_cls: 1.7089, loss: 1.7089, grad_norm: 5.1496 2020-07-25 13:42:48,504 - mmaction - INFO - Epoch [16][3260/3757] lr: 1.000e-02, eta: 22:20:45, time: 0.615, data_time: 0.010, memory: 7079, top1_acc: 0.5516, top5_acc: 0.8148, loss_cls: 1.8241, loss: 1.8241, grad_norm: 5.3315 2020-07-25 13:43:00,766 - mmaction - INFO - Epoch [16][3280/3757] lr: 1.000e-02, eta: 22:20:31, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8086, loss_cls: 1.7536, loss: 1.7536, grad_norm: 5.3258 2020-07-25 13:43:12,983 - mmaction - INFO - Epoch [16][3300/3757] lr: 1.000e-02, eta: 22:20:18, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8250, loss_cls: 1.6563, loss: 1.6563, grad_norm: 5.2389 2020-07-25 13:43:25,247 - mmaction - INFO - Epoch [16][3320/3757] lr: 1.000e-02, eta: 22:20:05, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8039, loss_cls: 1.7777, loss: 1.7777, grad_norm: 5.5821 2020-07-25 13:43:37,399 - mmaction - INFO - Epoch [16][3340/3757] lr: 1.000e-02, eta: 22:19:52, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8047, loss_cls: 1.7492, loss: 1.7492, grad_norm: 5.3246 2020-07-25 13:43:49,690 - mmaction - INFO - Epoch [16][3360/3757] lr: 1.000e-02, eta: 22:19:38, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8070, loss_cls: 1.7411, loss: 1.7411, grad_norm: 5.2037 2020-07-25 13:44:01,826 - mmaction - INFO - Epoch [16][3380/3757] lr: 1.000e-02, eta: 22:19:25, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8055, loss_cls: 1.7339, loss: 1.7339, grad_norm: 5.2088 2020-07-25 13:44:14,162 - mmaction - INFO - Epoch [16][3400/3757] lr: 1.000e-02, eta: 22:19:12, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5852, top5_acc: 0.7977, loss_cls: 1.7890, loss: 1.7890, grad_norm: 5.3081 2020-07-25 13:44:26,338 - mmaction - INFO - Epoch [16][3420/3757] lr: 1.000e-02, eta: 22:18:59, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5469, top5_acc: 0.7937, loss_cls: 1.8437, loss: 1.8437, grad_norm: 5.4944 2020-07-25 13:44:38,553 - mmaction - INFO - Epoch [16][3440/3757] lr: 1.000e-02, eta: 22:18:46, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5633, top5_acc: 0.8031, loss_cls: 1.8024, loss: 1.8024, grad_norm: 5.3403 2020-07-25 13:44:50,656 - mmaction - INFO - Epoch [16][3460/3757] lr: 1.000e-02, eta: 22:18:32, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7416, loss: 1.7416, grad_norm: 5.1377 2020-07-25 13:45:02,897 - mmaction - INFO - Epoch [16][3480/3757] lr: 1.000e-02, eta: 22:18:19, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8383, loss_cls: 1.6425, loss: 1.6425, grad_norm: 5.0716 2020-07-25 13:45:15,006 - mmaction - INFO - Epoch [16][3500/3757] lr: 1.000e-02, eta: 22:18:05, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.5516, top5_acc: 0.7891, loss_cls: 1.8596, loss: 1.8596, grad_norm: 5.3806 2020-07-25 13:45:27,230 - mmaction - INFO - Epoch [16][3520/3757] lr: 1.000e-02, eta: 22:17:52, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8195, loss_cls: 1.7475, loss: 1.7475, grad_norm: 5.1499 2020-07-25 13:45:39,413 - mmaction - INFO - Epoch [16][3540/3757] lr: 1.000e-02, eta: 22:17:39, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8047, loss_cls: 1.7569, loss: 1.7569, grad_norm: 5.2478 2020-07-25 13:45:51,705 - mmaction - INFO - Epoch [16][3560/3757] lr: 1.000e-02, eta: 22:17:26, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8180, loss_cls: 1.7211, loss: 1.7211, grad_norm: 5.2102 2020-07-25 13:46:03,931 - mmaction - INFO - Epoch [16][3580/3757] lr: 1.000e-02, eta: 22:17:12, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5563, top5_acc: 0.8117, loss_cls: 1.7922, loss: 1.7922, grad_norm: 5.4157 2020-07-25 13:46:16,239 - mmaction - INFO - Epoch [16][3600/3757] lr: 1.000e-02, eta: 22:16:59, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.7005, loss: 1.7005, grad_norm: 5.1220 2020-07-25 13:46:28,486 - mmaction - INFO - Epoch [16][3620/3757] lr: 1.000e-02, eta: 22:16:46, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8125, loss_cls: 1.7738, loss: 1.7738, grad_norm: 5.3009 2020-07-25 13:46:40,764 - mmaction - INFO - Epoch [16][3640/3757] lr: 1.000e-02, eta: 22:16:33, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8063, loss_cls: 1.8191, loss: 1.8191, grad_norm: 5.3719 2020-07-25 13:46:52,956 - mmaction - INFO - Epoch [16][3660/3757] lr: 1.000e-02, eta: 22:16:20, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8031, loss_cls: 1.8026, loss: 1.8026, grad_norm: 5.2408 2020-07-25 13:47:05,211 - mmaction - INFO - Epoch [16][3680/3757] lr: 1.000e-02, eta: 22:16:07, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8055, loss_cls: 1.7240, loss: 1.7240, grad_norm: 5.2980 2020-07-25 13:47:17,378 - mmaction - INFO - Epoch [16][3700/3757] lr: 1.000e-02, eta: 22:15:53, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8133, loss_cls: 1.7625, loss: 1.7625, grad_norm: 5.3234 2020-07-25 13:47:29,639 - mmaction - INFO - Epoch [16][3720/3757] lr: 1.000e-02, eta: 22:15:40, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8273, loss_cls: 1.6622, loss: 1.6622, grad_norm: 5.0703 2020-07-25 13:47:41,772 - mmaction - INFO - Epoch [16][3740/3757] lr: 1.000e-02, eta: 22:15:27, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7494, loss: 1.7494, grad_norm: 5.1795 2020-07-25 13:47:52,194 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-25 13:48:14,056 - mmaction - INFO - Epoch [17][20/3757] lr: 1.000e-02, eta: 22:15:00, time: 1.073, data_time: 0.416, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8125, loss_cls: 1.6712, loss: 1.6712, grad_norm: 5.2344 2020-07-25 13:48:26,187 - mmaction - INFO - Epoch [17][40/3757] lr: 1.000e-02, eta: 22:14:46, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8148, loss_cls: 1.7037, loss: 1.7037, grad_norm: 5.3151 2020-07-25 13:48:38,270 - mmaction - INFO - Epoch [17][60/3757] lr: 1.000e-02, eta: 22:14:33, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8141, loss_cls: 1.7305, loss: 1.7305, grad_norm: 5.2664 2020-07-25 13:48:50,409 - mmaction - INFO - Epoch [17][80/3757] lr: 1.000e-02, eta: 22:14:19, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8266, loss_cls: 1.6291, loss: 1.6291, grad_norm: 5.2763 2020-07-25 13:49:02,734 - mmaction - INFO - Epoch [17][100/3757] lr: 1.000e-02, eta: 22:14:06, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5578, top5_acc: 0.7828, loss_cls: 1.8766, loss: 1.8766, grad_norm: 5.4337 2020-07-25 13:49:14,907 - mmaction - INFO - Epoch [17][120/3757] lr: 1.000e-02, eta: 22:13:53, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8133, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.1376 2020-07-25 13:49:27,220 - mmaction - INFO - Epoch [17][140/3757] lr: 1.000e-02, eta: 22:13:40, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8148, loss_cls: 1.7517, loss: 1.7517, grad_norm: 5.3257 2020-07-25 13:49:39,370 - mmaction - INFO - Epoch [17][160/3757] lr: 1.000e-02, eta: 22:13:27, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8336, loss_cls: 1.6235, loss: 1.6235, grad_norm: 5.2469 2020-07-25 13:49:51,737 - mmaction - INFO - Epoch [17][180/3757] lr: 1.000e-02, eta: 22:13:14, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8281, loss_cls: 1.6078, loss: 1.6078, grad_norm: 5.1046 2020-07-25 13:50:03,876 - mmaction - INFO - Epoch [17][200/3757] lr: 1.000e-02, eta: 22:13:00, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8117, loss_cls: 1.6139, loss: 1.6139, grad_norm: 5.1342 2020-07-25 13:50:15,989 - mmaction - INFO - Epoch [17][220/3757] lr: 1.000e-02, eta: 22:12:47, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8289, loss_cls: 1.6402, loss: 1.6402, grad_norm: 5.2634 2020-07-25 13:50:28,102 - mmaction - INFO - Epoch [17][240/3757] lr: 1.000e-02, eta: 22:12:33, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8141, loss_cls: 1.7133, loss: 1.7133, grad_norm: 5.3701 2020-07-25 13:50:40,328 - mmaction - INFO - Epoch [17][260/3757] lr: 1.000e-02, eta: 22:12:20, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8242, loss_cls: 1.6809, loss: 1.6809, grad_norm: 5.3659 2020-07-25 13:50:52,466 - mmaction - INFO - Epoch [17][280/3757] lr: 1.000e-02, eta: 22:12:07, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.6985, loss: 1.6985, grad_norm: 5.3650 2020-07-25 13:51:04,677 - mmaction - INFO - Epoch [17][300/3757] lr: 1.000e-02, eta: 22:11:54, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8266, loss_cls: 1.6849, loss: 1.6849, grad_norm: 5.2679 2020-07-25 13:51:16,825 - mmaction - INFO - Epoch [17][320/3757] lr: 1.000e-02, eta: 22:11:40, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8148, loss_cls: 1.6870, loss: 1.6870, grad_norm: 5.2843 2020-07-25 13:51:29,105 - mmaction - INFO - Epoch [17][340/3757] lr: 1.000e-02, eta: 22:11:27, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8258, loss_cls: 1.6836, loss: 1.6836, grad_norm: 5.3331 2020-07-25 13:51:41,382 - mmaction - INFO - Epoch [17][360/3757] lr: 1.000e-02, eta: 22:11:14, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8375, loss_cls: 1.5997, loss: 1.5997, grad_norm: 5.2139 2020-07-25 13:51:53,730 - mmaction - INFO - Epoch [17][380/3757] lr: 1.000e-02, eta: 22:11:01, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8148, loss_cls: 1.7006, loss: 1.7006, grad_norm: 5.4549 2020-07-25 13:52:05,901 - mmaction - INFO - Epoch [17][400/3757] lr: 1.000e-02, eta: 22:10:48, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8320, loss_cls: 1.5981, loss: 1.5981, grad_norm: 5.3120 2020-07-25 13:52:18,121 - mmaction - INFO - Epoch [17][420/3757] lr: 1.000e-02, eta: 22:10:34, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8250, loss_cls: 1.7247, loss: 1.7247, grad_norm: 5.3278 2020-07-25 13:52:30,211 - mmaction - INFO - Epoch [17][440/3757] lr: 1.000e-02, eta: 22:10:21, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8109, loss_cls: 1.7211, loss: 1.7211, grad_norm: 5.2904 2020-07-25 13:52:42,357 - mmaction - INFO - Epoch [17][460/3757] lr: 1.000e-02, eta: 22:10:08, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8219, loss_cls: 1.6576, loss: 1.6576, grad_norm: 5.2897 2020-07-25 13:52:54,657 - mmaction - INFO - Epoch [17][480/3757] lr: 1.000e-02, eta: 22:09:54, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8336, loss_cls: 1.6342, loss: 1.6342, grad_norm: 5.3396 2020-07-25 13:53:06,782 - mmaction - INFO - Epoch [17][500/3757] lr: 1.000e-02, eta: 22:09:41, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.2433 2020-07-25 13:53:19,168 - mmaction - INFO - Epoch [17][520/3757] lr: 1.000e-02, eta: 22:09:28, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8273, loss_cls: 1.7128, loss: 1.7128, grad_norm: 5.4734 2020-07-25 13:53:31,203 - mmaction - INFO - Epoch [17][540/3757] lr: 1.000e-02, eta: 22:09:15, time: 0.602, data_time: 0.002, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8234, loss_cls: 1.7199, loss: 1.7199, grad_norm: 5.5575 2020-07-25 13:53:43,510 - mmaction - INFO - Epoch [17][560/3757] lr: 1.000e-02, eta: 22:09:02, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8242, loss_cls: 1.7584, loss: 1.7584, grad_norm: 5.4493 2020-07-25 13:53:55,544 - mmaction - INFO - Epoch [17][580/3757] lr: 1.000e-02, eta: 22:08:48, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8219, loss_cls: 1.7094, loss: 1.7094, grad_norm: 5.3506 2020-07-25 13:54:07,856 - mmaction - INFO - Epoch [17][600/3757] lr: 1.000e-02, eta: 22:08:35, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8195, loss_cls: 1.6689, loss: 1.6689, grad_norm: 5.3204 2020-07-25 13:54:20,248 - mmaction - INFO - Epoch [17][620/3757] lr: 1.000e-02, eta: 22:08:22, time: 0.619, data_time: 0.004, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8055, loss_cls: 1.7706, loss: 1.7706, grad_norm: 5.4250 2020-07-25 13:54:32,299 - mmaction - INFO - Epoch [17][640/3757] lr: 1.000e-02, eta: 22:08:09, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8258, loss_cls: 1.7280, loss: 1.7280, grad_norm: 5.4815 2020-07-25 13:54:44,523 - mmaction - INFO - Epoch [17][660/3757] lr: 1.000e-02, eta: 22:07:55, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6506, loss: 1.6506, grad_norm: 5.0330 2020-07-25 13:54:56,751 - mmaction - INFO - Epoch [17][680/3757] lr: 1.000e-02, eta: 22:07:42, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8187, loss_cls: 1.7263, loss: 1.7263, grad_norm: 5.1754 2020-07-25 13:55:08,958 - mmaction - INFO - Epoch [17][700/3757] lr: 1.000e-02, eta: 22:07:29, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8250, loss_cls: 1.6179, loss: 1.6179, grad_norm: 5.1027 2020-07-25 13:55:21,248 - mmaction - INFO - Epoch [17][720/3757] lr: 1.000e-02, eta: 22:07:16, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5672, top5_acc: 0.7969, loss_cls: 1.8065, loss: 1.8065, grad_norm: 5.6242 2020-07-25 13:55:33,413 - mmaction - INFO - Epoch [17][740/3757] lr: 1.000e-02, eta: 22:07:03, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.6359, loss: 1.6359, grad_norm: 5.2047 2020-07-25 13:55:45,588 - mmaction - INFO - Epoch [17][760/3757] lr: 1.000e-02, eta: 22:06:49, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8203, loss_cls: 1.7253, loss: 1.7253, grad_norm: 5.4149 2020-07-25 13:55:57,746 - mmaction - INFO - Epoch [17][780/3757] lr: 1.000e-02, eta: 22:06:36, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8172, loss_cls: 1.7106, loss: 1.7106, grad_norm: 5.1351 2020-07-25 13:56:10,157 - mmaction - INFO - Epoch [17][800/3757] lr: 1.000e-02, eta: 22:06:23, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.5602, top5_acc: 0.8070, loss_cls: 1.7840, loss: 1.7840, grad_norm: 5.3557 2020-07-25 13:56:22,375 - mmaction - INFO - Epoch [17][820/3757] lr: 1.000e-02, eta: 22:06:10, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8398, loss_cls: 1.6135, loss: 1.6135, grad_norm: 5.1926 2020-07-25 13:56:34,796 - mmaction - INFO - Epoch [17][840/3757] lr: 1.000e-02, eta: 22:05:57, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8352, loss_cls: 1.5857, loss: 1.5857, grad_norm: 5.1915 2020-07-25 13:56:47,016 - mmaction - INFO - Epoch [17][860/3757] lr: 1.000e-02, eta: 22:05:44, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.6877, loss: 1.6877, grad_norm: 5.2251 2020-07-25 13:56:59,285 - mmaction - INFO - Epoch [17][880/3757] lr: 1.000e-02, eta: 22:05:31, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8328, loss_cls: 1.5909, loss: 1.5909, grad_norm: 5.1064 2020-07-25 13:57:11,511 - mmaction - INFO - Epoch [17][900/3757] lr: 1.000e-02, eta: 22:05:18, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5953, top5_acc: 0.7969, loss_cls: 1.7403, loss: 1.7403, grad_norm: 5.1461 2020-07-25 13:57:23,745 - mmaction - INFO - Epoch [17][920/3757] lr: 1.000e-02, eta: 22:05:04, time: 0.609, data_time: 0.009, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8258, loss_cls: 1.6421, loss: 1.6421, grad_norm: 5.1252 2020-07-25 13:57:35,709 - mmaction - INFO - Epoch [17][940/3757] lr: 1.000e-02, eta: 22:04:51, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8227, loss_cls: 1.6477, loss: 1.6477, grad_norm: 5.3975 2020-07-25 13:57:48,007 - mmaction - INFO - Epoch [17][960/3757] lr: 1.000e-02, eta: 22:04:38, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5648, top5_acc: 0.7961, loss_cls: 1.7966, loss: 1.7966, grad_norm: 5.2542 2020-07-25 13:58:00,204 - mmaction - INFO - Epoch [17][980/3757] lr: 1.000e-02, eta: 22:04:25, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8320, loss_cls: 1.5876, loss: 1.5876, grad_norm: 5.1759 2020-07-25 13:58:12,417 - mmaction - INFO - Epoch [17][1000/3757] lr: 1.000e-02, eta: 22:04:11, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.6955, loss: 1.6955, grad_norm: 5.3164 2020-07-25 13:58:24,651 - mmaction - INFO - Epoch [17][1020/3757] lr: 1.000e-02, eta: 22:03:58, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8039, loss_cls: 1.7854, loss: 1.7854, grad_norm: 5.4105 2020-07-25 13:58:36,839 - mmaction - INFO - Epoch [17][1040/3757] lr: 1.000e-02, eta: 22:03:45, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8281, loss_cls: 1.6043, loss: 1.6043, grad_norm: 5.2019 2020-07-25 13:58:49,062 - mmaction - INFO - Epoch [17][1060/3757] lr: 1.000e-02, eta: 22:03:32, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8211, loss_cls: 1.6994, loss: 1.6994, grad_norm: 5.3539 2020-07-25 13:59:01,389 - mmaction - INFO - Epoch [17][1080/3757] lr: 1.000e-02, eta: 22:03:19, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8273, loss_cls: 1.6377, loss: 1.6377, grad_norm: 5.2563 2020-07-25 13:59:13,639 - mmaction - INFO - Epoch [17][1100/3757] lr: 1.000e-02, eta: 22:03:06, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.6879, loss: 1.6879, grad_norm: 5.3571 2020-07-25 13:59:25,908 - mmaction - INFO - Epoch [17][1120/3757] lr: 1.000e-02, eta: 22:02:52, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8016, loss_cls: 1.8050, loss: 1.8050, grad_norm: 5.3555 2020-07-25 13:59:38,258 - mmaction - INFO - Epoch [17][1140/3757] lr: 1.000e-02, eta: 22:02:40, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.6674, loss: 1.6674, grad_norm: 5.2083 2020-07-25 13:59:50,570 - mmaction - INFO - Epoch [17][1160/3757] lr: 1.000e-02, eta: 22:02:27, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8328, loss_cls: 1.5803, loss: 1.5803, grad_norm: 5.1258 2020-07-25 14:00:02,824 - mmaction - INFO - Epoch [17][1180/3757] lr: 1.000e-02, eta: 22:02:13, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8344, loss_cls: 1.5858, loss: 1.5858, grad_norm: 5.1537 2020-07-25 14:00:16,956 - mmaction - INFO - Epoch [17][1200/3757] lr: 1.000e-02, eta: 22:02:04, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8203, loss_cls: 1.7511, loss: 1.7511, grad_norm: 5.4497 2020-07-25 14:00:29,322 - mmaction - INFO - Epoch [17][1220/3757] lr: 1.000e-02, eta: 22:01:51, time: 0.626, data_time: 0.019, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8133, loss_cls: 1.7396, loss: 1.7396, grad_norm: 5.5086 2020-07-25 14:00:41,657 - mmaction - INFO - Epoch [17][1240/3757] lr: 1.000e-02, eta: 22:01:38, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8094, loss_cls: 1.7388, loss: 1.7388, grad_norm: 5.4653 2020-07-25 14:00:53,836 - mmaction - INFO - Epoch [17][1260/3757] lr: 1.000e-02, eta: 22:01:25, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8258, loss_cls: 1.6458, loss: 1.6458, grad_norm: 5.3803 2020-07-25 14:01:06,613 - mmaction - INFO - Epoch [17][1280/3757] lr: 1.000e-02, eta: 22:01:13, time: 0.639, data_time: 0.003, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8102, loss_cls: 1.7682, loss: 1.7682, grad_norm: 5.7513 2020-07-25 14:01:19,010 - mmaction - INFO - Epoch [17][1300/3757] lr: 1.000e-02, eta: 22:01:00, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8023, loss_cls: 1.8019, loss: 1.8019, grad_norm: 5.4803 2020-07-25 14:01:31,176 - mmaction - INFO - Epoch [17][1320/3757] lr: 1.000e-02, eta: 22:00:47, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8141, loss_cls: 1.7801, loss: 1.7801, grad_norm: 5.3370 2020-07-25 14:01:43,514 - mmaction - INFO - Epoch [17][1340/3757] lr: 1.000e-02, eta: 22:00:34, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8094, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.2584 2020-07-25 14:01:55,664 - mmaction - INFO - Epoch [17][1360/3757] lr: 1.000e-02, eta: 22:00:21, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5867, top5_acc: 0.7984, loss_cls: 1.7111, loss: 1.7111, grad_norm: 5.3479 2020-07-25 14:02:07,966 - mmaction - INFO - Epoch [17][1380/3757] lr: 1.000e-02, eta: 22:00:08, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8180, loss_cls: 1.6823, loss: 1.6823, grad_norm: 5.3013 2020-07-25 14:02:20,182 - mmaction - INFO - Epoch [17][1400/3757] lr: 1.000e-02, eta: 21:59:54, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.5578, top5_acc: 0.8125, loss_cls: 1.7577, loss: 1.7577, grad_norm: 5.3639 2020-07-25 14:02:32,343 - mmaction - INFO - Epoch [17][1420/3757] lr: 1.000e-02, eta: 21:59:41, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8039, loss_cls: 1.7939, loss: 1.7939, grad_norm: 5.3515 2020-07-25 14:02:44,582 - mmaction - INFO - Epoch [17][1440/3757] lr: 1.000e-02, eta: 21:59:28, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8102, loss_cls: 1.7770, loss: 1.7770, grad_norm: 5.4420 2020-07-25 14:02:56,675 - mmaction - INFO - Epoch [17][1460/3757] lr: 1.000e-02, eta: 21:59:15, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8352, loss_cls: 1.6273, loss: 1.6273, grad_norm: 5.1429 2020-07-25 14:03:09,044 - mmaction - INFO - Epoch [17][1480/3757] lr: 1.000e-02, eta: 21:59:02, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8297, loss_cls: 1.6420, loss: 1.6420, grad_norm: 5.2058 2020-07-25 14:03:21,179 - mmaction - INFO - Epoch [17][1500/3757] lr: 1.000e-02, eta: 21:58:48, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8250, loss_cls: 1.6575, loss: 1.6575, grad_norm: 5.2595 2020-07-25 14:03:33,399 - mmaction - INFO - Epoch [17][1520/3757] lr: 1.000e-02, eta: 21:58:35, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.6780, loss: 1.6780, grad_norm: 5.3487 2020-07-25 14:03:45,515 - mmaction - INFO - Epoch [17][1540/3757] lr: 1.000e-02, eta: 21:58:22, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8180, loss_cls: 1.6777, loss: 1.6777, grad_norm: 5.2740 2020-07-25 14:03:57,796 - mmaction - INFO - Epoch [17][1560/3757] lr: 1.000e-02, eta: 21:58:09, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.6812, loss: 1.6812, grad_norm: 5.2348 2020-07-25 14:04:09,907 - mmaction - INFO - Epoch [17][1580/3757] lr: 1.000e-02, eta: 21:57:55, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8141, loss_cls: 1.7308, loss: 1.7308, grad_norm: 5.3223 2020-07-25 14:04:21,921 - mmaction - INFO - Epoch [17][1600/3757] lr: 1.000e-02, eta: 21:57:42, time: 0.600, data_time: 0.004, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8148, loss_cls: 1.7092, loss: 1.7092, grad_norm: 5.2889 2020-07-25 14:04:33,990 - mmaction - INFO - Epoch [17][1620/3757] lr: 1.000e-02, eta: 21:57:28, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.5492, top5_acc: 0.8039, loss_cls: 1.7869, loss: 1.7869, grad_norm: 5.4784 2020-07-25 14:04:46,348 - mmaction - INFO - Epoch [17][1640/3757] lr: 1.000e-02, eta: 21:57:15, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6372, loss: 1.6372, grad_norm: 5.3190 2020-07-25 14:04:58,449 - mmaction - INFO - Epoch [17][1660/3757] lr: 1.000e-02, eta: 21:57:02, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.7446, loss: 1.7446, grad_norm: 5.3691 2020-07-25 14:05:10,763 - mmaction - INFO - Epoch [17][1680/3757] lr: 1.000e-02, eta: 21:56:49, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8250, loss_cls: 1.6859, loss: 1.6859, grad_norm: 5.3398 2020-07-25 14:05:22,813 - mmaction - INFO - Epoch [17][1700/3757] lr: 1.000e-02, eta: 21:56:35, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8094, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.2968 2020-07-25 14:05:35,044 - mmaction - INFO - Epoch [17][1720/3757] lr: 1.000e-02, eta: 21:56:22, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8172, loss_cls: 1.6911, loss: 1.6911, grad_norm: 5.2155 2020-07-25 14:05:47,196 - mmaction - INFO - Epoch [17][1740/3757] lr: 1.000e-02, eta: 21:56:09, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8000, loss_cls: 1.8060, loss: 1.8060, grad_norm: 5.4595 2020-07-25 14:05:59,616 - mmaction - INFO - Epoch [17][1760/3757] lr: 1.000e-02, eta: 21:55:56, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7867, loss: 1.7867, grad_norm: 5.4313 2020-07-25 14:06:11,923 - mmaction - INFO - Epoch [17][1780/3757] lr: 1.000e-02, eta: 21:55:43, time: 0.622, data_time: 0.009, memory: 7079, top1_acc: 0.5750, top5_acc: 0.7961, loss_cls: 1.7325, loss: 1.7325, grad_norm: 5.1612 2020-07-25 14:06:24,241 - mmaction - INFO - Epoch [17][1800/3757] lr: 1.000e-02, eta: 21:55:30, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8172, loss_cls: 1.7464, loss: 1.7464, grad_norm: 5.4408 2020-07-25 14:06:36,384 - mmaction - INFO - Epoch [17][1820/3757] lr: 1.000e-02, eta: 21:55:17, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8070, loss_cls: 1.7404, loss: 1.7404, grad_norm: 5.5002 2020-07-25 14:06:48,656 - mmaction - INFO - Epoch [17][1840/3757] lr: 1.000e-02, eta: 21:55:04, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8031, loss_cls: 1.7614, loss: 1.7614, grad_norm: 5.3143 2020-07-25 14:07:00,955 - mmaction - INFO - Epoch [17][1860/3757] lr: 1.000e-02, eta: 21:54:51, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8055, loss_cls: 1.7350, loss: 1.7350, grad_norm: 5.2134 2020-07-25 14:07:12,990 - mmaction - INFO - Epoch [17][1880/3757] lr: 1.000e-02, eta: 21:54:37, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8141, loss_cls: 1.6905, loss: 1.6905, grad_norm: 5.4394 2020-07-25 14:07:25,228 - mmaction - INFO - Epoch [17][1900/3757] lr: 1.000e-02, eta: 21:54:24, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8148, loss_cls: 1.6985, loss: 1.6985, grad_norm: 5.4063 2020-07-25 14:07:37,484 - mmaction - INFO - Epoch [17][1920/3757] lr: 1.000e-02, eta: 21:54:11, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8063, loss_cls: 1.6906, loss: 1.6906, grad_norm: 5.1638 2020-07-25 14:07:49,639 - mmaction - INFO - Epoch [17][1940/3757] lr: 1.000e-02, eta: 21:53:58, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8320, loss_cls: 1.6543, loss: 1.6543, grad_norm: 5.1685 2020-07-25 14:08:01,908 - mmaction - INFO - Epoch [17][1960/3757] lr: 1.000e-02, eta: 21:53:44, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8328, loss_cls: 1.6457, loss: 1.6457, grad_norm: 5.4045 2020-07-25 14:08:14,235 - mmaction - INFO - Epoch [17][1980/3757] lr: 1.000e-02, eta: 21:53:31, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.7517, loss: 1.7517, grad_norm: 5.4652 2020-07-25 14:08:26,360 - mmaction - INFO - Epoch [17][2000/3757] lr: 1.000e-02, eta: 21:53:18, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8117, loss_cls: 1.7472, loss: 1.7472, grad_norm: 5.3033 2020-07-25 14:08:38,734 - mmaction - INFO - Epoch [17][2020/3757] lr: 1.000e-02, eta: 21:53:05, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8203, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.3222 2020-07-25 14:08:50,945 - mmaction - INFO - Epoch [17][2040/3757] lr: 1.000e-02, eta: 21:52:52, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8086, loss_cls: 1.7433, loss: 1.7433, grad_norm: 5.4482 2020-07-25 14:09:03,162 - mmaction - INFO - Epoch [17][2060/3757] lr: 1.000e-02, eta: 21:52:39, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5555, top5_acc: 0.8008, loss_cls: 1.8147, loss: 1.8147, grad_norm: 5.5193 2020-07-25 14:09:15,493 - mmaction - INFO - Epoch [17][2080/3757] lr: 1.000e-02, eta: 21:52:26, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8242, loss_cls: 1.6612, loss: 1.6612, grad_norm: 5.3114 2020-07-25 14:09:27,759 - mmaction - INFO - Epoch [17][2100/3757] lr: 1.000e-02, eta: 21:52:13, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8023, loss_cls: 1.7693, loss: 1.7693, grad_norm: 5.3375 2020-07-25 14:09:39,928 - mmaction - INFO - Epoch [17][2120/3757] lr: 1.000e-02, eta: 21:52:00, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8250, loss_cls: 1.7149, loss: 1.7149, grad_norm: 5.3962 2020-07-25 14:09:52,110 - mmaction - INFO - Epoch [17][2140/3757] lr: 1.000e-02, eta: 21:51:46, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.8004, loss: 1.8004, grad_norm: 5.4852 2020-07-25 14:10:04,213 - mmaction - INFO - Epoch [17][2160/3757] lr: 1.000e-02, eta: 21:51:33, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8031, loss_cls: 1.7639, loss: 1.7639, grad_norm: 5.2935 2020-07-25 14:10:16,653 - mmaction - INFO - Epoch [17][2180/3757] lr: 1.000e-02, eta: 21:51:20, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8258, loss_cls: 1.6444, loss: 1.6444, grad_norm: 5.3107 2020-07-25 14:10:28,873 - mmaction - INFO - Epoch [17][2200/3757] lr: 1.000e-02, eta: 21:51:07, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.6160, loss: 1.6160, grad_norm: 5.2033 2020-07-25 14:10:41,156 - mmaction - INFO - Epoch [17][2220/3757] lr: 1.000e-02, eta: 21:50:54, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8227, loss_cls: 1.6507, loss: 1.6507, grad_norm: 5.0678 2020-07-25 14:10:53,209 - mmaction - INFO - Epoch [17][2240/3757] lr: 1.000e-02, eta: 21:50:41, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8070, loss_cls: 1.7540, loss: 1.7540, grad_norm: 5.4471 2020-07-25 14:11:05,410 - mmaction - INFO - Epoch [17][2260/3757] lr: 1.000e-02, eta: 21:50:27, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8102, loss_cls: 1.7572, loss: 1.7572, grad_norm: 5.4834 2020-07-25 14:11:17,503 - mmaction - INFO - Epoch [17][2280/3757] lr: 1.000e-02, eta: 21:50:14, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8086, loss_cls: 1.7083, loss: 1.7083, grad_norm: 5.4394 2020-07-25 14:11:29,860 - mmaction - INFO - Epoch [17][2300/3757] lr: 1.000e-02, eta: 21:50:01, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.5648, top5_acc: 0.7984, loss_cls: 1.7978, loss: 1.7978, grad_norm: 5.2494 2020-07-25 14:11:42,047 - mmaction - INFO - Epoch [17][2320/3757] lr: 1.000e-02, eta: 21:49:48, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.7162, loss: 1.7162, grad_norm: 5.1450 2020-07-25 14:11:54,325 - mmaction - INFO - Epoch [17][2340/3757] lr: 1.000e-02, eta: 21:49:35, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8008, loss_cls: 1.7172, loss: 1.7172, grad_norm: 5.2599 2020-07-25 14:12:06,458 - mmaction - INFO - Epoch [17][2360/3757] lr: 1.000e-02, eta: 21:49:22, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8086, loss_cls: 1.7543, loss: 1.7543, grad_norm: 5.4889 2020-07-25 14:12:18,709 - mmaction - INFO - Epoch [17][2380/3757] lr: 1.000e-02, eta: 21:49:08, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8172, loss_cls: 1.7357, loss: 1.7357, grad_norm: 5.4717 2020-07-25 14:12:30,881 - mmaction - INFO - Epoch [17][2400/3757] lr: 1.000e-02, eta: 21:48:55, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8102, loss_cls: 1.7368, loss: 1.7368, grad_norm: 5.2446 2020-07-25 14:12:43,500 - mmaction - INFO - Epoch [17][2420/3757] lr: 1.000e-02, eta: 21:48:43, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.7341, loss: 1.7341, grad_norm: 5.3310 2020-07-25 14:12:55,697 - mmaction - INFO - Epoch [17][2440/3757] lr: 1.000e-02, eta: 21:48:30, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8227, loss_cls: 1.7226, loss: 1.7226, grad_norm: 5.2216 2020-07-25 14:13:08,039 - mmaction - INFO - Epoch [17][2460/3757] lr: 1.000e-02, eta: 21:48:17, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8203, loss_cls: 1.6779, loss: 1.6779, grad_norm: 5.0897 2020-07-25 14:13:20,145 - mmaction - INFO - Epoch [17][2480/3757] lr: 1.000e-02, eta: 21:48:03, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8164, loss_cls: 1.7042, loss: 1.7042, grad_norm: 5.3560 2020-07-25 14:13:32,380 - mmaction - INFO - Epoch [17][2500/3757] lr: 1.000e-02, eta: 21:47:50, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8055, loss_cls: 1.6700, loss: 1.6700, grad_norm: 5.1979 2020-07-25 14:13:44,693 - mmaction - INFO - Epoch [17][2520/3757] lr: 1.000e-02, eta: 21:47:37, time: 0.616, data_time: 0.004, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7992, loss: 1.7992, grad_norm: 5.4582 2020-07-25 14:13:56,991 - mmaction - INFO - Epoch [17][2540/3757] lr: 1.000e-02, eta: 21:47:24, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8227, loss_cls: 1.7270, loss: 1.7270, grad_norm: 5.3939 2020-07-25 14:14:09,155 - mmaction - INFO - Epoch [17][2560/3757] lr: 1.000e-02, eta: 21:47:11, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8156, loss_cls: 1.7311, loss: 1.7311, grad_norm: 5.3549 2020-07-25 14:14:21,335 - mmaction - INFO - Epoch [17][2580/3757] lr: 1.000e-02, eta: 21:46:58, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8047, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.1958 2020-07-25 14:14:33,577 - mmaction - INFO - Epoch [17][2600/3757] lr: 1.000e-02, eta: 21:46:45, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8109, loss_cls: 1.6977, loss: 1.6977, grad_norm: 5.2646 2020-07-25 14:14:45,894 - mmaction - INFO - Epoch [17][2620/3757] lr: 1.000e-02, eta: 21:46:31, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5711, top5_acc: 0.7969, loss_cls: 1.8398, loss: 1.8398, grad_norm: 5.3940 2020-07-25 14:14:58,058 - mmaction - INFO - Epoch [17][2640/3757] lr: 1.000e-02, eta: 21:46:18, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.6800, loss: 1.6800, grad_norm: 5.2805 2020-07-25 14:15:10,278 - mmaction - INFO - Epoch [17][2660/3757] lr: 1.000e-02, eta: 21:46:05, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8219, loss_cls: 1.6848, loss: 1.6848, grad_norm: 5.4322 2020-07-25 14:15:22,572 - mmaction - INFO - Epoch [17][2680/3757] lr: 1.000e-02, eta: 21:45:52, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8156, loss_cls: 1.7724, loss: 1.7724, grad_norm: 5.4283 2020-07-25 14:15:34,717 - mmaction - INFO - Epoch [17][2700/3757] lr: 1.000e-02, eta: 21:45:39, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.7645, loss: 1.7645, grad_norm: 5.4575 2020-07-25 14:15:46,959 - mmaction - INFO - Epoch [17][2720/3757] lr: 1.000e-02, eta: 21:45:26, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8234, loss_cls: 1.7008, loss: 1.7008, grad_norm: 5.2530 2020-07-25 14:15:59,045 - mmaction - INFO - Epoch [17][2740/3757] lr: 1.000e-02, eta: 21:45:12, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8172, loss_cls: 1.7022, loss: 1.7022, grad_norm: 5.3609 2020-07-25 14:16:11,410 - mmaction - INFO - Epoch [17][2760/3757] lr: 1.000e-02, eta: 21:44:59, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8219, loss_cls: 1.6613, loss: 1.6613, grad_norm: 5.2047 2020-07-25 14:16:23,424 - mmaction - INFO - Epoch [17][2780/3757] lr: 1.000e-02, eta: 21:44:46, time: 0.606, data_time: 0.009, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7632, loss: 1.7632, grad_norm: 5.2346 2020-07-25 14:16:35,729 - mmaction - INFO - Epoch [17][2800/3757] lr: 1.000e-02, eta: 21:44:33, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8141, loss_cls: 1.6518, loss: 1.6518, grad_norm: 5.1640 2020-07-25 14:16:47,908 - mmaction - INFO - Epoch [17][2820/3757] lr: 1.000e-02, eta: 21:44:20, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8094, loss_cls: 1.7411, loss: 1.7411, grad_norm: 5.5018 2020-07-25 14:17:00,205 - mmaction - INFO - Epoch [17][2840/3757] lr: 1.000e-02, eta: 21:44:07, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8047, loss_cls: 1.7576, loss: 1.7576, grad_norm: 5.3926 2020-07-25 14:17:12,338 - mmaction - INFO - Epoch [17][2860/3757] lr: 1.000e-02, eta: 21:43:54, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5633, top5_acc: 0.7937, loss_cls: 1.7527, loss: 1.7527, grad_norm: 5.3191 2020-07-25 14:17:24,664 - mmaction - INFO - Epoch [17][2880/3757] lr: 1.000e-02, eta: 21:43:40, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8156, loss_cls: 1.7130, loss: 1.7130, grad_norm: 5.3319 2020-07-25 14:17:36,768 - mmaction - INFO - Epoch [17][2900/3757] lr: 1.000e-02, eta: 21:43:27, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8180, loss_cls: 1.6785, loss: 1.6785, grad_norm: 5.1289 2020-07-25 14:17:48,989 - mmaction - INFO - Epoch [17][2920/3757] lr: 1.000e-02, eta: 21:43:14, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7945, loss_cls: 1.8191, loss: 1.8191, grad_norm: 5.5314 2020-07-25 14:18:01,041 - mmaction - INFO - Epoch [17][2940/3757] lr: 1.000e-02, eta: 21:43:01, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8352, loss_cls: 1.5870, loss: 1.5870, grad_norm: 5.1621 2020-07-25 14:18:13,516 - mmaction - INFO - Epoch [17][2960/3757] lr: 1.000e-02, eta: 21:42:48, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8148, loss_cls: 1.7524, loss: 1.7524, grad_norm: 5.2285 2020-07-25 14:18:25,666 - mmaction - INFO - Epoch [17][2980/3757] lr: 1.000e-02, eta: 21:42:35, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8313, loss_cls: 1.6832, loss: 1.6832, grad_norm: 5.2986 2020-07-25 14:18:37,992 - mmaction - INFO - Epoch [17][3000/3757] lr: 1.000e-02, eta: 21:42:22, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8234, loss_cls: 1.6802, loss: 1.6802, grad_norm: 5.2083 2020-07-25 14:18:50,082 - mmaction - INFO - Epoch [17][3020/3757] lr: 1.000e-02, eta: 21:42:08, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8008, loss_cls: 1.8341, loss: 1.8341, grad_norm: 5.6845 2020-07-25 14:19:02,497 - mmaction - INFO - Epoch [17][3040/3757] lr: 1.000e-02, eta: 21:41:56, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8391, loss_cls: 1.6538, loss: 1.6538, grad_norm: 5.4853 2020-07-25 14:19:14,590 - mmaction - INFO - Epoch [17][3060/3757] lr: 1.000e-02, eta: 21:41:42, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7092, loss: 1.7092, grad_norm: 5.4277 2020-07-25 14:19:26,934 - mmaction - INFO - Epoch [17][3080/3757] lr: 1.000e-02, eta: 21:41:29, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.5648, top5_acc: 0.8023, loss_cls: 1.8048, loss: 1.8048, grad_norm: 5.5241 2020-07-25 14:19:39,151 - mmaction - INFO - Epoch [17][3100/3757] lr: 1.000e-02, eta: 21:41:16, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8109, loss_cls: 1.7745, loss: 1.7745, grad_norm: 5.4632 2020-07-25 14:19:51,371 - mmaction - INFO - Epoch [17][3120/3757] lr: 1.000e-02, eta: 21:41:03, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8070, loss_cls: 1.7122, loss: 1.7122, grad_norm: 5.1247 2020-07-25 14:20:03,582 - mmaction - INFO - Epoch [17][3140/3757] lr: 1.000e-02, eta: 21:40:50, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.6975, loss: 1.6975, grad_norm: 5.1268 2020-07-25 14:20:15,665 - mmaction - INFO - Epoch [17][3160/3757] lr: 1.000e-02, eta: 21:40:36, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.7069, loss: 1.7069, grad_norm: 5.3566 2020-07-25 14:20:27,838 - mmaction - INFO - Epoch [17][3180/3757] lr: 1.000e-02, eta: 21:40:23, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8203, loss_cls: 1.7797, loss: 1.7797, grad_norm: 5.4619 2020-07-25 14:20:40,024 - mmaction - INFO - Epoch [17][3200/3757] lr: 1.000e-02, eta: 21:40:10, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8141, loss_cls: 1.7192, loss: 1.7192, grad_norm: 5.2844 2020-07-25 14:20:52,214 - mmaction - INFO - Epoch [17][3220/3757] lr: 1.000e-02, eta: 21:39:57, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8133, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.1642 2020-07-25 14:21:04,554 - mmaction - INFO - Epoch [17][3240/3757] lr: 1.000e-02, eta: 21:39:44, time: 0.620, data_time: 0.009, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8359, loss_cls: 1.6509, loss: 1.6509, grad_norm: 5.0740 2020-07-25 14:21:16,750 - mmaction - INFO - Epoch [17][3260/3757] lr: 1.000e-02, eta: 21:39:31, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8273, loss_cls: 1.6617, loss: 1.6617, grad_norm: 5.1024 2020-07-25 14:21:28,860 - mmaction - INFO - Epoch [17][3280/3757] lr: 1.000e-02, eta: 21:39:17, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.8061, loss: 1.8061, grad_norm: 5.2616 2020-07-25 14:21:41,186 - mmaction - INFO - Epoch [17][3300/3757] lr: 1.000e-02, eta: 21:39:04, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.1944 2020-07-25 14:21:53,389 - mmaction - INFO - Epoch [17][3320/3757] lr: 1.000e-02, eta: 21:38:51, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8172, loss_cls: 1.7189, loss: 1.7189, grad_norm: 5.3588 2020-07-25 14:22:05,743 - mmaction - INFO - Epoch [17][3340/3757] lr: 1.000e-02, eta: 21:38:38, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.8197, loss: 1.8197, grad_norm: 5.2338 2020-07-25 14:22:17,889 - mmaction - INFO - Epoch [17][3360/3757] lr: 1.000e-02, eta: 21:38:25, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.7984, loss_cls: 1.8147, loss: 1.8147, grad_norm: 5.3272 2020-07-25 14:22:30,289 - mmaction - INFO - Epoch [17][3380/3757] lr: 1.000e-02, eta: 21:38:12, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8227, loss_cls: 1.6554, loss: 1.6554, grad_norm: 5.4280 2020-07-25 14:22:42,283 - mmaction - INFO - Epoch [17][3400/3757] lr: 1.000e-02, eta: 21:37:59, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.5633, top5_acc: 0.8055, loss_cls: 1.7932, loss: 1.7932, grad_norm: 5.4768 2020-07-25 14:22:54,617 - mmaction - INFO - Epoch [17][3420/3757] lr: 1.000e-02, eta: 21:37:46, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8258, loss_cls: 1.6989, loss: 1.6989, grad_norm: 5.2246 2020-07-25 14:23:06,722 - mmaction - INFO - Epoch [17][3440/3757] lr: 1.000e-02, eta: 21:37:33, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5883, top5_acc: 0.7969, loss_cls: 1.7931, loss: 1.7931, grad_norm: 5.4341 2020-07-25 14:23:19,053 - mmaction - INFO - Epoch [17][3460/3757] lr: 1.000e-02, eta: 21:37:19, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8117, loss_cls: 1.8042, loss: 1.8042, grad_norm: 5.4450 2020-07-25 14:23:31,224 - mmaction - INFO - Epoch [17][3480/3757] lr: 1.000e-02, eta: 21:37:06, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7710, loss: 1.7710, grad_norm: 5.2505 2020-07-25 14:23:43,560 - mmaction - INFO - Epoch [17][3500/3757] lr: 1.000e-02, eta: 21:36:53, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8156, loss_cls: 1.7251, loss: 1.7251, grad_norm: 5.1121 2020-07-25 14:23:55,631 - mmaction - INFO - Epoch [17][3520/3757] lr: 1.000e-02, eta: 21:36:40, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8172, loss_cls: 1.6978, loss: 1.6978, grad_norm: 5.2305 2020-07-25 14:24:07,777 - mmaction - INFO - Epoch [17][3540/3757] lr: 1.000e-02, eta: 21:36:27, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8234, loss_cls: 1.6945, loss: 1.6945, grad_norm: 5.3352 2020-07-25 14:24:19,843 - mmaction - INFO - Epoch [17][3560/3757] lr: 1.000e-02, eta: 21:36:13, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5633, top5_acc: 0.8055, loss_cls: 1.7598, loss: 1.7598, grad_norm: 5.3887 2020-07-25 14:24:32,221 - mmaction - INFO - Epoch [17][3580/3757] lr: 1.000e-02, eta: 21:36:00, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8195, loss_cls: 1.6498, loss: 1.6498, grad_norm: 5.2618 2020-07-25 14:24:44,202 - mmaction - INFO - Epoch [17][3600/3757] lr: 1.000e-02, eta: 21:35:47, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8273, loss_cls: 1.6823, loss: 1.6823, grad_norm: 5.1868 2020-07-25 14:24:56,506 - mmaction - INFO - Epoch [17][3620/3757] lr: 1.000e-02, eta: 21:35:34, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7015, loss: 1.7015, grad_norm: 5.4090 2020-07-25 14:25:08,521 - mmaction - INFO - Epoch [17][3640/3757] lr: 1.000e-02, eta: 21:35:21, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.5563, top5_acc: 0.7953, loss_cls: 1.8282, loss: 1.8282, grad_norm: 5.4407 2020-07-25 14:25:20,934 - mmaction - INFO - Epoch [17][3660/3757] lr: 1.000e-02, eta: 21:35:08, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8141, loss_cls: 1.7380, loss: 1.7380, grad_norm: 5.3202 2020-07-25 14:25:33,093 - mmaction - INFO - Epoch [17][3680/3757] lr: 1.000e-02, eta: 21:34:55, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5539, top5_acc: 0.7898, loss_cls: 1.8819, loss: 1.8819, grad_norm: 5.6480 2020-07-25 14:25:45,292 - mmaction - INFO - Epoch [17][3700/3757] lr: 1.000e-02, eta: 21:34:41, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5563, top5_acc: 0.8039, loss_cls: 1.8393, loss: 1.8393, grad_norm: 5.5403 2020-07-25 14:25:57,499 - mmaction - INFO - Epoch [17][3720/3757] lr: 1.000e-02, eta: 21:34:28, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5477, top5_acc: 0.8023, loss_cls: 1.8129, loss: 1.8129, grad_norm: 5.3863 2020-07-25 14:26:10,259 - mmaction - INFO - Epoch [17][3740/3757] lr: 1.000e-02, eta: 21:34:16, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8359, loss_cls: 1.6466, loss: 1.6466, grad_norm: 5.0784 2020-07-25 14:26:20,596 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-07-25 14:26:47,035 - mmaction - INFO - Epoch [18][20/3757] lr: 1.000e-02, eta: 21:33:58, time: 1.290, data_time: 0.623, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8414, loss_cls: 1.6143, loss: 1.6143, grad_norm: 5.2014 2020-07-25 14:26:59,090 - mmaction - INFO - Epoch [18][40/3757] lr: 1.000e-02, eta: 21:33:45, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8391, loss_cls: 1.5814, loss: 1.5814, grad_norm: 5.0901 2020-07-25 14:27:11,403 - mmaction - INFO - Epoch [18][60/3757] lr: 1.000e-02, eta: 21:33:32, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8289, loss_cls: 1.6534, loss: 1.6534, grad_norm: 5.2698 2020-07-25 14:27:23,616 - mmaction - INFO - Epoch [18][80/3757] lr: 1.000e-02, eta: 21:33:19, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8305, loss_cls: 1.6416, loss: 1.6416, grad_norm: 5.2982 2020-07-25 14:27:35,875 - mmaction - INFO - Epoch [18][100/3757] lr: 1.000e-02, eta: 21:33:05, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6772, loss: 1.6772, grad_norm: 5.3516 2020-07-25 14:27:47,867 - mmaction - INFO - Epoch [18][120/3757] lr: 1.000e-02, eta: 21:32:52, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8094, loss_cls: 1.6996, loss: 1.6996, grad_norm: 5.2283 2020-07-25 14:28:00,195 - mmaction - INFO - Epoch [18][140/3757] lr: 1.000e-02, eta: 21:32:39, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8117, loss_cls: 1.6920, loss: 1.6920, grad_norm: 5.3201 2020-07-25 14:28:12,233 - mmaction - INFO - Epoch [18][160/3757] lr: 1.000e-02, eta: 21:32:26, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8328, loss_cls: 1.6031, loss: 1.6031, grad_norm: 5.2241 2020-07-25 14:28:24,351 - mmaction - INFO - Epoch [18][180/3757] lr: 1.000e-02, eta: 21:32:12, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8070, loss_cls: 1.7557, loss: 1.7557, grad_norm: 5.5022 2020-07-25 14:28:36,321 - mmaction - INFO - Epoch [18][200/3757] lr: 1.000e-02, eta: 21:31:59, time: 0.601, data_time: 0.009, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8352, loss_cls: 1.5758, loss: 1.5758, grad_norm: 5.1375 2020-07-25 14:28:48,461 - mmaction - INFO - Epoch [18][220/3757] lr: 1.000e-02, eta: 21:31:45, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8117, loss_cls: 1.6249, loss: 1.6249, grad_norm: 5.1734 2020-07-25 14:29:00,561 - mmaction - INFO - Epoch [18][240/3757] lr: 1.000e-02, eta: 21:31:32, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8453, loss_cls: 1.5272, loss: 1.5272, grad_norm: 5.1880 2020-07-25 14:29:12,906 - mmaction - INFO - Epoch [18][260/3757] lr: 1.000e-02, eta: 21:31:19, time: 0.618, data_time: 0.005, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6410, loss: 1.6410, grad_norm: 5.3706 2020-07-25 14:29:25,046 - mmaction - INFO - Epoch [18][280/3757] lr: 1.000e-02, eta: 21:31:06, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8289, loss_cls: 1.6300, loss: 1.6300, grad_norm: 5.4148 2020-07-25 14:29:37,305 - mmaction - INFO - Epoch [18][300/3757] lr: 1.000e-02, eta: 21:30:53, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8187, loss_cls: 1.6564, loss: 1.6564, grad_norm: 5.2783 2020-07-25 14:29:50,308 - mmaction - INFO - Epoch [18][320/3757] lr: 1.000e-02, eta: 21:30:41, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8195, loss_cls: 1.7011, loss: 1.7011, grad_norm: 5.2272 2020-07-25 14:30:02,500 - mmaction - INFO - Epoch [18][340/3757] lr: 1.000e-02, eta: 21:30:28, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8328, loss_cls: 1.5839, loss: 1.5839, grad_norm: 5.1492 2020-07-25 14:30:15,387 - mmaction - INFO - Epoch [18][360/3757] lr: 1.000e-02, eta: 21:30:16, time: 0.643, data_time: 0.003, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8234, loss_cls: 1.6246, loss: 1.6246, grad_norm: 5.3109 2020-07-25 14:30:27,653 - mmaction - INFO - Epoch [18][380/3757] lr: 1.000e-02, eta: 21:30:03, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8227, loss_cls: 1.6312, loss: 1.6312, grad_norm: 5.3825 2020-07-25 14:30:39,703 - mmaction - INFO - Epoch [18][400/3757] lr: 1.000e-02, eta: 21:29:50, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8367, loss_cls: 1.5870, loss: 1.5870, grad_norm: 5.3437 2020-07-25 14:30:51,930 - mmaction - INFO - Epoch [18][420/3757] lr: 1.000e-02, eta: 21:29:37, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8203, loss_cls: 1.7203, loss: 1.7203, grad_norm: 5.3856 2020-07-25 14:31:04,226 - mmaction - INFO - Epoch [18][440/3757] lr: 1.000e-02, eta: 21:29:24, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8031, loss_cls: 1.7147, loss: 1.7147, grad_norm: 5.4507 2020-07-25 14:31:16,484 - mmaction - INFO - Epoch [18][460/3757] lr: 1.000e-02, eta: 21:29:11, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7992, loss_cls: 1.8009, loss: 1.8009, grad_norm: 5.5104 2020-07-25 14:31:28,667 - mmaction - INFO - Epoch [18][480/3757] lr: 1.000e-02, eta: 21:28:58, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.6802, loss: 1.6802, grad_norm: 5.3738 2020-07-25 14:31:41,015 - mmaction - INFO - Epoch [18][500/3757] lr: 1.000e-02, eta: 21:28:45, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8031, loss_cls: 1.7041, loss: 1.7041, grad_norm: 5.3102 2020-07-25 14:31:53,174 - mmaction - INFO - Epoch [18][520/3757] lr: 1.000e-02, eta: 21:28:31, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.7337, loss: 1.7337, grad_norm: 5.3056 2020-07-25 14:32:05,347 - mmaction - INFO - Epoch [18][540/3757] lr: 1.000e-02, eta: 21:28:18, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7992, loss_cls: 1.7744, loss: 1.7744, grad_norm: 5.2918 2020-07-25 14:32:17,499 - mmaction - INFO - Epoch [18][560/3757] lr: 1.000e-02, eta: 21:28:05, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7883, loss_cls: 1.8843, loss: 1.8843, grad_norm: 5.5318 2020-07-25 14:32:29,830 - mmaction - INFO - Epoch [18][580/3757] lr: 1.000e-02, eta: 21:27:52, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8250, loss_cls: 1.6469, loss: 1.6469, grad_norm: 5.1664 2020-07-25 14:32:42,151 - mmaction - INFO - Epoch [18][600/3757] lr: 1.000e-02, eta: 21:27:39, time: 0.618, data_time: 0.004, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8297, loss_cls: 1.5708, loss: 1.5708, grad_norm: 5.1593 2020-07-25 14:32:54,220 - mmaction - INFO - Epoch [18][620/3757] lr: 1.000e-02, eta: 21:27:26, time: 0.600, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8016, loss_cls: 1.7821, loss: 1.7821, grad_norm: 5.5583 2020-07-25 14:33:06,381 - mmaction - INFO - Epoch [18][640/3757] lr: 1.000e-02, eta: 21:27:13, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6551, loss: 1.6551, grad_norm: 5.3016 2020-07-25 14:33:18,662 - mmaction - INFO - Epoch [18][660/3757] lr: 1.000e-02, eta: 21:27:00, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.7262, loss: 1.7262, grad_norm: 5.3765 2020-07-25 14:33:30,879 - mmaction - INFO - Epoch [18][680/3757] lr: 1.000e-02, eta: 21:26:47, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8187, loss_cls: 1.7009, loss: 1.7009, grad_norm: 5.2658 2020-07-25 14:33:43,021 - mmaction - INFO - Epoch [18][700/3757] lr: 1.000e-02, eta: 21:26:33, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8234, loss_cls: 1.6476, loss: 1.6476, grad_norm: 5.1819 2020-07-25 14:33:55,117 - mmaction - INFO - Epoch [18][720/3757] lr: 1.000e-02, eta: 21:26:20, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8172, loss_cls: 1.7250, loss: 1.7250, grad_norm: 5.5005 2020-07-25 14:34:07,412 - mmaction - INFO - Epoch [18][740/3757] lr: 1.000e-02, eta: 21:26:07, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8266, loss_cls: 1.6664, loss: 1.6664, grad_norm: 5.2442 2020-07-25 14:34:19,583 - mmaction - INFO - Epoch [18][760/3757] lr: 1.000e-02, eta: 21:25:54, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8156, loss_cls: 1.7146, loss: 1.7146, grad_norm: 5.3232 2020-07-25 14:34:31,839 - mmaction - INFO - Epoch [18][780/3757] lr: 1.000e-02, eta: 21:25:41, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6590, loss: 1.6590, grad_norm: 5.2179 2020-07-25 14:34:43,984 - mmaction - INFO - Epoch [18][800/3757] lr: 1.000e-02, eta: 21:25:27, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8203, loss_cls: 1.6863, loss: 1.6863, grad_norm: 5.3512 2020-07-25 14:34:56,240 - mmaction - INFO - Epoch [18][820/3757] lr: 1.000e-02, eta: 21:25:14, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8195, loss_cls: 1.6427, loss: 1.6427, grad_norm: 5.2193 2020-07-25 14:35:08,345 - mmaction - INFO - Epoch [18][840/3757] lr: 1.000e-02, eta: 21:25:01, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6481, loss: 1.6481, grad_norm: 5.2649 2020-07-25 14:35:20,701 - mmaction - INFO - Epoch [18][860/3757] lr: 1.000e-02, eta: 21:24:48, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.6772, loss: 1.6772, grad_norm: 5.3757 2020-07-25 14:35:32,841 - mmaction - INFO - Epoch [18][880/3757] lr: 1.000e-02, eta: 21:24:35, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8016, loss_cls: 1.7403, loss: 1.7403, grad_norm: 5.2822 2020-07-25 14:35:45,133 - mmaction - INFO - Epoch [18][900/3757] lr: 1.000e-02, eta: 21:24:22, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8109, loss_cls: 1.6766, loss: 1.6766, grad_norm: 5.1767 2020-07-25 14:35:57,258 - mmaction - INFO - Epoch [18][920/3757] lr: 1.000e-02, eta: 21:24:09, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5617, top5_acc: 0.8008, loss_cls: 1.7805, loss: 1.7805, grad_norm: 5.3345 2020-07-25 14:36:09,581 - mmaction - INFO - Epoch [18][940/3757] lr: 1.000e-02, eta: 21:23:56, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8344, loss_cls: 1.6064, loss: 1.6064, grad_norm: 5.1252 2020-07-25 14:36:21,793 - mmaction - INFO - Epoch [18][960/3757] lr: 1.000e-02, eta: 21:23:43, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8305, loss_cls: 1.6463, loss: 1.6463, grad_norm: 5.2131 2020-07-25 14:36:34,070 - mmaction - INFO - Epoch [18][980/3757] lr: 1.000e-02, eta: 21:23:30, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8141, loss_cls: 1.7225, loss: 1.7225, grad_norm: 5.4203 2020-07-25 14:36:46,120 - mmaction - INFO - Epoch [18][1000/3757] lr: 1.000e-02, eta: 21:23:16, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8258, loss_cls: 1.7084, loss: 1.7084, grad_norm: 5.3094 2020-07-25 14:36:58,462 - mmaction - INFO - Epoch [18][1020/3757] lr: 1.000e-02, eta: 21:23:03, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8305, loss_cls: 1.5984, loss: 1.5984, grad_norm: 5.2126 2020-07-25 14:37:10,713 - mmaction - INFO - Epoch [18][1040/3757] lr: 1.000e-02, eta: 21:22:50, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8102, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.5663 2020-07-25 14:37:23,019 - mmaction - INFO - Epoch [18][1060/3757] lr: 1.000e-02, eta: 21:22:37, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8016, loss_cls: 1.8021, loss: 1.8021, grad_norm: 5.3782 2020-07-25 14:37:35,095 - mmaction - INFO - Epoch [18][1080/3757] lr: 1.000e-02, eta: 21:22:24, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8273, loss_cls: 1.6545, loss: 1.6545, grad_norm: 5.2424 2020-07-25 14:37:47,242 - mmaction - INFO - Epoch [18][1100/3757] lr: 1.000e-02, eta: 21:22:11, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8063, loss_cls: 1.7719, loss: 1.7719, grad_norm: 5.5052 2020-07-25 14:37:59,349 - mmaction - INFO - Epoch [18][1120/3757] lr: 1.000e-02, eta: 21:21:58, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8094, loss_cls: 1.7668, loss: 1.7668, grad_norm: 5.4057 2020-07-25 14:38:11,582 - mmaction - INFO - Epoch [18][1140/3757] lr: 1.000e-02, eta: 21:21:45, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6724, loss: 1.6724, grad_norm: 5.2503 2020-07-25 14:38:23,840 - mmaction - INFO - Epoch [18][1160/3757] lr: 1.000e-02, eta: 21:21:32, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8398, loss_cls: 1.5759, loss: 1.5759, grad_norm: 5.1104 2020-07-25 14:38:35,973 - mmaction - INFO - Epoch [18][1180/3757] lr: 1.000e-02, eta: 21:21:18, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7857, loss: 1.7857, grad_norm: 5.5548 2020-07-25 14:38:47,928 - mmaction - INFO - Epoch [18][1200/3757] lr: 1.000e-02, eta: 21:21:05, time: 0.598, data_time: 0.003, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.7218, loss: 1.7218, grad_norm: 5.3212 2020-07-25 14:39:00,103 - mmaction - INFO - Epoch [18][1220/3757] lr: 1.000e-02, eta: 21:20:51, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8250, loss_cls: 1.6901, loss: 1.6901, grad_norm: 5.2690 2020-07-25 14:39:12,209 - mmaction - INFO - Epoch [18][1240/3757] lr: 1.000e-02, eta: 21:20:38, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8266, loss_cls: 1.6490, loss: 1.6490, grad_norm: 5.2242 2020-07-25 14:39:24,472 - mmaction - INFO - Epoch [18][1260/3757] lr: 1.000e-02, eta: 21:20:25, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7122, loss: 1.7122, grad_norm: 5.2957 2020-07-25 14:39:36,581 - mmaction - INFO - Epoch [18][1280/3757] lr: 1.000e-02, eta: 21:20:12, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8203, loss_cls: 1.6651, loss: 1.6651, grad_norm: 5.1971 2020-07-25 14:39:48,828 - mmaction - INFO - Epoch [18][1300/3757] lr: 1.000e-02, eta: 21:19:59, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7497, loss: 1.7497, grad_norm: 5.4510 2020-07-25 14:40:00,938 - mmaction - INFO - Epoch [18][1320/3757] lr: 1.000e-02, eta: 21:19:46, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8164, loss_cls: 1.6615, loss: 1.6615, grad_norm: 5.0807 2020-07-25 14:40:13,141 - mmaction - INFO - Epoch [18][1340/3757] lr: 1.000e-02, eta: 21:19:32, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.7023, loss: 1.7023, grad_norm: 5.2631 2020-07-25 14:40:25,268 - mmaction - INFO - Epoch [18][1360/3757] lr: 1.000e-02, eta: 21:19:19, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8164, loss_cls: 1.6990, loss: 1.6990, grad_norm: 5.2949 2020-07-25 14:40:37,533 - mmaction - INFO - Epoch [18][1380/3757] lr: 1.000e-02, eta: 21:19:06, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8305, loss_cls: 1.6720, loss: 1.6720, grad_norm: 5.3749 2020-07-25 14:40:49,671 - mmaction - INFO - Epoch [18][1400/3757] lr: 1.000e-02, eta: 21:18:53, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8336, loss_cls: 1.6142, loss: 1.6142, grad_norm: 5.2440 2020-07-25 14:41:01,970 - mmaction - INFO - Epoch [18][1420/3757] lr: 1.000e-02, eta: 21:18:40, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8078, loss_cls: 1.7252, loss: 1.7252, grad_norm: 5.3085 2020-07-25 14:41:14,175 - mmaction - INFO - Epoch [18][1440/3757] lr: 1.000e-02, eta: 21:18:27, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6431, loss: 1.6431, grad_norm: 5.1776 2020-07-25 14:41:26,403 - mmaction - INFO - Epoch [18][1460/3757] lr: 1.000e-02, eta: 21:18:14, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8375, loss_cls: 1.5848, loss: 1.5848, grad_norm: 5.3994 2020-07-25 14:41:38,582 - mmaction - INFO - Epoch [18][1480/3757] lr: 1.000e-02, eta: 21:18:01, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7189, loss: 1.7189, grad_norm: 5.5010 2020-07-25 14:41:50,642 - mmaction - INFO - Epoch [18][1500/3757] lr: 1.000e-02, eta: 21:17:47, time: 0.602, data_time: 0.002, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8117, loss_cls: 1.7196, loss: 1.7196, grad_norm: 5.3507 2020-07-25 14:42:03,056 - mmaction - INFO - Epoch [18][1520/3757] lr: 1.000e-02, eta: 21:17:35, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8117, loss_cls: 1.7237, loss: 1.7237, grad_norm: 5.4992 2020-07-25 14:42:15,207 - mmaction - INFO - Epoch [18][1540/3757] lr: 1.000e-02, eta: 21:17:21, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8219, loss_cls: 1.6766, loss: 1.6766, grad_norm: 5.3244 2020-07-25 14:42:27,383 - mmaction - INFO - Epoch [18][1560/3757] lr: 1.000e-02, eta: 21:17:08, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8406, loss_cls: 1.6131, loss: 1.6131, grad_norm: 5.1493 2020-07-25 14:42:39,453 - mmaction - INFO - Epoch [18][1580/3757] lr: 1.000e-02, eta: 21:16:55, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8398, loss_cls: 1.5150, loss: 1.5150, grad_norm: 4.9817 2020-07-25 14:42:51,661 - mmaction - INFO - Epoch [18][1600/3757] lr: 1.000e-02, eta: 21:16:42, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5680, top5_acc: 0.7992, loss_cls: 1.8076, loss: 1.8076, grad_norm: 5.5050 2020-07-25 14:43:03,737 - mmaction - INFO - Epoch [18][1620/3757] lr: 1.000e-02, eta: 21:16:28, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8258, loss_cls: 1.6668, loss: 1.6668, grad_norm: 5.2763 2020-07-25 14:43:15,979 - mmaction - INFO - Epoch [18][1640/3757] lr: 1.000e-02, eta: 21:16:15, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8398, loss_cls: 1.6277, loss: 1.6277, grad_norm: 5.3380 2020-07-25 14:43:28,296 - mmaction - INFO - Epoch [18][1660/3757] lr: 1.000e-02, eta: 21:16:03, time: 0.617, data_time: 0.004, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8141, loss_cls: 1.6747, loss: 1.6747, grad_norm: 5.1754 2020-07-25 14:43:40,491 - mmaction - INFO - Epoch [18][1680/3757] lr: 1.000e-02, eta: 21:15:49, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.7410, loss: 1.7410, grad_norm: 5.4356 2020-07-25 14:43:52,512 - mmaction - INFO - Epoch [18][1700/3757] lr: 1.000e-02, eta: 21:15:36, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8172, loss_cls: 1.6942, loss: 1.6942, grad_norm: 5.4406 2020-07-25 14:44:04,808 - mmaction - INFO - Epoch [18][1720/3757] lr: 1.000e-02, eta: 21:15:23, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8305, loss_cls: 1.6959, loss: 1.6959, grad_norm: 5.3960 2020-07-25 14:44:17,055 - mmaction - INFO - Epoch [18][1740/3757] lr: 1.000e-02, eta: 21:15:10, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8336, loss_cls: 1.6945, loss: 1.6945, grad_norm: 5.2089 2020-07-25 14:44:29,308 - mmaction - INFO - Epoch [18][1760/3757] lr: 1.000e-02, eta: 21:14:57, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8164, loss_cls: 1.6804, loss: 1.6804, grad_norm: 5.2341 2020-07-25 14:44:41,637 - mmaction - INFO - Epoch [18][1780/3757] lr: 1.000e-02, eta: 21:14:44, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8195, loss_cls: 1.6932, loss: 1.6932, grad_norm: 5.1547 2020-07-25 14:44:53,863 - mmaction - INFO - Epoch [18][1800/3757] lr: 1.000e-02, eta: 21:14:31, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8344, loss_cls: 1.6340, loss: 1.6340, grad_norm: 5.2939 2020-07-25 14:45:05,860 - mmaction - INFO - Epoch [18][1820/3757] lr: 1.000e-02, eta: 21:14:18, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8242, loss_cls: 1.6702, loss: 1.6702, grad_norm: 5.4002 2020-07-25 14:45:18,137 - mmaction - INFO - Epoch [18][1840/3757] lr: 1.000e-02, eta: 21:14:05, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8227, loss_cls: 1.6111, loss: 1.6111, grad_norm: 5.2148 2020-07-25 14:45:30,355 - mmaction - INFO - Epoch [18][1860/3757] lr: 1.000e-02, eta: 21:13:52, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7977, loss_cls: 1.8038, loss: 1.8038, grad_norm: 5.4702 2020-07-25 14:45:42,636 - mmaction - INFO - Epoch [18][1880/3757] lr: 1.000e-02, eta: 21:13:38, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8219, loss_cls: 1.7503, loss: 1.7503, grad_norm: 5.4014 2020-07-25 14:45:54,539 - mmaction - INFO - Epoch [18][1900/3757] lr: 1.000e-02, eta: 21:13:25, time: 0.599, data_time: 0.008, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8164, loss_cls: 1.7106, loss: 1.7106, grad_norm: 5.3747 2020-07-25 14:46:06,742 - mmaction - INFO - Epoch [18][1920/3757] lr: 1.000e-02, eta: 21:13:12, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8172, loss_cls: 1.7087, loss: 1.7087, grad_norm: 5.4247 2020-07-25 14:46:18,822 - mmaction - INFO - Epoch [18][1940/3757] lr: 1.000e-02, eta: 21:12:59, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8250, loss_cls: 1.6618, loss: 1.6618, grad_norm: 5.2292 2020-07-25 14:46:31,019 - mmaction - INFO - Epoch [18][1960/3757] lr: 1.000e-02, eta: 21:12:45, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8195, loss_cls: 1.7106, loss: 1.7106, grad_norm: 5.3692 2020-07-25 14:46:43,161 - mmaction - INFO - Epoch [18][1980/3757] lr: 1.000e-02, eta: 21:12:32, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7836, loss_cls: 1.8442, loss: 1.8442, grad_norm: 5.4475 2020-07-25 14:46:55,195 - mmaction - INFO - Epoch [18][2000/3757] lr: 1.000e-02, eta: 21:12:19, time: 0.600, data_time: 0.006, memory: 7079, top1_acc: 0.5711, top5_acc: 0.7945, loss_cls: 1.8009, loss: 1.8009, grad_norm: 5.3817 2020-07-25 14:47:07,317 - mmaction - INFO - Epoch [18][2020/3757] lr: 1.000e-02, eta: 21:12:06, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8234, loss_cls: 1.7297, loss: 1.7297, grad_norm: 5.3471 2020-07-25 14:47:19,497 - mmaction - INFO - Epoch [18][2040/3757] lr: 1.000e-02, eta: 21:11:52, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8000, loss_cls: 1.8206, loss: 1.8206, grad_norm: 5.3990 2020-07-25 14:47:31,577 - mmaction - INFO - Epoch [18][2060/3757] lr: 1.000e-02, eta: 21:11:39, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7403, loss: 1.7403, grad_norm: 5.2143 2020-07-25 14:47:43,750 - mmaction - INFO - Epoch [18][2080/3757] lr: 1.000e-02, eta: 21:11:26, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8109, loss_cls: 1.7418, loss: 1.7418, grad_norm: 5.3557 2020-07-25 14:47:56,059 - mmaction - INFO - Epoch [18][2100/3757] lr: 1.000e-02, eta: 21:11:13, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6401, loss: 1.6401, grad_norm: 5.0869 2020-07-25 14:48:08,255 - mmaction - INFO - Epoch [18][2120/3757] lr: 1.000e-02, eta: 21:11:00, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.3903 2020-07-25 14:48:20,549 - mmaction - INFO - Epoch [18][2140/3757] lr: 1.000e-02, eta: 21:10:47, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8141, loss_cls: 1.7158, loss: 1.7158, grad_norm: 5.1407 2020-07-25 14:48:32,707 - mmaction - INFO - Epoch [18][2160/3757] lr: 1.000e-02, eta: 21:10:34, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8242, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.4601 2020-07-25 14:48:45,001 - mmaction - INFO - Epoch [18][2180/3757] lr: 1.000e-02, eta: 21:10:21, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8086, loss_cls: 1.6981, loss: 1.6981, grad_norm: 5.3540 2020-07-25 14:48:57,185 - mmaction - INFO - Epoch [18][2200/3757] lr: 1.000e-02, eta: 21:10:08, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8281, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.3150 2020-07-25 14:49:09,421 - mmaction - INFO - Epoch [18][2220/3757] lr: 1.000e-02, eta: 21:09:55, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8102, loss_cls: 1.7471, loss: 1.7471, grad_norm: 5.6057 2020-07-25 14:49:21,626 - mmaction - INFO - Epoch [18][2240/3757] lr: 1.000e-02, eta: 21:09:42, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8227, loss_cls: 1.6701, loss: 1.6701, grad_norm: 5.1990 2020-07-25 14:49:33,903 - mmaction - INFO - Epoch [18][2260/3757] lr: 1.000e-02, eta: 21:09:29, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8109, loss_cls: 1.7370, loss: 1.7370, grad_norm: 5.2757 2020-07-25 14:49:46,032 - mmaction - INFO - Epoch [18][2280/3757] lr: 1.000e-02, eta: 21:09:15, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8148, loss_cls: 1.7068, loss: 1.7068, grad_norm: 5.3838 2020-07-25 14:49:58,187 - mmaction - INFO - Epoch [18][2300/3757] lr: 1.000e-02, eta: 21:09:02, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8211, loss_cls: 1.7247, loss: 1.7247, grad_norm: 5.4164 2020-07-25 14:50:10,285 - mmaction - INFO - Epoch [18][2320/3757] lr: 1.000e-02, eta: 21:08:49, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8227, loss_cls: 1.6639, loss: 1.6639, grad_norm: 5.3722 2020-07-25 14:50:22,493 - mmaction - INFO - Epoch [18][2340/3757] lr: 1.000e-02, eta: 21:08:36, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8273, loss_cls: 1.7328, loss: 1.7328, grad_norm: 5.3993 2020-07-25 14:50:34,526 - mmaction - INFO - Epoch [18][2360/3757] lr: 1.000e-02, eta: 21:08:22, time: 0.601, data_time: 0.003, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8203, loss_cls: 1.6680, loss: 1.6680, grad_norm: 5.3010 2020-07-25 14:50:46,736 - mmaction - INFO - Epoch [18][2380/3757] lr: 1.000e-02, eta: 21:08:09, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8336, loss_cls: 1.6216, loss: 1.6216, grad_norm: 5.2136 2020-07-25 14:50:58,914 - mmaction - INFO - Epoch [18][2400/3757] lr: 1.000e-02, eta: 21:07:56, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.6939, loss: 1.6939, grad_norm: 5.3835 2020-07-25 14:51:11,207 - mmaction - INFO - Epoch [18][2420/3757] lr: 1.000e-02, eta: 21:07:43, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8055, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.2810 2020-07-25 14:51:23,317 - mmaction - INFO - Epoch [18][2440/3757] lr: 1.000e-02, eta: 21:07:30, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8125, loss_cls: 1.7263, loss: 1.7263, grad_norm: 5.3649 2020-07-25 14:51:35,468 - mmaction - INFO - Epoch [18][2460/3757] lr: 1.000e-02, eta: 21:07:17, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8164, loss_cls: 1.7323, loss: 1.7323, grad_norm: 5.4200 2020-07-25 14:51:47,620 - mmaction - INFO - Epoch [18][2480/3757] lr: 1.000e-02, eta: 21:07:04, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8391, loss_cls: 1.6315, loss: 1.6315, grad_norm: 5.4483 2020-07-25 14:51:59,832 - mmaction - INFO - Epoch [18][2500/3757] lr: 1.000e-02, eta: 21:06:51, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5617, top5_acc: 0.8000, loss_cls: 1.7717, loss: 1.7717, grad_norm: 5.4830 2020-07-25 14:52:11,867 - mmaction - INFO - Epoch [18][2520/3757] lr: 1.000e-02, eta: 21:06:37, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8078, loss_cls: 1.7145, loss: 1.7145, grad_norm: 5.4963 2020-07-25 14:52:24,261 - mmaction - INFO - Epoch [18][2540/3757] lr: 1.000e-02, eta: 21:06:25, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7144, loss: 1.7144, grad_norm: 5.2915 2020-07-25 14:52:36,431 - mmaction - INFO - Epoch [18][2560/3757] lr: 1.000e-02, eta: 21:06:11, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8000, loss_cls: 1.7706, loss: 1.7706, grad_norm: 5.3386 2020-07-25 14:52:49,270 - mmaction - INFO - Epoch [18][2580/3757] lr: 1.000e-02, eta: 21:06:00, time: 0.642, data_time: 0.002, memory: 7079, top1_acc: 0.5750, top5_acc: 0.7969, loss_cls: 1.7634, loss: 1.7634, grad_norm: 5.3120 2020-07-25 14:53:01,415 - mmaction - INFO - Epoch [18][2600/3757] lr: 1.000e-02, eta: 21:05:46, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8281, loss_cls: 1.6716, loss: 1.6716, grad_norm: 5.1572 2020-07-25 14:53:13,518 - mmaction - INFO - Epoch [18][2620/3757] lr: 1.000e-02, eta: 21:05:33, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8305, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.3406 2020-07-25 14:53:25,776 - mmaction - INFO - Epoch [18][2640/3757] lr: 1.000e-02, eta: 21:05:20, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8211, loss_cls: 1.7174, loss: 1.7174, grad_norm: 5.3875 2020-07-25 14:53:38,036 - mmaction - INFO - Epoch [18][2660/3757] lr: 1.000e-02, eta: 21:05:07, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7332, loss: 1.7332, grad_norm: 5.3488 2020-07-25 14:53:50,155 - mmaction - INFO - Epoch [18][2680/3757] lr: 1.000e-02, eta: 21:04:54, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8234, loss_cls: 1.6852, loss: 1.6852, grad_norm: 5.3565 2020-07-25 14:54:02,402 - mmaction - INFO - Epoch [18][2700/3757] lr: 1.000e-02, eta: 21:04:41, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8281, loss_cls: 1.6879, loss: 1.6879, grad_norm: 5.3118 2020-07-25 14:54:14,584 - mmaction - INFO - Epoch [18][2720/3757] lr: 1.000e-02, eta: 21:04:28, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8102, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.2687 2020-07-25 14:54:26,797 - mmaction - INFO - Epoch [18][2740/3757] lr: 1.000e-02, eta: 21:04:15, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8133, loss_cls: 1.7199, loss: 1.7199, grad_norm: 5.3815 2020-07-25 14:54:39,010 - mmaction - INFO - Epoch [18][2760/3757] lr: 1.000e-02, eta: 21:04:02, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8187, loss_cls: 1.6923, loss: 1.6923, grad_norm: 5.2552 2020-07-25 14:54:51,238 - mmaction - INFO - Epoch [18][2780/3757] lr: 1.000e-02, eta: 21:03:49, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5617, top5_acc: 0.8016, loss_cls: 1.8282, loss: 1.8282, grad_norm: 5.3984 2020-07-25 14:55:03,368 - mmaction - INFO - Epoch [18][2800/3757] lr: 1.000e-02, eta: 21:03:35, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8242, loss_cls: 1.7163, loss: 1.7163, grad_norm: 5.3607 2020-07-25 14:55:15,378 - mmaction - INFO - Epoch [18][2820/3757] lr: 1.000e-02, eta: 21:03:22, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8258, loss_cls: 1.6333, loss: 1.6333, grad_norm: 5.2717 2020-07-25 14:55:27,535 - mmaction - INFO - Epoch [18][2840/3757] lr: 1.000e-02, eta: 21:03:09, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8117, loss_cls: 1.6749, loss: 1.6749, grad_norm: 5.3002 2020-07-25 14:55:39,720 - mmaction - INFO - Epoch [18][2860/3757] lr: 1.000e-02, eta: 21:02:56, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8266, loss_cls: 1.6881, loss: 1.6881, grad_norm: 5.3960 2020-07-25 14:55:51,961 - mmaction - INFO - Epoch [18][2880/3757] lr: 1.000e-02, eta: 21:02:43, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5836, top5_acc: 0.7984, loss_cls: 1.7559, loss: 1.7559, grad_norm: 5.3722 2020-07-25 14:56:04,217 - mmaction - INFO - Epoch [18][2900/3757] lr: 1.000e-02, eta: 21:02:30, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8242, loss_cls: 1.6850, loss: 1.6850, grad_norm: 5.3749 2020-07-25 14:56:16,366 - mmaction - INFO - Epoch [18][2920/3757] lr: 1.000e-02, eta: 21:02:16, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8203, loss_cls: 1.6215, loss: 1.6215, grad_norm: 5.2532 2020-07-25 14:56:28,533 - mmaction - INFO - Epoch [18][2940/3757] lr: 1.000e-02, eta: 21:02:03, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8180, loss_cls: 1.6828, loss: 1.6828, grad_norm: 5.2035 2020-07-25 14:56:40,697 - mmaction - INFO - Epoch [18][2960/3757] lr: 1.000e-02, eta: 21:01:50, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8258, loss_cls: 1.6619, loss: 1.6619, grad_norm: 5.3983 2020-07-25 14:56:52,959 - mmaction - INFO - Epoch [18][2980/3757] lr: 1.000e-02, eta: 21:01:37, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.3984 2020-07-25 14:57:05,224 - mmaction - INFO - Epoch [18][3000/3757] lr: 1.000e-02, eta: 21:01:24, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5586, top5_acc: 0.8055, loss_cls: 1.7735, loss: 1.7735, grad_norm: 5.4622 2020-07-25 14:57:17,399 - mmaction - INFO - Epoch [18][3020/3757] lr: 1.000e-02, eta: 21:01:11, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8164, loss_cls: 1.7272, loss: 1.7272, grad_norm: 5.2703 2020-07-25 14:57:29,709 - mmaction - INFO - Epoch [18][3040/3757] lr: 1.000e-02, eta: 21:00:58, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8227, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.4981 2020-07-25 14:57:41,825 - mmaction - INFO - Epoch [18][3060/3757] lr: 1.000e-02, eta: 21:00:45, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8172, loss_cls: 1.7317, loss: 1.7317, grad_norm: 5.5084 2020-07-25 14:57:54,037 - mmaction - INFO - Epoch [18][3080/3757] lr: 1.000e-02, eta: 21:00:32, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8234, loss_cls: 1.6449, loss: 1.6449, grad_norm: 5.1857 2020-07-25 14:58:06,213 - mmaction - INFO - Epoch [18][3100/3757] lr: 1.000e-02, eta: 21:00:19, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8109, loss_cls: 1.7595, loss: 1.7595, grad_norm: 5.3485 2020-07-25 14:58:18,461 - mmaction - INFO - Epoch [18][3120/3757] lr: 1.000e-02, eta: 21:00:06, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8078, loss_cls: 1.7657, loss: 1.7657, grad_norm: 5.3774 2020-07-25 14:58:30,518 - mmaction - INFO - Epoch [18][3140/3757] lr: 1.000e-02, eta: 20:59:53, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8195, loss_cls: 1.6997, loss: 1.6997, grad_norm: 5.3315 2020-07-25 14:58:42,667 - mmaction - INFO - Epoch [18][3160/3757] lr: 1.000e-02, eta: 20:59:39, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8227, loss_cls: 1.6196, loss: 1.6196, grad_norm: 5.1656 2020-07-25 14:58:54,737 - mmaction - INFO - Epoch [18][3180/3757] lr: 1.000e-02, eta: 20:59:26, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8156, loss_cls: 1.6872, loss: 1.6872, grad_norm: 5.5198 2020-07-25 14:59:07,014 - mmaction - INFO - Epoch [18][3200/3757] lr: 1.000e-02, eta: 20:59:13, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8023, loss_cls: 1.7533, loss: 1.7533, grad_norm: 5.3585 2020-07-25 14:59:19,093 - mmaction - INFO - Epoch [18][3220/3757] lr: 1.000e-02, eta: 20:59:00, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8156, loss_cls: 1.7412, loss: 1.7412, grad_norm: 5.1296 2020-07-25 14:59:31,420 - mmaction - INFO - Epoch [18][3240/3757] lr: 1.000e-02, eta: 20:58:47, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8156, loss_cls: 1.7229, loss: 1.7229, grad_norm: 5.3466 2020-07-25 14:59:43,405 - mmaction - INFO - Epoch [18][3260/3757] lr: 1.000e-02, eta: 20:58:34, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8297, loss_cls: 1.6851, loss: 1.6851, grad_norm: 5.3907 2020-07-25 14:59:55,714 - mmaction - INFO - Epoch [18][3280/3757] lr: 1.000e-02, eta: 20:58:21, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8227, loss_cls: 1.6708, loss: 1.6708, grad_norm: 5.2442 2020-07-25 15:00:10,090 - mmaction - INFO - Epoch [18][3300/3757] lr: 1.000e-02, eta: 20:58:11, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.5875, top5_acc: 0.7984, loss_cls: 1.7683, loss: 1.7683, grad_norm: 5.3192 2020-07-25 15:00:22,438 - mmaction - INFO - Epoch [18][3320/3757] lr: 1.000e-02, eta: 20:57:59, time: 0.617, data_time: 0.015, memory: 7079, top1_acc: 0.5461, top5_acc: 0.7789, loss_cls: 1.8965, loss: 1.8965, grad_norm: 5.3880 2020-07-25 15:00:34,515 - mmaction - INFO - Epoch [18][3340/3757] lr: 1.000e-02, eta: 20:57:46, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.5680, top5_acc: 0.8055, loss_cls: 1.7880, loss: 1.7880, grad_norm: 5.2482 2020-07-25 15:00:46,796 - mmaction - INFO - Epoch [18][3360/3757] lr: 1.000e-02, eta: 20:57:33, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8148, loss_cls: 1.7403, loss: 1.7403, grad_norm: 5.3615 2020-07-25 15:00:58,917 - mmaction - INFO - Epoch [18][3380/3757] lr: 1.000e-02, eta: 20:57:19, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5586, top5_acc: 0.7906, loss_cls: 1.8575, loss: 1.8575, grad_norm: 5.5299 2020-07-25 15:01:11,247 - mmaction - INFO - Epoch [18][3400/3757] lr: 1.000e-02, eta: 20:57:06, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.1798 2020-07-25 15:01:23,537 - mmaction - INFO - Epoch [18][3420/3757] lr: 1.000e-02, eta: 20:56:54, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8125, loss_cls: 1.7151, loss: 1.7151, grad_norm: 5.3817 2020-07-25 15:01:35,957 - mmaction - INFO - Epoch [18][3440/3757] lr: 1.000e-02, eta: 20:56:41, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.7922, loss_cls: 1.8091, loss: 1.8091, grad_norm: 5.4492 2020-07-25 15:01:48,110 - mmaction - INFO - Epoch [18][3460/3757] lr: 1.000e-02, eta: 20:56:28, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8203, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.3470 2020-07-25 15:02:00,579 - mmaction - INFO - Epoch [18][3480/3757] lr: 1.000e-02, eta: 20:56:15, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8156, loss_cls: 1.7516, loss: 1.7516, grad_norm: 5.3518 2020-07-25 15:02:12,692 - mmaction - INFO - Epoch [18][3500/3757] lr: 1.000e-02, eta: 20:56:02, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5633, top5_acc: 0.8227, loss_cls: 1.7400, loss: 1.7400, grad_norm: 5.3591 2020-07-25 15:02:24,859 - mmaction - INFO - Epoch [18][3520/3757] lr: 1.000e-02, eta: 20:55:49, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6892, loss: 1.6892, grad_norm: 5.1927 2020-07-25 15:02:37,056 - mmaction - INFO - Epoch [18][3540/3757] lr: 1.000e-02, eta: 20:55:36, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8117, loss_cls: 1.7150, loss: 1.7150, grad_norm: 5.3182 2020-07-25 15:02:49,304 - mmaction - INFO - Epoch [18][3560/3757] lr: 1.000e-02, eta: 20:55:23, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8148, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.4560 2020-07-25 15:03:01,487 - mmaction - INFO - Epoch [18][3580/3757] lr: 1.000e-02, eta: 20:55:10, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8047, loss_cls: 1.7297, loss: 1.7297, grad_norm: 5.1465 2020-07-25 15:03:13,781 - mmaction - INFO - Epoch [18][3600/3757] lr: 1.000e-02, eta: 20:54:57, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8102, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.5315 2020-07-25 15:03:26,030 - mmaction - INFO - Epoch [18][3620/3757] lr: 1.000e-02, eta: 20:54:44, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8133, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.2153 2020-07-25 15:03:38,307 - mmaction - INFO - Epoch [18][3640/3757] lr: 1.000e-02, eta: 20:54:31, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.7286, loss: 1.7286, grad_norm: 5.3061 2020-07-25 15:03:50,486 - mmaction - INFO - Epoch [18][3660/3757] lr: 1.000e-02, eta: 20:54:18, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5727, top5_acc: 0.8219, loss_cls: 1.7772, loss: 1.7772, grad_norm: 5.3860 2020-07-25 15:04:02,637 - mmaction - INFO - Epoch [18][3680/3757] lr: 1.000e-02, eta: 20:54:05, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8375, loss_cls: 1.6188, loss: 1.6188, grad_norm: 5.2850 2020-07-25 15:04:14,793 - mmaction - INFO - Epoch [18][3700/3757] lr: 1.000e-02, eta: 20:53:52, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8172, loss_cls: 1.6779, loss: 1.6779, grad_norm: 5.1530 2020-07-25 15:04:27,034 - mmaction - INFO - Epoch [18][3720/3757] lr: 1.000e-02, eta: 20:53:38, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7663, loss: 1.7663, grad_norm: 5.3659 2020-07-25 15:04:39,221 - mmaction - INFO - Epoch [18][3740/3757] lr: 1.000e-02, eta: 20:53:25, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8219, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.3390 2020-07-25 15:04:49,661 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-07-25 15:05:14,761 - mmaction - INFO - Epoch [19][20/3757] lr: 1.000e-02, eta: 20:53:05, time: 1.222, data_time: 0.592, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8367, loss_cls: 1.6069, loss: 1.6069, grad_norm: 4.9936 2020-07-25 15:05:26,927 - mmaction - INFO - Epoch [19][40/3757] lr: 1.000e-02, eta: 20:52:52, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8484, loss_cls: 1.5558, loss: 1.5558, grad_norm: 5.0471 2020-07-25 15:05:39,215 - mmaction - INFO - Epoch [19][60/3757] lr: 1.000e-02, eta: 20:52:39, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8305, loss_cls: 1.6320, loss: 1.6320, grad_norm: 5.3593 2020-07-25 15:05:51,463 - mmaction - INFO - Epoch [19][80/3757] lr: 1.000e-02, eta: 20:52:26, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8406, loss_cls: 1.6674, loss: 1.6674, grad_norm: 5.2667 2020-07-25 15:06:03,831 - mmaction - INFO - Epoch [19][100/3757] lr: 1.000e-02, eta: 20:52:13, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8219, loss_cls: 1.6501, loss: 1.6501, grad_norm: 5.2814 2020-07-25 15:06:15,947 - mmaction - INFO - Epoch [19][120/3757] lr: 1.000e-02, eta: 20:52:00, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8328, loss_cls: 1.6350, loss: 1.6350, grad_norm: 5.2322 2020-07-25 15:06:28,138 - mmaction - INFO - Epoch [19][140/3757] lr: 1.000e-02, eta: 20:51:46, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.5831, loss: 1.5831, grad_norm: 5.2726 2020-07-25 15:06:40,244 - mmaction - INFO - Epoch [19][160/3757] lr: 1.000e-02, eta: 20:51:33, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.6509, loss: 1.6509, grad_norm: 5.3158 2020-07-25 15:06:52,596 - mmaction - INFO - Epoch [19][180/3757] lr: 1.000e-02, eta: 20:51:20, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8383, loss_cls: 1.6273, loss: 1.6273, grad_norm: 5.4673 2020-07-25 15:07:04,699 - mmaction - INFO - Epoch [19][200/3757] lr: 1.000e-02, eta: 20:51:07, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8180, loss_cls: 1.6557, loss: 1.6557, grad_norm: 5.3591 2020-07-25 15:07:16,864 - mmaction - INFO - Epoch [19][220/3757] lr: 1.000e-02, eta: 20:50:54, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8203, loss_cls: 1.7459, loss: 1.7459, grad_norm: 5.4052 2020-07-25 15:07:29,002 - mmaction - INFO - Epoch [19][240/3757] lr: 1.000e-02, eta: 20:50:41, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8289, loss_cls: 1.6858, loss: 1.6858, grad_norm: 5.4272 2020-07-25 15:07:41,202 - mmaction - INFO - Epoch [19][260/3757] lr: 1.000e-02, eta: 20:50:28, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.6822, loss: 1.6822, grad_norm: 5.3568 2020-07-25 15:07:53,361 - mmaction - INFO - Epoch [19][280/3757] lr: 1.000e-02, eta: 20:50:15, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8211, loss_cls: 1.6911, loss: 1.6911, grad_norm: 5.4160 2020-07-25 15:08:05,656 - mmaction - INFO - Epoch [19][300/3757] lr: 1.000e-02, eta: 20:50:02, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8383, loss_cls: 1.6493, loss: 1.6493, grad_norm: 5.2981 2020-07-25 15:08:17,702 - mmaction - INFO - Epoch [19][320/3757] lr: 1.000e-02, eta: 20:49:49, time: 0.606, data_time: 0.009, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.6750, loss: 1.6750, grad_norm: 5.2005 2020-07-25 15:08:29,987 - mmaction - INFO - Epoch [19][340/3757] lr: 1.000e-02, eta: 20:49:36, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8117, loss_cls: 1.7257, loss: 1.7257, grad_norm: 5.3898 2020-07-25 15:08:42,192 - mmaction - INFO - Epoch [19][360/3757] lr: 1.000e-02, eta: 20:49:23, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7826, loss: 1.7826, grad_norm: 5.6395 2020-07-25 15:08:54,432 - mmaction - INFO - Epoch [19][380/3757] lr: 1.000e-02, eta: 20:49:10, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8148, loss_cls: 1.7033, loss: 1.7033, grad_norm: 5.2721 2020-07-25 15:09:06,694 - mmaction - INFO - Epoch [19][400/3757] lr: 1.000e-02, eta: 20:48:57, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8266, loss_cls: 1.6463, loss: 1.6463, grad_norm: 5.1836 2020-07-25 15:09:18,907 - mmaction - INFO - Epoch [19][420/3757] lr: 1.000e-02, eta: 20:48:44, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8336, loss_cls: 1.5862, loss: 1.5862, grad_norm: 5.3092 2020-07-25 15:09:31,041 - mmaction - INFO - Epoch [19][440/3757] lr: 1.000e-02, eta: 20:48:31, time: 0.613, data_time: 0.010, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8227, loss_cls: 1.6893, loss: 1.6893, grad_norm: 5.3458 2020-07-25 15:09:43,463 - mmaction - INFO - Epoch [19][460/3757] lr: 1.000e-02, eta: 20:48:18, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8453, loss_cls: 1.5744, loss: 1.5744, grad_norm: 5.3011 2020-07-25 15:09:55,553 - mmaction - INFO - Epoch [19][480/3757] lr: 1.000e-02, eta: 20:48:05, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8203, loss_cls: 1.6710, loss: 1.6710, grad_norm: 5.5117 2020-07-25 15:10:07,723 - mmaction - INFO - Epoch [19][500/3757] lr: 1.000e-02, eta: 20:47:52, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8047, loss_cls: 1.7644, loss: 1.7644, grad_norm: 5.3951 2020-07-25 15:10:19,898 - mmaction - INFO - Epoch [19][520/3757] lr: 1.000e-02, eta: 20:47:39, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8203, loss_cls: 1.6720, loss: 1.6720, grad_norm: 5.2290 2020-07-25 15:10:32,200 - mmaction - INFO - Epoch [19][540/3757] lr: 1.000e-02, eta: 20:47:26, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8164, loss_cls: 1.6566, loss: 1.6566, grad_norm: 5.1776 2020-07-25 15:10:44,308 - mmaction - INFO - Epoch [19][560/3757] lr: 1.000e-02, eta: 20:47:12, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8109, loss_cls: 1.7486, loss: 1.7486, grad_norm: 5.4893 2020-07-25 15:10:56,599 - mmaction - INFO - Epoch [19][580/3757] lr: 1.000e-02, eta: 20:47:00, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8078, loss_cls: 1.7153, loss: 1.7153, grad_norm: 5.3405 2020-07-25 15:11:08,821 - mmaction - INFO - Epoch [19][600/3757] lr: 1.000e-02, eta: 20:46:47, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8172, loss_cls: 1.7216, loss: 1.7216, grad_norm: 5.2437 2020-07-25 15:11:21,042 - mmaction - INFO - Epoch [19][620/3757] lr: 1.000e-02, eta: 20:46:33, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8242, loss_cls: 1.6385, loss: 1.6385, grad_norm: 5.2130 2020-07-25 15:11:33,157 - mmaction - INFO - Epoch [19][640/3757] lr: 1.000e-02, eta: 20:46:20, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8234, loss_cls: 1.6834, loss: 1.6834, grad_norm: 5.2936 2020-07-25 15:11:45,423 - mmaction - INFO - Epoch [19][660/3757] lr: 1.000e-02, eta: 20:46:07, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8320, loss_cls: 1.6093, loss: 1.6093, grad_norm: 5.3413 2020-07-25 15:11:57,609 - mmaction - INFO - Epoch [19][680/3757] lr: 1.000e-02, eta: 20:45:54, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5672, top5_acc: 0.8172, loss_cls: 1.7438, loss: 1.7438, grad_norm: 5.4641 2020-07-25 15:12:09,782 - mmaction - INFO - Epoch [19][700/3757] lr: 1.000e-02, eta: 20:45:41, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8203, loss_cls: 1.6695, loss: 1.6695, grad_norm: 5.2683 2020-07-25 15:12:22,017 - mmaction - INFO - Epoch [19][720/3757] lr: 1.000e-02, eta: 20:45:28, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8195, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.3576 2020-07-25 15:12:34,225 - mmaction - INFO - Epoch [19][740/3757] lr: 1.000e-02, eta: 20:45:15, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.7136, loss: 1.7136, grad_norm: 5.4677 2020-07-25 15:12:46,283 - mmaction - INFO - Epoch [19][760/3757] lr: 1.000e-02, eta: 20:45:02, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8148, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.3440 2020-07-25 15:12:58,456 - mmaction - INFO - Epoch [19][780/3757] lr: 1.000e-02, eta: 20:44:49, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8344, loss_cls: 1.6326, loss: 1.6326, grad_norm: 5.3081 2020-07-25 15:13:10,377 - mmaction - INFO - Epoch [19][800/3757] lr: 1.000e-02, eta: 20:44:35, time: 0.598, data_time: 0.004, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8133, loss_cls: 1.7581, loss: 1.7581, grad_norm: 5.3686 2020-07-25 15:13:22,685 - mmaction - INFO - Epoch [19][820/3757] lr: 1.000e-02, eta: 20:44:22, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8172, loss_cls: 1.6695, loss: 1.6695, grad_norm: 5.2904 2020-07-25 15:13:34,827 - mmaction - INFO - Epoch [19][840/3757] lr: 1.000e-02, eta: 20:44:09, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8273, loss_cls: 1.6466, loss: 1.6466, grad_norm: 5.4018 2020-07-25 15:13:46,979 - mmaction - INFO - Epoch [19][860/3757] lr: 1.000e-02, eta: 20:43:56, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8156, loss_cls: 1.7256, loss: 1.7256, grad_norm: 5.3940 2020-07-25 15:13:59,151 - mmaction - INFO - Epoch [19][880/3757] lr: 1.000e-02, eta: 20:43:43, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8336, loss_cls: 1.6271, loss: 1.6271, grad_norm: 5.1539 2020-07-25 15:14:11,382 - mmaction - INFO - Epoch [19][900/3757] lr: 1.000e-02, eta: 20:43:30, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8297, loss_cls: 1.6202, loss: 1.6202, grad_norm: 5.0556 2020-07-25 15:14:23,538 - mmaction - INFO - Epoch [19][920/3757] lr: 1.000e-02, eta: 20:43:17, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8039, loss_cls: 1.7405, loss: 1.7405, grad_norm: 5.2908 2020-07-25 15:14:35,675 - mmaction - INFO - Epoch [19][940/3757] lr: 1.000e-02, eta: 20:43:04, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8250, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.3777 2020-07-25 15:14:47,872 - mmaction - INFO - Epoch [19][960/3757] lr: 1.000e-02, eta: 20:42:51, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8320, loss_cls: 1.6540, loss: 1.6540, grad_norm: 5.2665 2020-07-25 15:15:00,228 - mmaction - INFO - Epoch [19][980/3757] lr: 1.000e-02, eta: 20:42:38, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8266, loss_cls: 1.6539, loss: 1.6539, grad_norm: 5.3801 2020-07-25 15:15:12,467 - mmaction - INFO - Epoch [19][1000/3757] lr: 1.000e-02, eta: 20:42:25, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8313, loss_cls: 1.6664, loss: 1.6664, grad_norm: 5.3857 2020-07-25 15:15:24,800 - mmaction - INFO - Epoch [19][1020/3757] lr: 1.000e-02, eta: 20:42:12, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8344, loss_cls: 1.6292, loss: 1.6292, grad_norm: 5.2943 2020-07-25 15:15:36,847 - mmaction - INFO - Epoch [19][1040/3757] lr: 1.000e-02, eta: 20:41:59, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6031, loss: 1.6031, grad_norm: 5.2395 2020-07-25 15:15:49,078 - mmaction - INFO - Epoch [19][1060/3757] lr: 1.000e-02, eta: 20:41:46, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8133, loss_cls: 1.7200, loss: 1.7200, grad_norm: 5.5417 2020-07-25 15:16:01,398 - mmaction - INFO - Epoch [19][1080/3757] lr: 1.000e-02, eta: 20:41:33, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8195, loss_cls: 1.6643, loss: 1.6643, grad_norm: 5.3490 2020-07-25 15:16:13,617 - mmaction - INFO - Epoch [19][1100/3757] lr: 1.000e-02, eta: 20:41:20, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8180, loss_cls: 1.7588, loss: 1.7588, grad_norm: 5.3744 2020-07-25 15:16:25,563 - mmaction - INFO - Epoch [19][1120/3757] lr: 1.000e-02, eta: 20:41:07, time: 0.599, data_time: 0.005, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8187, loss_cls: 1.6602, loss: 1.6602, grad_norm: 5.2267 2020-07-25 15:16:37,744 - mmaction - INFO - Epoch [19][1140/3757] lr: 1.000e-02, eta: 20:40:54, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8313, loss_cls: 1.6671, loss: 1.6671, grad_norm: 5.3088 2020-07-25 15:16:49,972 - mmaction - INFO - Epoch [19][1160/3757] lr: 1.000e-02, eta: 20:40:41, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8227, loss_cls: 1.6625, loss: 1.6625, grad_norm: 5.3136 2020-07-25 15:17:02,272 - mmaction - INFO - Epoch [19][1180/3757] lr: 1.000e-02, eta: 20:40:28, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8047, loss_cls: 1.7502, loss: 1.7502, grad_norm: 5.3985 2020-07-25 15:17:14,371 - mmaction - INFO - Epoch [19][1200/3757] lr: 1.000e-02, eta: 20:40:15, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.6863, loss: 1.6863, grad_norm: 5.2107 2020-07-25 15:17:26,557 - mmaction - INFO - Epoch [19][1220/3757] lr: 1.000e-02, eta: 20:40:02, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7297, loss: 1.7297, grad_norm: 5.4013 2020-07-25 15:17:39,019 - mmaction - INFO - Epoch [19][1240/3757] lr: 1.000e-02, eta: 20:39:49, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8289, loss_cls: 1.6201, loss: 1.6201, grad_norm: 5.3172 2020-07-25 15:17:51,201 - mmaction - INFO - Epoch [19][1260/3757] lr: 1.000e-02, eta: 20:39:36, time: 0.616, data_time: 0.011, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8148, loss_cls: 1.7355, loss: 1.7355, grad_norm: 5.4823 2020-07-25 15:18:03,448 - mmaction - INFO - Epoch [19][1280/3757] lr: 1.000e-02, eta: 20:39:23, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8195, loss_cls: 1.6172, loss: 1.6172, grad_norm: 5.1365 2020-07-25 15:18:15,633 - mmaction - INFO - Epoch [19][1300/3757] lr: 1.000e-02, eta: 20:39:10, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8375, loss_cls: 1.6377, loss: 1.6377, grad_norm: 5.2892 2020-07-25 15:18:28,123 - mmaction - INFO - Epoch [19][1320/3757] lr: 1.000e-02, eta: 20:38:57, time: 0.624, data_time: 0.006, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8242, loss_cls: 1.6594, loss: 1.6594, grad_norm: 5.3553 2020-07-25 15:18:40,291 - mmaction - INFO - Epoch [19][1340/3757] lr: 1.000e-02, eta: 20:38:44, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8078, loss_cls: 1.6781, loss: 1.6781, grad_norm: 5.3468 2020-07-25 15:18:52,519 - mmaction - INFO - Epoch [19][1360/3757] lr: 1.000e-02, eta: 20:38:31, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8156, loss_cls: 1.7242, loss: 1.7242, grad_norm: 5.3584 2020-07-25 15:19:04,531 - mmaction - INFO - Epoch [19][1380/3757] lr: 1.000e-02, eta: 20:38:18, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8297, loss_cls: 1.6678, loss: 1.6678, grad_norm: 5.3262 2020-07-25 15:19:16,730 - mmaction - INFO - Epoch [19][1400/3757] lr: 1.000e-02, eta: 20:38:05, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8258, loss_cls: 1.6556, loss: 1.6556, grad_norm: 5.4335 2020-07-25 15:19:28,872 - mmaction - INFO - Epoch [19][1420/3757] lr: 1.000e-02, eta: 20:37:52, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8148, loss_cls: 1.6572, loss: 1.6572, grad_norm: 5.2395 2020-07-25 15:19:41,261 - mmaction - INFO - Epoch [19][1440/3757] lr: 1.000e-02, eta: 20:37:39, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8242, loss_cls: 1.6957, loss: 1.6957, grad_norm: 5.3691 2020-07-25 15:19:53,262 - mmaction - INFO - Epoch [19][1460/3757] lr: 1.000e-02, eta: 20:37:26, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8273, loss_cls: 1.6459, loss: 1.6459, grad_norm: 5.0954 2020-07-25 15:20:05,607 - mmaction - INFO - Epoch [19][1480/3757] lr: 1.000e-02, eta: 20:37:13, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7257, loss: 1.7257, grad_norm: 5.4067 2020-07-25 15:20:17,674 - mmaction - INFO - Epoch [19][1500/3757] lr: 1.000e-02, eta: 20:37:00, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8273, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.4831 2020-07-25 15:20:30,027 - mmaction - INFO - Epoch [19][1520/3757] lr: 1.000e-02, eta: 20:36:47, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8211, loss_cls: 1.6957, loss: 1.6957, grad_norm: 5.4957 2020-07-25 15:20:42,176 - mmaction - INFO - Epoch [19][1540/3757] lr: 1.000e-02, eta: 20:36:34, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5500, top5_acc: 0.8008, loss_cls: 1.7792, loss: 1.7792, grad_norm: 5.3299 2020-07-25 15:20:54,453 - mmaction - INFO - Epoch [19][1560/3757] lr: 1.000e-02, eta: 20:36:21, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8250, loss_cls: 1.6609, loss: 1.6609, grad_norm: 5.2204 2020-07-25 15:21:06,637 - mmaction - INFO - Epoch [19][1580/3757] lr: 1.000e-02, eta: 20:36:08, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8172, loss_cls: 1.6994, loss: 1.6994, grad_norm: 5.3901 2020-07-25 15:21:18,930 - mmaction - INFO - Epoch [19][1600/3757] lr: 1.000e-02, eta: 20:35:55, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8266, loss_cls: 1.6867, loss: 1.6867, grad_norm: 5.4659 2020-07-25 15:21:31,023 - mmaction - INFO - Epoch [19][1620/3757] lr: 1.000e-02, eta: 20:35:42, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8172, loss_cls: 1.6831, loss: 1.6831, grad_norm: 5.4071 2020-07-25 15:21:43,284 - mmaction - INFO - Epoch [19][1640/3757] lr: 1.000e-02, eta: 20:35:29, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8063, loss_cls: 1.7727, loss: 1.7727, grad_norm: 5.4093 2020-07-25 15:21:55,466 - mmaction - INFO - Epoch [19][1660/3757] lr: 1.000e-02, eta: 20:35:16, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8203, loss_cls: 1.6821, loss: 1.6821, grad_norm: 5.2839 2020-07-25 15:22:07,694 - mmaction - INFO - Epoch [19][1680/3757] lr: 1.000e-02, eta: 20:35:03, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.6861, loss: 1.6861, grad_norm: 5.1854 2020-07-25 15:22:19,747 - mmaction - INFO - Epoch [19][1700/3757] lr: 1.000e-02, eta: 20:34:50, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.6719, loss: 1.6719, grad_norm: 5.3249 2020-07-25 15:22:32,072 - mmaction - INFO - Epoch [19][1720/3757] lr: 1.000e-02, eta: 20:34:37, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8203, loss_cls: 1.6668, loss: 1.6668, grad_norm: 5.2940 2020-07-25 15:22:44,842 - mmaction - INFO - Epoch [19][1740/3757] lr: 1.000e-02, eta: 20:34:25, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8266, loss_cls: 1.7001, loss: 1.7001, grad_norm: 5.2846 2020-07-25 15:22:57,232 - mmaction - INFO - Epoch [19][1760/3757] lr: 1.000e-02, eta: 20:34:12, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8141, loss_cls: 1.7067, loss: 1.7067, grad_norm: 5.4029 2020-07-25 15:23:09,396 - mmaction - INFO - Epoch [19][1780/3757] lr: 1.000e-02, eta: 20:33:59, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8172, loss_cls: 1.7304, loss: 1.7304, grad_norm: 5.3813 2020-07-25 15:23:21,555 - mmaction - INFO - Epoch [19][1800/3757] lr: 1.000e-02, eta: 20:33:46, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8359, loss_cls: 1.6085, loss: 1.6085, grad_norm: 5.2266 2020-07-25 15:23:33,647 - mmaction - INFO - Epoch [19][1820/3757] lr: 1.000e-02, eta: 20:33:33, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8172, loss_cls: 1.6644, loss: 1.6644, grad_norm: 5.2804 2020-07-25 15:23:45,976 - mmaction - INFO - Epoch [19][1840/3757] lr: 1.000e-02, eta: 20:33:20, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8203, loss_cls: 1.7268, loss: 1.7268, grad_norm: 5.4039 2020-07-25 15:23:58,203 - mmaction - INFO - Epoch [19][1860/3757] lr: 1.000e-02, eta: 20:33:07, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8383, loss_cls: 1.6364, loss: 1.6364, grad_norm: 5.3335 2020-07-25 15:24:10,576 - mmaction - INFO - Epoch [19][1880/3757] lr: 1.000e-02, eta: 20:32:54, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8172, loss_cls: 1.6984, loss: 1.6984, grad_norm: 5.2386 2020-07-25 15:24:22,732 - mmaction - INFO - Epoch [19][1900/3757] lr: 1.000e-02, eta: 20:32:41, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8203, loss_cls: 1.6665, loss: 1.6665, grad_norm: 5.1697 2020-07-25 15:24:34,947 - mmaction - INFO - Epoch [19][1920/3757] lr: 1.000e-02, eta: 20:32:28, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8289, loss_cls: 1.6162, loss: 1.6162, grad_norm: 5.1312 2020-07-25 15:24:47,121 - mmaction - INFO - Epoch [19][1940/3757] lr: 1.000e-02, eta: 20:32:15, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8172, loss_cls: 1.6663, loss: 1.6663, grad_norm: 5.1396 2020-07-25 15:24:59,501 - mmaction - INFO - Epoch [19][1960/3757] lr: 1.000e-02, eta: 20:32:02, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7648, loss: 1.7648, grad_norm: 5.3422 2020-07-25 15:25:11,553 - mmaction - INFO - Epoch [19][1980/3757] lr: 1.000e-02, eta: 20:31:49, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8094, loss_cls: 1.7723, loss: 1.7723, grad_norm: 5.4134 2020-07-25 15:25:23,756 - mmaction - INFO - Epoch [19][2000/3757] lr: 1.000e-02, eta: 20:31:36, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.7580, loss: 1.7580, grad_norm: 5.3918 2020-07-25 15:25:35,748 - mmaction - INFO - Epoch [19][2020/3757] lr: 1.000e-02, eta: 20:31:23, time: 0.601, data_time: 0.007, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8094, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.4250 2020-07-25 15:25:48,028 - mmaction - INFO - Epoch [19][2040/3757] lr: 1.000e-02, eta: 20:31:10, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8187, loss_cls: 1.6908, loss: 1.6908, grad_norm: 5.5171 2020-07-25 15:26:00,221 - mmaction - INFO - Epoch [19][2060/3757] lr: 1.000e-02, eta: 20:30:57, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.3999 2020-07-25 15:26:12,468 - mmaction - INFO - Epoch [19][2080/3757] lr: 1.000e-02, eta: 20:30:44, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8273, loss_cls: 1.7051, loss: 1.7051, grad_norm: 5.3824 2020-07-25 15:26:24,639 - mmaction - INFO - Epoch [19][2100/3757] lr: 1.000e-02, eta: 20:30:31, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8242, loss_cls: 1.6678, loss: 1.6678, grad_norm: 5.3510 2020-07-25 15:26:36,974 - mmaction - INFO - Epoch [19][2120/3757] lr: 1.000e-02, eta: 20:30:18, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6562, loss: 1.6562, grad_norm: 5.2963 2020-07-25 15:26:49,074 - mmaction - INFO - Epoch [19][2140/3757] lr: 1.000e-02, eta: 20:30:05, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8242, loss_cls: 1.6882, loss: 1.6882, grad_norm: 5.2141 2020-07-25 15:27:01,406 - mmaction - INFO - Epoch [19][2160/3757] lr: 1.000e-02, eta: 20:29:52, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8281, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.2858 2020-07-25 15:27:13,667 - mmaction - INFO - Epoch [19][2180/3757] lr: 1.000e-02, eta: 20:29:39, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8344, loss_cls: 1.6704, loss: 1.6704, grad_norm: 5.3589 2020-07-25 15:27:25,995 - mmaction - INFO - Epoch [19][2200/3757] lr: 1.000e-02, eta: 20:29:26, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.2053 2020-07-25 15:27:38,178 - mmaction - INFO - Epoch [19][2220/3757] lr: 1.000e-02, eta: 20:29:13, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8203, loss_cls: 1.7260, loss: 1.7260, grad_norm: 5.4551 2020-07-25 15:27:50,259 - mmaction - INFO - Epoch [19][2240/3757] lr: 1.000e-02, eta: 20:29:00, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8266, loss_cls: 1.6543, loss: 1.6543, grad_norm: 5.2559 2020-07-25 15:28:02,379 - mmaction - INFO - Epoch [19][2260/3757] lr: 1.000e-02, eta: 20:28:47, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7034, loss: 1.7034, grad_norm: 5.3252 2020-07-25 15:28:14,609 - mmaction - INFO - Epoch [19][2280/3757] lr: 1.000e-02, eta: 20:28:34, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8227, loss_cls: 1.6332, loss: 1.6332, grad_norm: 5.2181 2020-07-25 15:28:26,790 - mmaction - INFO - Epoch [19][2300/3757] lr: 1.000e-02, eta: 20:28:21, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8219, loss_cls: 1.7077, loss: 1.7077, grad_norm: 5.6212 2020-07-25 15:28:39,046 - mmaction - INFO - Epoch [19][2320/3757] lr: 1.000e-02, eta: 20:28:08, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.7859, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.5103 2020-07-25 15:28:51,064 - mmaction - INFO - Epoch [19][2340/3757] lr: 1.000e-02, eta: 20:27:55, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8125, loss_cls: 1.7234, loss: 1.7234, grad_norm: 5.4420 2020-07-25 15:29:03,268 - mmaction - INFO - Epoch [19][2360/3757] lr: 1.000e-02, eta: 20:27:42, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8281, loss_cls: 1.6936, loss: 1.6936, grad_norm: 5.3897 2020-07-25 15:29:15,427 - mmaction - INFO - Epoch [19][2380/3757] lr: 1.000e-02, eta: 20:27:29, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8281, loss_cls: 1.6650, loss: 1.6650, grad_norm: 5.3293 2020-07-25 15:29:27,630 - mmaction - INFO - Epoch [19][2400/3757] lr: 1.000e-02, eta: 20:27:16, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8195, loss_cls: 1.6834, loss: 1.6834, grad_norm: 5.2608 2020-07-25 15:29:39,609 - mmaction - INFO - Epoch [19][2420/3757] lr: 1.000e-02, eta: 20:27:02, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8313, loss_cls: 1.6762, loss: 1.6762, grad_norm: 5.3212 2020-07-25 15:29:51,835 - mmaction - INFO - Epoch [19][2440/3757] lr: 1.000e-02, eta: 20:26:49, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5805, top5_acc: 0.7977, loss_cls: 1.7661, loss: 1.7661, grad_norm: 5.2843 2020-07-25 15:30:04,028 - mmaction - INFO - Epoch [19][2460/3757] lr: 1.000e-02, eta: 20:26:36, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7322, loss: 1.7322, grad_norm: 5.3331 2020-07-25 15:30:16,196 - mmaction - INFO - Epoch [19][2480/3757] lr: 1.000e-02, eta: 20:26:23, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8180, loss_cls: 1.7473, loss: 1.7473, grad_norm: 5.4569 2020-07-25 15:30:28,506 - mmaction - INFO - Epoch [19][2500/3757] lr: 1.000e-02, eta: 20:26:10, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8172, loss_cls: 1.6764, loss: 1.6764, grad_norm: 5.3873 2020-07-25 15:30:40,816 - mmaction - INFO - Epoch [19][2520/3757] lr: 1.000e-02, eta: 20:25:58, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.1231 2020-07-25 15:30:52,953 - mmaction - INFO - Epoch [19][2540/3757] lr: 1.000e-02, eta: 20:25:45, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8367, loss_cls: 1.6409, loss: 1.6409, grad_norm: 5.2205 2020-07-25 15:31:05,064 - mmaction - INFO - Epoch [19][2560/3757] lr: 1.000e-02, eta: 20:25:31, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8117, loss_cls: 1.7343, loss: 1.7343, grad_norm: 5.4254 2020-07-25 15:31:17,174 - mmaction - INFO - Epoch [19][2580/3757] lr: 1.000e-02, eta: 20:25:18, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8273, loss_cls: 1.6736, loss: 1.6736, grad_norm: 5.5043 2020-07-25 15:31:29,235 - mmaction - INFO - Epoch [19][2600/3757] lr: 1.000e-02, eta: 20:25:05, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5875, top5_acc: 0.7984, loss_cls: 1.7951, loss: 1.7951, grad_norm: 5.4226 2020-07-25 15:31:41,557 - mmaction - INFO - Epoch [19][2620/3757] lr: 1.000e-02, eta: 20:24:52, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8234, loss_cls: 1.7278, loss: 1.7278, grad_norm: 5.5043 2020-07-25 15:31:53,574 - mmaction - INFO - Epoch [19][2640/3757] lr: 1.000e-02, eta: 20:24:39, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8234, loss_cls: 1.7231, loss: 1.7231, grad_norm: 5.3238 2020-07-25 15:32:05,842 - mmaction - INFO - Epoch [19][2660/3757] lr: 1.000e-02, eta: 20:24:26, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.7076, loss: 1.7076, grad_norm: 5.3484 2020-07-25 15:32:17,937 - mmaction - INFO - Epoch [19][2680/3757] lr: 1.000e-02, eta: 20:24:13, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8242, loss_cls: 1.6599, loss: 1.6599, grad_norm: 5.2840 2020-07-25 15:32:30,350 - mmaction - INFO - Epoch [19][2700/3757] lr: 1.000e-02, eta: 20:24:00, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7099, loss: 1.7099, grad_norm: 5.4176 2020-07-25 15:32:42,351 - mmaction - INFO - Epoch [19][2720/3757] lr: 1.000e-02, eta: 20:23:47, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8070, loss_cls: 1.6900, loss: 1.6900, grad_norm: 5.3090 2020-07-25 15:32:54,689 - mmaction - INFO - Epoch [19][2740/3757] lr: 1.000e-02, eta: 20:23:34, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8289, loss_cls: 1.5940, loss: 1.5940, grad_norm: 5.1170 2020-07-25 15:33:06,894 - mmaction - INFO - Epoch [19][2760/3757] lr: 1.000e-02, eta: 20:23:21, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8156, loss_cls: 1.6811, loss: 1.6811, grad_norm: 5.3502 2020-07-25 15:33:19,085 - mmaction - INFO - Epoch [19][2780/3757] lr: 1.000e-02, eta: 20:23:08, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8148, loss_cls: 1.7225, loss: 1.7225, grad_norm: 5.4373 2020-07-25 15:33:31,078 - mmaction - INFO - Epoch [19][2800/3757] lr: 1.000e-02, eta: 20:22:55, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.6647, loss: 1.6647, grad_norm: 5.2842 2020-07-25 15:33:43,369 - mmaction - INFO - Epoch [19][2820/3757] lr: 1.000e-02, eta: 20:22:42, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8219, loss_cls: 1.7141, loss: 1.7141, grad_norm: 5.2698 2020-07-25 15:33:55,458 - mmaction - INFO - Epoch [19][2840/3757] lr: 1.000e-02, eta: 20:22:29, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8148, loss_cls: 1.7290, loss: 1.7290, grad_norm: 5.3646 2020-07-25 15:34:07,698 - mmaction - INFO - Epoch [19][2860/3757] lr: 1.000e-02, eta: 20:22:16, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8414, loss_cls: 1.6246, loss: 1.6246, grad_norm: 5.2959 2020-07-25 15:34:19,884 - mmaction - INFO - Epoch [19][2880/3757] lr: 1.000e-02, eta: 20:22:03, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8180, loss_cls: 1.7322, loss: 1.7322, grad_norm: 5.3772 2020-07-25 15:34:32,084 - mmaction - INFO - Epoch [19][2900/3757] lr: 1.000e-02, eta: 20:21:50, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8164, loss_cls: 1.7149, loss: 1.7149, grad_norm: 5.2666 2020-07-25 15:34:44,186 - mmaction - INFO - Epoch [19][2920/3757] lr: 1.000e-02, eta: 20:21:37, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8102, loss_cls: 1.7222, loss: 1.7222, grad_norm: 5.4125 2020-07-25 15:34:56,429 - mmaction - INFO - Epoch [19][2940/3757] lr: 1.000e-02, eta: 20:21:24, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8063, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.4137 2020-07-25 15:35:08,551 - mmaction - INFO - Epoch [19][2960/3757] lr: 1.000e-02, eta: 20:21:11, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8211, loss_cls: 1.7112, loss: 1.7112, grad_norm: 5.3709 2020-07-25 15:35:20,678 - mmaction - INFO - Epoch [19][2980/3757] lr: 1.000e-02, eta: 20:20:58, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8172, loss_cls: 1.6885, loss: 1.6885, grad_norm: 5.3845 2020-07-25 15:35:32,893 - mmaction - INFO - Epoch [19][3000/3757] lr: 1.000e-02, eta: 20:20:45, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5641, top5_acc: 0.8187, loss_cls: 1.7180, loss: 1.7180, grad_norm: 5.5126 2020-07-25 15:35:45,186 - mmaction - INFO - Epoch [19][3020/3757] lr: 1.000e-02, eta: 20:20:32, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7091, loss: 1.7091, grad_norm: 5.3522 2020-07-25 15:35:57,333 - mmaction - INFO - Epoch [19][3040/3757] lr: 1.000e-02, eta: 20:20:19, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.7252, loss: 1.7252, grad_norm: 5.3904 2020-07-25 15:36:09,455 - mmaction - INFO - Epoch [19][3060/3757] lr: 1.000e-02, eta: 20:20:06, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8047, loss_cls: 1.7631, loss: 1.7631, grad_norm: 5.4687 2020-07-25 15:36:21,651 - mmaction - INFO - Epoch [19][3080/3757] lr: 1.000e-02, eta: 20:19:53, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.7877, loss: 1.7877, grad_norm: 5.5126 2020-07-25 15:36:33,963 - mmaction - INFO - Epoch [19][3100/3757] lr: 1.000e-02, eta: 20:19:40, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8234, loss_cls: 1.7095, loss: 1.7095, grad_norm: 5.4006 2020-07-25 15:36:46,127 - mmaction - INFO - Epoch [19][3120/3757] lr: 1.000e-02, eta: 20:19:27, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8266, loss_cls: 1.6627, loss: 1.6627, grad_norm: 5.3280 2020-07-25 15:36:58,217 - mmaction - INFO - Epoch [19][3140/3757] lr: 1.000e-02, eta: 20:19:14, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8023, loss_cls: 1.7100, loss: 1.7100, grad_norm: 5.2395 2020-07-25 15:37:10,320 - mmaction - INFO - Epoch [19][3160/3757] lr: 1.000e-02, eta: 20:19:00, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8109, loss_cls: 1.7665, loss: 1.7665, grad_norm: 5.5106 2020-07-25 15:37:22,304 - mmaction - INFO - Epoch [19][3180/3757] lr: 1.000e-02, eta: 20:18:47, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8422, loss_cls: 1.5626, loss: 1.5626, grad_norm: 5.0860 2020-07-25 15:37:34,425 - mmaction - INFO - Epoch [19][3200/3757] lr: 1.000e-02, eta: 20:18:34, time: 0.600, data_time: 0.005, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8055, loss_cls: 1.7506, loss: 1.7506, grad_norm: 5.3936 2020-07-25 15:37:46,501 - mmaction - INFO - Epoch [19][3220/3757] lr: 1.000e-02, eta: 20:18:21, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8164, loss_cls: 1.6884, loss: 1.6884, grad_norm: 5.3361 2020-07-25 15:37:58,801 - mmaction - INFO - Epoch [19][3240/3757] lr: 1.000e-02, eta: 20:18:08, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.7906, loss_cls: 1.8118, loss: 1.8118, grad_norm: 5.1784 2020-07-25 15:38:11,046 - mmaction - INFO - Epoch [19][3260/3757] lr: 1.000e-02, eta: 20:17:55, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8094, loss_cls: 1.7588, loss: 1.7588, grad_norm: 5.3106 2020-07-25 15:38:23,230 - mmaction - INFO - Epoch [19][3280/3757] lr: 1.000e-02, eta: 20:17:42, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8109, loss_cls: 1.7873, loss: 1.7873, grad_norm: 5.3049 2020-07-25 15:38:35,178 - mmaction - INFO - Epoch [19][3300/3757] lr: 1.000e-02, eta: 20:17:29, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8313, loss_cls: 1.6157, loss: 1.6157, grad_norm: 5.3251 2020-07-25 15:38:47,455 - mmaction - INFO - Epoch [19][3320/3757] lr: 1.000e-02, eta: 20:17:16, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8359, loss_cls: 1.6062, loss: 1.6062, grad_norm: 5.2386 2020-07-25 15:38:59,587 - mmaction - INFO - Epoch [19][3340/3757] lr: 1.000e-02, eta: 20:17:03, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7426, loss: 1.7426, grad_norm: 5.3290 2020-07-25 15:39:11,935 - mmaction - INFO - Epoch [19][3360/3757] lr: 1.000e-02, eta: 20:16:50, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8164, loss_cls: 1.6438, loss: 1.6438, grad_norm: 5.0901 2020-07-25 15:39:24,144 - mmaction - INFO - Epoch [19][3380/3757] lr: 1.000e-02, eta: 20:16:37, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8195, loss_cls: 1.7106, loss: 1.7106, grad_norm: 5.3151 2020-07-25 15:39:36,421 - mmaction - INFO - Epoch [19][3400/3757] lr: 1.000e-02, eta: 20:16:24, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8234, loss_cls: 1.6653, loss: 1.6653, grad_norm: 5.2610 2020-07-25 15:39:48,702 - mmaction - INFO - Epoch [19][3420/3757] lr: 1.000e-02, eta: 20:16:11, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8273, loss_cls: 1.6822, loss: 1.6822, grad_norm: 5.5353 2020-07-25 15:40:00,965 - mmaction - INFO - Epoch [19][3440/3757] lr: 1.000e-02, eta: 20:15:58, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8125, loss_cls: 1.7205, loss: 1.7205, grad_norm: 5.5247 2020-07-25 15:40:13,162 - mmaction - INFO - Epoch [19][3460/3757] lr: 1.000e-02, eta: 20:15:45, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8070, loss_cls: 1.7661, loss: 1.7661, grad_norm: 5.3380 2020-07-25 15:40:25,439 - mmaction - INFO - Epoch [19][3480/3757] lr: 1.000e-02, eta: 20:15:33, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7930, loss_cls: 1.8239, loss: 1.8239, grad_norm: 5.2305 2020-07-25 15:40:37,764 - mmaction - INFO - Epoch [19][3500/3757] lr: 1.000e-02, eta: 20:15:20, time: 0.615, data_time: 0.004, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8344, loss_cls: 1.6491, loss: 1.6491, grad_norm: 5.2761 2020-07-25 15:40:49,781 - mmaction - INFO - Epoch [19][3520/3757] lr: 1.000e-02, eta: 20:15:07, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8133, loss_cls: 1.6944, loss: 1.6944, grad_norm: 5.3599 2020-07-25 15:41:02,125 - mmaction - INFO - Epoch [19][3540/3757] lr: 1.000e-02, eta: 20:14:54, time: 0.618, data_time: 0.004, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8258, loss_cls: 1.6302, loss: 1.6302, grad_norm: 5.2486 2020-07-25 15:41:14,159 - mmaction - INFO - Epoch [19][3560/3757] lr: 1.000e-02, eta: 20:14:40, time: 0.599, data_time: 0.003, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7149, loss: 1.7149, grad_norm: 5.2541 2020-07-25 15:41:26,154 - mmaction - INFO - Epoch [19][3580/3757] lr: 1.000e-02, eta: 20:14:27, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8367, loss_cls: 1.5972, loss: 1.5972, grad_norm: 5.1248 2020-07-25 15:41:38,378 - mmaction - INFO - Epoch [19][3600/3757] lr: 1.000e-02, eta: 20:14:14, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8219, loss_cls: 1.7034, loss: 1.7034, grad_norm: 5.3482 2020-07-25 15:41:50,471 - mmaction - INFO - Epoch [19][3620/3757] lr: 1.000e-02, eta: 20:14:01, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.7681, loss: 1.7681, grad_norm: 5.5403 2020-07-25 15:42:02,534 - mmaction - INFO - Epoch [19][3640/3757] lr: 1.000e-02, eta: 20:13:48, time: 0.601, data_time: 0.007, memory: 7079, top1_acc: 0.5609, top5_acc: 0.8117, loss_cls: 1.7594, loss: 1.7594, grad_norm: 5.4138 2020-07-25 15:42:14,551 - mmaction - INFO - Epoch [19][3660/3757] lr: 1.000e-02, eta: 20:13:35, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8234, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.4707 2020-07-25 15:42:26,734 - mmaction - INFO - Epoch [19][3680/3757] lr: 1.000e-02, eta: 20:13:22, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8242, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.3084 2020-07-25 15:42:39,144 - mmaction - INFO - Epoch [19][3700/3757] lr: 1.000e-02, eta: 20:13:09, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.7599, loss: 1.7599, grad_norm: 5.2872 2020-07-25 15:42:51,328 - mmaction - INFO - Epoch [19][3720/3757] lr: 1.000e-02, eta: 20:12:56, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8281, loss_cls: 1.6927, loss: 1.6927, grad_norm: 5.3387 2020-07-25 15:43:03,505 - mmaction - INFO - Epoch [19][3740/3757] lr: 1.000e-02, eta: 20:12:43, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8172, loss_cls: 1.6471, loss: 1.6471, grad_norm: 5.1892 2020-07-25 15:43:13,956 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-07-25 15:43:37,328 - mmaction - INFO - Epoch [20][20/3757] lr: 1.000e-02, eta: 20:12:20, time: 1.144, data_time: 0.543, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8219, loss_cls: 1.7148, loss: 1.7148, grad_norm: 5.3998 2020-07-25 15:43:49,447 - mmaction - INFO - Epoch [20][40/3757] lr: 1.000e-02, eta: 20:12:06, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.5767, loss: 1.5767, grad_norm: 5.1756 2020-07-25 15:44:01,516 - mmaction - INFO - Epoch [20][60/3757] lr: 1.000e-02, eta: 20:11:53, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8203, loss_cls: 1.6569, loss: 1.6569, grad_norm: 5.2261 2020-07-25 15:44:13,688 - mmaction - INFO - Epoch [20][80/3757] lr: 1.000e-02, eta: 20:11:40, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8313, loss_cls: 1.6415, loss: 1.6415, grad_norm: 5.2836 2020-07-25 15:44:25,646 - mmaction - INFO - Epoch [20][100/3757] lr: 1.000e-02, eta: 20:11:27, time: 0.600, data_time: 0.006, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8211, loss_cls: 1.6657, loss: 1.6657, grad_norm: 5.1868 2020-07-25 15:44:37,702 - mmaction - INFO - Epoch [20][120/3757] lr: 1.000e-02, eta: 20:11:14, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8336, loss_cls: 1.5716, loss: 1.5716, grad_norm: 5.1761 2020-07-25 15:44:49,997 - mmaction - INFO - Epoch [20][140/3757] lr: 1.000e-02, eta: 20:11:01, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8273, loss_cls: 1.6585, loss: 1.6585, grad_norm: 5.2733 2020-07-25 15:45:02,822 - mmaction - INFO - Epoch [20][160/3757] lr: 1.000e-02, eta: 20:10:49, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8203, loss_cls: 1.7113, loss: 1.7113, grad_norm: 5.4149 2020-07-25 15:45:14,768 - mmaction - INFO - Epoch [20][180/3757] lr: 1.000e-02, eta: 20:10:36, time: 0.600, data_time: 0.005, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8266, loss_cls: 1.5746, loss: 1.5746, grad_norm: 5.2989 2020-07-25 15:45:26,981 - mmaction - INFO - Epoch [20][200/3757] lr: 1.000e-02, eta: 20:10:23, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8359, loss_cls: 1.6554, loss: 1.6554, grad_norm: 5.3305 2020-07-25 15:45:39,085 - mmaction - INFO - Epoch [20][220/3757] lr: 1.000e-02, eta: 20:10:09, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8172, loss_cls: 1.6839, loss: 1.6839, grad_norm: 5.3327 2020-07-25 15:45:51,279 - mmaction - INFO - Epoch [20][240/3757] lr: 1.000e-02, eta: 20:09:56, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8047, loss_cls: 1.7346, loss: 1.7346, grad_norm: 5.3473 2020-07-25 15:46:03,394 - mmaction - INFO - Epoch [20][260/3757] lr: 1.000e-02, eta: 20:09:43, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8117, loss_cls: 1.7306, loss: 1.7306, grad_norm: 5.3409 2020-07-25 15:46:15,689 - mmaction - INFO - Epoch [20][280/3757] lr: 1.000e-02, eta: 20:09:30, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5602, top5_acc: 0.7914, loss_cls: 1.8334, loss: 1.8334, grad_norm: 5.5279 2020-07-25 15:46:27,872 - mmaction - INFO - Epoch [20][300/3757] lr: 1.000e-02, eta: 20:09:18, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8195, loss_cls: 1.6719, loss: 1.6719, grad_norm: 5.2476 2020-07-25 15:46:40,187 - mmaction - INFO - Epoch [20][320/3757] lr: 1.000e-02, eta: 20:09:05, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.7028, loss: 1.7028, grad_norm: 5.3206 2020-07-25 15:46:52,278 - mmaction - INFO - Epoch [20][340/3757] lr: 1.000e-02, eta: 20:08:52, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6187, loss: 1.6187, grad_norm: 5.2451 2020-07-25 15:47:04,635 - mmaction - INFO - Epoch [20][360/3757] lr: 1.000e-02, eta: 20:08:39, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6751, loss: 1.6751, grad_norm: 5.3448 2020-07-25 15:47:16,740 - mmaction - INFO - Epoch [20][380/3757] lr: 1.000e-02, eta: 20:08:26, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8398, loss_cls: 1.5811, loss: 1.5811, grad_norm: 5.2142 2020-07-25 15:47:29,099 - mmaction - INFO - Epoch [20][400/3757] lr: 1.000e-02, eta: 20:08:13, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.2005 2020-07-25 15:47:41,421 - mmaction - INFO - Epoch [20][420/3757] lr: 1.000e-02, eta: 20:08:00, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5633, top5_acc: 0.8039, loss_cls: 1.7941, loss: 1.7941, grad_norm: 5.5393 2020-07-25 15:47:53,552 - mmaction - INFO - Epoch [20][440/3757] lr: 1.000e-02, eta: 20:07:47, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8328, loss_cls: 1.6376, loss: 1.6376, grad_norm: 5.2919 2020-07-25 15:48:05,629 - mmaction - INFO - Epoch [20][460/3757] lr: 1.000e-02, eta: 20:07:34, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.5887, loss: 1.5887, grad_norm: 5.1723 2020-07-25 15:48:17,868 - mmaction - INFO - Epoch [20][480/3757] lr: 1.000e-02, eta: 20:07:21, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8281, loss_cls: 1.6716, loss: 1.6716, grad_norm: 5.3688 2020-07-25 15:48:30,137 - mmaction - INFO - Epoch [20][500/3757] lr: 1.000e-02, eta: 20:07:08, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.5828, top5_acc: 0.7984, loss_cls: 1.7273, loss: 1.7273, grad_norm: 5.4161 2020-07-25 15:48:42,167 - mmaction - INFO - Epoch [20][520/3757] lr: 1.000e-02, eta: 20:06:55, time: 0.600, data_time: 0.006, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8258, loss_cls: 1.6446, loss: 1.6446, grad_norm: 5.2651 2020-07-25 15:48:54,324 - mmaction - INFO - Epoch [20][540/3757] lr: 1.000e-02, eta: 20:06:42, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8430, loss_cls: 1.5749, loss: 1.5749, grad_norm: 5.2214 2020-07-25 15:49:06,522 - mmaction - INFO - Epoch [20][560/3757] lr: 1.000e-02, eta: 20:06:29, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8203, loss_cls: 1.6570, loss: 1.6570, grad_norm: 5.4140 2020-07-25 15:49:18,653 - mmaction - INFO - Epoch [20][580/3757] lr: 1.000e-02, eta: 20:06:16, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8063, loss_cls: 1.7943, loss: 1.7943, grad_norm: 5.6413 2020-07-25 15:49:30,937 - mmaction - INFO - Epoch [20][600/3757] lr: 1.000e-02, eta: 20:06:03, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8195, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.5338 2020-07-25 15:49:43,174 - mmaction - INFO - Epoch [20][620/3757] lr: 1.000e-02, eta: 20:05:50, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8313, loss_cls: 1.6472, loss: 1.6472, grad_norm: 5.2880 2020-07-25 15:49:55,319 - mmaction - INFO - Epoch [20][640/3757] lr: 1.000e-02, eta: 20:05:37, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6036, loss: 1.6036, grad_norm: 5.1545 2020-07-25 15:50:07,581 - mmaction - INFO - Epoch [20][660/3757] lr: 1.000e-02, eta: 20:05:24, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.6203, loss: 1.6203, grad_norm: 5.3376 2020-07-25 15:50:19,742 - mmaction - INFO - Epoch [20][680/3757] lr: 1.000e-02, eta: 20:05:11, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6709, loss: 1.6709, grad_norm: 5.3321 2020-07-25 15:50:32,162 - mmaction - INFO - Epoch [20][700/3757] lr: 1.000e-02, eta: 20:04:59, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8242, loss_cls: 1.7441, loss: 1.7441, grad_norm: 5.5026 2020-07-25 15:50:44,136 - mmaction - INFO - Epoch [20][720/3757] lr: 1.000e-02, eta: 20:04:45, time: 0.601, data_time: 0.005, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8148, loss_cls: 1.6749, loss: 1.6749, grad_norm: 5.3382 2020-07-25 15:50:56,499 - mmaction - INFO - Epoch [20][740/3757] lr: 1.000e-02, eta: 20:04:33, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8180, loss_cls: 1.6951, loss: 1.6951, grad_norm: 5.4245 2020-07-25 15:51:08,681 - mmaction - INFO - Epoch [20][760/3757] lr: 1.000e-02, eta: 20:04:20, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8398, loss_cls: 1.6015, loss: 1.6015, grad_norm: 5.2712 2020-07-25 15:51:20,870 - mmaction - INFO - Epoch [20][780/3757] lr: 1.000e-02, eta: 20:04:07, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8063, loss_cls: 1.7086, loss: 1.7086, grad_norm: 5.2450 2020-07-25 15:51:33,038 - mmaction - INFO - Epoch [20][800/3757] lr: 1.000e-02, eta: 20:03:54, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8422, loss_cls: 1.5916, loss: 1.5916, grad_norm: 5.3591 2020-07-25 15:51:45,239 - mmaction - INFO - Epoch [20][820/3757] lr: 1.000e-02, eta: 20:03:41, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8562, loss_cls: 1.5686, loss: 1.5686, grad_norm: 5.5855 2020-07-25 15:51:57,269 - mmaction - INFO - Epoch [20][840/3757] lr: 1.000e-02, eta: 20:03:28, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8320, loss_cls: 1.6033, loss: 1.6033, grad_norm: 5.3018 2020-07-25 15:52:09,579 - mmaction - INFO - Epoch [20][860/3757] lr: 1.000e-02, eta: 20:03:15, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6641, loss: 1.6641, grad_norm: 5.4396 2020-07-25 15:52:21,667 - mmaction - INFO - Epoch [20][880/3757] lr: 1.000e-02, eta: 20:03:02, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8234, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.3596 2020-07-25 15:52:33,965 - mmaction - INFO - Epoch [20][900/3757] lr: 1.000e-02, eta: 20:02:49, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8367, loss_cls: 1.6318, loss: 1.6318, grad_norm: 5.3236 2020-07-25 15:52:45,978 - mmaction - INFO - Epoch [20][920/3757] lr: 1.000e-02, eta: 20:02:36, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.5884, loss: 1.5884, grad_norm: 5.2482 2020-07-25 15:52:58,208 - mmaction - INFO - Epoch [20][940/3757] lr: 1.000e-02, eta: 20:02:23, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8148, loss_cls: 1.7160, loss: 1.7160, grad_norm: 5.4490 2020-07-25 15:53:10,470 - mmaction - INFO - Epoch [20][960/3757] lr: 1.000e-02, eta: 20:02:10, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8227, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.4337 2020-07-25 15:53:22,692 - mmaction - INFO - Epoch [20][980/3757] lr: 1.000e-02, eta: 20:01:57, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8305, loss_cls: 1.6017, loss: 1.6017, grad_norm: 5.4416 2020-07-25 15:53:34,861 - mmaction - INFO - Epoch [20][1000/3757] lr: 1.000e-02, eta: 20:01:44, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8180, loss_cls: 1.7149, loss: 1.7149, grad_norm: 5.3522 2020-07-25 15:53:47,346 - mmaction - INFO - Epoch [20][1020/3757] lr: 1.000e-02, eta: 20:01:31, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8227, loss_cls: 1.6715, loss: 1.6715, grad_norm: 5.3444 2020-07-25 15:53:59,527 - mmaction - INFO - Epoch [20][1040/3757] lr: 1.000e-02, eta: 20:01:19, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.6256, loss: 1.6256, grad_norm: 5.3121 2020-07-25 15:54:11,925 - mmaction - INFO - Epoch [20][1060/3757] lr: 1.000e-02, eta: 20:01:06, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8148, loss_cls: 1.7048, loss: 1.7048, grad_norm: 5.3904 2020-07-25 15:54:23,930 - mmaction - INFO - Epoch [20][1080/3757] lr: 1.000e-02, eta: 20:00:53, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8109, loss_cls: 1.6925, loss: 1.6925, grad_norm: 5.3775 2020-07-25 15:54:36,240 - mmaction - INFO - Epoch [20][1100/3757] lr: 1.000e-02, eta: 20:00:40, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8438, loss_cls: 1.6033, loss: 1.6033, grad_norm: 5.2320 2020-07-25 15:54:48,287 - mmaction - INFO - Epoch [20][1120/3757] lr: 1.000e-02, eta: 20:00:27, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8406, loss_cls: 1.6101, loss: 1.6101, grad_norm: 5.2910 2020-07-25 15:55:00,509 - mmaction - INFO - Epoch [20][1140/3757] lr: 1.000e-02, eta: 20:00:14, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8422, loss_cls: 1.6101, loss: 1.6101, grad_norm: 5.2711 2020-07-25 15:55:12,782 - mmaction - INFO - Epoch [20][1160/3757] lr: 1.000e-02, eta: 20:00:01, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8148, loss_cls: 1.6476, loss: 1.6476, grad_norm: 5.2197 2020-07-25 15:55:24,989 - mmaction - INFO - Epoch [20][1180/3757] lr: 1.000e-02, eta: 19:59:48, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6733, loss: 1.6733, grad_norm: 5.2619 2020-07-25 15:55:37,121 - mmaction - INFO - Epoch [20][1200/3757] lr: 1.000e-02, eta: 19:59:35, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6392, loss: 1.6392, grad_norm: 5.1408 2020-07-25 15:55:49,249 - mmaction - INFO - Epoch [20][1220/3757] lr: 1.000e-02, eta: 19:59:22, time: 0.602, data_time: 0.008, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6399, loss: 1.6399, grad_norm: 5.2890 2020-07-25 15:56:01,470 - mmaction - INFO - Epoch [20][1240/3757] lr: 1.000e-02, eta: 19:59:09, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7097, loss: 1.7097, grad_norm: 5.3402 2020-07-25 15:56:13,664 - mmaction - INFO - Epoch [20][1260/3757] lr: 1.000e-02, eta: 19:58:56, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8227, loss_cls: 1.6617, loss: 1.6617, grad_norm: 5.2705 2020-07-25 15:56:25,806 - mmaction - INFO - Epoch [20][1280/3757] lr: 1.000e-02, eta: 19:58:43, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8289, loss_cls: 1.6777, loss: 1.6777, grad_norm: 5.3104 2020-07-25 15:56:38,062 - mmaction - INFO - Epoch [20][1300/3757] lr: 1.000e-02, eta: 19:58:30, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8203, loss_cls: 1.6592, loss: 1.6592, grad_norm: 5.1918 2020-07-25 15:56:50,231 - mmaction - INFO - Epoch [20][1320/3757] lr: 1.000e-02, eta: 19:58:17, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8320, loss_cls: 1.6004, loss: 1.6004, grad_norm: 5.3091 2020-07-25 15:57:02,456 - mmaction - INFO - Epoch [20][1340/3757] lr: 1.000e-02, eta: 19:58:04, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8156, loss_cls: 1.7206, loss: 1.7206, grad_norm: 5.4480 2020-07-25 15:57:14,616 - mmaction - INFO - Epoch [20][1360/3757] lr: 1.000e-02, eta: 19:57:51, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7660, loss: 1.7660, grad_norm: 5.4394 2020-07-25 15:57:26,898 - mmaction - INFO - Epoch [20][1380/3757] lr: 1.000e-02, eta: 19:57:38, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8187, loss_cls: 1.6973, loss: 1.6973, grad_norm: 5.4350 2020-07-25 15:57:39,249 - mmaction - INFO - Epoch [20][1400/3757] lr: 1.000e-02, eta: 19:57:26, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.6332, loss: 1.6332, grad_norm: 5.2156 2020-07-25 15:57:51,533 - mmaction - INFO - Epoch [20][1420/3757] lr: 1.000e-02, eta: 19:57:13, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8180, loss_cls: 1.6870, loss: 1.6870, grad_norm: 5.4903 2020-07-25 15:58:03,949 - mmaction - INFO - Epoch [20][1440/3757] lr: 1.000e-02, eta: 19:57:00, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8281, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.1279 2020-07-25 15:58:15,957 - mmaction - INFO - Epoch [20][1460/3757] lr: 1.000e-02, eta: 19:56:47, time: 0.601, data_time: 0.003, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.6697, loss: 1.6697, grad_norm: 5.2291 2020-07-25 15:58:28,004 - mmaction - INFO - Epoch [20][1480/3757] lr: 1.000e-02, eta: 19:56:34, time: 0.598, data_time: 0.005, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8172, loss_cls: 1.6741, loss: 1.6741, grad_norm: 5.4619 2020-07-25 15:58:40,214 - mmaction - INFO - Epoch [20][1500/3757] lr: 1.000e-02, eta: 19:56:21, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8266, loss_cls: 1.6841, loss: 1.6841, grad_norm: 5.2586 2020-07-25 15:58:52,474 - mmaction - INFO - Epoch [20][1520/3757] lr: 1.000e-02, eta: 19:56:08, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8328, loss_cls: 1.6218, loss: 1.6218, grad_norm: 5.1201 2020-07-25 15:59:04,751 - mmaction - INFO - Epoch [20][1540/3757] lr: 1.000e-02, eta: 19:55:55, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8336, loss_cls: 1.5880, loss: 1.5880, grad_norm: 5.1370 2020-07-25 15:59:16,941 - mmaction - INFO - Epoch [20][1560/3757] lr: 1.000e-02, eta: 19:55:42, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8070, loss_cls: 1.7125, loss: 1.7125, grad_norm: 5.4491 2020-07-25 15:59:29,111 - mmaction - INFO - Epoch [20][1580/3757] lr: 1.000e-02, eta: 19:55:29, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.6837, loss: 1.6837, grad_norm: 5.1789 2020-07-25 15:59:41,340 - mmaction - INFO - Epoch [20][1600/3757] lr: 1.000e-02, eta: 19:55:16, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8180, loss_cls: 1.6907, loss: 1.6907, grad_norm: 5.1980 2020-07-25 15:59:53,697 - mmaction - INFO - Epoch [20][1620/3757] lr: 1.000e-02, eta: 19:55:04, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8250, loss_cls: 1.6445, loss: 1.6445, grad_norm: 5.3303 2020-07-25 16:00:07,606 - mmaction - INFO - Epoch [20][1640/3757] lr: 1.000e-02, eta: 19:54:53, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5439, loss: 1.5439, grad_norm: 5.2118 2020-07-25 16:00:19,919 - mmaction - INFO - Epoch [20][1660/3757] lr: 1.000e-02, eta: 19:54:41, time: 0.618, data_time: 0.015, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8242, loss_cls: 1.5956, loss: 1.5956, grad_norm: 5.0696 2020-07-25 16:00:32,161 - mmaction - INFO - Epoch [20][1680/3757] lr: 1.000e-02, eta: 19:54:28, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8422, loss_cls: 1.5864, loss: 1.5864, grad_norm: 5.1936 2020-07-25 16:00:44,418 - mmaction - INFO - Epoch [20][1700/3757] lr: 1.000e-02, eta: 19:54:15, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8203, loss_cls: 1.7223, loss: 1.7223, grad_norm: 5.6105 2020-07-25 16:00:56,666 - mmaction - INFO - Epoch [20][1720/3757] lr: 1.000e-02, eta: 19:54:02, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8156, loss_cls: 1.7478, loss: 1.7478, grad_norm: 5.5119 2020-07-25 16:01:08,805 - mmaction - INFO - Epoch [20][1740/3757] lr: 1.000e-02, eta: 19:53:49, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7977, loss_cls: 1.8216, loss: 1.8216, grad_norm: 5.3620 2020-07-25 16:01:20,883 - mmaction - INFO - Epoch [20][1760/3757] lr: 1.000e-02, eta: 19:53:36, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8250, loss_cls: 1.6289, loss: 1.6289, grad_norm: 5.2479 2020-07-25 16:01:33,078 - mmaction - INFO - Epoch [20][1780/3757] lr: 1.000e-02, eta: 19:53:23, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8398, loss_cls: 1.6109, loss: 1.6109, grad_norm: 5.2444 2020-07-25 16:01:45,139 - mmaction - INFO - Epoch [20][1800/3757] lr: 1.000e-02, eta: 19:53:10, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7648, loss: 1.7648, grad_norm: 5.4768 2020-07-25 16:01:57,418 - mmaction - INFO - Epoch [20][1820/3757] lr: 1.000e-02, eta: 19:52:57, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8352, loss_cls: 1.6129, loss: 1.6129, grad_norm: 5.2244 2020-07-25 16:02:09,520 - mmaction - INFO - Epoch [20][1840/3757] lr: 1.000e-02, eta: 19:52:44, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5820, top5_acc: 0.8109, loss_cls: 1.7426, loss: 1.7426, grad_norm: 5.4709 2020-07-25 16:02:21,769 - mmaction - INFO - Epoch [20][1860/3757] lr: 1.000e-02, eta: 19:52:31, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8289, loss_cls: 1.6655, loss: 1.6655, grad_norm: 5.2376 2020-07-25 16:02:33,819 - mmaction - INFO - Epoch [20][1880/3757] lr: 1.000e-02, eta: 19:52:18, time: 0.607, data_time: 0.009, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8242, loss_cls: 1.6574, loss: 1.6574, grad_norm: 5.4059 2020-07-25 16:02:46,014 - mmaction - INFO - Epoch [20][1900/3757] lr: 1.000e-02, eta: 19:52:05, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.6737, loss: 1.6737, grad_norm: 5.2945 2020-07-25 16:02:58,178 - mmaction - INFO - Epoch [20][1920/3757] lr: 1.000e-02, eta: 19:51:52, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.5656, top5_acc: 0.8141, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.4729 2020-07-25 16:03:10,397 - mmaction - INFO - Epoch [20][1940/3757] lr: 1.000e-02, eta: 19:51:39, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8234, loss_cls: 1.6514, loss: 1.6514, grad_norm: 5.2795 2020-07-25 16:03:22,697 - mmaction - INFO - Epoch [20][1960/3757] lr: 1.000e-02, eta: 19:51:26, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8141, loss_cls: 1.7129, loss: 1.7129, grad_norm: 5.4352 2020-07-25 16:03:34,931 - mmaction - INFO - Epoch [20][1980/3757] lr: 1.000e-02, eta: 19:51:13, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8344, loss_cls: 1.6115, loss: 1.6115, grad_norm: 5.1989 2020-07-25 16:03:47,087 - mmaction - INFO - Epoch [20][2000/3757] lr: 1.000e-02, eta: 19:51:00, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8250, loss_cls: 1.6843, loss: 1.6843, grad_norm: 5.4235 2020-07-25 16:03:59,285 - mmaction - INFO - Epoch [20][2020/3757] lr: 1.000e-02, eta: 19:50:47, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8258, loss_cls: 1.6605, loss: 1.6605, grad_norm: 5.4929 2020-07-25 16:04:11,480 - mmaction - INFO - Epoch [20][2040/3757] lr: 1.000e-02, eta: 19:50:35, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6490, loss: 1.6490, grad_norm: 5.4147 2020-07-25 16:04:23,660 - mmaction - INFO - Epoch [20][2060/3757] lr: 1.000e-02, eta: 19:50:21, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8305, loss_cls: 1.6344, loss: 1.6344, grad_norm: 5.4650 2020-07-25 16:04:35,879 - mmaction - INFO - Epoch [20][2080/3757] lr: 1.000e-02, eta: 19:50:09, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8281, loss_cls: 1.6410, loss: 1.6410, grad_norm: 5.2303 2020-07-25 16:04:47,978 - mmaction - INFO - Epoch [20][2100/3757] lr: 1.000e-02, eta: 19:49:56, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8281, loss_cls: 1.6284, loss: 1.6284, grad_norm: 5.1480 2020-07-25 16:05:00,059 - mmaction - INFO - Epoch [20][2120/3757] lr: 1.000e-02, eta: 19:49:42, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8258, loss_cls: 1.6721, loss: 1.6721, grad_norm: 5.3422 2020-07-25 16:05:12,343 - mmaction - INFO - Epoch [20][2140/3757] lr: 1.000e-02, eta: 19:49:30, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8250, loss_cls: 1.6366, loss: 1.6366, grad_norm: 5.3105 2020-07-25 16:05:24,591 - mmaction - INFO - Epoch [20][2160/3757] lr: 1.000e-02, eta: 19:49:17, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8117, loss_cls: 1.6997, loss: 1.6997, grad_norm: 5.4169 2020-07-25 16:05:36,714 - mmaction - INFO - Epoch [20][2180/3757] lr: 1.000e-02, eta: 19:49:04, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.5711, top5_acc: 0.8266, loss_cls: 1.7142, loss: 1.7142, grad_norm: 5.5825 2020-07-25 16:05:48,688 - mmaction - INFO - Epoch [20][2200/3757] lr: 1.000e-02, eta: 19:48:50, time: 0.601, data_time: 0.008, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8320, loss_cls: 1.6646, loss: 1.6646, grad_norm: 5.3313 2020-07-25 16:06:01,110 - mmaction - INFO - Epoch [20][2220/3757] lr: 1.000e-02, eta: 19:48:38, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8305, loss_cls: 1.6029, loss: 1.6029, grad_norm: 5.2802 2020-07-25 16:06:13,340 - mmaction - INFO - Epoch [20][2240/3757] lr: 1.000e-02, eta: 19:48:25, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8125, loss_cls: 1.6944, loss: 1.6944, grad_norm: 5.2608 2020-07-25 16:06:25,647 - mmaction - INFO - Epoch [20][2260/3757] lr: 1.000e-02, eta: 19:48:12, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8141, loss_cls: 1.6796, loss: 1.6796, grad_norm: 5.3273 2020-07-25 16:06:37,627 - mmaction - INFO - Epoch [20][2280/3757] lr: 1.000e-02, eta: 19:47:59, time: 0.606, data_time: 0.009, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.7158, loss: 1.7158, grad_norm: 5.4087 2020-07-25 16:06:49,896 - mmaction - INFO - Epoch [20][2300/3757] lr: 1.000e-02, eta: 19:47:46, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8273, loss_cls: 1.6122, loss: 1.6122, grad_norm: 5.3187 2020-07-25 16:07:02,087 - mmaction - INFO - Epoch [20][2320/3757] lr: 1.000e-02, eta: 19:47:33, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8258, loss_cls: 1.6513, loss: 1.6513, grad_norm: 5.2368 2020-07-25 16:07:14,376 - mmaction - INFO - Epoch [20][2340/3757] lr: 1.000e-02, eta: 19:47:20, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8344, loss_cls: 1.6253, loss: 1.6253, grad_norm: 5.3002 2020-07-25 16:07:26,454 - mmaction - INFO - Epoch [20][2360/3757] lr: 1.000e-02, eta: 19:47:07, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6354, loss: 1.6354, grad_norm: 5.1666 2020-07-25 16:07:38,782 - mmaction - INFO - Epoch [20][2380/3757] lr: 1.000e-02, eta: 19:46:55, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.6904, loss: 1.6904, grad_norm: 5.3614 2020-07-25 16:07:50,930 - mmaction - INFO - Epoch [20][2400/3757] lr: 1.000e-02, eta: 19:46:42, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.6418, loss: 1.6418, grad_norm: 5.2364 2020-07-25 16:08:03,389 - mmaction - INFO - Epoch [20][2420/3757] lr: 1.000e-02, eta: 19:46:29, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.3475 2020-07-25 16:08:15,605 - mmaction - INFO - Epoch [20][2440/3757] lr: 1.000e-02, eta: 19:46:16, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.5664, top5_acc: 0.8125, loss_cls: 1.7690, loss: 1.7690, grad_norm: 5.4120 2020-07-25 16:08:27,767 - mmaction - INFO - Epoch [20][2460/3757] lr: 1.000e-02, eta: 19:46:03, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8273, loss_cls: 1.6737, loss: 1.6737, grad_norm: 5.2175 2020-07-25 16:08:39,915 - mmaction - INFO - Epoch [20][2480/3757] lr: 1.000e-02, eta: 19:45:50, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8125, loss_cls: 1.7494, loss: 1.7494, grad_norm: 5.3303 2020-07-25 16:08:52,336 - mmaction - INFO - Epoch [20][2500/3757] lr: 1.000e-02, eta: 19:45:38, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8289, loss_cls: 1.6610, loss: 1.6610, grad_norm: 5.2761 2020-07-25 16:09:04,384 - mmaction - INFO - Epoch [20][2520/3757] lr: 1.000e-02, eta: 19:45:24, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8398, loss_cls: 1.6761, loss: 1.6761, grad_norm: 5.3080 2020-07-25 16:09:16,657 - mmaction - INFO - Epoch [20][2540/3757] lr: 1.000e-02, eta: 19:45:12, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8258, loss_cls: 1.6518, loss: 1.6518, grad_norm: 5.2846 2020-07-25 16:09:28,784 - mmaction - INFO - Epoch [20][2560/3757] lr: 1.000e-02, eta: 19:44:59, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.7044, loss: 1.7044, grad_norm: 5.3268 2020-07-25 16:09:41,080 - mmaction - INFO - Epoch [20][2580/3757] lr: 1.000e-02, eta: 19:44:46, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8328, loss_cls: 1.6758, loss: 1.6758, grad_norm: 5.3937 2020-07-25 16:09:53,108 - mmaction - INFO - Epoch [20][2600/3757] lr: 1.000e-02, eta: 19:44:33, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8352, loss_cls: 1.6048, loss: 1.6048, grad_norm: 5.1663 2020-07-25 16:10:05,313 - mmaction - INFO - Epoch [20][2620/3757] lr: 1.000e-02, eta: 19:44:20, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8320, loss_cls: 1.6253, loss: 1.6253, grad_norm: 5.1879 2020-07-25 16:10:18,043 - mmaction - INFO - Epoch [20][2640/3757] lr: 1.000e-02, eta: 19:44:08, time: 0.642, data_time: 0.009, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8203, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.3522 2020-07-25 16:10:30,213 - mmaction - INFO - Epoch [20][2660/3757] lr: 1.000e-02, eta: 19:43:55, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8180, loss_cls: 1.6893, loss: 1.6893, grad_norm: 5.2850 2020-07-25 16:10:42,363 - mmaction - INFO - Epoch [20][2680/3757] lr: 1.000e-02, eta: 19:43:42, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8156, loss_cls: 1.6920, loss: 1.6920, grad_norm: 5.2694 2020-07-25 16:10:54,692 - mmaction - INFO - Epoch [20][2700/3757] lr: 1.000e-02, eta: 19:43:29, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8227, loss_cls: 1.6650, loss: 1.6650, grad_norm: 5.1741 2020-07-25 16:11:06,819 - mmaction - INFO - Epoch [20][2720/3757] lr: 1.000e-02, eta: 19:43:16, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8266, loss_cls: 1.6048, loss: 1.6048, grad_norm: 5.1590 2020-07-25 16:11:19,170 - mmaction - INFO - Epoch [20][2740/3757] lr: 1.000e-02, eta: 19:43:03, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.5727, top5_acc: 0.7883, loss_cls: 1.8073, loss: 1.8073, grad_norm: 5.4480 2020-07-25 16:11:31,273 - mmaction - INFO - Epoch [20][2760/3757] lr: 1.000e-02, eta: 19:42:50, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.5797, top5_acc: 0.7945, loss_cls: 1.7517, loss: 1.7517, grad_norm: 5.2973 2020-07-25 16:11:43,490 - mmaction - INFO - Epoch [20][2780/3757] lr: 1.000e-02, eta: 19:42:37, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8156, loss_cls: 1.7151, loss: 1.7151, grad_norm: 5.2232 2020-07-25 16:11:55,628 - mmaction - INFO - Epoch [20][2800/3757] lr: 1.000e-02, eta: 19:42:24, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8328, loss_cls: 1.6369, loss: 1.6369, grad_norm: 5.1804 2020-07-25 16:12:07,702 - mmaction - INFO - Epoch [20][2820/3757] lr: 1.000e-02, eta: 19:42:11, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8234, loss_cls: 1.6653, loss: 1.6653, grad_norm: 5.2922 2020-07-25 16:12:19,939 - mmaction - INFO - Epoch [20][2840/3757] lr: 1.000e-02, eta: 19:41:58, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8359, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.2351 2020-07-25 16:12:32,276 - mmaction - INFO - Epoch [20][2860/3757] lr: 1.000e-02, eta: 19:41:46, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8211, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.4726 2020-07-25 16:12:44,482 - mmaction - INFO - Epoch [20][2880/3757] lr: 1.000e-02, eta: 19:41:33, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8313, loss_cls: 1.6548, loss: 1.6548, grad_norm: 5.3733 2020-07-25 16:12:56,681 - mmaction - INFO - Epoch [20][2900/3757] lr: 1.000e-02, eta: 19:41:20, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.6780, loss: 1.6780, grad_norm: 5.3205 2020-07-25 16:13:08,778 - mmaction - INFO - Epoch [20][2920/3757] lr: 1.000e-02, eta: 19:41:07, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8273, loss_cls: 1.6551, loss: 1.6551, grad_norm: 5.2178 2020-07-25 16:13:20,903 - mmaction - INFO - Epoch [20][2940/3757] lr: 1.000e-02, eta: 19:40:54, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8227, loss_cls: 1.6606, loss: 1.6606, grad_norm: 5.3629 2020-07-25 16:13:33,196 - mmaction - INFO - Epoch [20][2960/3757] lr: 1.000e-02, eta: 19:40:41, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.6421, loss: 1.6421, grad_norm: 5.2499 2020-07-25 16:13:45,531 - mmaction - INFO - Epoch [20][2980/3757] lr: 1.000e-02, eta: 19:40:28, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8383, loss_cls: 1.5915, loss: 1.5915, grad_norm: 5.2543 2020-07-25 16:13:57,539 - mmaction - INFO - Epoch [20][3000/3757] lr: 1.000e-02, eta: 19:40:15, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8031, loss_cls: 1.7246, loss: 1.7246, grad_norm: 5.2416 2020-07-25 16:14:09,788 - mmaction - INFO - Epoch [20][3020/3757] lr: 1.000e-02, eta: 19:40:02, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.8117, loss_cls: 1.7781, loss: 1.7781, grad_norm: 5.5160 2020-07-25 16:14:21,869 - mmaction - INFO - Epoch [20][3040/3757] lr: 1.000e-02, eta: 19:39:49, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8234, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.2570 2020-07-25 16:14:34,147 - mmaction - INFO - Epoch [20][3060/3757] lr: 1.000e-02, eta: 19:39:36, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8109, loss_cls: 1.7315, loss: 1.7315, grad_norm: 5.2801 2020-07-25 16:14:46,288 - mmaction - INFO - Epoch [20][3080/3757] lr: 1.000e-02, eta: 19:39:23, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8195, loss_cls: 1.7089, loss: 1.7089, grad_norm: 5.2919 2020-07-25 16:14:58,585 - mmaction - INFO - Epoch [20][3100/3757] lr: 1.000e-02, eta: 19:39:10, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8109, loss_cls: 1.7028, loss: 1.7028, grad_norm: 5.4876 2020-07-25 16:15:10,598 - mmaction - INFO - Epoch [20][3120/3757] lr: 1.000e-02, eta: 19:38:57, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8375, loss_cls: 1.6694, loss: 1.6694, grad_norm: 5.3916 2020-07-25 16:15:22,905 - mmaction - INFO - Epoch [20][3140/3757] lr: 1.000e-02, eta: 19:38:45, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8250, loss_cls: 1.6433, loss: 1.6433, grad_norm: 5.2442 2020-07-25 16:15:35,174 - mmaction - INFO - Epoch [20][3160/3757] lr: 1.000e-02, eta: 19:38:32, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6675, loss: 1.6675, grad_norm: 5.2307 2020-07-25 16:15:47,393 - mmaction - INFO - Epoch [20][3180/3757] lr: 1.000e-02, eta: 19:38:19, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8086, loss_cls: 1.7602, loss: 1.7602, grad_norm: 5.3245 2020-07-25 16:15:59,709 - mmaction - INFO - Epoch [20][3200/3757] lr: 1.000e-02, eta: 19:38:06, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8258, loss_cls: 1.6360, loss: 1.6360, grad_norm: 5.2879 2020-07-25 16:16:11,907 - mmaction - INFO - Epoch [20][3220/3757] lr: 1.000e-02, eta: 19:37:53, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.6518, loss: 1.6518, grad_norm: 5.2880 2020-07-25 16:16:23,924 - mmaction - INFO - Epoch [20][3240/3757] lr: 1.000e-02, eta: 19:37:40, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.6716, loss: 1.6716, grad_norm: 5.2903 2020-07-25 16:16:36,193 - mmaction - INFO - Epoch [20][3260/3757] lr: 1.000e-02, eta: 19:37:27, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.6786, loss: 1.6786, grad_norm: 5.3399 2020-07-25 16:16:48,316 - mmaction - INFO - Epoch [20][3280/3757] lr: 1.000e-02, eta: 19:37:14, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8297, loss_cls: 1.6476, loss: 1.6476, grad_norm: 5.2525 2020-07-25 16:17:00,401 - mmaction - INFO - Epoch [20][3300/3757] lr: 1.000e-02, eta: 19:37:01, time: 0.600, data_time: 0.008, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8242, loss_cls: 1.6559, loss: 1.6559, grad_norm: 5.3511 2020-07-25 16:17:12,388 - mmaction - INFO - Epoch [20][3320/3757] lr: 1.000e-02, eta: 19:36:48, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8211, loss_cls: 1.6848, loss: 1.6848, grad_norm: 5.1753 2020-07-25 16:17:24,610 - mmaction - INFO - Epoch [20][3340/3757] lr: 1.000e-02, eta: 19:36:35, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8125, loss_cls: 1.6817, loss: 1.6817, grad_norm: 5.4102 2020-07-25 16:17:36,791 - mmaction - INFO - Epoch [20][3360/3757] lr: 1.000e-02, eta: 19:36:22, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8148, loss_cls: 1.7409, loss: 1.7409, grad_norm: 5.4234 2020-07-25 16:17:49,074 - mmaction - INFO - Epoch [20][3380/3757] lr: 1.000e-02, eta: 19:36:09, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8227, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.2755 2020-07-25 16:18:01,257 - mmaction - INFO - Epoch [20][3400/3757] lr: 1.000e-02, eta: 19:35:56, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8219, loss_cls: 1.7146, loss: 1.7146, grad_norm: 5.4719 2020-07-25 16:18:13,559 - mmaction - INFO - Epoch [20][3420/3757] lr: 1.000e-02, eta: 19:35:43, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.6863, loss: 1.6863, grad_norm: 5.2777 2020-07-25 16:18:25,510 - mmaction - INFO - Epoch [20][3440/3757] lr: 1.000e-02, eta: 19:35:30, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.6711, loss: 1.6711, grad_norm: 5.1613 2020-07-25 16:18:37,659 - mmaction - INFO - Epoch [20][3460/3757] lr: 1.000e-02, eta: 19:35:17, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8258, loss_cls: 1.6007, loss: 1.6007, grad_norm: 5.2356 2020-07-25 16:18:49,829 - mmaction - INFO - Epoch [20][3480/3757] lr: 1.000e-02, eta: 19:35:04, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8117, loss_cls: 1.7223, loss: 1.7223, grad_norm: 5.3981 2020-07-25 16:19:02,184 - mmaction - INFO - Epoch [20][3500/3757] lr: 1.000e-02, eta: 19:34:52, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8313, loss_cls: 1.6827, loss: 1.6827, grad_norm: 5.3088 2020-07-25 16:19:14,308 - mmaction - INFO - Epoch [20][3520/3757] lr: 1.000e-02, eta: 19:34:39, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8227, loss_cls: 1.6067, loss: 1.6067, grad_norm: 5.1199 2020-07-25 16:19:26,457 - mmaction - INFO - Epoch [20][3540/3757] lr: 1.000e-02, eta: 19:34:26, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8164, loss_cls: 1.7474, loss: 1.7474, grad_norm: 5.4601 2020-07-25 16:19:38,622 - mmaction - INFO - Epoch [20][3560/3757] lr: 1.000e-02, eta: 19:34:13, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8195, loss_cls: 1.7298, loss: 1.7298, grad_norm: 5.2930 2020-07-25 16:19:50,900 - mmaction - INFO - Epoch [20][3580/3757] lr: 1.000e-02, eta: 19:34:00, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8117, loss_cls: 1.7261, loss: 1.7261, grad_norm: 5.4156 2020-07-25 16:20:03,149 - mmaction - INFO - Epoch [20][3600/3757] lr: 1.000e-02, eta: 19:33:47, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8258, loss_cls: 1.6813, loss: 1.6813, grad_norm: 5.3333 2020-07-25 16:20:15,350 - mmaction - INFO - Epoch [20][3620/3757] lr: 1.000e-02, eta: 19:33:34, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.5734, top5_acc: 0.8164, loss_cls: 1.7187, loss: 1.7187, grad_norm: 5.3196 2020-07-25 16:20:27,547 - mmaction - INFO - Epoch [20][3640/3757] lr: 1.000e-02, eta: 19:33:21, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8164, loss_cls: 1.7239, loss: 1.7239, grad_norm: 5.5734 2020-07-25 16:20:39,535 - mmaction - INFO - Epoch [20][3660/3757] lr: 1.000e-02, eta: 19:33:08, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8133, loss_cls: 1.7246, loss: 1.7246, grad_norm: 5.3588 2020-07-25 16:20:52,898 - mmaction - INFO - Epoch [20][3680/3757] lr: 1.000e-02, eta: 19:32:57, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8148, loss_cls: 1.7436, loss: 1.7436, grad_norm: 5.3431 2020-07-25 16:21:04,864 - mmaction - INFO - Epoch [20][3700/3757] lr: 1.000e-02, eta: 19:32:44, time: 0.600, data_time: 0.007, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6900, loss: 1.6900, grad_norm: 5.2418 2020-07-25 16:21:17,165 - mmaction - INFO - Epoch [20][3720/3757] lr: 1.000e-02, eta: 19:32:31, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8266, loss_cls: 1.7051, loss: 1.7051, grad_norm: 5.4121 2020-07-25 16:21:29,340 - mmaction - INFO - Epoch [20][3740/3757] lr: 1.000e-02, eta: 19:32:18, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8203, loss_cls: 1.6760, loss: 1.6760, grad_norm: 5.3143 2020-07-25 16:21:39,799 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-25 16:22:05,415 - mmaction - INFO - Epoch [21][20/3757] lr: 1.000e-03, eta: 19:31:58, time: 1.249, data_time: 0.587, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8320, loss_cls: 1.5629, loss: 1.5629, grad_norm: 5.0601 2020-07-25 16:22:17,378 - mmaction - INFO - Epoch [21][40/3757] lr: 1.000e-03, eta: 19:31:45, time: 0.598, data_time: 0.002, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8484, loss_cls: 1.5701, loss: 1.5701, grad_norm: 5.0637 2020-07-25 16:22:29,503 - mmaction - INFO - Epoch [21][60/3757] lr: 1.000e-03, eta: 19:31:31, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5640, loss: 1.5640, grad_norm: 5.0605 2020-07-25 16:22:41,751 - mmaction - INFO - Epoch [21][80/3757] lr: 1.000e-03, eta: 19:31:19, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8367, loss_cls: 1.5745, loss: 1.5745, grad_norm: 5.2316 2020-07-25 16:22:53,959 - mmaction - INFO - Epoch [21][100/3757] lr: 1.000e-03, eta: 19:31:06, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.5159, loss: 1.5159, grad_norm: 5.1007 2020-07-25 16:23:05,960 - mmaction - INFO - Epoch [21][120/3757] lr: 1.000e-03, eta: 19:30:53, time: 0.599, data_time: 0.003, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8383, loss_cls: 1.5748, loss: 1.5748, grad_norm: 5.1848 2020-07-25 16:23:18,093 - mmaction - INFO - Epoch [21][140/3757] lr: 1.000e-03, eta: 19:30:40, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.4420, loss: 1.4420, grad_norm: 4.8641 2020-07-25 16:23:30,066 - mmaction - INFO - Epoch [21][160/3757] lr: 1.000e-03, eta: 19:30:26, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.5051, loss: 1.5051, grad_norm: 5.0681 2020-07-25 16:23:42,334 - mmaction - INFO - Epoch [21][180/3757] lr: 1.000e-03, eta: 19:30:14, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3635, loss: 1.3635, grad_norm: 4.8215 2020-07-25 16:23:54,492 - mmaction - INFO - Epoch [21][200/3757] lr: 1.000e-03, eta: 19:30:01, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.3853, loss: 1.3853, grad_norm: 4.7621 2020-07-25 16:24:06,741 - mmaction - INFO - Epoch [21][220/3757] lr: 1.000e-03, eta: 19:29:48, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.3847, loss: 1.3847, grad_norm: 4.8998 2020-07-25 16:24:18,900 - mmaction - INFO - Epoch [21][240/3757] lr: 1.000e-03, eta: 19:29:35, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.5010, loss: 1.5010, grad_norm: 4.9281 2020-07-25 16:24:31,099 - mmaction - INFO - Epoch [21][260/3757] lr: 1.000e-03, eta: 19:29:22, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4216, loss: 1.4216, grad_norm: 5.0156 2020-07-25 16:24:43,417 - mmaction - INFO - Epoch [21][280/3757] lr: 1.000e-03, eta: 19:29:09, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4279, loss: 1.4279, grad_norm: 4.7596 2020-07-25 16:24:55,773 - mmaction - INFO - Epoch [21][300/3757] lr: 1.000e-03, eta: 19:28:57, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8586, loss_cls: 1.3819, loss: 1.3819, grad_norm: 4.9105 2020-07-25 16:25:07,897 - mmaction - INFO - Epoch [21][320/3757] lr: 1.000e-03, eta: 19:28:44, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3532, loss: 1.3532, grad_norm: 4.8790 2020-07-25 16:25:20,021 - mmaction - INFO - Epoch [21][340/3757] lr: 1.000e-03, eta: 19:28:31, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.4237, loss: 1.4237, grad_norm: 4.9661 2020-07-25 16:25:32,197 - mmaction - INFO - Epoch [21][360/3757] lr: 1.000e-03, eta: 19:28:18, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.4014, loss: 1.4014, grad_norm: 5.0268 2020-07-25 16:25:44,362 - mmaction - INFO - Epoch [21][380/3757] lr: 1.000e-03, eta: 19:28:05, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8695, loss_cls: 1.3853, loss: 1.3853, grad_norm: 5.0772 2020-07-25 16:25:56,509 - mmaction - INFO - Epoch [21][400/3757] lr: 1.000e-03, eta: 19:27:52, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4211, loss: 1.4211, grad_norm: 5.0787 2020-07-25 16:26:08,672 - mmaction - INFO - Epoch [21][420/3757] lr: 1.000e-03, eta: 19:27:39, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.4701, loss: 1.4701, grad_norm: 5.0300 2020-07-25 16:26:20,830 - mmaction - INFO - Epoch [21][440/3757] lr: 1.000e-03, eta: 19:27:26, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5085, loss: 1.5085, grad_norm: 5.1105 2020-07-25 16:26:33,078 - mmaction - INFO - Epoch [21][460/3757] lr: 1.000e-03, eta: 19:27:13, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4505, loss: 1.4505, grad_norm: 5.0285 2020-07-25 16:26:45,170 - mmaction - INFO - Epoch [21][480/3757] lr: 1.000e-03, eta: 19:27:00, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.3908, loss: 1.3908, grad_norm: 4.9915 2020-07-25 16:26:57,490 - mmaction - INFO - Epoch [21][500/3757] lr: 1.000e-03, eta: 19:26:47, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8562, loss_cls: 1.4216, loss: 1.4216, grad_norm: 4.8645 2020-07-25 16:27:09,546 - mmaction - INFO - Epoch [21][520/3757] lr: 1.000e-03, eta: 19:26:34, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8656, loss_cls: 1.4018, loss: 1.4018, grad_norm: 5.0668 2020-07-25 16:27:21,702 - mmaction - INFO - Epoch [21][540/3757] lr: 1.000e-03, eta: 19:26:21, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.4102, loss: 1.4102, grad_norm: 5.0030 2020-07-25 16:27:33,703 - mmaction - INFO - Epoch [21][560/3757] lr: 1.000e-03, eta: 19:26:08, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3338, loss: 1.3338, grad_norm: 4.8302 2020-07-25 16:27:45,797 - mmaction - INFO - Epoch [21][580/3757] lr: 1.000e-03, eta: 19:25:55, time: 0.601, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8766, loss_cls: 1.3007, loss: 1.3007, grad_norm: 4.8227 2020-07-25 16:27:57,971 - mmaction - INFO - Epoch [21][600/3757] lr: 1.000e-03, eta: 19:25:42, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8602, loss_cls: 1.3934, loss: 1.3934, grad_norm: 4.9135 2020-07-25 16:28:10,107 - mmaction - INFO - Epoch [21][620/3757] lr: 1.000e-03, eta: 19:25:29, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.3918, loss: 1.3918, grad_norm: 4.9625 2020-07-25 16:28:22,384 - mmaction - INFO - Epoch [21][640/3757] lr: 1.000e-03, eta: 19:25:16, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8719, loss_cls: 1.3338, loss: 1.3338, grad_norm: 4.8316 2020-07-25 16:28:34,536 - mmaction - INFO - Epoch [21][660/3757] lr: 1.000e-03, eta: 19:25:03, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8594, loss_cls: 1.3977, loss: 1.3977, grad_norm: 4.9407 2020-07-25 16:28:46,677 - mmaction - INFO - Epoch [21][680/3757] lr: 1.000e-03, eta: 19:24:50, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.3030, loss: 1.3030, grad_norm: 4.8400 2020-07-25 16:28:58,843 - mmaction - INFO - Epoch [21][700/3757] lr: 1.000e-03, eta: 19:24:37, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3230, loss: 1.3230, grad_norm: 4.8572 2020-07-25 16:29:11,175 - mmaction - INFO - Epoch [21][720/3757] lr: 1.000e-03, eta: 19:24:25, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4847, loss: 1.4847, grad_norm: 5.2419 2020-07-25 16:29:23,523 - mmaction - INFO - Epoch [21][740/3757] lr: 1.000e-03, eta: 19:24:12, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8547, loss_cls: 1.3960, loss: 1.3960, grad_norm: 5.0110 2020-07-25 16:29:35,763 - mmaction - INFO - Epoch [21][760/3757] lr: 1.000e-03, eta: 19:23:59, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.2867, loss: 1.2867, grad_norm: 4.8979 2020-07-25 16:29:48,021 - mmaction - INFO - Epoch [21][780/3757] lr: 1.000e-03, eta: 19:23:46, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8570, loss_cls: 1.4327, loss: 1.4327, grad_norm: 5.1097 2020-07-25 16:30:00,196 - mmaction - INFO - Epoch [21][800/3757] lr: 1.000e-03, eta: 19:23:33, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8609, loss_cls: 1.3607, loss: 1.3607, grad_norm: 5.1813 2020-07-25 16:30:12,405 - mmaction - INFO - Epoch [21][820/3757] lr: 1.000e-03, eta: 19:23:21, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8625, loss_cls: 1.4079, loss: 1.4079, grad_norm: 5.0745 2020-07-25 16:30:24,540 - mmaction - INFO - Epoch [21][840/3757] lr: 1.000e-03, eta: 19:23:08, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4167, loss: 1.4167, grad_norm: 5.0736 2020-07-25 16:30:36,841 - mmaction - INFO - Epoch [21][860/3757] lr: 1.000e-03, eta: 19:22:55, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8531, loss_cls: 1.3885, loss: 1.3885, grad_norm: 5.0844 2020-07-25 16:30:49,005 - mmaction - INFO - Epoch [21][880/3757] lr: 1.000e-03, eta: 19:22:42, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3619, loss: 1.3619, grad_norm: 5.0124 2020-07-25 16:31:01,176 - mmaction - INFO - Epoch [21][900/3757] lr: 1.000e-03, eta: 19:22:29, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4022, loss: 1.4022, grad_norm: 5.1838 2020-07-25 16:31:13,353 - mmaction - INFO - Epoch [21][920/3757] lr: 1.000e-03, eta: 19:22:16, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8617, loss_cls: 1.3621, loss: 1.3621, grad_norm: 4.9426 2020-07-25 16:31:25,540 - mmaction - INFO - Epoch [21][940/3757] lr: 1.000e-03, eta: 19:22:03, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8695, loss_cls: 1.3583, loss: 1.3583, grad_norm: 5.1087 2020-07-25 16:31:37,739 - mmaction - INFO - Epoch [21][960/3757] lr: 1.000e-03, eta: 19:21:50, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.3322, loss: 1.3322, grad_norm: 4.8987 2020-07-25 16:31:50,117 - mmaction - INFO - Epoch [21][980/3757] lr: 1.000e-03, eta: 19:21:38, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8586, loss_cls: 1.4407, loss: 1.4407, grad_norm: 5.2141 2020-07-25 16:32:02,153 - mmaction - INFO - Epoch [21][1000/3757] lr: 1.000e-03, eta: 19:21:25, time: 0.605, data_time: 0.009, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3145, loss: 1.3145, grad_norm: 4.9223 2020-07-25 16:32:14,307 - mmaction - INFO - Epoch [21][1020/3757] lr: 1.000e-03, eta: 19:21:12, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8516, loss_cls: 1.4028, loss: 1.4028, grad_norm: 5.0088 2020-07-25 16:32:26,756 - mmaction - INFO - Epoch [21][1040/3757] lr: 1.000e-03, eta: 19:20:59, time: 0.625, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8594, loss_cls: 1.3756, loss: 1.3756, grad_norm: 5.0590 2020-07-25 16:32:38,792 - mmaction - INFO - Epoch [21][1060/3757] lr: 1.000e-03, eta: 19:20:46, time: 0.601, data_time: 0.002, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3423, loss: 1.3423, grad_norm: 5.0088 2020-07-25 16:32:50,955 - mmaction - INFO - Epoch [21][1080/3757] lr: 1.000e-03, eta: 19:20:33, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.3918, loss: 1.3918, grad_norm: 5.1051 2020-07-25 16:33:02,987 - mmaction - INFO - Epoch [21][1100/3757] lr: 1.000e-03, eta: 19:20:20, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.2591, loss: 1.2591, grad_norm: 5.0199 2020-07-25 16:33:15,264 - mmaction - INFO - Epoch [21][1120/3757] lr: 1.000e-03, eta: 19:20:07, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3846, loss: 1.3846, grad_norm: 5.0020 2020-07-25 16:33:27,368 - mmaction - INFO - Epoch [21][1140/3757] lr: 1.000e-03, eta: 19:19:54, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.3973, loss: 1.3973, grad_norm: 5.1944 2020-07-25 16:33:39,522 - mmaction - INFO - Epoch [21][1160/3757] lr: 1.000e-03, eta: 19:19:41, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3355, loss: 1.3355, grad_norm: 5.0777 2020-07-25 16:33:51,605 - mmaction - INFO - Epoch [21][1180/3757] lr: 1.000e-03, eta: 19:19:28, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4169, loss: 1.4169, grad_norm: 5.1587 2020-07-25 16:34:04,027 - mmaction - INFO - Epoch [21][1200/3757] lr: 1.000e-03, eta: 19:19:16, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4071, loss: 1.4071, grad_norm: 5.1576 2020-07-25 16:34:16,279 - mmaction - INFO - Epoch [21][1220/3757] lr: 1.000e-03, eta: 19:19:03, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8562, loss_cls: 1.3823, loss: 1.3823, grad_norm: 5.2015 2020-07-25 16:34:28,477 - mmaction - INFO - Epoch [21][1240/3757] lr: 1.000e-03, eta: 19:18:50, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8695, loss_cls: 1.3625, loss: 1.3625, grad_norm: 5.0873 2020-07-25 16:34:40,626 - mmaction - INFO - Epoch [21][1260/3757] lr: 1.000e-03, eta: 19:18:37, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8602, loss_cls: 1.3697, loss: 1.3697, grad_norm: 5.1105 2020-07-25 16:34:52,765 - mmaction - INFO - Epoch [21][1280/3757] lr: 1.000e-03, eta: 19:18:24, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3308, loss: 1.3308, grad_norm: 4.9646 2020-07-25 16:35:04,885 - mmaction - INFO - Epoch [21][1300/3757] lr: 1.000e-03, eta: 19:18:11, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.4055, loss: 1.4055, grad_norm: 5.0528 2020-07-25 16:35:17,109 - mmaction - INFO - Epoch [21][1320/3757] lr: 1.000e-03, eta: 19:17:58, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3264, loss: 1.3264, grad_norm: 4.9080 2020-07-25 16:35:29,523 - mmaction - INFO - Epoch [21][1340/3757] lr: 1.000e-03, eta: 19:17:46, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8594, loss_cls: 1.4010, loss: 1.4010, grad_norm: 5.1069 2020-07-25 16:35:41,535 - mmaction - INFO - Epoch [21][1360/3757] lr: 1.000e-03, eta: 19:17:32, time: 0.601, data_time: 0.003, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8797, loss_cls: 1.3042, loss: 1.3042, grad_norm: 4.9689 2020-07-25 16:35:53,824 - mmaction - INFO - Epoch [21][1380/3757] lr: 1.000e-03, eta: 19:17:20, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.3827, loss: 1.3827, grad_norm: 5.1966 2020-07-25 16:36:05,956 - mmaction - INFO - Epoch [21][1400/3757] lr: 1.000e-03, eta: 19:17:07, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.3115, loss: 1.3115, grad_norm: 4.9679 2020-07-25 16:36:18,367 - mmaction - INFO - Epoch [21][1420/3757] lr: 1.000e-03, eta: 19:16:54, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8594, loss_cls: 1.4126, loss: 1.4126, grad_norm: 5.2682 2020-07-25 16:36:30,423 - mmaction - INFO - Epoch [21][1440/3757] lr: 1.000e-03, eta: 19:16:41, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.3428, loss: 1.3428, grad_norm: 5.0691 2020-07-25 16:36:42,733 - mmaction - INFO - Epoch [21][1460/3757] lr: 1.000e-03, eta: 19:16:28, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8625, loss_cls: 1.3475, loss: 1.3475, grad_norm: 5.0133 2020-07-25 16:36:54,869 - mmaction - INFO - Epoch [21][1480/3757] lr: 1.000e-03, eta: 19:16:15, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8750, loss_cls: 1.3238, loss: 1.3238, grad_norm: 4.9396 2020-07-25 16:37:07,067 - mmaction - INFO - Epoch [21][1500/3757] lr: 1.000e-03, eta: 19:16:02, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8695, loss_cls: 1.2901, loss: 1.2901, grad_norm: 5.0888 2020-07-25 16:37:19,165 - mmaction - INFO - Epoch [21][1520/3757] lr: 1.000e-03, eta: 19:15:50, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4377, loss: 1.4377, grad_norm: 5.2342 2020-07-25 16:37:31,295 - mmaction - INFO - Epoch [21][1540/3757] lr: 1.000e-03, eta: 19:15:36, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3267, loss: 1.3267, grad_norm: 5.0406 2020-07-25 16:37:43,583 - mmaction - INFO - Epoch [21][1560/3757] lr: 1.000e-03, eta: 19:15:24, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8781, loss_cls: 1.2705, loss: 1.2705, grad_norm: 4.9604 2020-07-25 16:37:55,859 - mmaction - INFO - Epoch [21][1580/3757] lr: 1.000e-03, eta: 19:15:11, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4084, loss: 1.4084, grad_norm: 5.1559 2020-07-25 16:38:08,116 - mmaction - INFO - Epoch [21][1600/3757] lr: 1.000e-03, eta: 19:14:58, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8656, loss_cls: 1.3549, loss: 1.3549, grad_norm: 5.1092 2020-07-25 16:38:20,484 - mmaction - INFO - Epoch [21][1620/3757] lr: 1.000e-03, eta: 19:14:46, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3670, loss: 1.3670, grad_norm: 5.0346 2020-07-25 16:38:32,580 - mmaction - INFO - Epoch [21][1640/3757] lr: 1.000e-03, eta: 19:14:33, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.3068, loss: 1.3068, grad_norm: 4.8772 2020-07-25 16:38:44,868 - mmaction - INFO - Epoch [21][1660/3757] lr: 1.000e-03, eta: 19:14:20, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8711, loss_cls: 1.3376, loss: 1.3376, grad_norm: 4.9775 2020-07-25 16:38:57,063 - mmaction - INFO - Epoch [21][1680/3757] lr: 1.000e-03, eta: 19:14:07, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8766, loss_cls: 1.2783, loss: 1.2783, grad_norm: 4.8818 2020-07-25 16:39:09,270 - mmaction - INFO - Epoch [21][1700/3757] lr: 1.000e-03, eta: 19:13:54, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3233, loss: 1.3233, grad_norm: 5.0288 2020-07-25 16:39:21,464 - mmaction - INFO - Epoch [21][1720/3757] lr: 1.000e-03, eta: 19:13:41, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8719, loss_cls: 1.2841, loss: 1.2841, grad_norm: 5.0215 2020-07-25 16:39:33,737 - mmaction - INFO - Epoch [21][1740/3757] lr: 1.000e-03, eta: 19:13:28, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8805, loss_cls: 1.3096, loss: 1.3096, grad_norm: 4.9842 2020-07-25 16:39:45,941 - mmaction - INFO - Epoch [21][1760/3757] lr: 1.000e-03, eta: 19:13:16, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3522, loss: 1.3522, grad_norm: 5.0018 2020-07-25 16:39:58,279 - mmaction - INFO - Epoch [21][1780/3757] lr: 1.000e-03, eta: 19:13:03, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8680, loss_cls: 1.3476, loss: 1.3476, grad_norm: 5.0415 2020-07-25 16:40:10,439 - mmaction - INFO - Epoch [21][1800/3757] lr: 1.000e-03, eta: 19:12:50, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8609, loss_cls: 1.3881, loss: 1.3881, grad_norm: 5.2145 2020-07-25 16:40:22,721 - mmaction - INFO - Epoch [21][1820/3757] lr: 1.000e-03, eta: 19:12:37, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.2908, loss: 1.2908, grad_norm: 4.9355 2020-07-25 16:40:34,898 - mmaction - INFO - Epoch [21][1840/3757] lr: 1.000e-03, eta: 19:12:24, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8656, loss_cls: 1.3067, loss: 1.3067, grad_norm: 5.0289 2020-07-25 16:40:47,218 - mmaction - INFO - Epoch [21][1860/3757] lr: 1.000e-03, eta: 19:12:12, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.3606, loss: 1.3606, grad_norm: 5.1977 2020-07-25 16:40:59,365 - mmaction - INFO - Epoch [21][1880/3757] lr: 1.000e-03, eta: 19:11:59, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.3670, loss: 1.3670, grad_norm: 5.1081 2020-07-25 16:41:11,539 - mmaction - INFO - Epoch [21][1900/3757] lr: 1.000e-03, eta: 19:11:46, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.4133, loss: 1.4133, grad_norm: 5.1490 2020-07-25 16:41:23,515 - mmaction - INFO - Epoch [21][1920/3757] lr: 1.000e-03, eta: 19:11:33, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.3735, loss: 1.3735, grad_norm: 5.1440 2020-07-25 16:41:35,758 - mmaction - INFO - Epoch [21][1940/3757] lr: 1.000e-03, eta: 19:11:20, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8797, loss_cls: 1.2781, loss: 1.2781, grad_norm: 5.0159 2020-07-25 16:41:47,847 - mmaction - INFO - Epoch [21][1960/3757] lr: 1.000e-03, eta: 19:11:07, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4176, loss: 1.4176, grad_norm: 5.2443 2020-07-25 16:42:00,202 - mmaction - INFO - Epoch [21][1980/3757] lr: 1.000e-03, eta: 19:10:54, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.3336, loss: 1.3336, grad_norm: 5.0990 2020-07-25 16:42:12,279 - mmaction - INFO - Epoch [21][2000/3757] lr: 1.000e-03, eta: 19:10:41, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8688, loss_cls: 1.3493, loss: 1.3493, grad_norm: 5.0928 2020-07-25 16:42:24,405 - mmaction - INFO - Epoch [21][2020/3757] lr: 1.000e-03, eta: 19:10:28, time: 0.601, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8750, loss_cls: 1.3245, loss: 1.3245, grad_norm: 5.1285 2020-07-25 16:42:36,598 - mmaction - INFO - Epoch [21][2040/3757] lr: 1.000e-03, eta: 19:10:15, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.4222, loss: 1.4222, grad_norm: 5.2912 2020-07-25 16:42:48,752 - mmaction - INFO - Epoch [21][2060/3757] lr: 1.000e-03, eta: 19:10:02, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.2971, loss: 1.2971, grad_norm: 5.1345 2020-07-25 16:43:01,078 - mmaction - INFO - Epoch [21][2080/3757] lr: 1.000e-03, eta: 19:09:50, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8734, loss_cls: 1.3238, loss: 1.3238, grad_norm: 5.0778 2020-07-25 16:43:13,258 - mmaction - INFO - Epoch [21][2100/3757] lr: 1.000e-03, eta: 19:09:37, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.2754, loss: 1.2754, grad_norm: 4.9867 2020-07-25 16:43:25,434 - mmaction - INFO - Epoch [21][2120/3757] lr: 1.000e-03, eta: 19:09:24, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8531, loss_cls: 1.4036, loss: 1.4036, grad_norm: 5.2676 2020-07-25 16:43:37,614 - mmaction - INFO - Epoch [21][2140/3757] lr: 1.000e-03, eta: 19:09:11, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.3394, loss: 1.3394, grad_norm: 5.2326 2020-07-25 16:43:49,775 - mmaction - INFO - Epoch [21][2160/3757] lr: 1.000e-03, eta: 19:08:58, time: 0.607, data_time: 0.002, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8742, loss_cls: 1.3151, loss: 1.3151, grad_norm: 5.1907 2020-07-25 16:44:01,909 - mmaction - INFO - Epoch [21][2180/3757] lr: 1.000e-03, eta: 19:08:45, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.2655, loss: 1.2655, grad_norm: 5.0582 2020-07-25 16:44:14,154 - mmaction - INFO - Epoch [21][2200/3757] lr: 1.000e-03, eta: 19:08:32, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8711, loss_cls: 1.3231, loss: 1.3231, grad_norm: 5.0955 2020-07-25 16:44:26,323 - mmaction - INFO - Epoch [21][2220/3757] lr: 1.000e-03, eta: 19:08:19, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8859, loss_cls: 1.3062, loss: 1.3062, grad_norm: 5.1161 2020-07-25 16:44:38,550 - mmaction - INFO - Epoch [21][2240/3757] lr: 1.000e-03, eta: 19:08:07, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.2728, loss: 1.2728, grad_norm: 5.0959 2020-07-25 16:44:50,667 - mmaction - INFO - Epoch [21][2260/3757] lr: 1.000e-03, eta: 19:07:54, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.3940, loss: 1.3940, grad_norm: 5.2167 2020-07-25 16:45:02,936 - mmaction - INFO - Epoch [21][2280/3757] lr: 1.000e-03, eta: 19:07:41, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8625, loss_cls: 1.3879, loss: 1.3879, grad_norm: 5.2703 2020-07-25 16:45:14,953 - mmaction - INFO - Epoch [21][2300/3757] lr: 1.000e-03, eta: 19:07:28, time: 0.600, data_time: 0.002, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.2967, loss: 1.2967, grad_norm: 4.9873 2020-07-25 16:45:27,394 - mmaction - INFO - Epoch [21][2320/3757] lr: 1.000e-03, eta: 19:07:15, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.2058, loss: 1.2058, grad_norm: 4.7984 2020-07-25 16:45:39,433 - mmaction - INFO - Epoch [21][2340/3757] lr: 1.000e-03, eta: 19:07:02, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8625, loss_cls: 1.3365, loss: 1.3365, grad_norm: 5.0575 2020-07-25 16:45:51,611 - mmaction - INFO - Epoch [21][2360/3757] lr: 1.000e-03, eta: 19:06:49, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8742, loss_cls: 1.2766, loss: 1.2766, grad_norm: 5.0526 2020-07-25 16:46:03,969 - mmaction - INFO - Epoch [21][2380/3757] lr: 1.000e-03, eta: 19:06:37, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.3037, loss: 1.3037, grad_norm: 5.1536 2020-07-25 16:46:16,168 - mmaction - INFO - Epoch [21][2400/3757] lr: 1.000e-03, eta: 19:06:24, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2048, loss: 1.2048, grad_norm: 5.0579 2020-07-25 16:46:28,481 - mmaction - INFO - Epoch [21][2420/3757] lr: 1.000e-03, eta: 19:06:11, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3579, loss: 1.3579, grad_norm: 5.2060 2020-07-25 16:46:40,726 - mmaction - INFO - Epoch [21][2440/3757] lr: 1.000e-03, eta: 19:05:58, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.2910, loss: 1.2910, grad_norm: 5.0234 2020-07-25 16:46:52,991 - mmaction - INFO - Epoch [21][2460/3757] lr: 1.000e-03, eta: 19:05:45, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.2800, loss: 1.2800, grad_norm: 5.1681 2020-07-25 16:47:05,137 - mmaction - INFO - Epoch [21][2480/3757] lr: 1.000e-03, eta: 19:05:33, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8891, loss_cls: 1.2091, loss: 1.2091, grad_norm: 4.8780 2020-07-25 16:47:17,377 - mmaction - INFO - Epoch [21][2500/3757] lr: 1.000e-03, eta: 19:05:20, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3087, loss: 1.3087, grad_norm: 5.1011 2020-07-25 16:47:29,526 - mmaction - INFO - Epoch [21][2520/3757] lr: 1.000e-03, eta: 19:05:07, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8602, loss_cls: 1.3326, loss: 1.3326, grad_norm: 5.1668 2020-07-25 16:47:41,839 - mmaction - INFO - Epoch [21][2540/3757] lr: 1.000e-03, eta: 19:04:54, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.2735, loss: 1.2735, grad_norm: 5.0092 2020-07-25 16:47:53,886 - mmaction - INFO - Epoch [21][2560/3757] lr: 1.000e-03, eta: 19:04:41, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8789, loss_cls: 1.2884, loss: 1.2884, grad_norm: 5.1189 2020-07-25 16:48:06,178 - mmaction - INFO - Epoch [21][2580/3757] lr: 1.000e-03, eta: 19:04:28, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8742, loss_cls: 1.2908, loss: 1.2908, grad_norm: 5.1129 2020-07-25 16:48:18,429 - mmaction - INFO - Epoch [21][2600/3757] lr: 1.000e-03, eta: 19:04:16, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.3750, loss: 1.3750, grad_norm: 5.0943 2020-07-25 16:48:30,673 - mmaction - INFO - Epoch [21][2620/3757] lr: 1.000e-03, eta: 19:04:03, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8891, loss_cls: 1.2468, loss: 1.2468, grad_norm: 5.1034 2020-07-25 16:48:42,908 - mmaction - INFO - Epoch [21][2640/3757] lr: 1.000e-03, eta: 19:03:50, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8734, loss_cls: 1.3135, loss: 1.3135, grad_norm: 5.1748 2020-07-25 16:48:55,167 - mmaction - INFO - Epoch [21][2660/3757] lr: 1.000e-03, eta: 19:03:37, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8844, loss_cls: 1.2259, loss: 1.2259, grad_norm: 5.1308 2020-07-25 16:49:07,285 - mmaction - INFO - Epoch [21][2680/3757] lr: 1.000e-03, eta: 19:03:24, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8711, loss_cls: 1.3140, loss: 1.3140, grad_norm: 5.2996 2020-07-25 16:49:19,599 - mmaction - INFO - Epoch [21][2700/3757] lr: 1.000e-03, eta: 19:03:11, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.3077, loss: 1.3077, grad_norm: 5.1704 2020-07-25 16:49:31,556 - mmaction - INFO - Epoch [21][2720/3757] lr: 1.000e-03, eta: 19:02:58, time: 0.603, data_time: 0.009, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2673, loss: 1.2673, grad_norm: 5.0568 2020-07-25 16:49:43,697 - mmaction - INFO - Epoch [21][2740/3757] lr: 1.000e-03, eta: 19:02:45, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8859, loss_cls: 1.1976, loss: 1.1976, grad_norm: 4.9154 2020-07-25 16:49:55,774 - mmaction - INFO - Epoch [21][2760/3757] lr: 1.000e-03, eta: 19:02:32, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2892, loss: 1.2892, grad_norm: 5.0814 2020-07-25 16:50:07,968 - mmaction - INFO - Epoch [21][2780/3757] lr: 1.000e-03, eta: 19:02:20, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4379, loss: 1.4379, grad_norm: 5.5023 2020-07-25 16:50:20,129 - mmaction - INFO - Epoch [21][2800/3757] lr: 1.000e-03, eta: 19:02:07, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.3676, loss: 1.3676, grad_norm: 5.2531 2020-07-25 16:50:32,333 - mmaction - INFO - Epoch [21][2820/3757] lr: 1.000e-03, eta: 19:01:54, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8750, loss_cls: 1.2673, loss: 1.2673, grad_norm: 5.1409 2020-07-25 16:50:44,511 - mmaction - INFO - Epoch [21][2840/3757] lr: 1.000e-03, eta: 19:01:41, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8820, loss_cls: 1.2190, loss: 1.2190, grad_norm: 4.9629 2020-07-25 16:50:56,811 - mmaction - INFO - Epoch [21][2860/3757] lr: 1.000e-03, eta: 19:01:28, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8586, loss_cls: 1.3880, loss: 1.3880, grad_norm: 5.2734 2020-07-25 16:51:09,065 - mmaction - INFO - Epoch [21][2880/3757] lr: 1.000e-03, eta: 19:01:15, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2863, loss: 1.2863, grad_norm: 5.1223 2020-07-25 16:51:21,268 - mmaction - INFO - Epoch [21][2900/3757] lr: 1.000e-03, eta: 19:01:03, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8781, loss_cls: 1.2618, loss: 1.2618, grad_norm: 5.1824 2020-07-25 16:51:33,320 - mmaction - INFO - Epoch [21][2920/3757] lr: 1.000e-03, eta: 19:00:50, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8742, loss_cls: 1.2906, loss: 1.2906, grad_norm: 5.0774 2020-07-25 16:51:45,522 - mmaction - INFO - Epoch [21][2940/3757] lr: 1.000e-03, eta: 19:00:37, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3242, loss: 1.3242, grad_norm: 5.1463 2020-07-25 16:51:57,770 - mmaction - INFO - Epoch [21][2960/3757] lr: 1.000e-03, eta: 19:00:24, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8742, loss_cls: 1.2952, loss: 1.2952, grad_norm: 5.1560 2020-07-25 16:52:10,107 - mmaction - INFO - Epoch [21][2980/3757] lr: 1.000e-03, eta: 19:00:11, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8797, loss_cls: 1.2265, loss: 1.2265, grad_norm: 5.0072 2020-07-25 16:52:22,236 - mmaction - INFO - Epoch [21][3000/3757] lr: 1.000e-03, eta: 18:59:58, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3472, loss: 1.3472, grad_norm: 5.2865 2020-07-25 16:52:34,477 - mmaction - INFO - Epoch [21][3020/3757] lr: 1.000e-03, eta: 18:59:45, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2569, loss: 1.2569, grad_norm: 5.0647 2020-07-25 16:52:46,725 - mmaction - INFO - Epoch [21][3040/3757] lr: 1.000e-03, eta: 18:59:33, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.2694, loss: 1.2694, grad_norm: 5.0660 2020-07-25 16:52:59,009 - mmaction - INFO - Epoch [21][3060/3757] lr: 1.000e-03, eta: 18:59:20, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.3632, loss: 1.3632, grad_norm: 5.1871 2020-07-25 16:53:11,117 - mmaction - INFO - Epoch [21][3080/3757] lr: 1.000e-03, eta: 18:59:07, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.4191, loss: 1.4191, grad_norm: 5.3173 2020-07-25 16:53:23,358 - mmaction - INFO - Epoch [21][3100/3757] lr: 1.000e-03, eta: 18:58:54, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2784, loss: 1.2784, grad_norm: 5.1773 2020-07-25 16:53:35,353 - mmaction - INFO - Epoch [21][3120/3757] lr: 1.000e-03, eta: 18:58:41, time: 0.606, data_time: 0.009, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8633, loss_cls: 1.3560, loss: 1.3560, grad_norm: 5.3710 2020-07-25 16:53:47,638 - mmaction - INFO - Epoch [21][3140/3757] lr: 1.000e-03, eta: 18:58:28, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8570, loss_cls: 1.4413, loss: 1.4413, grad_norm: 5.3905 2020-07-25 16:53:59,773 - mmaction - INFO - Epoch [21][3160/3757] lr: 1.000e-03, eta: 18:58:15, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.3627, loss: 1.3627, grad_norm: 5.4238 2020-07-25 16:54:12,065 - mmaction - INFO - Epoch [21][3180/3757] lr: 1.000e-03, eta: 18:58:03, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8711, loss_cls: 1.3190, loss: 1.3190, grad_norm: 5.2059 2020-07-25 16:54:24,074 - mmaction - INFO - Epoch [21][3200/3757] lr: 1.000e-03, eta: 18:57:50, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4689, loss: 1.4689, grad_norm: 5.3836 2020-07-25 16:54:36,260 - mmaction - INFO - Epoch [21][3220/3757] lr: 1.000e-03, eta: 18:57:37, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8797, loss_cls: 1.2254, loss: 1.2254, grad_norm: 5.0656 2020-07-25 16:54:48,486 - mmaction - INFO - Epoch [21][3240/3757] lr: 1.000e-03, eta: 18:57:24, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8719, loss_cls: 1.3336, loss: 1.3336, grad_norm: 5.1988 2020-07-25 16:55:00,785 - mmaction - INFO - Epoch [21][3260/3757] lr: 1.000e-03, eta: 18:57:11, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3439, loss: 1.3439, grad_norm: 5.3316 2020-07-25 16:55:12,953 - mmaction - INFO - Epoch [21][3280/3757] lr: 1.000e-03, eta: 18:56:58, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8727, loss_cls: 1.2199, loss: 1.2199, grad_norm: 4.9141 2020-07-25 16:55:25,295 - mmaction - INFO - Epoch [21][3300/3757] lr: 1.000e-03, eta: 18:56:46, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2360, loss: 1.2360, grad_norm: 5.0801 2020-07-25 16:55:37,543 - mmaction - INFO - Epoch [21][3320/3757] lr: 1.000e-03, eta: 18:56:33, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.3063, loss: 1.3063, grad_norm: 5.2395 2020-07-25 16:55:49,886 - mmaction - INFO - Epoch [21][3340/3757] lr: 1.000e-03, eta: 18:56:20, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8641, loss_cls: 1.3480, loss: 1.3480, grad_norm: 5.3708 2020-07-25 16:56:02,147 - mmaction - INFO - Epoch [21][3360/3757] lr: 1.000e-03, eta: 18:56:08, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8977, loss_cls: 1.2500, loss: 1.2500, grad_norm: 5.2325 2020-07-25 16:56:14,389 - mmaction - INFO - Epoch [21][3380/3757] lr: 1.000e-03, eta: 18:55:55, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8766, loss_cls: 1.3437, loss: 1.3437, grad_norm: 5.2637 2020-07-25 16:56:26,655 - mmaction - INFO - Epoch [21][3400/3757] lr: 1.000e-03, eta: 18:55:42, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2306, loss: 1.2306, grad_norm: 5.1865 2020-07-25 16:56:38,904 - mmaction - INFO - Epoch [21][3420/3757] lr: 1.000e-03, eta: 18:55:29, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8844, loss_cls: 1.2223, loss: 1.2223, grad_norm: 5.0461 2020-07-25 16:56:50,910 - mmaction - INFO - Epoch [21][3440/3757] lr: 1.000e-03, eta: 18:55:16, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8789, loss_cls: 1.2904, loss: 1.2904, grad_norm: 5.2054 2020-07-25 16:57:03,069 - mmaction - INFO - Epoch [21][3460/3757] lr: 1.000e-03, eta: 18:55:03, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8883, loss_cls: 1.2285, loss: 1.2285, grad_norm: 5.0645 2020-07-25 16:57:15,342 - mmaction - INFO - Epoch [21][3480/3757] lr: 1.000e-03, eta: 18:54:51, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2758, loss: 1.2758, grad_norm: 5.1320 2020-07-25 16:57:27,505 - mmaction - INFO - Epoch [21][3500/3757] lr: 1.000e-03, eta: 18:54:38, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8859, loss_cls: 1.2206, loss: 1.2206, grad_norm: 4.9762 2020-07-25 16:57:39,707 - mmaction - INFO - Epoch [21][3520/3757] lr: 1.000e-03, eta: 18:54:25, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8742, loss_cls: 1.2846, loss: 1.2846, grad_norm: 5.2140 2020-07-25 16:57:51,998 - mmaction - INFO - Epoch [21][3540/3757] lr: 1.000e-03, eta: 18:54:12, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2629, loss: 1.2629, grad_norm: 5.1181 2020-07-25 16:58:04,105 - mmaction - INFO - Epoch [21][3560/3757] lr: 1.000e-03, eta: 18:53:59, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8742, loss_cls: 1.3237, loss: 1.3237, grad_norm: 5.1627 2020-07-25 16:58:16,296 - mmaction - INFO - Epoch [21][3580/3757] lr: 1.000e-03, eta: 18:53:46, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2606, loss: 1.2606, grad_norm: 5.2440 2020-07-25 16:58:28,464 - mmaction - INFO - Epoch [21][3600/3757] lr: 1.000e-03, eta: 18:53:33, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8586, loss_cls: 1.3565, loss: 1.3565, grad_norm: 5.2522 2020-07-25 16:58:40,642 - mmaction - INFO - Epoch [21][3620/3757] lr: 1.000e-03, eta: 18:53:20, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8664, loss_cls: 1.2920, loss: 1.2920, grad_norm: 5.2301 2020-07-25 16:58:52,844 - mmaction - INFO - Epoch [21][3640/3757] lr: 1.000e-03, eta: 18:53:08, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8664, loss_cls: 1.2932, loss: 1.2932, grad_norm: 5.3389 2020-07-25 16:59:05,158 - mmaction - INFO - Epoch [21][3660/3757] lr: 1.000e-03, eta: 18:52:55, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8742, loss_cls: 1.2795, loss: 1.2795, grad_norm: 5.1297 2020-07-25 16:59:17,432 - mmaction - INFO - Epoch [21][3680/3757] lr: 1.000e-03, eta: 18:52:42, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8891, loss_cls: 1.2736, loss: 1.2736, grad_norm: 5.0863 2020-07-25 16:59:29,577 - mmaction - INFO - Epoch [21][3700/3757] lr: 1.000e-03, eta: 18:52:29, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.3257, loss: 1.3257, grad_norm: 5.2588 2020-07-25 16:59:41,937 - mmaction - INFO - Epoch [21][3720/3757] lr: 1.000e-03, eta: 18:52:17, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2023, loss: 1.2023, grad_norm: 5.0113 2020-07-25 16:59:54,017 - mmaction - INFO - Epoch [21][3740/3757] lr: 1.000e-03, eta: 18:52:04, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8555, loss_cls: 1.3961, loss: 1.3961, grad_norm: 5.4641 2020-07-25 17:00:08,483 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-07-25 17:00:35,280 - mmaction - INFO - Epoch [22][20/3757] lr: 1.000e-03, eta: 18:51:44, time: 1.285, data_time: 0.663, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.2148, loss: 1.2148, grad_norm: 4.9870 2020-07-25 17:00:47,408 - mmaction - INFO - Epoch [22][40/3757] lr: 1.000e-03, eta: 18:51:32, time: 0.616, data_time: 0.018, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2812, loss: 1.2812, grad_norm: 5.0597 2020-07-25 17:00:59,610 - mmaction - INFO - Epoch [22][60/3757] lr: 1.000e-03, eta: 18:51:19, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8820, loss_cls: 1.2171, loss: 1.2171, grad_norm: 5.2636 2020-07-25 17:01:11,895 - mmaction - INFO - Epoch [22][80/3757] lr: 1.000e-03, eta: 18:51:06, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.2867, loss: 1.2867, grad_norm: 5.1390 2020-07-25 17:01:24,081 - mmaction - INFO - Epoch [22][100/3757] lr: 1.000e-03, eta: 18:50:53, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.2368, loss: 1.2368, grad_norm: 4.9686 2020-07-25 17:01:36,281 - mmaction - INFO - Epoch [22][120/3757] lr: 1.000e-03, eta: 18:50:40, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8844, loss_cls: 1.2292, loss: 1.2292, grad_norm: 5.1654 2020-07-25 17:01:48,504 - mmaction - INFO - Epoch [22][140/3757] lr: 1.000e-03, eta: 18:50:28, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8734, loss_cls: 1.2783, loss: 1.2783, grad_norm: 5.1847 2020-07-25 17:02:00,602 - mmaction - INFO - Epoch [22][160/3757] lr: 1.000e-03, eta: 18:50:15, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8688, loss_cls: 1.3018, loss: 1.3018, grad_norm: 5.1570 2020-07-25 17:02:12,792 - mmaction - INFO - Epoch [22][180/3757] lr: 1.000e-03, eta: 18:50:02, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8805, loss_cls: 1.2473, loss: 1.2473, grad_norm: 5.1554 2020-07-25 17:02:25,022 - mmaction - INFO - Epoch [22][200/3757] lr: 1.000e-03, eta: 18:49:49, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8766, loss_cls: 1.2806, loss: 1.2806, grad_norm: 5.2072 2020-07-25 17:02:37,182 - mmaction - INFO - Epoch [22][220/3757] lr: 1.000e-03, eta: 18:49:36, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8766, loss_cls: 1.2410, loss: 1.2410, grad_norm: 5.0836 2020-07-25 17:02:49,524 - mmaction - INFO - Epoch [22][240/3757] lr: 1.000e-03, eta: 18:49:23, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8875, loss_cls: 1.2161, loss: 1.2161, grad_norm: 5.0745 2020-07-25 17:03:01,781 - mmaction - INFO - Epoch [22][260/3757] lr: 1.000e-03, eta: 18:49:11, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.2936, loss: 1.2936, grad_norm: 5.3457 2020-07-25 17:03:13,908 - mmaction - INFO - Epoch [22][280/3757] lr: 1.000e-03, eta: 18:48:58, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8688, loss_cls: 1.3322, loss: 1.3322, grad_norm: 5.3523 2020-07-25 17:03:25,988 - mmaction - INFO - Epoch [22][300/3757] lr: 1.000e-03, eta: 18:48:45, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8828, loss_cls: 1.1962, loss: 1.1962, grad_norm: 5.1500 2020-07-25 17:03:38,306 - mmaction - INFO - Epoch [22][320/3757] lr: 1.000e-03, eta: 18:48:32, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.2507, loss: 1.2507, grad_norm: 5.1461 2020-07-25 17:03:50,527 - mmaction - INFO - Epoch [22][340/3757] lr: 1.000e-03, eta: 18:48:19, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.3146, loss: 1.3146, grad_norm: 5.2900 2020-07-25 17:04:02,867 - mmaction - INFO - Epoch [22][360/3757] lr: 1.000e-03, eta: 18:48:07, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8836, loss_cls: 1.2937, loss: 1.2937, grad_norm: 5.2184 2020-07-25 17:04:15,019 - mmaction - INFO - Epoch [22][380/3757] lr: 1.000e-03, eta: 18:47:54, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.3784, loss: 1.3784, grad_norm: 5.3106 2020-07-25 17:04:27,183 - mmaction - INFO - Epoch [22][400/3757] lr: 1.000e-03, eta: 18:47:41, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2890, loss: 1.2890, grad_norm: 5.3035 2020-07-25 17:04:39,341 - mmaction - INFO - Epoch [22][420/3757] lr: 1.000e-03, eta: 18:47:28, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8844, loss_cls: 1.3105, loss: 1.3105, grad_norm: 5.2632 2020-07-25 17:04:51,445 - mmaction - INFO - Epoch [22][440/3757] lr: 1.000e-03, eta: 18:47:15, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2558, loss: 1.2558, grad_norm: 5.0882 2020-07-25 17:05:03,687 - mmaction - INFO - Epoch [22][460/3757] lr: 1.000e-03, eta: 18:47:02, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8828, loss_cls: 1.2360, loss: 1.2360, grad_norm: 5.1789 2020-07-25 17:05:15,775 - mmaction - INFO - Epoch [22][480/3757] lr: 1.000e-03, eta: 18:46:49, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8695, loss_cls: 1.3097, loss: 1.3097, grad_norm: 5.2439 2020-07-25 17:05:27,968 - mmaction - INFO - Epoch [22][500/3757] lr: 1.000e-03, eta: 18:46:36, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2653, loss: 1.2653, grad_norm: 5.1795 2020-07-25 17:05:40,346 - mmaction - INFO - Epoch [22][520/3757] lr: 1.000e-03, eta: 18:46:24, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8742, loss_cls: 1.2911, loss: 1.2911, grad_norm: 5.1772 2020-07-25 17:05:52,565 - mmaction - INFO - Epoch [22][540/3757] lr: 1.000e-03, eta: 18:46:11, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8703, loss_cls: 1.3525, loss: 1.3525, grad_norm: 5.4194 2020-07-25 17:06:04,890 - mmaction - INFO - Epoch [22][560/3757] lr: 1.000e-03, eta: 18:45:58, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.2971, loss: 1.2971, grad_norm: 5.1385 2020-07-25 17:06:17,185 - mmaction - INFO - Epoch [22][580/3757] lr: 1.000e-03, eta: 18:45:46, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8828, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.1016 2020-07-25 17:06:29,272 - mmaction - INFO - Epoch [22][600/3757] lr: 1.000e-03, eta: 18:45:33, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3197, loss: 1.3197, grad_norm: 5.2034 2020-07-25 17:06:41,523 - mmaction - INFO - Epoch [22][620/3757] lr: 1.000e-03, eta: 18:45:20, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8805, loss_cls: 1.2505, loss: 1.2505, grad_norm: 5.1166 2020-07-25 17:06:53,808 - mmaction - INFO - Epoch [22][640/3757] lr: 1.000e-03, eta: 18:45:07, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2070, loss: 1.2070, grad_norm: 5.0888 2020-07-25 17:07:05,987 - mmaction - INFO - Epoch [22][660/3757] lr: 1.000e-03, eta: 18:44:54, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.1102, loss: 1.1102, grad_norm: 4.9466 2020-07-25 17:07:18,069 - mmaction - INFO - Epoch [22][680/3757] lr: 1.000e-03, eta: 18:44:41, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8797, loss_cls: 1.2428, loss: 1.2428, grad_norm: 5.1659 2020-07-25 17:07:30,353 - mmaction - INFO - Epoch [22][700/3757] lr: 1.000e-03, eta: 18:44:29, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8617, loss_cls: 1.3247, loss: 1.3247, grad_norm: 5.4551 2020-07-25 17:07:42,530 - mmaction - INFO - Epoch [22][720/3757] lr: 1.000e-03, eta: 18:44:16, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3463, loss: 1.3463, grad_norm: 5.3302 2020-07-25 17:07:54,804 - mmaction - INFO - Epoch [22][740/3757] lr: 1.000e-03, eta: 18:44:03, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8727, loss_cls: 1.3395, loss: 1.3395, grad_norm: 5.3845 2020-07-25 17:08:06,951 - mmaction - INFO - Epoch [22][760/3757] lr: 1.000e-03, eta: 18:43:50, time: 0.615, data_time: 0.010, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8539, loss_cls: 1.4050, loss: 1.4050, grad_norm: 5.4177 2020-07-25 17:08:19,274 - mmaction - INFO - Epoch [22][780/3757] lr: 1.000e-03, eta: 18:43:37, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8750, loss_cls: 1.2634, loss: 1.2634, grad_norm: 5.3502 2020-07-25 17:08:31,377 - mmaction - INFO - Epoch [22][800/3757] lr: 1.000e-03, eta: 18:43:25, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8773, loss_cls: 1.2508, loss: 1.2508, grad_norm: 5.1718 2020-07-25 17:08:43,675 - mmaction - INFO - Epoch [22][820/3757] lr: 1.000e-03, eta: 18:43:12, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8758, loss_cls: 1.2555, loss: 1.2555, grad_norm: 5.1305 2020-07-25 17:08:55,776 - mmaction - INFO - Epoch [22][840/3757] lr: 1.000e-03, eta: 18:42:59, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3416, loss: 1.3416, grad_norm: 5.4028 2020-07-25 17:09:08,156 - mmaction - INFO - Epoch [22][860/3757] lr: 1.000e-03, eta: 18:42:46, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2382, loss: 1.2382, grad_norm: 5.1706 2020-07-25 17:09:20,346 - mmaction - INFO - Epoch [22][880/3757] lr: 1.000e-03, eta: 18:42:34, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8742, loss_cls: 1.3336, loss: 1.3336, grad_norm: 5.3346 2020-07-25 17:09:32,652 - mmaction - INFO - Epoch [22][900/3757] lr: 1.000e-03, eta: 18:42:21, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8883, loss_cls: 1.2353, loss: 1.2353, grad_norm: 5.1506 2020-07-25 17:09:44,807 - mmaction - INFO - Epoch [22][920/3757] lr: 1.000e-03, eta: 18:42:08, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2147, loss: 1.2147, grad_norm: 5.0396 2020-07-25 17:09:57,055 - mmaction - INFO - Epoch [22][940/3757] lr: 1.000e-03, eta: 18:41:55, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2732, loss: 1.2732, grad_norm: 5.2513 2020-07-25 17:10:09,340 - mmaction - INFO - Epoch [22][960/3757] lr: 1.000e-03, eta: 18:41:42, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8703, loss_cls: 1.3081, loss: 1.3081, grad_norm: 5.1682 2020-07-25 17:10:21,537 - mmaction - INFO - Epoch [22][980/3757] lr: 1.000e-03, eta: 18:41:30, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.3243, loss: 1.3243, grad_norm: 5.2083 2020-07-25 17:10:33,629 - mmaction - INFO - Epoch [22][1000/3757] lr: 1.000e-03, eta: 18:41:17, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3428, loss: 1.3428, grad_norm: 5.3322 2020-07-25 17:10:46,007 - mmaction - INFO - Epoch [22][1020/3757] lr: 1.000e-03, eta: 18:41:04, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.2899, loss: 1.2899, grad_norm: 5.1449 2020-07-25 17:10:58,135 - mmaction - INFO - Epoch [22][1040/3757] lr: 1.000e-03, eta: 18:40:51, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.1972, loss: 1.1972, grad_norm: 4.9725 2020-07-25 17:11:10,366 - mmaction - INFO - Epoch [22][1060/3757] lr: 1.000e-03, eta: 18:40:38, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3277, loss: 1.3277, grad_norm: 5.3905 2020-07-25 17:11:22,575 - mmaction - INFO - Epoch [22][1080/3757] lr: 1.000e-03, eta: 18:40:26, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3367, loss: 1.3367, grad_norm: 5.2082 2020-07-25 17:11:34,670 - mmaction - INFO - Epoch [22][1100/3757] lr: 1.000e-03, eta: 18:40:13, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3330, loss: 1.3330, grad_norm: 5.3219 2020-07-25 17:11:46,972 - mmaction - INFO - Epoch [22][1120/3757] lr: 1.000e-03, eta: 18:40:00, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8648, loss_cls: 1.2980, loss: 1.2980, grad_norm: 5.2603 2020-07-25 17:11:59,213 - mmaction - INFO - Epoch [22][1140/3757] lr: 1.000e-03, eta: 18:39:47, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2624, loss: 1.2624, grad_norm: 5.1385 2020-07-25 17:12:11,309 - mmaction - INFO - Epoch [22][1160/3757] lr: 1.000e-03, eta: 18:39:34, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8734, loss_cls: 1.2534, loss: 1.2534, grad_norm: 5.2670 2020-07-25 17:12:23,591 - mmaction - INFO - Epoch [22][1180/3757] lr: 1.000e-03, eta: 18:39:22, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8727, loss_cls: 1.2999, loss: 1.2999, grad_norm: 5.3229 2020-07-25 17:12:35,658 - mmaction - INFO - Epoch [22][1200/3757] lr: 1.000e-03, eta: 18:39:09, time: 0.603, data_time: 0.002, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8750, loss_cls: 1.3000, loss: 1.3000, grad_norm: 5.4780 2020-07-25 17:12:47,838 - mmaction - INFO - Epoch [22][1220/3757] lr: 1.000e-03, eta: 18:38:56, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.3006, loss: 1.3006, grad_norm: 5.2311 2020-07-25 17:12:59,974 - mmaction - INFO - Epoch [22][1240/3757] lr: 1.000e-03, eta: 18:38:43, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8836, loss_cls: 1.2323, loss: 1.2323, grad_norm: 5.2624 2020-07-25 17:13:12,215 - mmaction - INFO - Epoch [22][1260/3757] lr: 1.000e-03, eta: 18:38:30, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8586, loss_cls: 1.3518, loss: 1.3518, grad_norm: 5.4633 2020-07-25 17:13:24,416 - mmaction - INFO - Epoch [22][1280/3757] lr: 1.000e-03, eta: 18:38:17, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3145, loss: 1.3145, grad_norm: 5.2788 2020-07-25 17:13:36,673 - mmaction - INFO - Epoch [22][1300/3757] lr: 1.000e-03, eta: 18:38:04, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8859, loss_cls: 1.2263, loss: 1.2263, grad_norm: 5.1521 2020-07-25 17:13:48,789 - mmaction - INFO - Epoch [22][1320/3757] lr: 1.000e-03, eta: 18:37:52, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8875, loss_cls: 1.2536, loss: 1.2536, grad_norm: 5.1880 2020-07-25 17:14:01,167 - mmaction - INFO - Epoch [22][1340/3757] lr: 1.000e-03, eta: 18:37:39, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8828, loss_cls: 1.2758, loss: 1.2758, grad_norm: 5.2200 2020-07-25 17:14:13,366 - mmaction - INFO - Epoch [22][1360/3757] lr: 1.000e-03, eta: 18:37:26, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.3037, loss: 1.3037, grad_norm: 5.3042 2020-07-25 17:14:25,502 - mmaction - INFO - Epoch [22][1380/3757] lr: 1.000e-03, eta: 18:37:13, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8844, loss_cls: 1.2372, loss: 1.2372, grad_norm: 5.3164 2020-07-25 17:14:37,687 - mmaction - INFO - Epoch [22][1400/3757] lr: 1.000e-03, eta: 18:37:00, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2832, loss: 1.2832, grad_norm: 5.2177 2020-07-25 17:14:50,013 - mmaction - INFO - Epoch [22][1420/3757] lr: 1.000e-03, eta: 18:36:48, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8711, loss_cls: 1.2713, loss: 1.2713, grad_norm: 5.1519 2020-07-25 17:15:02,365 - mmaction - INFO - Epoch [22][1440/3757] lr: 1.000e-03, eta: 18:36:35, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8625, loss_cls: 1.2885, loss: 1.2885, grad_norm: 5.2902 2020-07-25 17:15:14,400 - mmaction - INFO - Epoch [22][1460/3757] lr: 1.000e-03, eta: 18:36:22, time: 0.602, data_time: 0.002, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8883, loss_cls: 1.2550, loss: 1.2550, grad_norm: 5.1630 2020-07-25 17:15:26,552 - mmaction - INFO - Epoch [22][1480/3757] lr: 1.000e-03, eta: 18:36:09, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8750, loss_cls: 1.2238, loss: 1.2238, grad_norm: 5.2047 2020-07-25 17:15:38,625 - mmaction - INFO - Epoch [22][1500/3757] lr: 1.000e-03, eta: 18:35:56, time: 0.601, data_time: 0.005, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8680, loss_cls: 1.2467, loss: 1.2467, grad_norm: 5.3494 2020-07-25 17:15:50,847 - mmaction - INFO - Epoch [22][1520/3757] lr: 1.000e-03, eta: 18:35:43, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2350, loss: 1.2350, grad_norm: 5.0857 2020-07-25 17:16:03,120 - mmaction - INFO - Epoch [22][1540/3757] lr: 1.000e-03, eta: 18:35:31, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.3005, loss: 1.3005, grad_norm: 5.3221 2020-07-25 17:16:15,222 - mmaction - INFO - Epoch [22][1560/3757] lr: 1.000e-03, eta: 18:35:18, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.2940, loss: 1.2940, grad_norm: 5.3943 2020-07-25 17:16:27,566 - mmaction - INFO - Epoch [22][1580/3757] lr: 1.000e-03, eta: 18:35:05, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8750, loss_cls: 1.3045, loss: 1.3045, grad_norm: 5.4162 2020-07-25 17:16:39,772 - mmaction - INFO - Epoch [22][1600/3757] lr: 1.000e-03, eta: 18:34:52, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.3109, loss: 1.3109, grad_norm: 5.4271 2020-07-25 17:16:52,089 - mmaction - INFO - Epoch [22][1620/3757] lr: 1.000e-03, eta: 18:34:40, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8797, loss_cls: 1.2594, loss: 1.2594, grad_norm: 5.3055 2020-07-25 17:17:04,149 - mmaction - INFO - Epoch [22][1640/3757] lr: 1.000e-03, eta: 18:34:27, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8750, loss_cls: 1.2411, loss: 1.2411, grad_norm: 5.2423 2020-07-25 17:17:16,447 - mmaction - INFO - Epoch [22][1660/3757] lr: 1.000e-03, eta: 18:34:14, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8711, loss_cls: 1.3017, loss: 1.3017, grad_norm: 5.3544 2020-07-25 17:17:28,577 - mmaction - INFO - Epoch [22][1680/3757] lr: 1.000e-03, eta: 18:34:01, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8805, loss_cls: 1.2530, loss: 1.2530, grad_norm: 5.0476 2020-07-25 17:17:40,700 - mmaction - INFO - Epoch [22][1700/3757] lr: 1.000e-03, eta: 18:33:48, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8875, loss_cls: 1.2551, loss: 1.2551, grad_norm: 5.2801 2020-07-25 17:17:52,861 - mmaction - INFO - Epoch [22][1720/3757] lr: 1.000e-03, eta: 18:33:35, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.3750, loss: 1.3750, grad_norm: 5.4549 2020-07-25 17:18:05,074 - mmaction - INFO - Epoch [22][1740/3757] lr: 1.000e-03, eta: 18:33:23, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.2927, loss: 1.2927, grad_norm: 5.2165 2020-07-25 17:18:17,265 - mmaction - INFO - Epoch [22][1760/3757] lr: 1.000e-03, eta: 18:33:10, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8750, loss_cls: 1.2805, loss: 1.2805, grad_norm: 5.3097 2020-07-25 17:18:29,456 - mmaction - INFO - Epoch [22][1780/3757] lr: 1.000e-03, eta: 18:32:57, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3172, loss: 1.3172, grad_norm: 5.3086 2020-07-25 17:18:41,638 - mmaction - INFO - Epoch [22][1800/3757] lr: 1.000e-03, eta: 18:32:44, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8742, loss_cls: 1.2554, loss: 1.2554, grad_norm: 5.1283 2020-07-25 17:18:53,882 - mmaction - INFO - Epoch [22][1820/3757] lr: 1.000e-03, eta: 18:32:31, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8766, loss_cls: 1.2622, loss: 1.2622, grad_norm: 5.3063 2020-07-25 17:19:06,022 - mmaction - INFO - Epoch [22][1840/3757] lr: 1.000e-03, eta: 18:32:18, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3075, loss: 1.3075, grad_norm: 5.3174 2020-07-25 17:19:18,339 - mmaction - INFO - Epoch [22][1860/3757] lr: 1.000e-03, eta: 18:32:06, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2776, loss: 1.2776, grad_norm: 5.2599 2020-07-25 17:19:30,488 - mmaction - INFO - Epoch [22][1880/3757] lr: 1.000e-03, eta: 18:31:53, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.2283, loss: 1.2283, grad_norm: 5.1855 2020-07-25 17:19:42,775 - mmaction - INFO - Epoch [22][1900/3757] lr: 1.000e-03, eta: 18:31:40, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.3058, loss: 1.3058, grad_norm: 5.2407 2020-07-25 17:19:54,921 - mmaction - INFO - Epoch [22][1920/3757] lr: 1.000e-03, eta: 18:31:27, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3062, loss: 1.3062, grad_norm: 5.2668 2020-07-25 17:20:07,127 - mmaction - INFO - Epoch [22][1940/3757] lr: 1.000e-03, eta: 18:31:14, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8914, loss_cls: 1.2300, loss: 1.2300, grad_norm: 5.2740 2020-07-25 17:20:19,231 - mmaction - INFO - Epoch [22][1960/3757] lr: 1.000e-03, eta: 18:31:02, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2401, loss: 1.2401, grad_norm: 5.2031 2020-07-25 17:20:31,464 - mmaction - INFO - Epoch [22][1980/3757] lr: 1.000e-03, eta: 18:30:49, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.2346, loss: 1.2346, grad_norm: 5.0563 2020-07-25 17:20:43,667 - mmaction - INFO - Epoch [22][2000/3757] lr: 1.000e-03, eta: 18:30:36, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8727, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.0507 2020-07-25 17:20:55,966 - mmaction - INFO - Epoch [22][2020/3757] lr: 1.000e-03, eta: 18:30:23, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8875, loss_cls: 1.2276, loss: 1.2276, grad_norm: 5.2068 2020-07-25 17:21:07,998 - mmaction - INFO - Epoch [22][2040/3757] lr: 1.000e-03, eta: 18:30:10, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8766, loss_cls: 1.2662, loss: 1.2662, grad_norm: 5.3301 2020-07-25 17:21:20,198 - mmaction - INFO - Epoch [22][2060/3757] lr: 1.000e-03, eta: 18:29:57, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.2880, loss: 1.2880, grad_norm: 5.2887 2020-07-25 17:21:32,337 - mmaction - INFO - Epoch [22][2080/3757] lr: 1.000e-03, eta: 18:29:45, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.2653, loss: 1.2653, grad_norm: 5.0625 2020-07-25 17:21:44,665 - mmaction - INFO - Epoch [22][2100/3757] lr: 1.000e-03, eta: 18:29:32, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2325, loss: 1.2325, grad_norm: 5.1466 2020-07-25 17:21:56,896 - mmaction - INFO - Epoch [22][2120/3757] lr: 1.000e-03, eta: 18:29:19, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2595, loss: 1.2595, grad_norm: 5.3263 2020-07-25 17:22:09,058 - mmaction - INFO - Epoch [22][2140/3757] lr: 1.000e-03, eta: 18:29:06, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8820, loss_cls: 1.2562, loss: 1.2562, grad_norm: 5.3409 2020-07-25 17:22:21,332 - mmaction - INFO - Epoch [22][2160/3757] lr: 1.000e-03, eta: 18:28:54, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2365, loss: 1.2365, grad_norm: 5.2787 2020-07-25 17:22:33,520 - mmaction - INFO - Epoch [22][2180/3757] lr: 1.000e-03, eta: 18:28:41, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8836, loss_cls: 1.2443, loss: 1.2443, grad_norm: 5.2182 2020-07-25 17:22:45,569 - mmaction - INFO - Epoch [22][2200/3757] lr: 1.000e-03, eta: 18:28:28, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2273, loss: 1.2273, grad_norm: 5.1015 2020-07-25 17:22:57,881 - mmaction - INFO - Epoch [22][2220/3757] lr: 1.000e-03, eta: 18:28:15, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1806, loss: 1.1806, grad_norm: 5.1165 2020-07-25 17:23:10,013 - mmaction - INFO - Epoch [22][2240/3757] lr: 1.000e-03, eta: 18:28:02, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3362, loss: 1.3362, grad_norm: 5.4456 2020-07-25 17:23:22,291 - mmaction - INFO - Epoch [22][2260/3757] lr: 1.000e-03, eta: 18:27:50, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.2972, loss: 1.2972, grad_norm: 5.3666 2020-07-25 17:23:34,418 - mmaction - INFO - Epoch [22][2280/3757] lr: 1.000e-03, eta: 18:27:37, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.2453, loss: 1.2453, grad_norm: 5.4069 2020-07-25 17:23:46,682 - mmaction - INFO - Epoch [22][2300/3757] lr: 1.000e-03, eta: 18:27:24, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8844, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.2768 2020-07-25 17:23:58,895 - mmaction - INFO - Epoch [22][2320/3757] lr: 1.000e-03, eta: 18:27:11, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8883, loss_cls: 1.2670, loss: 1.2670, grad_norm: 5.3114 2020-07-25 17:24:11,241 - mmaction - INFO - Epoch [22][2340/3757] lr: 1.000e-03, eta: 18:26:59, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8758, loss_cls: 1.2715, loss: 1.2715, grad_norm: 5.3179 2020-07-25 17:24:23,360 - mmaction - INFO - Epoch [22][2360/3757] lr: 1.000e-03, eta: 18:26:46, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8758, loss_cls: 1.2676, loss: 1.2676, grad_norm: 5.3871 2020-07-25 17:24:35,660 - mmaction - INFO - Epoch [22][2380/3757] lr: 1.000e-03, eta: 18:26:33, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.2963, loss: 1.2963, grad_norm: 5.4049 2020-07-25 17:24:47,843 - mmaction - INFO - Epoch [22][2400/3757] lr: 1.000e-03, eta: 18:26:20, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3299, loss: 1.3299, grad_norm: 5.4428 2020-07-25 17:25:00,107 - mmaction - INFO - Epoch [22][2420/3757] lr: 1.000e-03, eta: 18:26:07, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8984, loss_cls: 1.1688, loss: 1.1688, grad_norm: 5.0988 2020-07-25 17:25:12,214 - mmaction - INFO - Epoch [22][2440/3757] lr: 1.000e-03, eta: 18:25:55, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2190, loss: 1.2190, grad_norm: 5.1286 2020-07-25 17:25:24,538 - mmaction - INFO - Epoch [22][2460/3757] lr: 1.000e-03, eta: 18:25:42, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8797, loss_cls: 1.2617, loss: 1.2617, grad_norm: 5.3671 2020-07-25 17:25:36,624 - mmaction - INFO - Epoch [22][2480/3757] lr: 1.000e-03, eta: 18:25:29, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8891, loss_cls: 1.2144, loss: 1.2144, grad_norm: 5.0653 2020-07-25 17:25:48,769 - mmaction - INFO - Epoch [22][2500/3757] lr: 1.000e-03, eta: 18:25:16, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2635, loss: 1.2635, grad_norm: 5.2477 2020-07-25 17:26:00,883 - mmaction - INFO - Epoch [22][2520/3757] lr: 1.000e-03, eta: 18:25:03, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.2176, loss: 1.2176, grad_norm: 5.3382 2020-07-25 17:26:13,164 - mmaction - INFO - Epoch [22][2540/3757] lr: 1.000e-03, eta: 18:24:51, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8836, loss_cls: 1.2659, loss: 1.2659, grad_norm: 5.4096 2020-07-25 17:26:25,205 - mmaction - INFO - Epoch [22][2560/3757] lr: 1.000e-03, eta: 18:24:38, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3541, loss: 1.3541, grad_norm: 5.3131 2020-07-25 17:26:37,461 - mmaction - INFO - Epoch [22][2580/3757] lr: 1.000e-03, eta: 18:24:25, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.2664, loss: 1.2664, grad_norm: 5.2895 2020-07-25 17:26:49,517 - mmaction - INFO - Epoch [22][2600/3757] lr: 1.000e-03, eta: 18:24:12, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2747, loss: 1.2747, grad_norm: 5.2603 2020-07-25 17:27:01,689 - mmaction - INFO - Epoch [22][2620/3757] lr: 1.000e-03, eta: 18:23:59, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8773, loss_cls: 1.2322, loss: 1.2322, grad_norm: 5.1936 2020-07-25 17:27:13,793 - mmaction - INFO - Epoch [22][2640/3757] lr: 1.000e-03, eta: 18:23:46, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8688, loss_cls: 1.3038, loss: 1.3038, grad_norm: 5.3006 2020-07-25 17:27:26,034 - mmaction - INFO - Epoch [22][2660/3757] lr: 1.000e-03, eta: 18:23:33, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.3287, loss: 1.3287, grad_norm: 5.3195 2020-07-25 17:27:38,037 - mmaction - INFO - Epoch [22][2680/3757] lr: 1.000e-03, eta: 18:23:20, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8680, loss_cls: 1.3302, loss: 1.3302, grad_norm: 5.5024 2020-07-25 17:27:50,327 - mmaction - INFO - Epoch [22][2700/3757] lr: 1.000e-03, eta: 18:23:08, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3055, loss: 1.3055, grad_norm: 5.3375 2020-07-25 17:28:02,506 - mmaction - INFO - Epoch [22][2720/3757] lr: 1.000e-03, eta: 18:22:55, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.9000, loss_cls: 1.1333, loss: 1.1333, grad_norm: 5.0586 2020-07-25 17:28:14,820 - mmaction - INFO - Epoch [22][2740/3757] lr: 1.000e-03, eta: 18:22:42, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8812, loss_cls: 1.2568, loss: 1.2568, grad_norm: 5.3615 2020-07-25 17:28:26,928 - mmaction - INFO - Epoch [22][2760/3757] lr: 1.000e-03, eta: 18:22:29, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8672, loss_cls: 1.2876, loss: 1.2876, grad_norm: 5.4802 2020-07-25 17:28:39,220 - mmaction - INFO - Epoch [22][2780/3757] lr: 1.000e-03, eta: 18:22:16, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8742, loss_cls: 1.2694, loss: 1.2694, grad_norm: 5.2658 2020-07-25 17:28:51,295 - mmaction - INFO - Epoch [22][2800/3757] lr: 1.000e-03, eta: 18:22:04, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8695, loss_cls: 1.2990, loss: 1.2990, grad_norm: 5.3251 2020-07-25 17:29:03,509 - mmaction - INFO - Epoch [22][2820/3757] lr: 1.000e-03, eta: 18:21:51, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8734, loss_cls: 1.3188, loss: 1.3188, grad_norm: 5.4662 2020-07-25 17:29:15,724 - mmaction - INFO - Epoch [22][2840/3757] lr: 1.000e-03, eta: 18:21:38, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.2647, loss: 1.2647, grad_norm: 5.3230 2020-07-25 17:29:28,030 - mmaction - INFO - Epoch [22][2860/3757] lr: 1.000e-03, eta: 18:21:25, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8609, loss_cls: 1.3344, loss: 1.3344, grad_norm: 5.5021 2020-07-25 17:29:40,277 - mmaction - INFO - Epoch [22][2880/3757] lr: 1.000e-03, eta: 18:21:13, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8828, loss_cls: 1.2171, loss: 1.2171, grad_norm: 5.3016 2020-07-25 17:29:52,532 - mmaction - INFO - Epoch [22][2900/3757] lr: 1.000e-03, eta: 18:21:00, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8664, loss_cls: 1.3386, loss: 1.3386, grad_norm: 5.3154 2020-07-25 17:30:04,707 - mmaction - INFO - Epoch [22][2920/3757] lr: 1.000e-03, eta: 18:20:47, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8766, loss_cls: 1.2635, loss: 1.2635, grad_norm: 5.2263 2020-07-25 17:30:16,931 - mmaction - INFO - Epoch [22][2940/3757] lr: 1.000e-03, eta: 18:20:34, time: 0.611, data_time: 0.002, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8734, loss_cls: 1.2949, loss: 1.2949, grad_norm: 5.4274 2020-07-25 17:30:29,274 - mmaction - INFO - Epoch [22][2960/3757] lr: 1.000e-03, eta: 18:20:22, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8883, loss_cls: 1.2141, loss: 1.2141, grad_norm: 5.3861 2020-07-25 17:30:41,373 - mmaction - INFO - Epoch [22][2980/3757] lr: 1.000e-03, eta: 18:20:09, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2466, loss: 1.2466, grad_norm: 5.2959 2020-07-25 17:30:53,725 - mmaction - INFO - Epoch [22][3000/3757] lr: 1.000e-03, eta: 18:19:56, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8664, loss_cls: 1.3529, loss: 1.3529, grad_norm: 5.4897 2020-07-25 17:31:05,930 - mmaction - INFO - Epoch [22][3020/3757] lr: 1.000e-03, eta: 18:19:43, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.1912, loss: 1.1912, grad_norm: 5.0261 2020-07-25 17:31:18,229 - mmaction - INFO - Epoch [22][3040/3757] lr: 1.000e-03, eta: 18:19:31, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3133, loss: 1.3133, grad_norm: 5.5452 2020-07-25 17:31:30,465 - mmaction - INFO - Epoch [22][3060/3757] lr: 1.000e-03, eta: 18:19:18, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.2095, loss: 1.2095, grad_norm: 5.0444 2020-07-25 17:31:42,834 - mmaction - INFO - Epoch [22][3080/3757] lr: 1.000e-03, eta: 18:19:05, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3284, loss: 1.3284, grad_norm: 5.5302 2020-07-25 17:31:54,872 - mmaction - INFO - Epoch [22][3100/3757] lr: 1.000e-03, eta: 18:18:52, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1441, loss: 1.1441, grad_norm: 5.0860 2020-07-25 17:32:07,117 - mmaction - INFO - Epoch [22][3120/3757] lr: 1.000e-03, eta: 18:18:40, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8828, loss_cls: 1.2420, loss: 1.2420, grad_norm: 5.2468 2020-07-25 17:32:19,292 - mmaction - INFO - Epoch [22][3140/3757] lr: 1.000e-03, eta: 18:18:27, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8812, loss_cls: 1.2082, loss: 1.2082, grad_norm: 5.2775 2020-07-25 17:32:31,416 - mmaction - INFO - Epoch [22][3160/3757] lr: 1.000e-03, eta: 18:18:14, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.3268, loss: 1.3268, grad_norm: 5.4742 2020-07-25 17:32:43,450 - mmaction - INFO - Epoch [22][3180/3757] lr: 1.000e-03, eta: 18:18:01, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.3031, loss: 1.3031, grad_norm: 5.3883 2020-07-25 17:32:55,682 - mmaction - INFO - Epoch [22][3200/3757] lr: 1.000e-03, eta: 18:17:48, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3433, loss: 1.3433, grad_norm: 5.4215 2020-07-25 17:33:07,844 - mmaction - INFO - Epoch [22][3220/3757] lr: 1.000e-03, eta: 18:17:35, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.1773, loss: 1.1773, grad_norm: 5.1721 2020-07-25 17:33:20,122 - mmaction - INFO - Epoch [22][3240/3757] lr: 1.000e-03, eta: 18:17:23, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8953, loss_cls: 1.2247, loss: 1.2247, grad_norm: 5.4899 2020-07-25 17:33:32,077 - mmaction - INFO - Epoch [22][3260/3757] lr: 1.000e-03, eta: 18:17:10, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2010, loss: 1.2010, grad_norm: 5.1895 2020-07-25 17:33:44,364 - mmaction - INFO - Epoch [22][3280/3757] lr: 1.000e-03, eta: 18:16:57, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2373, loss: 1.2373, grad_norm: 5.3642 2020-07-25 17:33:56,601 - mmaction - INFO - Epoch [22][3300/3757] lr: 1.000e-03, eta: 18:16:44, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8648, loss_cls: 1.3447, loss: 1.3447, grad_norm: 5.4545 2020-07-25 17:34:08,689 - mmaction - INFO - Epoch [22][3320/3757] lr: 1.000e-03, eta: 18:16:31, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8891, loss_cls: 1.2553, loss: 1.2553, grad_norm: 5.2781 2020-07-25 17:34:20,942 - mmaction - INFO - Epoch [22][3340/3757] lr: 1.000e-03, eta: 18:16:18, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8773, loss_cls: 1.2366, loss: 1.2366, grad_norm: 5.2520 2020-07-25 17:34:33,052 - mmaction - INFO - Epoch [22][3360/3757] lr: 1.000e-03, eta: 18:16:06, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1925, loss: 1.1925, grad_norm: 5.2462 2020-07-25 17:34:45,338 - mmaction - INFO - Epoch [22][3380/3757] lr: 1.000e-03, eta: 18:15:53, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8672, loss_cls: 1.2962, loss: 1.2962, grad_norm: 5.4494 2020-07-25 17:34:57,440 - mmaction - INFO - Epoch [22][3400/3757] lr: 1.000e-03, eta: 18:15:40, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8805, loss_cls: 1.2536, loss: 1.2536, grad_norm: 5.3636 2020-07-25 17:35:09,779 - mmaction - INFO - Epoch [22][3420/3757] lr: 1.000e-03, eta: 18:15:27, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8750, loss_cls: 1.2512, loss: 1.2512, grad_norm: 5.3655 2020-07-25 17:35:21,949 - mmaction - INFO - Epoch [22][3440/3757] lr: 1.000e-03, eta: 18:15:15, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8953, loss_cls: 1.1875, loss: 1.1875, grad_norm: 5.1882 2020-07-25 17:35:34,296 - mmaction - INFO - Epoch [22][3460/3757] lr: 1.000e-03, eta: 18:15:02, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.2700, loss: 1.2700, grad_norm: 5.4699 2020-07-25 17:35:46,455 - mmaction - INFO - Epoch [22][3480/3757] lr: 1.000e-03, eta: 18:14:49, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8742, loss_cls: 1.3130, loss: 1.3130, grad_norm: 5.4971 2020-07-25 17:35:58,843 - mmaction - INFO - Epoch [22][3500/3757] lr: 1.000e-03, eta: 18:14:37, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8711, loss_cls: 1.2807, loss: 1.2807, grad_norm: 5.3276 2020-07-25 17:36:10,992 - mmaction - INFO - Epoch [22][3520/3757] lr: 1.000e-03, eta: 18:14:24, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.3192, loss: 1.3192, grad_norm: 5.5353 2020-07-25 17:36:23,375 - mmaction - INFO - Epoch [22][3540/3757] lr: 1.000e-03, eta: 18:14:11, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8836, loss_cls: 1.2314, loss: 1.2314, grad_norm: 5.2769 2020-07-25 17:36:35,501 - mmaction - INFO - Epoch [22][3560/3757] lr: 1.000e-03, eta: 18:13:58, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.4366 2020-07-25 17:36:47,630 - mmaction - INFO - Epoch [22][3580/3757] lr: 1.000e-03, eta: 18:13:46, time: 0.607, data_time: 0.002, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8633, loss_cls: 1.3458, loss: 1.3458, grad_norm: 5.4733 2020-07-25 17:36:59,912 - mmaction - INFO - Epoch [22][3600/3757] lr: 1.000e-03, eta: 18:13:33, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1839, loss: 1.1839, grad_norm: 5.1420 2020-07-25 17:37:12,060 - mmaction - INFO - Epoch [22][3620/3757] lr: 1.000e-03, eta: 18:13:20, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2320, loss: 1.2320, grad_norm: 5.1438 2020-07-25 17:37:24,337 - mmaction - INFO - Epoch [22][3640/3757] lr: 1.000e-03, eta: 18:13:07, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.3028, loss: 1.3028, grad_norm: 5.3252 2020-07-25 17:37:36,412 - mmaction - INFO - Epoch [22][3660/3757] lr: 1.000e-03, eta: 18:12:54, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9016, loss_cls: 1.1018, loss: 1.1018, grad_norm: 5.0485 2020-07-25 17:37:48,457 - mmaction - INFO - Epoch [22][3680/3757] lr: 1.000e-03, eta: 18:12:41, time: 0.600, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8719, loss_cls: 1.2767, loss: 1.2767, grad_norm: 5.2967 2020-07-25 17:38:00,669 - mmaction - INFO - Epoch [22][3700/3757] lr: 1.000e-03, eta: 18:12:29, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8914, loss_cls: 1.2069, loss: 1.2069, grad_norm: 5.3505 2020-07-25 17:38:13,047 - mmaction - INFO - Epoch [22][3720/3757] lr: 1.000e-03, eta: 18:12:16, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8977, loss_cls: 1.1403, loss: 1.1403, grad_norm: 5.2320 2020-07-25 17:38:25,219 - mmaction - INFO - Epoch [22][3740/3757] lr: 1.000e-03, eta: 18:12:03, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8852, loss_cls: 1.2607, loss: 1.2607, grad_norm: 5.4340 2020-07-25 17:38:35,647 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-07-25 17:38:57,009 - mmaction - INFO - Epoch [23][20/3757] lr: 1.000e-03, eta: 18:11:38, time: 1.048, data_time: 0.426, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.2676, loss: 1.2676, grad_norm: 5.2408 2020-07-25 17:39:09,296 - mmaction - INFO - Epoch [23][40/3757] lr: 1.000e-03, eta: 18:11:25, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8805, loss_cls: 1.2441, loss: 1.2441, grad_norm: 5.3299 2020-07-25 17:39:21,459 - mmaction - INFO - Epoch [23][60/3757] lr: 1.000e-03, eta: 18:11:12, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8867, loss_cls: 1.2102, loss: 1.2102, grad_norm: 5.1962 2020-07-25 17:39:33,709 - mmaction - INFO - Epoch [23][80/3757] lr: 1.000e-03, eta: 18:10:59, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.2132, loss: 1.2132, grad_norm: 5.1934 2020-07-25 17:39:45,889 - mmaction - INFO - Epoch [23][100/3757] lr: 1.000e-03, eta: 18:10:47, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8883, loss_cls: 1.2003, loss: 1.2003, grad_norm: 5.1426 2020-07-25 17:39:58,112 - mmaction - INFO - Epoch [23][120/3757] lr: 1.000e-03, eta: 18:10:34, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.2792, loss: 1.2792, grad_norm: 5.4013 2020-07-25 17:40:10,340 - mmaction - INFO - Epoch [23][140/3757] lr: 1.000e-03, eta: 18:10:21, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2599, loss: 1.2599, grad_norm: 5.3769 2020-07-25 17:40:22,575 - mmaction - INFO - Epoch [23][160/3757] lr: 1.000e-03, eta: 18:10:08, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8844, loss_cls: 1.2519, loss: 1.2519, grad_norm: 5.4106 2020-07-25 17:40:34,706 - mmaction - INFO - Epoch [23][180/3757] lr: 1.000e-03, eta: 18:09:55, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.9016, loss_cls: 1.1497, loss: 1.1497, grad_norm: 5.2405 2020-07-25 17:40:47,043 - mmaction - INFO - Epoch [23][200/3757] lr: 1.000e-03, eta: 18:09:43, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8602, loss_cls: 1.3320, loss: 1.3320, grad_norm: 5.3847 2020-07-25 17:40:59,237 - mmaction - INFO - Epoch [23][220/3757] lr: 1.000e-03, eta: 18:09:30, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8898, loss_cls: 1.1953, loss: 1.1953, grad_norm: 5.1984 2020-07-25 17:41:11,676 - mmaction - INFO - Epoch [23][240/3757] lr: 1.000e-03, eta: 18:09:18, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.2406, loss: 1.2406, grad_norm: 5.2611 2020-07-25 17:41:23,665 - mmaction - INFO - Epoch [23][260/3757] lr: 1.000e-03, eta: 18:09:05, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3004, loss: 1.3004, grad_norm: 5.3466 2020-07-25 17:41:35,944 - mmaction - INFO - Epoch [23][280/3757] lr: 1.000e-03, eta: 18:08:52, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.1529 2020-07-25 17:41:48,120 - mmaction - INFO - Epoch [23][300/3757] lr: 1.000e-03, eta: 18:08:39, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8812, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.2920 2020-07-25 17:42:00,445 - mmaction - INFO - Epoch [23][320/3757] lr: 1.000e-03, eta: 18:08:26, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.1744, loss: 1.1744, grad_norm: 5.0709 2020-07-25 17:42:12,711 - mmaction - INFO - Epoch [23][340/3757] lr: 1.000e-03, eta: 18:08:14, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.2753, loss: 1.2753, grad_norm: 5.5098 2020-07-25 17:42:24,784 - mmaction - INFO - Epoch [23][360/3757] lr: 1.000e-03, eta: 18:08:01, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.1840 2020-07-25 17:42:37,085 - mmaction - INFO - Epoch [23][380/3757] lr: 1.000e-03, eta: 18:07:48, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.2477, loss: 1.2477, grad_norm: 5.4123 2020-07-25 17:42:49,188 - mmaction - INFO - Epoch [23][400/3757] lr: 1.000e-03, eta: 18:07:35, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8898, loss_cls: 1.1672, loss: 1.1672, grad_norm: 5.2755 2020-07-25 17:43:01,515 - mmaction - INFO - Epoch [23][420/3757] lr: 1.000e-03, eta: 18:07:23, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8727, loss_cls: 1.2837, loss: 1.2837, grad_norm: 5.2866 2020-07-25 17:43:13,709 - mmaction - INFO - Epoch [23][440/3757] lr: 1.000e-03, eta: 18:07:10, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8734, loss_cls: 1.2935, loss: 1.2935, grad_norm: 5.4329 2020-07-25 17:43:26,054 - mmaction - INFO - Epoch [23][460/3757] lr: 1.000e-03, eta: 18:06:57, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8844, loss_cls: 1.2275, loss: 1.2275, grad_norm: 5.2369 2020-07-25 17:43:38,272 - mmaction - INFO - Epoch [23][480/3757] lr: 1.000e-03, eta: 18:06:44, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8859, loss_cls: 1.2584, loss: 1.2584, grad_norm: 5.3394 2020-07-25 17:43:50,678 - mmaction - INFO - Epoch [23][500/3757] lr: 1.000e-03, eta: 18:06:32, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8797, loss_cls: 1.2362, loss: 1.2362, grad_norm: 5.2481 2020-07-25 17:44:03,106 - mmaction - INFO - Epoch [23][520/3757] lr: 1.000e-03, eta: 18:06:20, time: 0.624, data_time: 0.008, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2764, loss: 1.2764, grad_norm: 5.4279 2020-07-25 17:44:15,334 - mmaction - INFO - Epoch [23][540/3757] lr: 1.000e-03, eta: 18:06:07, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2200, loss: 1.2200, grad_norm: 5.2697 2020-07-25 17:44:27,481 - mmaction - INFO - Epoch [23][560/3757] lr: 1.000e-03, eta: 18:05:54, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.2942 2020-07-25 17:44:39,781 - mmaction - INFO - Epoch [23][580/3757] lr: 1.000e-03, eta: 18:05:41, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2876, loss: 1.2876, grad_norm: 5.1877 2020-07-25 17:44:51,925 - mmaction - INFO - Epoch [23][600/3757] lr: 1.000e-03, eta: 18:05:28, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2637, loss: 1.2637, grad_norm: 5.2861 2020-07-25 17:45:04,187 - mmaction - INFO - Epoch [23][620/3757] lr: 1.000e-03, eta: 18:05:16, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1957, loss: 1.1957, grad_norm: 5.2694 2020-07-25 17:45:16,289 - mmaction - INFO - Epoch [23][640/3757] lr: 1.000e-03, eta: 18:05:03, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8836, loss_cls: 1.2703, loss: 1.2703, grad_norm: 5.4476 2020-07-25 17:45:28,459 - mmaction - INFO - Epoch [23][660/3757] lr: 1.000e-03, eta: 18:04:50, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8766, loss_cls: 1.2472, loss: 1.2472, grad_norm: 5.3704 2020-07-25 17:45:40,636 - mmaction - INFO - Epoch [23][680/3757] lr: 1.000e-03, eta: 18:04:37, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8844, loss_cls: 1.2159, loss: 1.2159, grad_norm: 5.3243 2020-07-25 17:45:52,996 - mmaction - INFO - Epoch [23][700/3757] lr: 1.000e-03, eta: 18:04:25, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8828, loss_cls: 1.2510, loss: 1.2510, grad_norm: 5.3106 2020-07-25 17:46:05,213 - mmaction - INFO - Epoch [23][720/3757] lr: 1.000e-03, eta: 18:04:12, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8664, loss_cls: 1.3181, loss: 1.3181, grad_norm: 5.5676 2020-07-25 17:46:17,515 - mmaction - INFO - Epoch [23][740/3757] lr: 1.000e-03, eta: 18:03:59, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2237, loss: 1.2237, grad_norm: 5.2204 2020-07-25 17:46:29,604 - mmaction - INFO - Epoch [23][760/3757] lr: 1.000e-03, eta: 18:03:46, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1758, loss: 1.1758, grad_norm: 5.1091 2020-07-25 17:46:41,997 - mmaction - INFO - Epoch [23][780/3757] lr: 1.000e-03, eta: 18:03:34, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2277, loss: 1.2277, grad_norm: 5.2800 2020-07-25 17:46:54,086 - mmaction - INFO - Epoch [23][800/3757] lr: 1.000e-03, eta: 18:03:21, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8953, loss_cls: 1.2270, loss: 1.2270, grad_norm: 5.2972 2020-07-25 17:47:06,396 - mmaction - INFO - Epoch [23][820/3757] lr: 1.000e-03, eta: 18:03:08, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2619, loss: 1.2619, grad_norm: 5.3156 2020-07-25 17:47:18,670 - mmaction - INFO - Epoch [23][840/3757] lr: 1.000e-03, eta: 18:02:56, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8789, loss_cls: 1.2691, loss: 1.2691, grad_norm: 5.4533 2020-07-25 17:47:30,985 - mmaction - INFO - Epoch [23][860/3757] lr: 1.000e-03, eta: 18:02:43, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8867, loss_cls: 1.2021, loss: 1.2021, grad_norm: 5.3208 2020-07-25 17:47:43,277 - mmaction - INFO - Epoch [23][880/3757] lr: 1.000e-03, eta: 18:02:30, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1942, loss: 1.1942, grad_norm: 5.3233 2020-07-25 17:47:55,360 - mmaction - INFO - Epoch [23][900/3757] lr: 1.000e-03, eta: 18:02:17, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8727, loss_cls: 1.2961, loss: 1.2961, grad_norm: 5.5313 2020-07-25 17:48:07,701 - mmaction - INFO - Epoch [23][920/3757] lr: 1.000e-03, eta: 18:02:05, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8891, loss_cls: 1.1822, loss: 1.1822, grad_norm: 5.0592 2020-07-25 17:48:20,009 - mmaction - INFO - Epoch [23][940/3757] lr: 1.000e-03, eta: 18:01:52, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.1903, loss: 1.1903, grad_norm: 5.0911 2020-07-25 17:48:32,033 - mmaction - INFO - Epoch [23][960/3757] lr: 1.000e-03, eta: 18:01:39, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8805, loss_cls: 1.2259, loss: 1.2259, grad_norm: 5.3061 2020-07-25 17:48:44,238 - mmaction - INFO - Epoch [23][980/3757] lr: 1.000e-03, eta: 18:01:26, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.2719 2020-07-25 17:48:56,311 - mmaction - INFO - Epoch [23][1000/3757] lr: 1.000e-03, eta: 18:01:14, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8883, loss_cls: 1.1959, loss: 1.1959, grad_norm: 5.2808 2020-07-25 17:49:08,586 - mmaction - INFO - Epoch [23][1020/3757] lr: 1.000e-03, eta: 18:01:01, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.0952, loss: 1.0952, grad_norm: 4.9870 2020-07-25 17:49:20,686 - mmaction - INFO - Epoch [23][1040/3757] lr: 1.000e-03, eta: 18:00:48, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8805, loss_cls: 1.2491, loss: 1.2491, grad_norm: 5.3136 2020-07-25 17:49:32,899 - mmaction - INFO - Epoch [23][1060/3757] lr: 1.000e-03, eta: 18:00:35, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1860, loss: 1.1860, grad_norm: 5.2827 2020-07-25 17:49:45,043 - mmaction - INFO - Epoch [23][1080/3757] lr: 1.000e-03, eta: 18:00:22, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.2813, loss: 1.2813, grad_norm: 5.2915 2020-07-25 17:49:57,385 - mmaction - INFO - Epoch [23][1100/3757] lr: 1.000e-03, eta: 18:00:10, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8758, loss_cls: 1.2541, loss: 1.2541, grad_norm: 5.2944 2020-07-25 17:50:09,520 - mmaction - INFO - Epoch [23][1120/3757] lr: 1.000e-03, eta: 17:59:57, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1592, loss: 1.1592, grad_norm: 5.1220 2020-07-25 17:50:21,866 - mmaction - INFO - Epoch [23][1140/3757] lr: 1.000e-03, eta: 17:59:44, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8797, loss_cls: 1.2508, loss: 1.2508, grad_norm: 5.2416 2020-07-25 17:50:34,105 - mmaction - INFO - Epoch [23][1160/3757] lr: 1.000e-03, eta: 17:59:32, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8914, loss_cls: 1.1933, loss: 1.1933, grad_norm: 5.2141 2020-07-25 17:50:46,360 - mmaction - INFO - Epoch [23][1180/3757] lr: 1.000e-03, eta: 17:59:19, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8836, loss_cls: 1.1511, loss: 1.1511, grad_norm: 4.9182 2020-07-25 17:50:58,516 - mmaction - INFO - Epoch [23][1200/3757] lr: 1.000e-03, eta: 17:59:06, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8867, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.2601 2020-07-25 17:51:10,695 - mmaction - INFO - Epoch [23][1220/3757] lr: 1.000e-03, eta: 17:58:53, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3106, loss: 1.3106, grad_norm: 5.3325 2020-07-25 17:51:22,794 - mmaction - INFO - Epoch [23][1240/3757] lr: 1.000e-03, eta: 17:58:40, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8844, loss_cls: 1.2044, loss: 1.2044, grad_norm: 5.3258 2020-07-25 17:51:35,729 - mmaction - INFO - Epoch [23][1260/3757] lr: 1.000e-03, eta: 17:58:28, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1626, loss: 1.1626, grad_norm: 5.1727 2020-07-25 17:51:47,791 - mmaction - INFO - Epoch [23][1280/3757] lr: 1.000e-03, eta: 17:58:16, time: 0.609, data_time: 0.010, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8883, loss_cls: 1.2478, loss: 1.2478, grad_norm: 5.2556 2020-07-25 17:52:00,013 - mmaction - INFO - Epoch [23][1300/3757] lr: 1.000e-03, eta: 17:58:03, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1982, loss: 1.1982, grad_norm: 5.2769 2020-07-25 17:52:12,275 - mmaction - INFO - Epoch [23][1320/3757] lr: 1.000e-03, eta: 17:57:50, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8977, loss_cls: 1.1404, loss: 1.1404, grad_norm: 5.1171 2020-07-25 17:52:24,609 - mmaction - INFO - Epoch [23][1340/3757] lr: 1.000e-03, eta: 17:57:38, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2269, loss: 1.2269, grad_norm: 5.2759 2020-07-25 17:52:36,832 - mmaction - INFO - Epoch [23][1360/3757] lr: 1.000e-03, eta: 17:57:25, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8766, loss_cls: 1.2607, loss: 1.2607, grad_norm: 5.4615 2020-07-25 17:52:49,191 - mmaction - INFO - Epoch [23][1380/3757] lr: 1.000e-03, eta: 17:57:12, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1501, loss: 1.1501, grad_norm: 5.2842 2020-07-25 17:53:01,382 - mmaction - INFO - Epoch [23][1400/3757] lr: 1.000e-03, eta: 17:57:00, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8797, loss_cls: 1.2536, loss: 1.2536, grad_norm: 5.4361 2020-07-25 17:53:13,856 - mmaction - INFO - Epoch [23][1420/3757] lr: 1.000e-03, eta: 17:56:47, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8789, loss_cls: 1.2104, loss: 1.2104, grad_norm: 5.2665 2020-07-25 17:53:26,095 - mmaction - INFO - Epoch [23][1440/3757] lr: 1.000e-03, eta: 17:56:34, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.3291, loss: 1.3291, grad_norm: 5.5847 2020-07-25 17:53:38,316 - mmaction - INFO - Epoch [23][1460/3757] lr: 1.000e-03, eta: 17:56:22, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2645, loss: 1.2645, grad_norm: 5.0603 2020-07-25 17:53:50,548 - mmaction - INFO - Epoch [23][1480/3757] lr: 1.000e-03, eta: 17:56:09, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8773, loss_cls: 1.2449, loss: 1.2449, grad_norm: 5.3702 2020-07-25 17:54:02,798 - mmaction - INFO - Epoch [23][1500/3757] lr: 1.000e-03, eta: 17:55:56, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8969, loss_cls: 1.1801, loss: 1.1801, grad_norm: 5.3193 2020-07-25 17:54:14,989 - mmaction - INFO - Epoch [23][1520/3757] lr: 1.000e-03, eta: 17:55:43, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8859, loss_cls: 1.2063, loss: 1.2063, grad_norm: 5.3934 2020-07-25 17:54:27,240 - mmaction - INFO - Epoch [23][1540/3757] lr: 1.000e-03, eta: 17:55:31, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.3038, loss: 1.3038, grad_norm: 5.5212 2020-07-25 17:54:39,457 - mmaction - INFO - Epoch [23][1560/3757] lr: 1.000e-03, eta: 17:55:18, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2385, loss: 1.2385, grad_norm: 5.4129 2020-07-25 17:54:51,631 - mmaction - INFO - Epoch [23][1580/3757] lr: 1.000e-03, eta: 17:55:05, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.1704 2020-07-25 17:55:03,678 - mmaction - INFO - Epoch [23][1600/3757] lr: 1.000e-03, eta: 17:54:52, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1697, loss: 1.1697, grad_norm: 5.1848 2020-07-25 17:55:15,817 - mmaction - INFO - Epoch [23][1620/3757] lr: 1.000e-03, eta: 17:54:39, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2191, loss: 1.2191, grad_norm: 5.4000 2020-07-25 17:55:28,003 - mmaction - INFO - Epoch [23][1640/3757] lr: 1.000e-03, eta: 17:54:27, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8773, loss_cls: 1.2454, loss: 1.2454, grad_norm: 5.3975 2020-07-25 17:55:40,133 - mmaction - INFO - Epoch [23][1660/3757] lr: 1.000e-03, eta: 17:54:14, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8828, loss_cls: 1.2027, loss: 1.2027, grad_norm: 5.2949 2020-07-25 17:55:52,397 - mmaction - INFO - Epoch [23][1680/3757] lr: 1.000e-03, eta: 17:54:01, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1491, loss: 1.1491, grad_norm: 5.2963 2020-07-25 17:56:04,610 - mmaction - INFO - Epoch [23][1700/3757] lr: 1.000e-03, eta: 17:53:48, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8766, loss_cls: 1.2681, loss: 1.2681, grad_norm: 5.3613 2020-07-25 17:56:16,991 - mmaction - INFO - Epoch [23][1720/3757] lr: 1.000e-03, eta: 17:53:36, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.2782, loss: 1.2782, grad_norm: 5.3940 2020-07-25 17:56:29,239 - mmaction - INFO - Epoch [23][1740/3757] lr: 1.000e-03, eta: 17:53:23, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8797, loss_cls: 1.2298, loss: 1.2298, grad_norm: 5.3148 2020-07-25 17:56:41,530 - mmaction - INFO - Epoch [23][1760/3757] lr: 1.000e-03, eta: 17:53:10, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8656, loss_cls: 1.3503, loss: 1.3503, grad_norm: 5.4725 2020-07-25 17:56:53,667 - mmaction - INFO - Epoch [23][1780/3757] lr: 1.000e-03, eta: 17:52:58, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8797, loss_cls: 1.2868, loss: 1.2868, grad_norm: 5.4311 2020-07-25 17:57:05,811 - mmaction - INFO - Epoch [23][1800/3757] lr: 1.000e-03, eta: 17:52:45, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8891, loss_cls: 1.1833, loss: 1.1833, grad_norm: 5.2469 2020-07-25 17:57:17,826 - mmaction - INFO - Epoch [23][1820/3757] lr: 1.000e-03, eta: 17:52:32, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.3083, loss: 1.3083, grad_norm: 5.5356 2020-07-25 17:57:30,134 - mmaction - INFO - Epoch [23][1840/3757] lr: 1.000e-03, eta: 17:52:19, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.2153, loss: 1.2153, grad_norm: 5.2298 2020-07-25 17:57:42,290 - mmaction - INFO - Epoch [23][1860/3757] lr: 1.000e-03, eta: 17:52:06, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1921, loss: 1.1921, grad_norm: 5.3476 2020-07-25 17:57:54,601 - mmaction - INFO - Epoch [23][1880/3757] lr: 1.000e-03, eta: 17:51:54, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8898, loss_cls: 1.1774, loss: 1.1774, grad_norm: 5.2274 2020-07-25 17:58:06,643 - mmaction - INFO - Epoch [23][1900/3757] lr: 1.000e-03, eta: 17:51:41, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8961, loss_cls: 1.1584, loss: 1.1584, grad_norm: 5.2497 2020-07-25 17:58:18,912 - mmaction - INFO - Epoch [23][1920/3757] lr: 1.000e-03, eta: 17:51:28, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2314, loss: 1.2314, grad_norm: 5.3531 2020-07-25 17:58:31,086 - mmaction - INFO - Epoch [23][1940/3757] lr: 1.000e-03, eta: 17:51:15, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2211, loss: 1.2211, grad_norm: 5.4269 2020-07-25 17:58:43,404 - mmaction - INFO - Epoch [23][1960/3757] lr: 1.000e-03, eta: 17:51:03, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.2260, loss: 1.2260, grad_norm: 5.2537 2020-07-25 17:58:55,563 - mmaction - INFO - Epoch [23][1980/3757] lr: 1.000e-03, eta: 17:50:50, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8719, loss_cls: 1.2975, loss: 1.2975, grad_norm: 5.5119 2020-07-25 17:59:07,698 - mmaction - INFO - Epoch [23][2000/3757] lr: 1.000e-03, eta: 17:50:37, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8734, loss_cls: 1.2740, loss: 1.2740, grad_norm: 5.4411 2020-07-25 17:59:19,824 - mmaction - INFO - Epoch [23][2020/3757] lr: 1.000e-03, eta: 17:50:24, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1899, loss: 1.1899, grad_norm: 5.1391 2020-07-25 17:59:32,786 - mmaction - INFO - Epoch [23][2040/3757] lr: 1.000e-03, eta: 17:50:12, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.2749, loss: 1.2749, grad_norm: 5.3324 2020-07-25 17:59:44,925 - mmaction - INFO - Epoch [23][2060/3757] lr: 1.000e-03, eta: 17:50:00, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8938, loss_cls: 1.2653, loss: 1.2653, grad_norm: 5.6738 2020-07-25 17:59:57,174 - mmaction - INFO - Epoch [23][2080/3757] lr: 1.000e-03, eta: 17:49:47, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8992, loss_cls: 1.1217, loss: 1.1217, grad_norm: 5.1451 2020-07-25 18:00:10,768 - mmaction - INFO - Epoch [23][2100/3757] lr: 1.000e-03, eta: 17:49:36, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.3054, loss: 1.3054, grad_norm: 5.3978 2020-07-25 18:00:22,891 - mmaction - INFO - Epoch [23][2120/3757] lr: 1.000e-03, eta: 17:49:23, time: 0.611, data_time: 0.013, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8867, loss_cls: 1.2483, loss: 1.2483, grad_norm: 5.3732 2020-07-25 18:00:34,966 - mmaction - INFO - Epoch [23][2140/3757] lr: 1.000e-03, eta: 17:49:10, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8875, loss_cls: 1.1792, loss: 1.1792, grad_norm: 5.2608 2020-07-25 18:00:47,246 - mmaction - INFO - Epoch [23][2160/3757] lr: 1.000e-03, eta: 17:48:58, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2575, loss: 1.2575, grad_norm: 5.2661 2020-07-25 18:00:59,482 - mmaction - INFO - Epoch [23][2180/3757] lr: 1.000e-03, eta: 17:48:45, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8891, loss_cls: 1.1795, loss: 1.1795, grad_norm: 5.2269 2020-07-25 18:01:11,853 - mmaction - INFO - Epoch [23][2200/3757] lr: 1.000e-03, eta: 17:48:32, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8711, loss_cls: 1.2926, loss: 1.2926, grad_norm: 5.4489 2020-07-25 18:01:24,040 - mmaction - INFO - Epoch [23][2220/3757] lr: 1.000e-03, eta: 17:48:20, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8844, loss_cls: 1.2684, loss: 1.2684, grad_norm: 5.4974 2020-07-25 18:01:36,359 - mmaction - INFO - Epoch [23][2240/3757] lr: 1.000e-03, eta: 17:48:07, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.2630, loss: 1.2630, grad_norm: 5.3385 2020-07-25 18:01:48,497 - mmaction - INFO - Epoch [23][2260/3757] lr: 1.000e-03, eta: 17:47:54, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1922, loss: 1.1922, grad_norm: 5.4558 2020-07-25 18:02:00,797 - mmaction - INFO - Epoch [23][2280/3757] lr: 1.000e-03, eta: 17:47:41, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8766, loss_cls: 1.1855, loss: 1.1855, grad_norm: 5.2064 2020-07-25 18:02:12,939 - mmaction - INFO - Epoch [23][2300/3757] lr: 1.000e-03, eta: 17:47:29, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8766, loss_cls: 1.2551, loss: 1.2551, grad_norm: 5.3645 2020-07-25 18:02:25,436 - mmaction - INFO - Epoch [23][2320/3757] lr: 1.000e-03, eta: 17:47:16, time: 0.622, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8852, loss_cls: 1.1983, loss: 1.1983, grad_norm: 5.3661 2020-07-25 18:02:37,704 - mmaction - INFO - Epoch [23][2340/3757] lr: 1.000e-03, eta: 17:47:04, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2345, loss: 1.2345, grad_norm: 5.5779 2020-07-25 18:02:50,058 - mmaction - INFO - Epoch [23][2360/3757] lr: 1.000e-03, eta: 17:46:51, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.1861, loss: 1.1861, grad_norm: 5.1589 2020-07-25 18:03:02,192 - mmaction - INFO - Epoch [23][2380/3757] lr: 1.000e-03, eta: 17:46:38, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.2246 2020-07-25 18:03:14,422 - mmaction - INFO - Epoch [23][2400/3757] lr: 1.000e-03, eta: 17:46:25, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8781, loss_cls: 1.2778, loss: 1.2778, grad_norm: 5.4884 2020-07-25 18:03:26,639 - mmaction - INFO - Epoch [23][2420/3757] lr: 1.000e-03, eta: 17:46:13, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8828, loss_cls: 1.2453, loss: 1.2453, grad_norm: 5.2855 2020-07-25 18:03:38,877 - mmaction - INFO - Epoch [23][2440/3757] lr: 1.000e-03, eta: 17:46:00, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1570, loss: 1.1570, grad_norm: 5.1199 2020-07-25 18:03:50,929 - mmaction - INFO - Epoch [23][2460/3757] lr: 1.000e-03, eta: 17:45:47, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8945, loss_cls: 1.1745, loss: 1.1745, grad_norm: 5.1881 2020-07-25 18:04:03,286 - mmaction - INFO - Epoch [23][2480/3757] lr: 1.000e-03, eta: 17:45:34, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8703, loss_cls: 1.2694, loss: 1.2694, grad_norm: 5.5557 2020-07-25 18:04:15,483 - mmaction - INFO - Epoch [23][2500/3757] lr: 1.000e-03, eta: 17:45:22, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8852, loss_cls: 1.2664, loss: 1.2664, grad_norm: 5.4656 2020-07-25 18:04:27,683 - mmaction - INFO - Epoch [23][2520/3757] lr: 1.000e-03, eta: 17:45:09, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2156, loss: 1.2156, grad_norm: 5.4819 2020-07-25 18:04:39,812 - mmaction - INFO - Epoch [23][2540/3757] lr: 1.000e-03, eta: 17:44:56, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2390, loss: 1.2390, grad_norm: 5.3734 2020-07-25 18:04:52,177 - mmaction - INFO - Epoch [23][2560/3757] lr: 1.000e-03, eta: 17:44:44, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8836, loss_cls: 1.2396, loss: 1.2396, grad_norm: 5.5253 2020-07-25 18:05:04,332 - mmaction - INFO - Epoch [23][2580/3757] lr: 1.000e-03, eta: 17:44:31, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8828, loss_cls: 1.2567, loss: 1.2567, grad_norm: 5.3310 2020-07-25 18:05:16,477 - mmaction - INFO - Epoch [23][2600/3757] lr: 1.000e-03, eta: 17:44:18, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8945, loss_cls: 1.2120, loss: 1.2120, grad_norm: 5.3445 2020-07-25 18:05:28,632 - mmaction - INFO - Epoch [23][2620/3757] lr: 1.000e-03, eta: 17:44:05, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8734, loss_cls: 1.3035, loss: 1.3035, grad_norm: 5.5829 2020-07-25 18:05:40,876 - mmaction - INFO - Epoch [23][2640/3757] lr: 1.000e-03, eta: 17:43:53, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1627, loss: 1.1627, grad_norm: 5.1552 2020-07-25 18:05:53,072 - mmaction - INFO - Epoch [23][2660/3757] lr: 1.000e-03, eta: 17:43:40, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8805, loss_cls: 1.2523, loss: 1.2523, grad_norm: 5.4423 2020-07-25 18:06:05,264 - mmaction - INFO - Epoch [23][2680/3757] lr: 1.000e-03, eta: 17:43:27, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1953, loss: 1.1953, grad_norm: 5.4069 2020-07-25 18:06:17,415 - mmaction - INFO - Epoch [23][2700/3757] lr: 1.000e-03, eta: 17:43:14, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8750, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.3955 2020-07-25 18:06:29,564 - mmaction - INFO - Epoch [23][2720/3757] lr: 1.000e-03, eta: 17:43:01, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.2686, loss: 1.2686, grad_norm: 5.3816 2020-07-25 18:06:41,698 - mmaction - INFO - Epoch [23][2740/3757] lr: 1.000e-03, eta: 17:42:48, time: 0.601, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8844, loss_cls: 1.2561, loss: 1.2561, grad_norm: 5.4104 2020-07-25 18:06:53,960 - mmaction - INFO - Epoch [23][2760/3757] lr: 1.000e-03, eta: 17:42:36, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8727, loss_cls: 1.2572, loss: 1.2572, grad_norm: 5.2846 2020-07-25 18:07:06,261 - mmaction - INFO - Epoch [23][2780/3757] lr: 1.000e-03, eta: 17:42:23, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8812, loss_cls: 1.1953, loss: 1.1953, grad_norm: 5.2456 2020-07-25 18:07:18,515 - mmaction - INFO - Epoch [23][2800/3757] lr: 1.000e-03, eta: 17:42:11, time: 0.619, data_time: 0.009, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8773, loss_cls: 1.2651, loss: 1.2651, grad_norm: 5.4433 2020-07-25 18:07:30,711 - mmaction - INFO - Epoch [23][2820/3757] lr: 1.000e-03, eta: 17:41:58, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8773, loss_cls: 1.2407, loss: 1.2407, grad_norm: 5.3633 2020-07-25 18:07:42,792 - mmaction - INFO - Epoch [23][2840/3757] lr: 1.000e-03, eta: 17:41:45, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8789, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.5480 2020-07-25 18:07:55,117 - mmaction - INFO - Epoch [23][2860/3757] lr: 1.000e-03, eta: 17:41:32, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.1776, loss: 1.1776, grad_norm: 5.1519 2020-07-25 18:08:07,752 - mmaction - INFO - Epoch [23][2880/3757] lr: 1.000e-03, eta: 17:41:20, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.2824, loss: 1.2824, grad_norm: 5.4801 2020-07-25 18:08:19,894 - mmaction - INFO - Epoch [23][2900/3757] lr: 1.000e-03, eta: 17:41:07, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8797, loss_cls: 1.2842, loss: 1.2842, grad_norm: 5.5991 2020-07-25 18:08:32,178 - mmaction - INFO - Epoch [23][2920/3757] lr: 1.000e-03, eta: 17:40:55, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2336, loss: 1.2336, grad_norm: 5.3560 2020-07-25 18:08:44,363 - mmaction - INFO - Epoch [23][2940/3757] lr: 1.000e-03, eta: 17:40:42, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8852, loss_cls: 1.2017, loss: 1.2017, grad_norm: 5.3473 2020-07-25 18:08:56,584 - mmaction - INFO - Epoch [23][2960/3757] lr: 1.000e-03, eta: 17:40:29, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2213, loss: 1.2213, grad_norm: 5.2808 2020-07-25 18:09:08,919 - mmaction - INFO - Epoch [23][2980/3757] lr: 1.000e-03, eta: 17:40:17, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8797, loss_cls: 1.2422, loss: 1.2422, grad_norm: 5.3043 2020-07-25 18:09:21,115 - mmaction - INFO - Epoch [23][3000/3757] lr: 1.000e-03, eta: 17:40:04, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2550, loss: 1.2550, grad_norm: 5.2931 2020-07-25 18:09:33,421 - mmaction - INFO - Epoch [23][3020/3757] lr: 1.000e-03, eta: 17:39:51, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3163, loss: 1.3163, grad_norm: 5.3375 2020-07-25 18:09:45,515 - mmaction - INFO - Epoch [23][3040/3757] lr: 1.000e-03, eta: 17:39:38, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8867, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.4035 2020-07-25 18:09:57,703 - mmaction - INFO - Epoch [23][3060/3757] lr: 1.000e-03, eta: 17:39:26, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3477, loss: 1.3477, grad_norm: 5.4106 2020-07-25 18:10:09,827 - mmaction - INFO - Epoch [23][3080/3757] lr: 1.000e-03, eta: 17:39:13, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2288, loss: 1.2288, grad_norm: 5.4290 2020-07-25 18:10:22,081 - mmaction - INFO - Epoch [23][3100/3757] lr: 1.000e-03, eta: 17:39:00, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.3032, loss: 1.3032, grad_norm: 5.5049 2020-07-25 18:10:34,292 - mmaction - INFO - Epoch [23][3120/3757] lr: 1.000e-03, eta: 17:38:47, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8969, loss_cls: 1.1791, loss: 1.1791, grad_norm: 5.3414 2020-07-25 18:10:46,484 - mmaction - INFO - Epoch [23][3140/3757] lr: 1.000e-03, eta: 17:38:35, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8859, loss_cls: 1.1980, loss: 1.1980, grad_norm: 5.3939 2020-07-25 18:10:58,514 - mmaction - INFO - Epoch [23][3160/3757] lr: 1.000e-03, eta: 17:38:22, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.2300, loss: 1.2300, grad_norm: 5.4648 2020-07-25 18:11:10,727 - mmaction - INFO - Epoch [23][3180/3757] lr: 1.000e-03, eta: 17:38:09, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8773, loss_cls: 1.2382, loss: 1.2382, grad_norm: 5.2864 2020-07-25 18:11:22,955 - mmaction - INFO - Epoch [23][3200/3757] lr: 1.000e-03, eta: 17:37:56, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2400, loss: 1.2400, grad_norm: 5.3602 2020-07-25 18:11:35,254 - mmaction - INFO - Epoch [23][3220/3757] lr: 1.000e-03, eta: 17:37:44, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8875, loss_cls: 1.2375, loss: 1.2375, grad_norm: 5.3742 2020-07-25 18:11:47,395 - mmaction - INFO - Epoch [23][3240/3757] lr: 1.000e-03, eta: 17:37:31, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2157, loss: 1.2157, grad_norm: 5.2801 2020-07-25 18:11:59,806 - mmaction - INFO - Epoch [23][3260/3757] lr: 1.000e-03, eta: 17:37:18, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.9016, loss_cls: 1.1476, loss: 1.1476, grad_norm: 5.3796 2020-07-25 18:12:11,889 - mmaction - INFO - Epoch [23][3280/3757] lr: 1.000e-03, eta: 17:37:05, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8805, loss_cls: 1.2190, loss: 1.2190, grad_norm: 5.1903 2020-07-25 18:12:24,123 - mmaction - INFO - Epoch [23][3300/3757] lr: 1.000e-03, eta: 17:36:53, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.2731, loss: 1.2731, grad_norm: 5.3598 2020-07-25 18:12:36,307 - mmaction - INFO - Epoch [23][3320/3757] lr: 1.000e-03, eta: 17:36:40, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8625, loss_cls: 1.3765, loss: 1.3765, grad_norm: 5.6405 2020-07-25 18:12:48,667 - mmaction - INFO - Epoch [23][3340/3757] lr: 1.000e-03, eta: 17:36:27, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.9008, loss_cls: 1.1460, loss: 1.1460, grad_norm: 5.3251 2020-07-25 18:13:00,832 - mmaction - INFO - Epoch [23][3360/3757] lr: 1.000e-03, eta: 17:36:15, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8883, loss_cls: 1.1989, loss: 1.1989, grad_norm: 5.3880 2020-07-25 18:13:13,068 - mmaction - INFO - Epoch [23][3380/3757] lr: 1.000e-03, eta: 17:36:02, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2713, loss: 1.2713, grad_norm: 5.3861 2020-07-25 18:13:25,282 - mmaction - INFO - Epoch [23][3400/3757] lr: 1.000e-03, eta: 17:35:49, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9016, loss_cls: 1.1547, loss: 1.1547, grad_norm: 5.2324 2020-07-25 18:13:37,478 - mmaction - INFO - Epoch [23][3420/3757] lr: 1.000e-03, eta: 17:35:37, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.2240, loss: 1.2240, grad_norm: 5.4643 2020-07-25 18:13:49,761 - mmaction - INFO - Epoch [23][3440/3757] lr: 1.000e-03, eta: 17:35:24, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8812, loss_cls: 1.1921, loss: 1.1921, grad_norm: 5.3538 2020-07-25 18:14:02,043 - mmaction - INFO - Epoch [23][3460/3757] lr: 1.000e-03, eta: 17:35:11, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8867, loss_cls: 1.2381, loss: 1.2381, grad_norm: 5.6682 2020-07-25 18:14:14,169 - mmaction - INFO - Epoch [23][3480/3757] lr: 1.000e-03, eta: 17:34:58, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.3064, loss: 1.3064, grad_norm: 5.5345 2020-07-25 18:14:26,512 - mmaction - INFO - Epoch [23][3500/3757] lr: 1.000e-03, eta: 17:34:46, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8922, loss_cls: 1.1836, loss: 1.1836, grad_norm: 5.4488 2020-07-25 18:14:38,620 - mmaction - INFO - Epoch [23][3520/3757] lr: 1.000e-03, eta: 17:34:33, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8859, loss_cls: 1.1874, loss: 1.1874, grad_norm: 5.0872 2020-07-25 18:14:50,942 - mmaction - INFO - Epoch [23][3540/3757] lr: 1.000e-03, eta: 17:34:20, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2735, loss: 1.2735, grad_norm: 5.5073 2020-07-25 18:15:03,098 - mmaction - INFO - Epoch [23][3560/3757] lr: 1.000e-03, eta: 17:34:08, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1973, loss: 1.1973, grad_norm: 5.1656 2020-07-25 18:15:15,100 - mmaction - INFO - Epoch [23][3580/3757] lr: 1.000e-03, eta: 17:33:55, time: 0.600, data_time: 0.002, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8531, loss_cls: 1.3447, loss: 1.3447, grad_norm: 5.4847 2020-07-25 18:15:27,213 - mmaction - INFO - Epoch [23][3600/3757] lr: 1.000e-03, eta: 17:33:42, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8742, loss_cls: 1.2288, loss: 1.2288, grad_norm: 5.3865 2020-07-25 18:15:39,521 - mmaction - INFO - Epoch [23][3620/3757] lr: 1.000e-03, eta: 17:33:29, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8836, loss_cls: 1.2335, loss: 1.2335, grad_norm: 5.4691 2020-07-25 18:15:51,800 - mmaction - INFO - Epoch [23][3640/3757] lr: 1.000e-03, eta: 17:33:17, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8820, loss_cls: 1.2672, loss: 1.2672, grad_norm: 5.6361 2020-07-25 18:16:04,072 - mmaction - INFO - Epoch [23][3660/3757] lr: 1.000e-03, eta: 17:33:04, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8961, loss_cls: 1.1296, loss: 1.1296, grad_norm: 5.2092 2020-07-25 18:16:16,302 - mmaction - INFO - Epoch [23][3680/3757] lr: 1.000e-03, eta: 17:32:51, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.2504, loss: 1.2504, grad_norm: 5.5273 2020-07-25 18:16:28,399 - mmaction - INFO - Epoch [23][3700/3757] lr: 1.000e-03, eta: 17:32:38, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2401, loss: 1.2401, grad_norm: 5.3338 2020-07-25 18:16:40,699 - mmaction - INFO - Epoch [23][3720/3757] lr: 1.000e-03, eta: 17:32:26, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.2117, loss: 1.2117, grad_norm: 5.3392 2020-07-25 18:16:52,703 - mmaction - INFO - Epoch [23][3740/3757] lr: 1.000e-03, eta: 17:32:13, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3259, loss: 1.3259, grad_norm: 5.4011 2020-07-25 18:17:03,254 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-07-25 18:17:29,368 - mmaction - INFO - Epoch [24][20/3757] lr: 1.000e-03, eta: 17:31:52, time: 1.267, data_time: 0.647, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0880, loss: 1.0880, grad_norm: 5.2271 2020-07-25 18:17:41,420 - mmaction - INFO - Epoch [24][40/3757] lr: 1.000e-03, eta: 17:31:40, time: 0.603, data_time: 0.002, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1889, loss: 1.1889, grad_norm: 5.3193 2020-07-25 18:17:53,639 - mmaction - INFO - Epoch [24][60/3757] lr: 1.000e-03, eta: 17:31:27, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2119, loss: 1.2119, grad_norm: 5.1969 2020-07-25 18:18:05,625 - mmaction - INFO - Epoch [24][80/3757] lr: 1.000e-03, eta: 17:31:14, time: 0.600, data_time: 0.004, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1602, loss: 1.1602, grad_norm: 5.3557 2020-07-25 18:18:17,748 - mmaction - INFO - Epoch [24][100/3757] lr: 1.000e-03, eta: 17:31:01, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8906, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.3877 2020-07-25 18:18:30,065 - mmaction - INFO - Epoch [24][120/3757] lr: 1.000e-03, eta: 17:30:48, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.1855, loss: 1.1855, grad_norm: 5.2132 2020-07-25 18:18:42,419 - mmaction - INFO - Epoch [24][140/3757] lr: 1.000e-03, eta: 17:30:36, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.1902, loss: 1.1902, grad_norm: 5.3457 2020-07-25 18:18:54,649 - mmaction - INFO - Epoch [24][160/3757] lr: 1.000e-03, eta: 17:30:23, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8820, loss_cls: 1.2329, loss: 1.2329, grad_norm: 5.4764 2020-07-25 18:19:06,832 - mmaction - INFO - Epoch [24][180/3757] lr: 1.000e-03, eta: 17:30:10, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.1895, loss: 1.1895, grad_norm: 5.3841 2020-07-25 18:19:19,036 - mmaction - INFO - Epoch [24][200/3757] lr: 1.000e-03, eta: 17:29:58, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8602, loss_cls: 1.2467, loss: 1.2467, grad_norm: 5.3606 2020-07-25 18:19:31,298 - mmaction - INFO - Epoch [24][220/3757] lr: 1.000e-03, eta: 17:29:45, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8883, loss_cls: 1.1735, loss: 1.1735, grad_norm: 5.2755 2020-07-25 18:19:43,488 - mmaction - INFO - Epoch [24][240/3757] lr: 1.000e-03, eta: 17:29:32, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1767, loss: 1.1767, grad_norm: 5.1425 2020-07-25 18:19:55,713 - mmaction - INFO - Epoch [24][260/3757] lr: 1.000e-03, eta: 17:29:20, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8938, loss_cls: 1.1131, loss: 1.1131, grad_norm: 5.1054 2020-07-25 18:20:07,843 - mmaction - INFO - Epoch [24][280/3757] lr: 1.000e-03, eta: 17:29:07, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8773, loss_cls: 1.2432, loss: 1.2432, grad_norm: 5.4208 2020-07-25 18:20:20,096 - mmaction - INFO - Epoch [24][300/3757] lr: 1.000e-03, eta: 17:28:54, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2259, loss: 1.2259, grad_norm: 5.3539 2020-07-25 18:20:32,277 - mmaction - INFO - Epoch [24][320/3757] lr: 1.000e-03, eta: 17:28:41, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.1930, loss: 1.1930, grad_norm: 5.1877 2020-07-25 18:20:44,365 - mmaction - INFO - Epoch [24][340/3757] lr: 1.000e-03, eta: 17:28:29, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.2263, loss: 1.2263, grad_norm: 5.3555 2020-07-25 18:20:56,654 - mmaction - INFO - Epoch [24][360/3757] lr: 1.000e-03, eta: 17:28:16, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.1901, loss: 1.1901, grad_norm: 5.2984 2020-07-25 18:21:08,879 - mmaction - INFO - Epoch [24][380/3757] lr: 1.000e-03, eta: 17:28:03, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1286, loss: 1.1286, grad_norm: 5.2400 2020-07-25 18:21:20,971 - mmaction - INFO - Epoch [24][400/3757] lr: 1.000e-03, eta: 17:27:50, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.2534, loss: 1.2534, grad_norm: 5.3877 2020-07-25 18:21:33,298 - mmaction - INFO - Epoch [24][420/3757] lr: 1.000e-03, eta: 17:27:38, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8945, loss_cls: 1.1760, loss: 1.1760, grad_norm: 5.3691 2020-07-25 18:21:45,455 - mmaction - INFO - Epoch [24][440/3757] lr: 1.000e-03, eta: 17:27:25, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2402, loss: 1.2402, grad_norm: 5.3233 2020-07-25 18:21:57,761 - mmaction - INFO - Epoch [24][460/3757] lr: 1.000e-03, eta: 17:27:12, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8859, loss_cls: 1.1851, loss: 1.1851, grad_norm: 5.3049 2020-07-25 18:22:09,883 - mmaction - INFO - Epoch [24][480/3757] lr: 1.000e-03, eta: 17:27:00, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.1795, loss: 1.1795, grad_norm: 5.3648 2020-07-25 18:22:22,168 - mmaction - INFO - Epoch [24][500/3757] lr: 1.000e-03, eta: 17:26:47, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1680, loss: 1.1680, grad_norm: 5.3156 2020-07-25 18:22:34,382 - mmaction - INFO - Epoch [24][520/3757] lr: 1.000e-03, eta: 17:26:34, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.2187, loss: 1.2187, grad_norm: 5.3969 2020-07-25 18:22:46,706 - mmaction - INFO - Epoch [24][540/3757] lr: 1.000e-03, eta: 17:26:22, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.1953, loss: 1.1953, grad_norm: 5.4098 2020-07-25 18:22:58,868 - mmaction - INFO - Epoch [24][560/3757] lr: 1.000e-03, eta: 17:26:09, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.1954, loss: 1.1954, grad_norm: 5.3994 2020-07-25 18:23:11,152 - mmaction - INFO - Epoch [24][580/3757] lr: 1.000e-03, eta: 17:25:56, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.1794, loss: 1.1794, grad_norm: 5.2276 2020-07-25 18:23:23,242 - mmaction - INFO - Epoch [24][600/3757] lr: 1.000e-03, eta: 17:25:43, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.1915, loss: 1.1915, grad_norm: 5.2606 2020-07-25 18:23:35,519 - mmaction - INFO - Epoch [24][620/3757] lr: 1.000e-03, eta: 17:25:31, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.2302, loss: 1.2302, grad_norm: 5.5438 2020-07-25 18:23:47,725 - mmaction - INFO - Epoch [24][640/3757] lr: 1.000e-03, eta: 17:25:18, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1252, loss: 1.1252, grad_norm: 5.2788 2020-07-25 18:23:59,933 - mmaction - INFO - Epoch [24][660/3757] lr: 1.000e-03, eta: 17:25:05, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.1672, loss: 1.1672, grad_norm: 5.4646 2020-07-25 18:24:11,973 - mmaction - INFO - Epoch [24][680/3757] lr: 1.000e-03, eta: 17:24:52, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8773, loss_cls: 1.2278, loss: 1.2278, grad_norm: 5.5585 2020-07-25 18:24:24,172 - mmaction - INFO - Epoch [24][700/3757] lr: 1.000e-03, eta: 17:24:40, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8742, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.5570 2020-07-25 18:24:36,279 - mmaction - INFO - Epoch [24][720/3757] lr: 1.000e-03, eta: 17:24:27, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8844, loss_cls: 1.2100, loss: 1.2100, grad_norm: 5.3226 2020-07-25 18:24:48,551 - mmaction - INFO - Epoch [24][740/3757] lr: 1.000e-03, eta: 17:24:14, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2099, loss: 1.2099, grad_norm: 5.4682 2020-07-25 18:25:00,762 - mmaction - INFO - Epoch [24][760/3757] lr: 1.000e-03, eta: 17:24:01, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1788, loss: 1.1788, grad_norm: 5.3183 2020-07-25 18:25:13,088 - mmaction - INFO - Epoch [24][780/3757] lr: 1.000e-03, eta: 17:23:49, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8727, loss_cls: 1.2344, loss: 1.2344, grad_norm: 5.4589 2020-07-25 18:25:25,285 - mmaction - INFO - Epoch [24][800/3757] lr: 1.000e-03, eta: 17:23:36, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2327, loss: 1.2327, grad_norm: 5.4459 2020-07-25 18:25:37,543 - mmaction - INFO - Epoch [24][820/3757] lr: 1.000e-03, eta: 17:23:23, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8914, loss_cls: 1.1612, loss: 1.1612, grad_norm: 5.2797 2020-07-25 18:25:49,672 - mmaction - INFO - Epoch [24][840/3757] lr: 1.000e-03, eta: 17:23:11, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.2634, loss: 1.2634, grad_norm: 5.5146 2020-07-25 18:26:01,829 - mmaction - INFO - Epoch [24][860/3757] lr: 1.000e-03, eta: 17:22:58, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2340, loss: 1.2340, grad_norm: 5.4466 2020-07-25 18:26:14,073 - mmaction - INFO - Epoch [24][880/3757] lr: 1.000e-03, eta: 17:22:45, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.2774, loss: 1.2774, grad_norm: 5.5453 2020-07-25 18:26:26,366 - mmaction - INFO - Epoch [24][900/3757] lr: 1.000e-03, eta: 17:22:33, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2356, loss: 1.2356, grad_norm: 5.4721 2020-07-25 18:26:38,595 - mmaction - INFO - Epoch [24][920/3757] lr: 1.000e-03, eta: 17:22:20, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8938, loss_cls: 1.1574, loss: 1.1574, grad_norm: 5.3606 2020-07-25 18:26:50,844 - mmaction - INFO - Epoch [24][940/3757] lr: 1.000e-03, eta: 17:22:07, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2142, loss: 1.2142, grad_norm: 5.1894 2020-07-25 18:27:02,924 - mmaction - INFO - Epoch [24][960/3757] lr: 1.000e-03, eta: 17:21:54, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2796, loss: 1.2796, grad_norm: 5.5672 2020-07-25 18:27:15,260 - mmaction - INFO - Epoch [24][980/3757] lr: 1.000e-03, eta: 17:21:42, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.2461, loss: 1.2461, grad_norm: 5.4660 2020-07-25 18:27:27,366 - mmaction - INFO - Epoch [24][1000/3757] lr: 1.000e-03, eta: 17:21:29, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8852, loss_cls: 1.1960, loss: 1.1960, grad_norm: 5.3582 2020-07-25 18:27:39,695 - mmaction - INFO - Epoch [24][1020/3757] lr: 1.000e-03, eta: 17:21:16, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1859, loss: 1.1859, grad_norm: 5.4046 2020-07-25 18:27:51,842 - mmaction - INFO - Epoch [24][1040/3757] lr: 1.000e-03, eta: 17:21:04, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8594, loss_cls: 1.3477, loss: 1.3477, grad_norm: 5.6646 2020-07-25 18:28:04,099 - mmaction - INFO - Epoch [24][1060/3757] lr: 1.000e-03, eta: 17:20:51, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.1830, loss: 1.1830, grad_norm: 5.4922 2020-07-25 18:28:16,199 - mmaction - INFO - Epoch [24][1080/3757] lr: 1.000e-03, eta: 17:20:38, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.1337, loss: 1.1337, grad_norm: 5.4184 2020-07-25 18:28:28,522 - mmaction - INFO - Epoch [24][1100/3757] lr: 1.000e-03, eta: 17:20:25, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8992, loss_cls: 1.1353, loss: 1.1353, grad_norm: 5.3519 2020-07-25 18:28:40,644 - mmaction - INFO - Epoch [24][1120/3757] lr: 1.000e-03, eta: 17:20:13, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8773, loss_cls: 1.2254, loss: 1.2254, grad_norm: 5.4396 2020-07-25 18:28:52,963 - mmaction - INFO - Epoch [24][1140/3757] lr: 1.000e-03, eta: 17:20:00, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8828, loss_cls: 1.2055, loss: 1.2055, grad_norm: 5.5675 2020-07-25 18:29:05,173 - mmaction - INFO - Epoch [24][1160/3757] lr: 1.000e-03, eta: 17:19:47, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8984, loss_cls: 1.1517, loss: 1.1517, grad_norm: 5.4125 2020-07-25 18:29:17,307 - mmaction - INFO - Epoch [24][1180/3757] lr: 1.000e-03, eta: 17:19:35, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.3138, loss: 1.3138, grad_norm: 5.6231 2020-07-25 18:29:29,525 - mmaction - INFO - Epoch [24][1200/3757] lr: 1.000e-03, eta: 17:19:22, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8711, loss_cls: 1.2318, loss: 1.2318, grad_norm: 5.4649 2020-07-25 18:29:41,913 - mmaction - INFO - Epoch [24][1220/3757] lr: 1.000e-03, eta: 17:19:09, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1927, loss: 1.1927, grad_norm: 5.3620 2020-07-25 18:29:53,955 - mmaction - INFO - Epoch [24][1240/3757] lr: 1.000e-03, eta: 17:18:57, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8836, loss_cls: 1.1976, loss: 1.1976, grad_norm: 5.4083 2020-07-25 18:30:06,299 - mmaction - INFO - Epoch [24][1260/3757] lr: 1.000e-03, eta: 17:18:44, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1277, loss: 1.1277, grad_norm: 5.3001 2020-07-25 18:30:18,508 - mmaction - INFO - Epoch [24][1280/3757] lr: 1.000e-03, eta: 17:18:31, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2529, loss: 1.2529, grad_norm: 5.4775 2020-07-25 18:30:30,720 - mmaction - INFO - Epoch [24][1300/3757] lr: 1.000e-03, eta: 17:18:19, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.2051, loss: 1.2051, grad_norm: 5.3430 2020-07-25 18:30:43,034 - mmaction - INFO - Epoch [24][1320/3757] lr: 1.000e-03, eta: 17:18:06, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1896, loss: 1.1896, grad_norm: 5.2874 2020-07-25 18:30:55,241 - mmaction - INFO - Epoch [24][1340/3757] lr: 1.000e-03, eta: 17:17:53, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8930, loss_cls: 1.1694, loss: 1.1694, grad_norm: 5.3225 2020-07-25 18:31:07,591 - mmaction - INFO - Epoch [24][1360/3757] lr: 1.000e-03, eta: 17:17:41, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.2857, loss: 1.2857, grad_norm: 5.5935 2020-07-25 18:31:19,902 - mmaction - INFO - Epoch [24][1380/3757] lr: 1.000e-03, eta: 17:17:28, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2017, loss: 1.2017, grad_norm: 5.3512 2020-07-25 18:31:31,938 - mmaction - INFO - Epoch [24][1400/3757] lr: 1.000e-03, eta: 17:17:15, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8828, loss_cls: 1.2396, loss: 1.2396, grad_norm: 5.4947 2020-07-25 18:31:44,138 - mmaction - INFO - Epoch [24][1420/3757] lr: 1.000e-03, eta: 17:17:02, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.2271, loss: 1.2271, grad_norm: 5.3418 2020-07-25 18:31:56,365 - mmaction - INFO - Epoch [24][1440/3757] lr: 1.000e-03, eta: 17:16:50, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2757, loss: 1.2757, grad_norm: 5.5170 2020-07-25 18:32:08,667 - mmaction - INFO - Epoch [24][1460/3757] lr: 1.000e-03, eta: 17:16:37, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8844, loss_cls: 1.2588, loss: 1.2588, grad_norm: 5.5516 2020-07-25 18:32:20,798 - mmaction - INFO - Epoch [24][1480/3757] lr: 1.000e-03, eta: 17:16:24, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.2065, loss: 1.2065, grad_norm: 5.5430 2020-07-25 18:32:33,070 - mmaction - INFO - Epoch [24][1500/3757] lr: 1.000e-03, eta: 17:16:12, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8914, loss_cls: 1.1619, loss: 1.1619, grad_norm: 5.3731 2020-07-25 18:32:45,262 - mmaction - INFO - Epoch [24][1520/3757] lr: 1.000e-03, eta: 17:15:59, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8930, loss_cls: 1.1741, loss: 1.1741, grad_norm: 5.4044 2020-07-25 18:32:57,441 - mmaction - INFO - Epoch [24][1540/3757] lr: 1.000e-03, eta: 17:15:46, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2507, loss: 1.2507, grad_norm: 5.5521 2020-07-25 18:33:09,596 - mmaction - INFO - Epoch [24][1560/3757] lr: 1.000e-03, eta: 17:15:34, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8930, loss_cls: 1.1535, loss: 1.1535, grad_norm: 5.3421 2020-07-25 18:33:21,758 - mmaction - INFO - Epoch [24][1580/3757] lr: 1.000e-03, eta: 17:15:21, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.1567, loss: 1.1567, grad_norm: 5.4153 2020-07-25 18:33:33,962 - mmaction - INFO - Epoch [24][1600/3757] lr: 1.000e-03, eta: 17:15:08, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8914, loss_cls: 1.1697, loss: 1.1697, grad_norm: 5.4309 2020-07-25 18:33:45,923 - mmaction - INFO - Epoch [24][1620/3757] lr: 1.000e-03, eta: 17:14:55, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8906, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.5309 2020-07-25 18:33:58,222 - mmaction - INFO - Epoch [24][1640/3757] lr: 1.000e-03, eta: 17:14:42, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8836, loss_cls: 1.2510, loss: 1.2510, grad_norm: 5.5510 2020-07-25 18:34:10,383 - mmaction - INFO - Epoch [24][1660/3757] lr: 1.000e-03, eta: 17:14:30, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2457, loss: 1.2457, grad_norm: 5.4501 2020-07-25 18:34:22,646 - mmaction - INFO - Epoch [24][1680/3757] lr: 1.000e-03, eta: 17:14:17, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8953, loss_cls: 1.1644, loss: 1.1644, grad_norm: 5.3911 2020-07-25 18:34:34,905 - mmaction - INFO - Epoch [24][1700/3757] lr: 1.000e-03, eta: 17:14:04, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8703, loss_cls: 1.2725, loss: 1.2725, grad_norm: 5.6846 2020-07-25 18:34:47,172 - mmaction - INFO - Epoch [24][1720/3757] lr: 1.000e-03, eta: 17:13:52, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2854, loss: 1.2854, grad_norm: 5.6334 2020-07-25 18:34:59,307 - mmaction - INFO - Epoch [24][1740/3757] lr: 1.000e-03, eta: 17:13:39, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8867, loss_cls: 1.1673, loss: 1.1673, grad_norm: 5.3359 2020-07-25 18:35:11,620 - mmaction - INFO - Epoch [24][1760/3757] lr: 1.000e-03, eta: 17:13:26, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8773, loss_cls: 1.2393, loss: 1.2393, grad_norm: 5.4723 2020-07-25 18:35:23,669 - mmaction - INFO - Epoch [24][1780/3757] lr: 1.000e-03, eta: 17:13:14, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1320, loss: 1.1320, grad_norm: 5.2966 2020-07-25 18:35:35,999 - mmaction - INFO - Epoch [24][1800/3757] lr: 1.000e-03, eta: 17:13:01, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8758, loss_cls: 1.2525, loss: 1.2525, grad_norm: 5.5410 2020-07-25 18:35:48,056 - mmaction - INFO - Epoch [24][1820/3757] lr: 1.000e-03, eta: 17:12:48, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.3026, loss: 1.3026, grad_norm: 5.6871 2020-07-25 18:36:00,233 - mmaction - INFO - Epoch [24][1840/3757] lr: 1.000e-03, eta: 17:12:35, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2057, loss: 1.2057, grad_norm: 5.6825 2020-07-25 18:36:12,300 - mmaction - INFO - Epoch [24][1860/3757] lr: 1.000e-03, eta: 17:12:22, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9016, loss_cls: 1.1531, loss: 1.1531, grad_norm: 5.3031 2020-07-25 18:36:24,496 - mmaction - INFO - Epoch [24][1880/3757] lr: 1.000e-03, eta: 17:12:10, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1696, loss: 1.1696, grad_norm: 5.4020 2020-07-25 18:36:36,602 - mmaction - INFO - Epoch [24][1900/3757] lr: 1.000e-03, eta: 17:11:57, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.2895, loss: 1.2895, grad_norm: 5.5846 2020-07-25 18:36:48,889 - mmaction - INFO - Epoch [24][1920/3757] lr: 1.000e-03, eta: 17:11:44, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8883, loss_cls: 1.1898, loss: 1.1898, grad_norm: 5.3530 2020-07-25 18:37:01,101 - mmaction - INFO - Epoch [24][1940/3757] lr: 1.000e-03, eta: 17:11:32, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1699, loss: 1.1699, grad_norm: 5.4225 2020-07-25 18:37:13,342 - mmaction - INFO - Epoch [24][1960/3757] lr: 1.000e-03, eta: 17:11:19, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8758, loss_cls: 1.2495, loss: 1.2495, grad_norm: 5.5459 2020-07-25 18:37:25,417 - mmaction - INFO - Epoch [24][1980/3757] lr: 1.000e-03, eta: 17:11:06, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8891, loss_cls: 1.2169, loss: 1.2169, grad_norm: 5.4375 2020-07-25 18:37:37,680 - mmaction - INFO - Epoch [24][2000/3757] lr: 1.000e-03, eta: 17:10:53, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2480, loss: 1.2480, grad_norm: 5.5898 2020-07-25 18:37:49,971 - mmaction - INFO - Epoch [24][2020/3757] lr: 1.000e-03, eta: 17:10:41, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8812, loss_cls: 1.2656, loss: 1.2656, grad_norm: 5.4772 2020-07-25 18:38:02,252 - mmaction - INFO - Epoch [24][2040/3757] lr: 1.000e-03, eta: 17:10:28, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.1997, loss: 1.1997, grad_norm: 5.3272 2020-07-25 18:38:14,368 - mmaction - INFO - Epoch [24][2060/3757] lr: 1.000e-03, eta: 17:10:15, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.2050, loss: 1.2050, grad_norm: 5.3728 2020-07-25 18:38:26,561 - mmaction - INFO - Epoch [24][2080/3757] lr: 1.000e-03, eta: 17:10:03, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.2556, loss: 1.2556, grad_norm: 5.3303 2020-07-25 18:38:38,671 - mmaction - INFO - Epoch [24][2100/3757] lr: 1.000e-03, eta: 17:09:50, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8836, loss_cls: 1.2216, loss: 1.2216, grad_norm: 5.5859 2020-07-25 18:38:50,775 - mmaction - INFO - Epoch [24][2120/3757] lr: 1.000e-03, eta: 17:09:37, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1762, loss: 1.1762, grad_norm: 5.4144 2020-07-25 18:39:02,867 - mmaction - INFO - Epoch [24][2140/3757] lr: 1.000e-03, eta: 17:09:24, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8938, loss_cls: 1.1583, loss: 1.1583, grad_norm: 5.3307 2020-07-25 18:39:15,645 - mmaction - INFO - Epoch [24][2160/3757] lr: 1.000e-03, eta: 17:09:12, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8969, loss_cls: 1.1484, loss: 1.1484, grad_norm: 5.1763 2020-07-25 18:39:27,813 - mmaction - INFO - Epoch [24][2180/3757] lr: 1.000e-03, eta: 17:08:59, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.1984, loss: 1.1984, grad_norm: 5.4201 2020-07-25 18:39:40,106 - mmaction - INFO - Epoch [24][2200/3757] lr: 1.000e-03, eta: 17:08:47, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8758, loss_cls: 1.2938, loss: 1.2938, grad_norm: 5.6723 2020-07-25 18:39:52,182 - mmaction - INFO - Epoch [24][2220/3757] lr: 1.000e-03, eta: 17:08:34, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8906, loss_cls: 1.2258, loss: 1.2258, grad_norm: 5.4875 2020-07-25 18:40:04,467 - mmaction - INFO - Epoch [24][2240/3757] lr: 1.000e-03, eta: 17:08:21, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8891, loss_cls: 1.2437, loss: 1.2437, grad_norm: 5.6344 2020-07-25 18:40:16,624 - mmaction - INFO - Epoch [24][2260/3757] lr: 1.000e-03, eta: 17:08:09, time: 0.607, data_time: 0.002, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3017, loss: 1.3017, grad_norm: 5.6770 2020-07-25 18:40:28,890 - mmaction - INFO - Epoch [24][2280/3757] lr: 1.000e-03, eta: 17:07:56, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.2069, loss: 1.2069, grad_norm: 5.4877 2020-07-25 18:40:41,022 - mmaction - INFO - Epoch [24][2300/3757] lr: 1.000e-03, eta: 17:07:43, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.1792, loss: 1.1792, grad_norm: 5.4557 2020-07-25 18:40:53,323 - mmaction - INFO - Epoch [24][2320/3757] lr: 1.000e-03, eta: 17:07:31, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.2140, loss: 1.2140, grad_norm: 5.3714 2020-07-25 18:41:05,302 - mmaction - INFO - Epoch [24][2340/3757] lr: 1.000e-03, eta: 17:07:18, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.2002, loss: 1.2002, grad_norm: 5.3303 2020-07-25 18:41:17,702 - mmaction - INFO - Epoch [24][2360/3757] lr: 1.000e-03, eta: 17:07:05, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9062, loss_cls: 1.0907, loss: 1.0907, grad_norm: 5.3313 2020-07-25 18:41:29,900 - mmaction - INFO - Epoch [24][2380/3757] lr: 1.000e-03, eta: 17:06:52, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1691, loss: 1.1691, grad_norm: 5.2956 2020-07-25 18:41:42,006 - mmaction - INFO - Epoch [24][2400/3757] lr: 1.000e-03, eta: 17:06:40, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8711, loss_cls: 1.2880, loss: 1.2880, grad_norm: 5.5926 2020-07-25 18:41:54,245 - mmaction - INFO - Epoch [24][2420/3757] lr: 1.000e-03, eta: 17:06:27, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8836, loss_cls: 1.2333, loss: 1.2333, grad_norm: 5.6222 2020-07-25 18:42:06,412 - mmaction - INFO - Epoch [24][2440/3757] lr: 1.000e-03, eta: 17:06:14, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.2841, loss: 1.2841, grad_norm: 5.5166 2020-07-25 18:42:18,579 - mmaction - INFO - Epoch [24][2460/3757] lr: 1.000e-03, eta: 17:06:02, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2699, loss: 1.2699, grad_norm: 5.6026 2020-07-25 18:42:30,956 - mmaction - INFO - Epoch [24][2480/3757] lr: 1.000e-03, eta: 17:05:49, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8922, loss_cls: 1.1747, loss: 1.1747, grad_norm: 5.4724 2020-07-25 18:42:43,216 - mmaction - INFO - Epoch [24][2500/3757] lr: 1.000e-03, eta: 17:05:36, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8852, loss_cls: 1.2354, loss: 1.2354, grad_norm: 5.6147 2020-07-25 18:42:55,419 - mmaction - INFO - Epoch [24][2520/3757] lr: 1.000e-03, eta: 17:05:24, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1449, loss: 1.1449, grad_norm: 5.3332 2020-07-25 18:43:07,602 - mmaction - INFO - Epoch [24][2540/3757] lr: 1.000e-03, eta: 17:05:11, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.5700 2020-07-25 18:43:20,024 - mmaction - INFO - Epoch [24][2560/3757] lr: 1.000e-03, eta: 17:04:58, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.3212, loss: 1.3212, grad_norm: 5.5142 2020-07-25 18:43:32,255 - mmaction - INFO - Epoch [24][2580/3757] lr: 1.000e-03, eta: 17:04:46, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8797, loss_cls: 1.2922, loss: 1.2922, grad_norm: 5.7158 2020-07-25 18:43:44,501 - mmaction - INFO - Epoch [24][2600/3757] lr: 1.000e-03, eta: 17:04:33, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8836, loss_cls: 1.1795, loss: 1.1795, grad_norm: 5.5374 2020-07-25 18:43:56,601 - mmaction - INFO - Epoch [24][2620/3757] lr: 1.000e-03, eta: 17:04:20, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1776, loss: 1.1776, grad_norm: 5.4870 2020-07-25 18:44:08,818 - mmaction - INFO - Epoch [24][2640/3757] lr: 1.000e-03, eta: 17:04:08, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2152, loss: 1.2152, grad_norm: 5.3100 2020-07-25 18:44:21,432 - mmaction - INFO - Epoch [24][2660/3757] lr: 1.000e-03, eta: 17:03:55, time: 0.637, data_time: 0.009, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8781, loss_cls: 1.2435, loss: 1.2435, grad_norm: 5.4395 2020-07-25 18:44:33,709 - mmaction - INFO - Epoch [24][2680/3757] lr: 1.000e-03, eta: 17:03:43, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.5553 2020-07-25 18:44:45,838 - mmaction - INFO - Epoch [24][2700/3757] lr: 1.000e-03, eta: 17:03:30, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8711, loss_cls: 1.2658, loss: 1.2658, grad_norm: 5.4353 2020-07-25 18:44:58,124 - mmaction - INFO - Epoch [24][2720/3757] lr: 1.000e-03, eta: 17:03:17, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8938, loss_cls: 1.2173, loss: 1.2173, grad_norm: 5.6171 2020-07-25 18:45:10,257 - mmaction - INFO - Epoch [24][2740/3757] lr: 1.000e-03, eta: 17:03:05, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8992, loss_cls: 1.1465, loss: 1.1465, grad_norm: 5.3725 2020-07-25 18:45:22,520 - mmaction - INFO - Epoch [24][2760/3757] lr: 1.000e-03, eta: 17:02:52, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.1980, loss: 1.1980, grad_norm: 5.3969 2020-07-25 18:45:34,707 - mmaction - INFO - Epoch [24][2780/3757] lr: 1.000e-03, eta: 17:02:39, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.2004, loss: 1.2004, grad_norm: 5.3654 2020-07-25 18:45:46,864 - mmaction - INFO - Epoch [24][2800/3757] lr: 1.000e-03, eta: 17:02:26, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1878, loss: 1.1878, grad_norm: 5.4345 2020-07-25 18:45:59,099 - mmaction - INFO - Epoch [24][2820/3757] lr: 1.000e-03, eta: 17:02:14, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.2208, loss: 1.2208, grad_norm: 5.6540 2020-07-25 18:46:11,543 - mmaction - INFO - Epoch [24][2840/3757] lr: 1.000e-03, eta: 17:02:01, time: 0.622, data_time: 0.005, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8828, loss_cls: 1.2345, loss: 1.2345, grad_norm: 5.5304 2020-07-25 18:46:23,669 - mmaction - INFO - Epoch [24][2860/3757] lr: 1.000e-03, eta: 17:01:49, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2392, loss: 1.2392, grad_norm: 5.4715 2020-07-25 18:46:35,781 - mmaction - INFO - Epoch [24][2880/3757] lr: 1.000e-03, eta: 17:01:36, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1307, loss: 1.1307, grad_norm: 5.3415 2020-07-25 18:46:47,950 - mmaction - INFO - Epoch [24][2900/3757] lr: 1.000e-03, eta: 17:01:23, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2020, loss: 1.2020, grad_norm: 5.3152 2020-07-25 18:47:00,196 - mmaction - INFO - Epoch [24][2920/3757] lr: 1.000e-03, eta: 17:01:10, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8898, loss_cls: 1.1916, loss: 1.1916, grad_norm: 5.4073 2020-07-25 18:47:12,257 - mmaction - INFO - Epoch [24][2940/3757] lr: 1.000e-03, eta: 17:00:58, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7094, top5_acc: 0.9055, loss_cls: 1.1159, loss: 1.1159, grad_norm: 5.3650 2020-07-25 18:47:24,493 - mmaction - INFO - Epoch [24][2960/3757] lr: 1.000e-03, eta: 17:00:45, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8867, loss_cls: 1.1967, loss: 1.1967, grad_norm: 5.5358 2020-07-25 18:47:36,568 - mmaction - INFO - Epoch [24][2980/3757] lr: 1.000e-03, eta: 17:00:32, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2002, loss: 1.2002, grad_norm: 5.4210 2020-07-25 18:47:48,821 - mmaction - INFO - Epoch [24][3000/3757] lr: 1.000e-03, eta: 17:00:19, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3098, loss: 1.3098, grad_norm: 5.5800 2020-07-25 18:48:01,087 - mmaction - INFO - Epoch [24][3020/3757] lr: 1.000e-03, eta: 17:00:07, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1714, loss: 1.1714, grad_norm: 5.5134 2020-07-25 18:48:13,378 - mmaction - INFO - Epoch [24][3040/3757] lr: 1.000e-03, eta: 16:59:54, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8727, loss_cls: 1.2722, loss: 1.2722, grad_norm: 5.3963 2020-07-25 18:48:25,504 - mmaction - INFO - Epoch [24][3060/3757] lr: 1.000e-03, eta: 16:59:41, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8727, loss_cls: 1.2658, loss: 1.2658, grad_norm: 5.7270 2020-07-25 18:48:37,773 - mmaction - INFO - Epoch [24][3080/3757] lr: 1.000e-03, eta: 16:59:29, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2030, loss: 1.2030, grad_norm: 5.4835 2020-07-25 18:48:49,901 - mmaction - INFO - Epoch [24][3100/3757] lr: 1.000e-03, eta: 16:59:16, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2695, loss: 1.2695, grad_norm: 5.4851 2020-07-25 18:49:02,232 - mmaction - INFO - Epoch [24][3120/3757] lr: 1.000e-03, eta: 16:59:03, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8883, loss_cls: 1.2286, loss: 1.2286, grad_norm: 5.4995 2020-07-25 18:49:14,297 - mmaction - INFO - Epoch [24][3140/3757] lr: 1.000e-03, eta: 16:58:51, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1684, loss: 1.1684, grad_norm: 5.2066 2020-07-25 18:49:26,676 - mmaction - INFO - Epoch [24][3160/3757] lr: 1.000e-03, eta: 16:58:38, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1325, loss: 1.1325, grad_norm: 5.1798 2020-07-25 18:49:38,846 - mmaction - INFO - Epoch [24][3180/3757] lr: 1.000e-03, eta: 16:58:25, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8930, loss_cls: 1.1915, loss: 1.1915, grad_norm: 5.5448 2020-07-25 18:49:51,038 - mmaction - INFO - Epoch [24][3200/3757] lr: 1.000e-03, eta: 16:58:13, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2802, loss: 1.2802, grad_norm: 5.6742 2020-07-25 18:50:03,333 - mmaction - INFO - Epoch [24][3220/3757] lr: 1.000e-03, eta: 16:58:00, time: 0.615, data_time: 0.004, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2376, loss: 1.2376, grad_norm: 5.5425 2020-07-25 18:50:15,469 - mmaction - INFO - Epoch [24][3240/3757] lr: 1.000e-03, eta: 16:57:47, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8852, loss_cls: 1.2207, loss: 1.2207, grad_norm: 5.6498 2020-07-25 18:50:27,844 - mmaction - INFO - Epoch [24][3260/3757] lr: 1.000e-03, eta: 16:57:35, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1509, loss: 1.1509, grad_norm: 5.4623 2020-07-25 18:50:40,032 - mmaction - INFO - Epoch [24][3280/3757] lr: 1.000e-03, eta: 16:57:22, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8836, loss_cls: 1.2360, loss: 1.2360, grad_norm: 5.5229 2020-07-25 18:50:52,185 - mmaction - INFO - Epoch [24][3300/3757] lr: 1.000e-03, eta: 16:57:09, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8844, loss_cls: 1.1845, loss: 1.1845, grad_norm: 5.4499 2020-07-25 18:51:04,430 - mmaction - INFO - Epoch [24][3320/3757] lr: 1.000e-03, eta: 16:56:57, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8867, loss_cls: 1.1719, loss: 1.1719, grad_norm: 5.3522 2020-07-25 18:51:16,637 - mmaction - INFO - Epoch [24][3340/3757] lr: 1.000e-03, eta: 16:56:44, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8906, loss_cls: 1.1907, loss: 1.1907, grad_norm: 5.6733 2020-07-25 18:51:29,249 - mmaction - INFO - Epoch [24][3360/3757] lr: 1.000e-03, eta: 16:56:32, time: 0.629, data_time: 0.003, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8906, loss_cls: 1.2225, loss: 1.2225, grad_norm: 5.6307 2020-07-25 18:51:41,701 - mmaction - INFO - Epoch [24][3380/3757] lr: 1.000e-03, eta: 16:56:19, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1559, loss: 1.1559, grad_norm: 5.4620 2020-07-25 18:51:53,750 - mmaction - INFO - Epoch [24][3400/3757] lr: 1.000e-03, eta: 16:56:06, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.1363, loss: 1.1363, grad_norm: 5.3567 2020-07-25 18:52:06,186 - mmaction - INFO - Epoch [24][3420/3757] lr: 1.000e-03, eta: 16:55:54, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1580, loss: 1.1580, grad_norm: 5.3485 2020-07-25 18:52:18,393 - mmaction - INFO - Epoch [24][3440/3757] lr: 1.000e-03, eta: 16:55:41, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8875, loss_cls: 1.2203, loss: 1.2203, grad_norm: 5.4809 2020-07-25 18:52:30,653 - mmaction - INFO - Epoch [24][3460/3757] lr: 1.000e-03, eta: 16:55:29, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8695, loss_cls: 1.2738, loss: 1.2738, grad_norm: 5.6657 2020-07-25 18:52:42,699 - mmaction - INFO - Epoch [24][3480/3757] lr: 1.000e-03, eta: 16:55:16, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1293, loss: 1.1293, grad_norm: 5.2384 2020-07-25 18:52:54,973 - mmaction - INFO - Epoch [24][3500/3757] lr: 1.000e-03, eta: 16:55:03, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.2432, loss: 1.2432, grad_norm: 5.7731 2020-07-25 18:53:07,229 - mmaction - INFO - Epoch [24][3520/3757] lr: 1.000e-03, eta: 16:54:51, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.2700, loss: 1.2700, grad_norm: 5.3997 2020-07-25 18:53:19,495 - mmaction - INFO - Epoch [24][3540/3757] lr: 1.000e-03, eta: 16:54:38, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8727, loss_cls: 1.2563, loss: 1.2563, grad_norm: 5.6436 2020-07-25 18:53:31,592 - mmaction - INFO - Epoch [24][3560/3757] lr: 1.000e-03, eta: 16:54:25, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.2158, loss: 1.2158, grad_norm: 5.3560 2020-07-25 18:53:43,877 - mmaction - INFO - Epoch [24][3580/3757] lr: 1.000e-03, eta: 16:54:13, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9008, loss_cls: 1.1150, loss: 1.1150, grad_norm: 5.4119 2020-07-25 18:53:56,058 - mmaction - INFO - Epoch [24][3600/3757] lr: 1.000e-03, eta: 16:54:00, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8891, loss_cls: 1.2167, loss: 1.2167, grad_norm: 5.5506 2020-07-25 18:54:08,256 - mmaction - INFO - Epoch [24][3620/3757] lr: 1.000e-03, eta: 16:53:47, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.1928, loss: 1.1928, grad_norm: 5.4134 2020-07-25 18:54:20,398 - mmaction - INFO - Epoch [24][3640/3757] lr: 1.000e-03, eta: 16:53:34, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2520, loss: 1.2520, grad_norm: 5.5566 2020-07-25 18:54:32,685 - mmaction - INFO - Epoch [24][3660/3757] lr: 1.000e-03, eta: 16:53:22, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8984, loss_cls: 1.1068, loss: 1.1068, grad_norm: 5.3512 2020-07-25 18:54:44,779 - mmaction - INFO - Epoch [24][3680/3757] lr: 1.000e-03, eta: 16:53:09, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2415, loss: 1.2415, grad_norm: 5.5220 2020-07-25 18:54:56,940 - mmaction - INFO - Epoch [24][3700/3757] lr: 1.000e-03, eta: 16:52:56, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8789, loss_cls: 1.2629, loss: 1.2629, grad_norm: 5.6982 2020-07-25 18:55:09,054 - mmaction - INFO - Epoch [24][3720/3757] lr: 1.000e-03, eta: 16:52:44, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8797, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.4744 2020-07-25 18:55:21,279 - mmaction - INFO - Epoch [24][3740/3757] lr: 1.000e-03, eta: 16:52:31, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.1825, loss: 1.1825, grad_norm: 5.3657 2020-07-25 18:55:31,640 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-25 18:55:53,323 - mmaction - INFO - Epoch [25][20/3757] lr: 1.000e-03, eta: 16:52:06, time: 1.063, data_time: 0.437, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8797, loss_cls: 1.2271, loss: 1.2271, grad_norm: 5.5274 2020-07-25 18:56:05,483 - mmaction - INFO - Epoch [25][40/3757] lr: 1.000e-03, eta: 16:51:53, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.2131, loss: 1.2131, grad_norm: 5.4246 2020-07-25 18:56:17,551 - mmaction - INFO - Epoch [25][60/3757] lr: 1.000e-03, eta: 16:51:40, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8711, loss_cls: 1.2596, loss: 1.2596, grad_norm: 5.6177 2020-07-25 18:56:29,849 - mmaction - INFO - Epoch [25][80/3757] lr: 1.000e-03, eta: 16:51:28, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1637, loss: 1.1637, grad_norm: 5.4994 2020-07-25 18:56:41,988 - mmaction - INFO - Epoch [25][100/3757] lr: 1.000e-03, eta: 16:51:15, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.2842, loss: 1.2842, grad_norm: 5.7255 2020-07-25 18:56:54,331 - mmaction - INFO - Epoch [25][120/3757] lr: 1.000e-03, eta: 16:51:02, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8859, loss_cls: 1.2215, loss: 1.2215, grad_norm: 5.5878 2020-07-25 18:57:06,441 - mmaction - INFO - Epoch [25][140/3757] lr: 1.000e-03, eta: 16:50:50, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2581, loss: 1.2581, grad_norm: 5.5884 2020-07-25 18:57:18,627 - mmaction - INFO - Epoch [25][160/3757] lr: 1.000e-03, eta: 16:50:37, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1972, loss: 1.1972, grad_norm: 5.3294 2020-07-25 18:57:30,813 - mmaction - INFO - Epoch [25][180/3757] lr: 1.000e-03, eta: 16:50:24, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2341, loss: 1.2341, grad_norm: 5.3887 2020-07-25 18:57:43,147 - mmaction - INFO - Epoch [25][200/3757] lr: 1.000e-03, eta: 16:50:12, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8992, loss_cls: 1.1628, loss: 1.1628, grad_norm: 5.4385 2020-07-25 18:57:55,312 - mmaction - INFO - Epoch [25][220/3757] lr: 1.000e-03, eta: 16:49:59, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.2368, loss: 1.2368, grad_norm: 5.4708 2020-07-25 18:58:07,613 - mmaction - INFO - Epoch [25][240/3757] lr: 1.000e-03, eta: 16:49:46, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2129, loss: 1.2129, grad_norm: 5.5937 2020-07-25 18:58:19,740 - mmaction - INFO - Epoch [25][260/3757] lr: 1.000e-03, eta: 16:49:34, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.2202, loss: 1.2202, grad_norm: 5.4209 2020-07-25 18:58:32,002 - mmaction - INFO - Epoch [25][280/3757] lr: 1.000e-03, eta: 16:49:21, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9000, loss_cls: 1.1228, loss: 1.1228, grad_norm: 5.4137 2020-07-25 18:58:44,201 - mmaction - INFO - Epoch [25][300/3757] lr: 1.000e-03, eta: 16:49:08, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1559, loss: 1.1559, grad_norm: 5.5556 2020-07-25 18:58:56,629 - mmaction - INFO - Epoch [25][320/3757] lr: 1.000e-03, eta: 16:48:56, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.5363 2020-07-25 18:59:08,734 - mmaction - INFO - Epoch [25][340/3757] lr: 1.000e-03, eta: 16:48:43, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1751, loss: 1.1751, grad_norm: 5.3299 2020-07-25 18:59:20,848 - mmaction - INFO - Epoch [25][360/3757] lr: 1.000e-03, eta: 16:48:30, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.2148, loss: 1.2148, grad_norm: 5.4351 2020-07-25 18:59:33,182 - mmaction - INFO - Epoch [25][380/3757] lr: 1.000e-03, eta: 16:48:18, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8875, loss_cls: 1.1938, loss: 1.1938, grad_norm: 5.4322 2020-07-25 18:59:45,278 - mmaction - INFO - Epoch [25][400/3757] lr: 1.000e-03, eta: 16:48:05, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7070, top5_acc: 0.9023, loss_cls: 1.1448, loss: 1.1448, grad_norm: 5.2871 2020-07-25 18:59:57,596 - mmaction - INFO - Epoch [25][420/3757] lr: 1.000e-03, eta: 16:47:52, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2246, loss: 1.2246, grad_norm: 5.6276 2020-07-25 19:00:12,663 - mmaction - INFO - Epoch [25][440/3757] lr: 1.000e-03, eta: 16:47:43, time: 0.755, data_time: 0.008, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.1235, loss: 1.1235, grad_norm: 5.2338 2020-07-25 19:00:24,857 - mmaction - INFO - Epoch [25][460/3757] lr: 1.000e-03, eta: 16:47:30, time: 0.609, data_time: 0.009, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1802, loss: 1.1802, grad_norm: 5.4996 2020-07-25 19:00:36,967 - mmaction - INFO - Epoch [25][480/3757] lr: 1.000e-03, eta: 16:47:17, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.2103, loss: 1.2103, grad_norm: 5.3727 2020-07-25 19:00:49,180 - mmaction - INFO - Epoch [25][500/3757] lr: 1.000e-03, eta: 16:47:05, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8789, loss_cls: 1.1958, loss: 1.1958, grad_norm: 5.5116 2020-07-25 19:01:01,451 - mmaction - INFO - Epoch [25][520/3757] lr: 1.000e-03, eta: 16:46:52, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2221, loss: 1.2221, grad_norm: 5.3998 2020-07-25 19:01:13,677 - mmaction - INFO - Epoch [25][540/3757] lr: 1.000e-03, eta: 16:46:39, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.1118, loss: 1.1118, grad_norm: 5.3668 2020-07-25 19:01:25,944 - mmaction - INFO - Epoch [25][560/3757] lr: 1.000e-03, eta: 16:46:27, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.2296, loss: 1.2296, grad_norm: 5.4737 2020-07-25 19:01:38,179 - mmaction - INFO - Epoch [25][580/3757] lr: 1.000e-03, eta: 16:46:14, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8719, loss_cls: 1.2136, loss: 1.2136, grad_norm: 5.5095 2020-07-25 19:01:50,433 - mmaction - INFO - Epoch [25][600/3757] lr: 1.000e-03, eta: 16:46:01, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2717, loss: 1.2717, grad_norm: 5.5360 2020-07-25 19:02:02,586 - mmaction - INFO - Epoch [25][620/3757] lr: 1.000e-03, eta: 16:45:49, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9055, loss_cls: 1.0530, loss: 1.0530, grad_norm: 5.1472 2020-07-25 19:02:15,119 - mmaction - INFO - Epoch [25][640/3757] lr: 1.000e-03, eta: 16:45:36, time: 0.625, data_time: 0.008, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8875, loss_cls: 1.2093, loss: 1.2093, grad_norm: 5.3905 2020-07-25 19:02:27,261 - mmaction - INFO - Epoch [25][660/3757] lr: 1.000e-03, eta: 16:45:24, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8656, loss_cls: 1.2678, loss: 1.2678, grad_norm: 5.6036 2020-07-25 19:02:39,551 - mmaction - INFO - Epoch [25][680/3757] lr: 1.000e-03, eta: 16:45:11, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8969, loss_cls: 1.1507, loss: 1.1507, grad_norm: 5.3902 2020-07-25 19:02:51,733 - mmaction - INFO - Epoch [25][700/3757] lr: 1.000e-03, eta: 16:44:58, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2062, loss: 1.2062, grad_norm: 5.3972 2020-07-25 19:03:03,897 - mmaction - INFO - Epoch [25][720/3757] lr: 1.000e-03, eta: 16:44:46, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8805, loss_cls: 1.1468, loss: 1.1468, grad_norm: 5.3881 2020-07-25 19:03:16,223 - mmaction - INFO - Epoch [25][740/3757] lr: 1.000e-03, eta: 16:44:33, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8828, loss_cls: 1.2164, loss: 1.2164, grad_norm: 5.4816 2020-07-25 19:03:28,645 - mmaction - INFO - Epoch [25][760/3757] lr: 1.000e-03, eta: 16:44:21, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.1454, loss: 1.1454, grad_norm: 5.2613 2020-07-25 19:03:40,720 - mmaction - INFO - Epoch [25][780/3757] lr: 1.000e-03, eta: 16:44:08, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1730, loss: 1.1730, grad_norm: 5.3485 2020-07-25 19:03:52,872 - mmaction - INFO - Epoch [25][800/3757] lr: 1.000e-03, eta: 16:43:55, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8891, loss_cls: 1.2003, loss: 1.2003, grad_norm: 5.6076 2020-07-25 19:04:05,051 - mmaction - INFO - Epoch [25][820/3757] lr: 1.000e-03, eta: 16:43:42, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1692, loss: 1.1692, grad_norm: 5.3685 2020-07-25 19:04:17,293 - mmaction - INFO - Epoch [25][840/3757] lr: 1.000e-03, eta: 16:43:30, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.2172, loss: 1.2172, grad_norm: 5.5328 2020-07-25 19:04:29,580 - mmaction - INFO - Epoch [25][860/3757] lr: 1.000e-03, eta: 16:43:17, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1240, loss: 1.1240, grad_norm: 5.2919 2020-07-25 19:04:41,843 - mmaction - INFO - Epoch [25][880/3757] lr: 1.000e-03, eta: 16:43:04, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1320, loss: 1.1320, grad_norm: 5.3588 2020-07-25 19:04:53,979 - mmaction - INFO - Epoch [25][900/3757] lr: 1.000e-03, eta: 16:42:52, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1748, loss: 1.1748, grad_norm: 5.4173 2020-07-25 19:05:06,376 - mmaction - INFO - Epoch [25][920/3757] lr: 1.000e-03, eta: 16:42:39, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.1887, loss: 1.1887, grad_norm: 5.3899 2020-07-25 19:05:18,618 - mmaction - INFO - Epoch [25][940/3757] lr: 1.000e-03, eta: 16:42:27, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.2371, loss: 1.2371, grad_norm: 5.6289 2020-07-25 19:05:30,837 - mmaction - INFO - Epoch [25][960/3757] lr: 1.000e-03, eta: 16:42:14, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1292, loss: 1.1292, grad_norm: 5.3319 2020-07-25 19:05:43,064 - mmaction - INFO - Epoch [25][980/3757] lr: 1.000e-03, eta: 16:42:01, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2050, loss: 1.2050, grad_norm: 5.5738 2020-07-25 19:05:55,417 - mmaction - INFO - Epoch [25][1000/3757] lr: 1.000e-03, eta: 16:41:49, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1891, loss: 1.1891, grad_norm: 5.5279 2020-07-25 19:06:07,567 - mmaction - INFO - Epoch [25][1020/3757] lr: 1.000e-03, eta: 16:41:36, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.1779, loss: 1.1779, grad_norm: 5.5209 2020-07-25 19:06:19,732 - mmaction - INFO - Epoch [25][1040/3757] lr: 1.000e-03, eta: 16:41:23, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8969, loss_cls: 1.1508, loss: 1.1508, grad_norm: 5.3959 2020-07-25 19:06:31,834 - mmaction - INFO - Epoch [25][1060/3757] lr: 1.000e-03, eta: 16:41:11, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1989, loss: 1.1989, grad_norm: 5.6576 2020-07-25 19:06:44,184 - mmaction - INFO - Epoch [25][1080/3757] lr: 1.000e-03, eta: 16:40:58, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8953, loss_cls: 1.1697, loss: 1.1697, grad_norm: 5.5943 2020-07-25 19:06:56,408 - mmaction - INFO - Epoch [25][1100/3757] lr: 1.000e-03, eta: 16:40:45, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1686, loss: 1.1686, grad_norm: 5.4304 2020-07-25 19:07:08,643 - mmaction - INFO - Epoch [25][1120/3757] lr: 1.000e-03, eta: 16:40:33, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.2152, loss: 1.2152, grad_norm: 5.4721 2020-07-25 19:07:20,988 - mmaction - INFO - Epoch [25][1140/3757] lr: 1.000e-03, eta: 16:40:20, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8852, loss_cls: 1.2305, loss: 1.2305, grad_norm: 5.6191 2020-07-25 19:07:33,242 - mmaction - INFO - Epoch [25][1160/3757] lr: 1.000e-03, eta: 16:40:07, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8867, loss_cls: 1.2009, loss: 1.2009, grad_norm: 5.5237 2020-07-25 19:07:45,337 - mmaction - INFO - Epoch [25][1180/3757] lr: 1.000e-03, eta: 16:39:55, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8883, loss_cls: 1.2066, loss: 1.2066, grad_norm: 5.6544 2020-07-25 19:07:57,522 - mmaction - INFO - Epoch [25][1200/3757] lr: 1.000e-03, eta: 16:39:42, time: 0.610, data_time: 0.002, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0699, loss: 1.0699, grad_norm: 5.2277 2020-07-25 19:08:09,673 - mmaction - INFO - Epoch [25][1220/3757] lr: 1.000e-03, eta: 16:39:29, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8922, loss_cls: 1.2047, loss: 1.2047, grad_norm: 5.6598 2020-07-25 19:08:21,873 - mmaction - INFO - Epoch [25][1240/3757] lr: 1.000e-03, eta: 16:39:17, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.6735 2020-07-25 19:08:34,040 - mmaction - INFO - Epoch [25][1260/3757] lr: 1.000e-03, eta: 16:39:04, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9016, loss_cls: 1.0782, loss: 1.0782, grad_norm: 5.2517 2020-07-25 19:08:48,682 - mmaction - INFO - Epoch [25][1280/3757] lr: 1.000e-03, eta: 16:38:51, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.9078, loss_cls: 1.1758, loss: 1.1758, grad_norm: 5.5874 2020-07-25 19:09:00,970 - mmaction - INFO - Epoch [25][1300/3757] lr: 1.000e-03, eta: 16:38:41, time: 0.737, data_time: 0.133, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8938, loss_cls: 1.1415, loss: 1.1415, grad_norm: 5.2605 2020-07-25 19:09:13,219 - mmaction - INFO - Epoch [25][1320/3757] lr: 1.000e-03, eta: 16:38:29, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2659, loss: 1.2659, grad_norm: 5.5510 2020-07-25 19:09:25,313 - mmaction - INFO - Epoch [25][1340/3757] lr: 1.000e-03, eta: 16:38:16, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8969, loss_cls: 1.1502, loss: 1.1502, grad_norm: 5.5028 2020-07-25 19:09:37,632 - mmaction - INFO - Epoch [25][1360/3757] lr: 1.000e-03, eta: 16:38:03, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8789, loss_cls: 1.2525, loss: 1.2525, grad_norm: 5.5194 2020-07-25 19:09:49,819 - mmaction - INFO - Epoch [25][1380/3757] lr: 1.000e-03, eta: 16:37:51, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8797, loss_cls: 1.1965, loss: 1.1965, grad_norm: 5.6138 2020-07-25 19:10:02,272 - mmaction - INFO - Epoch [25][1400/3757] lr: 1.000e-03, eta: 16:37:38, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8914, loss_cls: 1.1591, loss: 1.1591, grad_norm: 5.3058 2020-07-25 19:10:14,309 - mmaction - INFO - Epoch [25][1420/3757] lr: 1.000e-03, eta: 16:37:25, time: 0.602, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.2116, loss: 1.2116, grad_norm: 5.5416 2020-07-25 19:10:26,506 - mmaction - INFO - Epoch [25][1440/3757] lr: 1.000e-03, eta: 16:37:13, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1787, loss: 1.1787, grad_norm: 5.4544 2020-07-25 19:10:38,658 - mmaction - INFO - Epoch [25][1460/3757] lr: 1.000e-03, eta: 16:37:00, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2056, loss: 1.2056, grad_norm: 5.6684 2020-07-25 19:10:51,070 - mmaction - INFO - Epoch [25][1480/3757] lr: 1.000e-03, eta: 16:36:47, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1163, loss: 1.1163, grad_norm: 5.3265 2020-07-25 19:11:03,138 - mmaction - INFO - Epoch [25][1500/3757] lr: 1.000e-03, eta: 16:36:35, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2316, loss: 1.2316, grad_norm: 5.4734 2020-07-25 19:11:15,390 - mmaction - INFO - Epoch [25][1520/3757] lr: 1.000e-03, eta: 16:36:22, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1924, loss: 1.1924, grad_norm: 5.3732 2020-07-25 19:11:27,720 - mmaction - INFO - Epoch [25][1540/3757] lr: 1.000e-03, eta: 16:36:09, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2803, loss: 1.2803, grad_norm: 5.7200 2020-07-25 19:11:40,114 - mmaction - INFO - Epoch [25][1560/3757] lr: 1.000e-03, eta: 16:35:57, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8992, loss_cls: 1.1222, loss: 1.1222, grad_norm: 5.4124 2020-07-25 19:11:52,295 - mmaction - INFO - Epoch [25][1580/3757] lr: 1.000e-03, eta: 16:35:44, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8945, loss_cls: 1.1878, loss: 1.1878, grad_norm: 5.4640 2020-07-25 19:12:04,542 - mmaction - INFO - Epoch [25][1600/3757] lr: 1.000e-03, eta: 16:35:32, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1790, loss: 1.1790, grad_norm: 5.3894 2020-07-25 19:12:16,813 - mmaction - INFO - Epoch [25][1620/3757] lr: 1.000e-03, eta: 16:35:19, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8898, loss_cls: 1.2057, loss: 1.2057, grad_norm: 5.5874 2020-07-25 19:12:29,058 - mmaction - INFO - Epoch [25][1640/3757] lr: 1.000e-03, eta: 16:35:06, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.9023, loss_cls: 1.1449, loss: 1.1449, grad_norm: 5.5156 2020-07-25 19:12:41,202 - mmaction - INFO - Epoch [25][1660/3757] lr: 1.000e-03, eta: 16:34:54, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8820, loss_cls: 1.2069, loss: 1.2069, grad_norm: 5.6440 2020-07-25 19:12:53,477 - mmaction - INFO - Epoch [25][1680/3757] lr: 1.000e-03, eta: 16:34:41, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2657, loss: 1.2657, grad_norm: 5.5013 2020-07-25 19:13:05,633 - mmaction - INFO - Epoch [25][1700/3757] lr: 1.000e-03, eta: 16:34:28, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.2276, loss: 1.2276, grad_norm: 5.5435 2020-07-25 19:13:17,833 - mmaction - INFO - Epoch [25][1720/3757] lr: 1.000e-03, eta: 16:34:16, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1035, loss: 1.1035, grad_norm: 5.3275 2020-07-25 19:13:30,014 - mmaction - INFO - Epoch [25][1740/3757] lr: 1.000e-03, eta: 16:34:03, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.2001, loss: 1.2001, grad_norm: 5.5801 2020-07-25 19:13:42,303 - mmaction - INFO - Epoch [25][1760/3757] lr: 1.000e-03, eta: 16:33:50, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8781, loss_cls: 1.2390, loss: 1.2390, grad_norm: 5.5269 2020-07-25 19:13:54,581 - mmaction - INFO - Epoch [25][1780/3757] lr: 1.000e-03, eta: 16:33:38, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1465, loss: 1.1465, grad_norm: 5.4849 2020-07-25 19:14:06,770 - mmaction - INFO - Epoch [25][1800/3757] lr: 1.000e-03, eta: 16:33:25, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1374, loss: 1.1374, grad_norm: 5.3292 2020-07-25 19:14:18,903 - mmaction - INFO - Epoch [25][1820/3757] lr: 1.000e-03, eta: 16:33:12, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8805, loss_cls: 1.2108, loss: 1.2108, grad_norm: 5.5432 2020-07-25 19:14:31,208 - mmaction - INFO - Epoch [25][1840/3757] lr: 1.000e-03, eta: 16:33:00, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1588, loss: 1.1588, grad_norm: 5.5008 2020-07-25 19:14:43,343 - mmaction - INFO - Epoch [25][1860/3757] lr: 1.000e-03, eta: 16:32:47, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8961, loss_cls: 1.1156, loss: 1.1156, grad_norm: 5.3447 2020-07-25 19:14:55,577 - mmaction - INFO - Epoch [25][1880/3757] lr: 1.000e-03, eta: 16:32:34, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.2477, loss: 1.2477, grad_norm: 5.4952 2020-07-25 19:15:07,864 - mmaction - INFO - Epoch [25][1900/3757] lr: 1.000e-03, eta: 16:32:22, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8938, loss_cls: 1.1981, loss: 1.1981, grad_norm: 5.5141 2020-07-25 19:15:20,127 - mmaction - INFO - Epoch [25][1920/3757] lr: 1.000e-03, eta: 16:32:09, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.1880, loss: 1.1880, grad_norm: 5.4684 2020-07-25 19:15:32,324 - mmaction - INFO - Epoch [25][1940/3757] lr: 1.000e-03, eta: 16:31:57, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1508, loss: 1.1508, grad_norm: 5.3668 2020-07-25 19:15:44,717 - mmaction - INFO - Epoch [25][1960/3757] lr: 1.000e-03, eta: 16:31:44, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1683, loss: 1.1683, grad_norm: 5.4502 2020-07-25 19:15:56,965 - mmaction - INFO - Epoch [25][1980/3757] lr: 1.000e-03, eta: 16:31:31, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.1990, loss: 1.1990, grad_norm: 5.5673 2020-07-25 19:16:09,287 - mmaction - INFO - Epoch [25][2000/3757] lr: 1.000e-03, eta: 16:31:19, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.2691, loss: 1.2691, grad_norm: 5.6239 2020-07-25 19:16:21,448 - mmaction - INFO - Epoch [25][2020/3757] lr: 1.000e-03, eta: 16:31:06, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2428, loss: 1.2428, grad_norm: 5.6735 2020-07-25 19:16:33,677 - mmaction - INFO - Epoch [25][2040/3757] lr: 1.000e-03, eta: 16:30:53, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1487, loss: 1.1487, grad_norm: 5.4698 2020-07-25 19:16:45,959 - mmaction - INFO - Epoch [25][2060/3757] lr: 1.000e-03, eta: 16:30:41, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1384, loss: 1.1384, grad_norm: 5.3869 2020-07-25 19:16:58,062 - mmaction - INFO - Epoch [25][2080/3757] lr: 1.000e-03, eta: 16:30:28, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.0664, loss: 1.0664, grad_norm: 5.2426 2020-07-25 19:17:10,257 - mmaction - INFO - Epoch [25][2100/3757] lr: 1.000e-03, eta: 16:30:15, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.1782, loss: 1.1782, grad_norm: 5.4934 2020-07-25 19:17:22,510 - mmaction - INFO - Epoch [25][2120/3757] lr: 1.000e-03, eta: 16:30:03, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1630, loss: 1.1630, grad_norm: 5.5591 2020-07-25 19:17:34,749 - mmaction - INFO - Epoch [25][2140/3757] lr: 1.000e-03, eta: 16:29:50, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.9000, loss_cls: 1.1480, loss: 1.1480, grad_norm: 5.3449 2020-07-25 19:17:46,789 - mmaction - INFO - Epoch [25][2160/3757] lr: 1.000e-03, eta: 16:29:37, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8852, loss_cls: 1.2299, loss: 1.2299, grad_norm: 5.6914 2020-07-25 19:17:59,143 - mmaction - INFO - Epoch [25][2180/3757] lr: 1.000e-03, eta: 16:29:25, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1339, loss: 1.1339, grad_norm: 5.4142 2020-07-25 19:18:11,268 - mmaction - INFO - Epoch [25][2200/3757] lr: 1.000e-03, eta: 16:29:12, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8977, loss_cls: 1.1230, loss: 1.1230, grad_norm: 5.5821 2020-07-25 19:18:23,494 - mmaction - INFO - Epoch [25][2220/3757] lr: 1.000e-03, eta: 16:28:59, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8766, loss_cls: 1.2465, loss: 1.2465, grad_norm: 5.6248 2020-07-25 19:18:35,743 - mmaction - INFO - Epoch [25][2240/3757] lr: 1.000e-03, eta: 16:28:47, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8891, loss_cls: 1.2083, loss: 1.2083, grad_norm: 5.5148 2020-07-25 19:18:48,034 - mmaction - INFO - Epoch [25][2260/3757] lr: 1.000e-03, eta: 16:28:34, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8992, loss_cls: 1.1007, loss: 1.1007, grad_norm: 5.3016 2020-07-25 19:19:00,125 - mmaction - INFO - Epoch [25][2280/3757] lr: 1.000e-03, eta: 16:28:21, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.1928, loss: 1.1928, grad_norm: 5.4793 2020-07-25 19:19:12,340 - mmaction - INFO - Epoch [25][2300/3757] lr: 1.000e-03, eta: 16:28:09, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2401, loss: 1.2401, grad_norm: 5.4762 2020-07-25 19:19:24,458 - mmaction - INFO - Epoch [25][2320/3757] lr: 1.000e-03, eta: 16:27:56, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.2552, loss: 1.2552, grad_norm: 5.8964 2020-07-25 19:19:36,706 - mmaction - INFO - Epoch [25][2340/3757] lr: 1.000e-03, eta: 16:27:43, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.9008, loss_cls: 1.1084, loss: 1.1084, grad_norm: 5.4841 2020-07-25 19:19:48,745 - mmaction - INFO - Epoch [25][2360/3757] lr: 1.000e-03, eta: 16:27:31, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1325, loss: 1.1325, grad_norm: 5.2575 2020-07-25 19:20:01,079 - mmaction - INFO - Epoch [25][2380/3757] lr: 1.000e-03, eta: 16:27:18, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1626, loss: 1.1626, grad_norm: 5.4873 2020-07-25 19:20:13,211 - mmaction - INFO - Epoch [25][2400/3757] lr: 1.000e-03, eta: 16:27:05, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3706, loss: 1.3706, grad_norm: 5.8196 2020-07-25 19:20:25,605 - mmaction - INFO - Epoch [25][2420/3757] lr: 1.000e-03, eta: 16:26:53, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2345, loss: 1.2345, grad_norm: 5.5313 2020-07-25 19:20:37,776 - mmaction - INFO - Epoch [25][2440/3757] lr: 1.000e-03, eta: 16:26:40, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8867, loss_cls: 1.2026, loss: 1.2026, grad_norm: 5.5984 2020-07-25 19:20:50,127 - mmaction - INFO - Epoch [25][2460/3757] lr: 1.000e-03, eta: 16:26:28, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1273, loss: 1.1273, grad_norm: 5.5661 2020-07-25 19:21:02,325 - mmaction - INFO - Epoch [25][2480/3757] lr: 1.000e-03, eta: 16:26:15, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8828, loss_cls: 1.2356, loss: 1.2356, grad_norm: 5.6278 2020-07-25 19:21:14,610 - mmaction - INFO - Epoch [25][2500/3757] lr: 1.000e-03, eta: 16:26:02, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8797, loss_cls: 1.2188, loss: 1.2188, grad_norm: 5.6597 2020-07-25 19:21:26,771 - mmaction - INFO - Epoch [25][2520/3757] lr: 1.000e-03, eta: 16:25:50, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.9117, loss_cls: 1.1386, loss: 1.1386, grad_norm: 5.4349 2020-07-25 19:21:39,046 - mmaction - INFO - Epoch [25][2540/3757] lr: 1.000e-03, eta: 16:25:37, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1450, loss: 1.1450, grad_norm: 5.4920 2020-07-25 19:21:51,095 - mmaction - INFO - Epoch [25][2560/3757] lr: 1.000e-03, eta: 16:25:24, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8859, loss_cls: 1.2124, loss: 1.2124, grad_norm: 5.6738 2020-07-25 19:22:03,318 - mmaction - INFO - Epoch [25][2580/3757] lr: 1.000e-03, eta: 16:25:12, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2487, loss: 1.2487, grad_norm: 5.5218 2020-07-25 19:22:15,615 - mmaction - INFO - Epoch [25][2600/3757] lr: 1.000e-03, eta: 16:24:59, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8906, loss_cls: 1.1891, loss: 1.1891, grad_norm: 5.6077 2020-07-25 19:22:27,597 - mmaction - INFO - Epoch [25][2620/3757] lr: 1.000e-03, eta: 16:24:46, time: 0.599, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.2047, loss: 1.2047, grad_norm: 5.5032 2020-07-25 19:22:39,874 - mmaction - INFO - Epoch [25][2640/3757] lr: 1.000e-03, eta: 16:24:34, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8859, loss_cls: 1.1988, loss: 1.1988, grad_norm: 5.5345 2020-07-25 19:22:52,071 - mmaction - INFO - Epoch [25][2660/3757] lr: 1.000e-03, eta: 16:24:21, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.2027, loss: 1.2027, grad_norm: 5.4965 2020-07-25 19:23:04,324 - mmaction - INFO - Epoch [25][2680/3757] lr: 1.000e-03, eta: 16:24:08, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8789, loss_cls: 1.2095, loss: 1.2095, grad_norm: 5.5808 2020-07-25 19:23:16,640 - mmaction - INFO - Epoch [25][2700/3757] lr: 1.000e-03, eta: 16:23:56, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.2000, loss: 1.2000, grad_norm: 5.4935 2020-07-25 19:23:29,062 - mmaction - INFO - Epoch [25][2720/3757] lr: 1.000e-03, eta: 16:23:43, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.1723, loss: 1.1723, grad_norm: 5.3683 2020-07-25 19:23:41,061 - mmaction - INFO - Epoch [25][2740/3757] lr: 1.000e-03, eta: 16:23:30, time: 0.601, data_time: 0.003, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2197, loss: 1.2197, grad_norm: 5.6029 2020-07-25 19:23:53,443 - mmaction - INFO - Epoch [25][2760/3757] lr: 1.000e-03, eta: 16:23:18, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8945, loss_cls: 1.1730, loss: 1.1730, grad_norm: 5.6380 2020-07-25 19:24:05,591 - mmaction - INFO - Epoch [25][2780/3757] lr: 1.000e-03, eta: 16:23:05, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8781, loss_cls: 1.2384, loss: 1.2384, grad_norm: 5.5483 2020-07-25 19:24:17,834 - mmaction - INFO - Epoch [25][2800/3757] lr: 1.000e-03, eta: 16:22:53, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8781, loss_cls: 1.2453, loss: 1.2453, grad_norm: 5.6119 2020-07-25 19:24:30,096 - mmaction - INFO - Epoch [25][2820/3757] lr: 1.000e-03, eta: 16:22:40, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.9047, loss_cls: 1.1499, loss: 1.1499, grad_norm: 5.5028 2020-07-25 19:24:42,366 - mmaction - INFO - Epoch [25][2840/3757] lr: 1.000e-03, eta: 16:22:27, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.1686, loss: 1.1686, grad_norm: 5.4666 2020-07-25 19:24:54,509 - mmaction - INFO - Epoch [25][2860/3757] lr: 1.000e-03, eta: 16:22:15, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1914, loss: 1.1914, grad_norm: 5.6073 2020-07-25 19:25:06,867 - mmaction - INFO - Epoch [25][2880/3757] lr: 1.000e-03, eta: 16:22:02, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.1966, loss: 1.1966, grad_norm: 5.5417 2020-07-25 19:25:18,983 - mmaction - INFO - Epoch [25][2900/3757] lr: 1.000e-03, eta: 16:21:49, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1802, loss: 1.1802, grad_norm: 5.4215 2020-07-25 19:25:31,318 - mmaction - INFO - Epoch [25][2920/3757] lr: 1.000e-03, eta: 16:21:37, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.2289, loss: 1.2289, grad_norm: 5.6180 2020-07-25 19:25:43,643 - mmaction - INFO - Epoch [25][2940/3757] lr: 1.000e-03, eta: 16:21:24, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.5088 2020-07-25 19:25:55,838 - mmaction - INFO - Epoch [25][2960/3757] lr: 1.000e-03, eta: 16:21:12, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8930, loss_cls: 1.1960, loss: 1.1960, grad_norm: 5.5526 2020-07-25 19:26:08,075 - mmaction - INFO - Epoch [25][2980/3757] lr: 1.000e-03, eta: 16:20:59, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2433, loss: 1.2433, grad_norm: 5.5846 2020-07-25 19:26:20,554 - mmaction - INFO - Epoch [25][3000/3757] lr: 1.000e-03, eta: 16:20:47, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8914, loss_cls: 1.1663, loss: 1.1663, grad_norm: 5.5803 2020-07-25 19:26:32,742 - mmaction - INFO - Epoch [25][3020/3757] lr: 1.000e-03, eta: 16:20:34, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.1099, loss: 1.1099, grad_norm: 5.3119 2020-07-25 19:26:44,980 - mmaction - INFO - Epoch [25][3040/3757] lr: 1.000e-03, eta: 16:20:21, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.2456, loss: 1.2456, grad_norm: 5.5105 2020-07-25 19:26:57,073 - mmaction - INFO - Epoch [25][3060/3757] lr: 1.000e-03, eta: 16:20:09, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8891, loss_cls: 1.2047, loss: 1.2047, grad_norm: 5.6300 2020-07-25 19:27:09,435 - mmaction - INFO - Epoch [25][3080/3757] lr: 1.000e-03, eta: 16:19:56, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8977, loss_cls: 1.1195, loss: 1.1195, grad_norm: 5.4209 2020-07-25 19:27:21,673 - mmaction - INFO - Epoch [25][3100/3757] lr: 1.000e-03, eta: 16:19:43, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2367, loss: 1.2367, grad_norm: 5.5289 2020-07-25 19:27:33,985 - mmaction - INFO - Epoch [25][3120/3757] lr: 1.000e-03, eta: 16:19:31, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8828, loss_cls: 1.2754, loss: 1.2754, grad_norm: 5.6146 2020-07-25 19:27:46,194 - mmaction - INFO - Epoch [25][3140/3757] lr: 1.000e-03, eta: 16:19:18, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.7438 2020-07-25 19:27:58,344 - mmaction - INFO - Epoch [25][3160/3757] lr: 1.000e-03, eta: 16:19:05, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8961, loss_cls: 1.2069, loss: 1.2069, grad_norm: 5.7645 2020-07-25 19:28:10,561 - mmaction - INFO - Epoch [25][3180/3757] lr: 1.000e-03, eta: 16:18:53, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8930, loss_cls: 1.1365, loss: 1.1365, grad_norm: 5.3819 2020-07-25 19:28:22,787 - mmaction - INFO - Epoch [25][3200/3757] lr: 1.000e-03, eta: 16:18:40, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8844, loss_cls: 1.1827, loss: 1.1827, grad_norm: 5.4643 2020-07-25 19:28:34,877 - mmaction - INFO - Epoch [25][3220/3757] lr: 1.000e-03, eta: 16:18:28, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.1528, loss: 1.1528, grad_norm: 5.5902 2020-07-25 19:28:47,246 - mmaction - INFO - Epoch [25][3240/3757] lr: 1.000e-03, eta: 16:18:15, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2600, loss: 1.2600, grad_norm: 5.6690 2020-07-25 19:28:59,395 - mmaction - INFO - Epoch [25][3260/3757] lr: 1.000e-03, eta: 16:18:02, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8883, loss_cls: 1.1919, loss: 1.1919, grad_norm: 5.4934 2020-07-25 19:29:11,654 - mmaction - INFO - Epoch [25][3280/3757] lr: 1.000e-03, eta: 16:17:50, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8883, loss_cls: 1.2172, loss: 1.2172, grad_norm: 5.5656 2020-07-25 19:29:23,711 - mmaction - INFO - Epoch [25][3300/3757] lr: 1.000e-03, eta: 16:17:37, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1749, loss: 1.1749, grad_norm: 5.3545 2020-07-25 19:29:35,965 - mmaction - INFO - Epoch [25][3320/3757] lr: 1.000e-03, eta: 16:17:24, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8758, loss_cls: 1.2869, loss: 1.2869, grad_norm: 5.5499 2020-07-25 19:29:48,095 - mmaction - INFO - Epoch [25][3340/3757] lr: 1.000e-03, eta: 16:17:12, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.1687, loss: 1.1687, grad_norm: 5.3851 2020-07-25 19:30:00,258 - mmaction - INFO - Epoch [25][3360/3757] lr: 1.000e-03, eta: 16:16:59, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1674, loss: 1.1674, grad_norm: 5.4974 2020-07-25 19:30:12,477 - mmaction - INFO - Epoch [25][3380/3757] lr: 1.000e-03, eta: 16:16:46, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.2213, loss: 1.2213, grad_norm: 5.6458 2020-07-25 19:30:24,667 - mmaction - INFO - Epoch [25][3400/3757] lr: 1.000e-03, eta: 16:16:34, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1695, loss: 1.1695, grad_norm: 5.5272 2020-07-25 19:30:36,964 - mmaction - INFO - Epoch [25][3420/3757] lr: 1.000e-03, eta: 16:16:21, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8844, loss_cls: 1.2262, loss: 1.2262, grad_norm: 5.6673 2020-07-25 19:30:49,126 - mmaction - INFO - Epoch [25][3440/3757] lr: 1.000e-03, eta: 16:16:08, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8773, loss_cls: 1.2016, loss: 1.2016, grad_norm: 5.6288 2020-07-25 19:31:01,317 - mmaction - INFO - Epoch [25][3460/3757] lr: 1.000e-03, eta: 16:15:56, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1694, loss: 1.1694, grad_norm: 5.3681 2020-07-25 19:31:13,535 - mmaction - INFO - Epoch [25][3480/3757] lr: 1.000e-03, eta: 16:15:43, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8945, loss_cls: 1.1879, loss: 1.1879, grad_norm: 5.4647 2020-07-25 19:31:25,813 - mmaction - INFO - Epoch [25][3500/3757] lr: 1.000e-03, eta: 16:15:30, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8828, loss_cls: 1.1746, loss: 1.1746, grad_norm: 5.4276 2020-07-25 19:31:38,023 - mmaction - INFO - Epoch [25][3520/3757] lr: 1.000e-03, eta: 16:15:18, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8984, loss_cls: 1.1218, loss: 1.1218, grad_norm: 5.3982 2020-07-25 19:31:50,228 - mmaction - INFO - Epoch [25][3540/3757] lr: 1.000e-03, eta: 16:15:05, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8969, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.5596 2020-07-25 19:32:02,473 - mmaction - INFO - Epoch [25][3560/3757] lr: 1.000e-03, eta: 16:14:52, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8805, loss_cls: 1.2143, loss: 1.2143, grad_norm: 5.5788 2020-07-25 19:32:14,755 - mmaction - INFO - Epoch [25][3580/3757] lr: 1.000e-03, eta: 16:14:40, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1785, loss: 1.1785, grad_norm: 5.5152 2020-07-25 19:32:26,833 - mmaction - INFO - Epoch [25][3600/3757] lr: 1.000e-03, eta: 16:14:27, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8945, loss_cls: 1.1193, loss: 1.1193, grad_norm: 5.5153 2020-07-25 19:32:39,805 - mmaction - INFO - Epoch [25][3620/3757] lr: 1.000e-03, eta: 16:14:15, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.6462 2020-07-25 19:32:51,999 - mmaction - INFO - Epoch [25][3640/3757] lr: 1.000e-03, eta: 16:14:03, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1857, loss: 1.1857, grad_norm: 5.6649 2020-07-25 19:33:04,338 - mmaction - INFO - Epoch [25][3660/3757] lr: 1.000e-03, eta: 16:13:50, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.5966 2020-07-25 19:33:16,438 - mmaction - INFO - Epoch [25][3680/3757] lr: 1.000e-03, eta: 16:13:37, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2307, loss: 1.2307, grad_norm: 5.6304 2020-07-25 19:33:28,621 - mmaction - INFO - Epoch [25][3700/3757] lr: 1.000e-03, eta: 16:13:25, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.2236, loss: 1.2236, grad_norm: 5.4367 2020-07-25 19:33:40,880 - mmaction - INFO - Epoch [25][3720/3757] lr: 1.000e-03, eta: 16:13:12, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8898, loss_cls: 1.1881, loss: 1.1881, grad_norm: 5.5719 2020-07-25 19:33:53,174 - mmaction - INFO - Epoch [25][3740/3757] lr: 1.000e-03, eta: 16:12:59, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8891, loss_cls: 1.2204, loss: 1.2204, grad_norm: 5.4367 2020-07-25 19:34:03,634 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-07-25 19:34:30,476 - mmaction - INFO - Epoch [26][20/3757] lr: 1.000e-03, eta: 16:12:40, time: 1.313, data_time: 0.663, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1337, loss: 1.1337, grad_norm: 5.4691 2020-07-25 19:34:42,731 - mmaction - INFO - Epoch [26][40/3757] lr: 1.000e-03, eta: 16:12:27, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8836, loss_cls: 1.1783, loss: 1.1783, grad_norm: 5.5233 2020-07-25 19:34:54,790 - mmaction - INFO - Epoch [26][60/3757] lr: 1.000e-03, eta: 16:12:14, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2557, loss: 1.2557, grad_norm: 5.5913 2020-07-25 19:35:07,097 - mmaction - INFO - Epoch [26][80/3757] lr: 1.000e-03, eta: 16:12:02, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2008, loss: 1.2008, grad_norm: 5.4761 2020-07-25 19:35:19,045 - mmaction - INFO - Epoch [26][100/3757] lr: 1.000e-03, eta: 16:11:49, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2217, loss: 1.2217, grad_norm: 5.5259 2020-07-25 19:35:31,240 - mmaction - INFO - Epoch [26][120/3757] lr: 1.000e-03, eta: 16:11:36, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.1952, loss: 1.1952, grad_norm: 5.4097 2020-07-25 19:35:43,285 - mmaction - INFO - Epoch [26][140/3757] lr: 1.000e-03, eta: 16:11:23, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1092, loss: 1.1092, grad_norm: 5.2557 2020-07-25 19:35:55,592 - mmaction - INFO - Epoch [26][160/3757] lr: 1.000e-03, eta: 16:11:11, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1942, loss: 1.1942, grad_norm: 5.5626 2020-07-25 19:36:07,766 - mmaction - INFO - Epoch [26][180/3757] lr: 1.000e-03, eta: 16:10:58, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8859, loss_cls: 1.1819, loss: 1.1819, grad_norm: 5.5062 2020-07-25 19:36:19,892 - mmaction - INFO - Epoch [26][200/3757] lr: 1.000e-03, eta: 16:10:45, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.1687, loss: 1.1687, grad_norm: 5.4619 2020-07-25 19:36:32,043 - mmaction - INFO - Epoch [26][220/3757] lr: 1.000e-03, eta: 16:10:33, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2289, loss: 1.2289, grad_norm: 5.6671 2020-07-25 19:36:44,325 - mmaction - INFO - Epoch [26][240/3757] lr: 1.000e-03, eta: 16:10:20, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.1572, loss: 1.1572, grad_norm: 5.3900 2020-07-25 19:36:56,474 - mmaction - INFO - Epoch [26][260/3757] lr: 1.000e-03, eta: 16:10:07, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1098, loss: 1.1098, grad_norm: 5.3964 2020-07-25 19:37:08,729 - mmaction - INFO - Epoch [26][280/3757] lr: 1.000e-03, eta: 16:09:55, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1791, loss: 1.1791, grad_norm: 5.5903 2020-07-25 19:37:20,880 - mmaction - INFO - Epoch [26][300/3757] lr: 1.000e-03, eta: 16:09:42, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.1173, loss: 1.1173, grad_norm: 5.4056 2020-07-25 19:37:33,227 - mmaction - INFO - Epoch [26][320/3757] lr: 1.000e-03, eta: 16:09:29, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8875, loss_cls: 1.1572, loss: 1.1572, grad_norm: 5.5871 2020-07-25 19:37:45,331 - mmaction - INFO - Epoch [26][340/3757] lr: 1.000e-03, eta: 16:09:17, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8852, loss_cls: 1.2000, loss: 1.2000, grad_norm: 5.6257 2020-07-25 19:37:57,650 - mmaction - INFO - Epoch [26][360/3757] lr: 1.000e-03, eta: 16:09:04, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1450, loss: 1.1450, grad_norm: 5.4787 2020-07-25 19:38:09,854 - mmaction - INFO - Epoch [26][380/3757] lr: 1.000e-03, eta: 16:08:52, time: 0.610, data_time: 0.002, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1402, loss: 1.1402, grad_norm: 5.4663 2020-07-25 19:38:22,208 - mmaction - INFO - Epoch [26][400/3757] lr: 1.000e-03, eta: 16:08:39, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8797, loss_cls: 1.2386, loss: 1.2386, grad_norm: 5.6849 2020-07-25 19:38:34,264 - mmaction - INFO - Epoch [26][420/3757] lr: 1.000e-03, eta: 16:08:26, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8984, loss_cls: 1.1709, loss: 1.1709, grad_norm: 5.6529 2020-07-25 19:38:46,274 - mmaction - INFO - Epoch [26][440/3757] lr: 1.000e-03, eta: 16:08:13, time: 0.601, data_time: 0.003, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8930, loss_cls: 1.1916, loss: 1.1916, grad_norm: 5.5206 2020-07-25 19:38:58,474 - mmaction - INFO - Epoch [26][460/3757] lr: 1.000e-03, eta: 16:08:01, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8945, loss_cls: 1.1710, loss: 1.1710, grad_norm: 5.4580 2020-07-25 19:39:10,724 - mmaction - INFO - Epoch [26][480/3757] lr: 1.000e-03, eta: 16:07:48, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.9102, loss_cls: 1.1238, loss: 1.1238, grad_norm: 5.4242 2020-07-25 19:39:22,922 - mmaction - INFO - Epoch [26][500/3757] lr: 1.000e-03, eta: 16:07:35, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1806, loss: 1.1806, grad_norm: 5.5670 2020-07-25 19:39:35,265 - mmaction - INFO - Epoch [26][520/3757] lr: 1.000e-03, eta: 16:07:23, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8961, loss_cls: 1.1752, loss: 1.1752, grad_norm: 5.4950 2020-07-25 19:39:47,348 - mmaction - INFO - Epoch [26][540/3757] lr: 1.000e-03, eta: 16:07:10, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1710, loss: 1.1710, grad_norm: 5.4822 2020-07-25 19:39:59,576 - mmaction - INFO - Epoch [26][560/3757] lr: 1.000e-03, eta: 16:06:58, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1885, loss: 1.1885, grad_norm: 5.7545 2020-07-25 19:40:11,751 - mmaction - INFO - Epoch [26][580/3757] lr: 1.000e-03, eta: 16:06:45, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8930, loss_cls: 1.2028, loss: 1.2028, grad_norm: 5.7957 2020-07-25 19:40:24,224 - mmaction - INFO - Epoch [26][600/3757] lr: 1.000e-03, eta: 16:06:33, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.3392 2020-07-25 19:40:36,477 - mmaction - INFO - Epoch [26][620/3757] lr: 1.000e-03, eta: 16:06:20, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1506, loss: 1.1506, grad_norm: 5.5137 2020-07-25 19:40:48,745 - mmaction - INFO - Epoch [26][640/3757] lr: 1.000e-03, eta: 16:06:07, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8750, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.6332 2020-07-25 19:41:00,877 - mmaction - INFO - Epoch [26][660/3757] lr: 1.000e-03, eta: 16:05:55, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.1979, loss: 1.1979, grad_norm: 5.3724 2020-07-25 19:41:13,180 - mmaction - INFO - Epoch [26][680/3757] lr: 1.000e-03, eta: 16:05:42, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.1746, loss: 1.1746, grad_norm: 5.4775 2020-07-25 19:41:25,290 - mmaction - INFO - Epoch [26][700/3757] lr: 1.000e-03, eta: 16:05:29, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.1548, loss: 1.1548, grad_norm: 5.5692 2020-07-25 19:41:37,538 - mmaction - INFO - Epoch [26][720/3757] lr: 1.000e-03, eta: 16:05:17, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1148, loss: 1.1148, grad_norm: 5.4813 2020-07-25 19:41:49,667 - mmaction - INFO - Epoch [26][740/3757] lr: 1.000e-03, eta: 16:05:04, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8969, loss_cls: 1.1277, loss: 1.1277, grad_norm: 5.4765 2020-07-25 19:42:01,947 - mmaction - INFO - Epoch [26][760/3757] lr: 1.000e-03, eta: 16:04:51, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8828, loss_cls: 1.1905, loss: 1.1905, grad_norm: 5.3601 2020-07-25 19:42:14,064 - mmaction - INFO - Epoch [26][780/3757] lr: 1.000e-03, eta: 16:04:39, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2038, loss: 1.2038, grad_norm: 5.5214 2020-07-25 19:42:26,384 - mmaction - INFO - Epoch [26][800/3757] lr: 1.000e-03, eta: 16:04:26, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1655, loss: 1.1655, grad_norm: 5.5684 2020-07-25 19:42:38,483 - mmaction - INFO - Epoch [26][820/3757] lr: 1.000e-03, eta: 16:04:13, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.2133, loss: 1.2133, grad_norm: 5.5343 2020-07-25 19:42:50,690 - mmaction - INFO - Epoch [26][840/3757] lr: 1.000e-03, eta: 16:04:01, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8891, loss_cls: 1.1528, loss: 1.1528, grad_norm: 5.4243 2020-07-25 19:43:02,944 - mmaction - INFO - Epoch [26][860/3757] lr: 1.000e-03, eta: 16:03:48, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8859, loss_cls: 1.1662, loss: 1.1662, grad_norm: 5.5143 2020-07-25 19:43:15,124 - mmaction - INFO - Epoch [26][880/3757] lr: 1.000e-03, eta: 16:03:35, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2277, loss: 1.2277, grad_norm: 5.6081 2020-07-25 19:43:27,312 - mmaction - INFO - Epoch [26][900/3757] lr: 1.000e-03, eta: 16:03:23, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.1435, loss: 1.1435, grad_norm: 5.5208 2020-07-25 19:43:39,461 - mmaction - INFO - Epoch [26][920/3757] lr: 1.000e-03, eta: 16:03:10, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1509, loss: 1.1509, grad_norm: 5.5058 2020-07-25 19:43:51,652 - mmaction - INFO - Epoch [26][940/3757] lr: 1.000e-03, eta: 16:02:57, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8750, loss_cls: 1.2501, loss: 1.2501, grad_norm: 5.8309 2020-07-25 19:44:03,864 - mmaction - INFO - Epoch [26][960/3757] lr: 1.000e-03, eta: 16:02:45, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9039, loss_cls: 1.1297, loss: 1.1297, grad_norm: 5.4784 2020-07-25 19:44:16,344 - mmaction - INFO - Epoch [26][980/3757] lr: 1.000e-03, eta: 16:02:32, time: 0.625, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.1944, loss: 1.1944, grad_norm: 5.6740 2020-07-25 19:44:28,587 - mmaction - INFO - Epoch [26][1000/3757] lr: 1.000e-03, eta: 16:02:20, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8844, loss_cls: 1.1688, loss: 1.1688, grad_norm: 5.4320 2020-07-25 19:44:40,647 - mmaction - INFO - Epoch [26][1020/3757] lr: 1.000e-03, eta: 16:02:07, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8898, loss_cls: 1.1482, loss: 1.1482, grad_norm: 5.6432 2020-07-25 19:44:52,904 - mmaction - INFO - Epoch [26][1040/3757] lr: 1.000e-03, eta: 16:01:54, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1818, loss: 1.1818, grad_norm: 5.6077 2020-07-25 19:45:05,074 - mmaction - INFO - Epoch [26][1060/3757] lr: 1.000e-03, eta: 16:01:42, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.2007, loss: 1.2007, grad_norm: 5.4801 2020-07-25 19:45:17,380 - mmaction - INFO - Epoch [26][1080/3757] lr: 1.000e-03, eta: 16:01:29, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9023, loss_cls: 1.1135, loss: 1.1135, grad_norm: 5.5241 2020-07-25 19:45:29,580 - mmaction - INFO - Epoch [26][1100/3757] lr: 1.000e-03, eta: 16:01:17, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8852, loss_cls: 1.1666, loss: 1.1666, grad_norm: 5.6082 2020-07-25 19:45:41,813 - mmaction - INFO - Epoch [26][1120/3757] lr: 1.000e-03, eta: 16:01:04, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.2026, loss: 1.2026, grad_norm: 5.4370 2020-07-25 19:45:53,985 - mmaction - INFO - Epoch [26][1140/3757] lr: 1.000e-03, eta: 16:00:51, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.2021, loss: 1.2021, grad_norm: 5.6087 2020-07-25 19:46:06,243 - mmaction - INFO - Epoch [26][1160/3757] lr: 1.000e-03, eta: 16:00:39, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1670, loss: 1.1670, grad_norm: 5.4441 2020-07-25 19:46:18,498 - mmaction - INFO - Epoch [26][1180/3757] lr: 1.000e-03, eta: 16:00:26, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8727, loss_cls: 1.2090, loss: 1.2090, grad_norm: 5.5475 2020-07-25 19:46:30,754 - mmaction - INFO - Epoch [26][1200/3757] lr: 1.000e-03, eta: 16:00:14, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8727, loss_cls: 1.2446, loss: 1.2446, grad_norm: 5.8845 2020-07-25 19:46:42,963 - mmaction - INFO - Epoch [26][1220/3757] lr: 1.000e-03, eta: 16:00:01, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8828, loss_cls: 1.1804, loss: 1.1804, grad_norm: 5.5456 2020-07-25 19:46:55,068 - mmaction - INFO - Epoch [26][1240/3757] lr: 1.000e-03, eta: 15:59:48, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8969, loss_cls: 1.1427, loss: 1.1427, grad_norm: 5.6542 2020-07-25 19:47:07,504 - mmaction - INFO - Epoch [26][1260/3757] lr: 1.000e-03, eta: 15:59:36, time: 0.619, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1833, loss: 1.1833, grad_norm: 5.3818 2020-07-25 19:47:19,676 - mmaction - INFO - Epoch [26][1280/3757] lr: 1.000e-03, eta: 15:59:23, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8930, loss_cls: 1.2023, loss: 1.2023, grad_norm: 5.7433 2020-07-25 19:47:31,961 - mmaction - INFO - Epoch [26][1300/3757] lr: 1.000e-03, eta: 15:59:10, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.1933, loss: 1.1933, grad_norm: 5.4984 2020-07-25 19:47:44,112 - mmaction - INFO - Epoch [26][1320/3757] lr: 1.000e-03, eta: 15:58:58, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8914, loss_cls: 1.1826, loss: 1.1826, grad_norm: 5.6260 2020-07-25 19:47:56,176 - mmaction - INFO - Epoch [26][1340/3757] lr: 1.000e-03, eta: 15:58:45, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1396, loss: 1.1396, grad_norm: 5.3908 2020-07-25 19:48:08,529 - mmaction - INFO - Epoch [26][1360/3757] lr: 1.000e-03, eta: 15:58:33, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8898, loss_cls: 1.1740, loss: 1.1740, grad_norm: 5.5203 2020-07-25 19:48:20,703 - mmaction - INFO - Epoch [26][1380/3757] lr: 1.000e-03, eta: 15:58:20, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8828, loss_cls: 1.2103, loss: 1.2103, grad_norm: 5.5209 2020-07-25 19:48:32,858 - mmaction - INFO - Epoch [26][1400/3757] lr: 1.000e-03, eta: 15:58:07, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1820, loss: 1.1820, grad_norm: 5.6617 2020-07-25 19:48:45,075 - mmaction - INFO - Epoch [26][1420/3757] lr: 1.000e-03, eta: 15:57:55, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7008, top5_acc: 0.9039, loss_cls: 1.1167, loss: 1.1167, grad_norm: 5.6609 2020-07-25 19:48:57,358 - mmaction - INFO - Epoch [26][1440/3757] lr: 1.000e-03, eta: 15:57:42, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8891, loss_cls: 1.2082, loss: 1.2082, grad_norm: 5.5930 2020-07-25 19:49:09,609 - mmaction - INFO - Epoch [26][1460/3757] lr: 1.000e-03, eta: 15:57:29, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2369, loss: 1.2369, grad_norm: 5.4732 2020-07-25 19:49:21,946 - mmaction - INFO - Epoch [26][1480/3757] lr: 1.000e-03, eta: 15:57:17, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8875, loss_cls: 1.1201, loss: 1.1201, grad_norm: 5.2933 2020-07-25 19:49:34,132 - mmaction - INFO - Epoch [26][1500/3757] lr: 1.000e-03, eta: 15:57:04, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1875, loss: 1.1875, grad_norm: 5.4826 2020-07-25 19:49:46,420 - mmaction - INFO - Epoch [26][1520/3757] lr: 1.000e-03, eta: 15:56:52, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1673, loss: 1.1673, grad_norm: 5.6338 2020-07-25 19:49:58,546 - mmaction - INFO - Epoch [26][1540/3757] lr: 1.000e-03, eta: 15:56:39, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1636, loss: 1.1636, grad_norm: 5.5196 2020-07-25 19:50:10,853 - mmaction - INFO - Epoch [26][1560/3757] lr: 1.000e-03, eta: 15:56:26, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8938, loss_cls: 1.1898, loss: 1.1898, grad_norm: 5.7226 2020-07-25 19:50:23,166 - mmaction - INFO - Epoch [26][1580/3757] lr: 1.000e-03, eta: 15:56:14, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1515, loss: 1.1515, grad_norm: 5.5502 2020-07-25 19:50:35,531 - mmaction - INFO - Epoch [26][1600/3757] lr: 1.000e-03, eta: 15:56:01, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8836, loss_cls: 1.2028, loss: 1.2028, grad_norm: 5.5817 2020-07-25 19:50:47,782 - mmaction - INFO - Epoch [26][1620/3757] lr: 1.000e-03, eta: 15:55:49, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8953, loss_cls: 1.1895, loss: 1.1895, grad_norm: 5.4414 2020-07-25 19:50:59,993 - mmaction - INFO - Epoch [26][1640/3757] lr: 1.000e-03, eta: 15:55:36, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8953, loss_cls: 1.1320, loss: 1.1320, grad_norm: 5.6729 2020-07-25 19:51:12,210 - mmaction - INFO - Epoch [26][1660/3757] lr: 1.000e-03, eta: 15:55:24, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8984, loss_cls: 1.1210, loss: 1.1210, grad_norm: 5.5508 2020-07-25 19:51:24,328 - mmaction - INFO - Epoch [26][1680/3757] lr: 1.000e-03, eta: 15:55:11, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1389, loss: 1.1389, grad_norm: 5.3659 2020-07-25 19:51:36,546 - mmaction - INFO - Epoch [26][1700/3757] lr: 1.000e-03, eta: 15:54:58, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8914, loss_cls: 1.1650, loss: 1.1650, grad_norm: 5.5564 2020-07-25 19:51:48,762 - mmaction - INFO - Epoch [26][1720/3757] lr: 1.000e-03, eta: 15:54:45, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1692, loss: 1.1692, grad_norm: 5.5318 2020-07-25 19:52:00,864 - mmaction - INFO - Epoch [26][1740/3757] lr: 1.000e-03, eta: 15:54:33, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1297, loss: 1.1297, grad_norm: 5.5019 2020-07-25 19:52:13,175 - mmaction - INFO - Epoch [26][1760/3757] lr: 1.000e-03, eta: 15:54:20, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8945, loss_cls: 1.1173, loss: 1.1173, grad_norm: 5.5316 2020-07-25 19:52:25,332 - mmaction - INFO - Epoch [26][1780/3757] lr: 1.000e-03, eta: 15:54:08, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1695, loss: 1.1695, grad_norm: 5.5872 2020-07-25 19:52:37,689 - mmaction - INFO - Epoch [26][1800/3757] lr: 1.000e-03, eta: 15:53:55, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1572, loss: 1.1572, grad_norm: 5.6512 2020-07-25 19:52:49,803 - mmaction - INFO - Epoch [26][1820/3757] lr: 1.000e-03, eta: 15:53:42, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9078, loss_cls: 1.0637, loss: 1.0637, grad_norm: 5.4768 2020-07-25 19:53:01,939 - mmaction - INFO - Epoch [26][1840/3757] lr: 1.000e-03, eta: 15:53:30, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1293, loss: 1.1293, grad_norm: 5.4913 2020-07-25 19:53:14,144 - mmaction - INFO - Epoch [26][1860/3757] lr: 1.000e-03, eta: 15:53:17, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1548, loss: 1.1548, grad_norm: 5.6838 2020-07-25 19:53:26,594 - mmaction - INFO - Epoch [26][1880/3757] lr: 1.000e-03, eta: 15:53:05, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.1813, loss: 1.1813, grad_norm: 5.6818 2020-07-25 19:53:38,695 - mmaction - INFO - Epoch [26][1900/3757] lr: 1.000e-03, eta: 15:52:52, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1860, loss: 1.1860, grad_norm: 5.5560 2020-07-25 19:53:50,989 - mmaction - INFO - Epoch [26][1920/3757] lr: 1.000e-03, eta: 15:52:39, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0994, loss: 1.0994, grad_norm: 5.3540 2020-07-25 19:54:03,120 - mmaction - INFO - Epoch [26][1940/3757] lr: 1.000e-03, eta: 15:52:27, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8828, loss_cls: 1.2060, loss: 1.2060, grad_norm: 5.6616 2020-07-25 19:54:15,304 - mmaction - INFO - Epoch [26][1960/3757] lr: 1.000e-03, eta: 15:52:14, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8922, loss_cls: 1.1868, loss: 1.1868, grad_norm: 5.7683 2020-07-25 19:54:27,628 - mmaction - INFO - Epoch [26][1980/3757] lr: 1.000e-03, eta: 15:52:01, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.1793, loss: 1.1793, grad_norm: 5.6616 2020-07-25 19:54:39,789 - mmaction - INFO - Epoch [26][2000/3757] lr: 1.000e-03, eta: 15:51:49, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.2149, loss: 1.2149, grad_norm: 5.6684 2020-07-25 19:54:52,033 - mmaction - INFO - Epoch [26][2020/3757] lr: 1.000e-03, eta: 15:51:36, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8844, loss_cls: 1.2057, loss: 1.2057, grad_norm: 5.5680 2020-07-25 19:55:04,098 - mmaction - INFO - Epoch [26][2040/3757] lr: 1.000e-03, eta: 15:51:23, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.9008, loss_cls: 1.1146, loss: 1.1146, grad_norm: 5.4282 2020-07-25 19:55:16,394 - mmaction - INFO - Epoch [26][2060/3757] lr: 1.000e-03, eta: 15:51:11, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3106, loss: 1.3106, grad_norm: 5.7956 2020-07-25 19:55:28,645 - mmaction - INFO - Epoch [26][2080/3757] lr: 1.000e-03, eta: 15:50:58, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8945, loss_cls: 1.1781, loss: 1.1781, grad_norm: 5.6221 2020-07-25 19:55:40,796 - mmaction - INFO - Epoch [26][2100/3757] lr: 1.000e-03, eta: 15:50:45, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1552, loss: 1.1552, grad_norm: 5.5245 2020-07-25 19:55:53,013 - mmaction - INFO - Epoch [26][2120/3757] lr: 1.000e-03, eta: 15:50:33, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1457, loss: 1.1457, grad_norm: 5.6442 2020-07-25 19:56:05,315 - mmaction - INFO - Epoch [26][2140/3757] lr: 1.000e-03, eta: 15:50:20, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.1705, loss: 1.1705, grad_norm: 5.6717 2020-07-25 19:56:17,453 - mmaction - INFO - Epoch [26][2160/3757] lr: 1.000e-03, eta: 15:50:08, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1838, loss: 1.1838, grad_norm: 5.7402 2020-07-25 19:56:29,714 - mmaction - INFO - Epoch [26][2180/3757] lr: 1.000e-03, eta: 15:49:55, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8977, loss_cls: 1.1336, loss: 1.1336, grad_norm: 5.4931 2020-07-25 19:56:41,802 - mmaction - INFO - Epoch [26][2200/3757] lr: 1.000e-03, eta: 15:49:42, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1673, loss: 1.1673, grad_norm: 5.6626 2020-07-25 19:56:53,962 - mmaction - INFO - Epoch [26][2220/3757] lr: 1.000e-03, eta: 15:49:30, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8859, loss_cls: 1.1834, loss: 1.1834, grad_norm: 5.6571 2020-07-25 19:57:06,224 - mmaction - INFO - Epoch [26][2240/3757] lr: 1.000e-03, eta: 15:49:17, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1254, loss: 1.1254, grad_norm: 5.4136 2020-07-25 19:57:18,253 - mmaction - INFO - Epoch [26][2260/3757] lr: 1.000e-03, eta: 15:49:04, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.1997, loss: 1.1997, grad_norm: 5.7182 2020-07-25 19:57:30,393 - mmaction - INFO - Epoch [26][2280/3757] lr: 1.000e-03, eta: 15:48:52, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2254, loss: 1.2254, grad_norm: 5.6747 2020-07-25 19:57:42,430 - mmaction - INFO - Epoch [26][2300/3757] lr: 1.000e-03, eta: 15:48:39, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8867, loss_cls: 1.2232, loss: 1.2232, grad_norm: 5.7488 2020-07-25 19:57:54,749 - mmaction - INFO - Epoch [26][2320/3757] lr: 1.000e-03, eta: 15:48:26, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2084, loss: 1.2084, grad_norm: 5.7395 2020-07-25 19:58:06,839 - mmaction - INFO - Epoch [26][2340/3757] lr: 1.000e-03, eta: 15:48:14, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1351, loss: 1.1351, grad_norm: 5.4127 2020-07-25 19:58:19,059 - mmaction - INFO - Epoch [26][2360/3757] lr: 1.000e-03, eta: 15:48:01, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1863, loss: 1.1863, grad_norm: 5.5482 2020-07-25 19:58:31,170 - mmaction - INFO - Epoch [26][2380/3757] lr: 1.000e-03, eta: 15:47:48, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8930, loss_cls: 1.1681, loss: 1.1681, grad_norm: 5.5856 2020-07-25 19:58:43,364 - mmaction - INFO - Epoch [26][2400/3757] lr: 1.000e-03, eta: 15:47:35, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0720, loss: 1.0720, grad_norm: 5.3734 2020-07-25 19:58:55,632 - mmaction - INFO - Epoch [26][2420/3757] lr: 1.000e-03, eta: 15:47:23, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8922, loss_cls: 1.1740, loss: 1.1740, grad_norm: 5.5941 2020-07-25 19:59:07,870 - mmaction - INFO - Epoch [26][2440/3757] lr: 1.000e-03, eta: 15:47:10, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1973, loss: 1.1973, grad_norm: 5.6759 2020-07-25 19:59:20,003 - mmaction - INFO - Epoch [26][2460/3757] lr: 1.000e-03, eta: 15:46:58, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2248, loss: 1.2248, grad_norm: 5.7993 2020-07-25 19:59:32,476 - mmaction - INFO - Epoch [26][2480/3757] lr: 1.000e-03, eta: 15:46:45, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2547, loss: 1.2547, grad_norm: 5.5885 2020-07-25 19:59:44,584 - mmaction - INFO - Epoch [26][2500/3757] lr: 1.000e-03, eta: 15:46:33, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8914, loss_cls: 1.1367, loss: 1.1367, grad_norm: 5.4228 2020-07-25 19:59:56,882 - mmaction - INFO - Epoch [26][2520/3757] lr: 1.000e-03, eta: 15:46:20, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1858, loss: 1.1858, grad_norm: 5.5037 2020-07-25 20:00:08,968 - mmaction - INFO - Epoch [26][2540/3757] lr: 1.000e-03, eta: 15:46:07, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8758, loss_cls: 1.2120, loss: 1.2120, grad_norm: 5.9874 2020-07-25 20:00:24,431 - mmaction - INFO - Epoch [26][2560/3757] lr: 1.000e-03, eta: 15:45:58, time: 0.765, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1555, loss: 1.1555, grad_norm: 5.4471 2020-07-25 20:00:36,572 - mmaction - INFO - Epoch [26][2580/3757] lr: 1.000e-03, eta: 15:45:45, time: 0.615, data_time: 0.015, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8844, loss_cls: 1.2078, loss: 1.2078, grad_norm: 5.6897 2020-07-25 20:00:48,749 - mmaction - INFO - Epoch [26][2600/3757] lr: 1.000e-03, eta: 15:45:32, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.2119, loss: 1.2119, grad_norm: 5.7535 2020-07-25 20:01:00,948 - mmaction - INFO - Epoch [26][2620/3757] lr: 1.000e-03, eta: 15:45:20, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.1868, loss: 1.1868, grad_norm: 5.5082 2020-07-25 20:01:13,112 - mmaction - INFO - Epoch [26][2640/3757] lr: 1.000e-03, eta: 15:45:07, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8688, loss_cls: 1.2739, loss: 1.2739, grad_norm: 5.7202 2020-07-25 20:01:25,524 - mmaction - INFO - Epoch [26][2660/3757] lr: 1.000e-03, eta: 15:44:55, time: 0.618, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8734, loss_cls: 1.1883, loss: 1.1883, grad_norm: 5.6615 2020-07-25 20:01:37,663 - mmaction - INFO - Epoch [26][2680/3757] lr: 1.000e-03, eta: 15:44:42, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8883, loss_cls: 1.1780, loss: 1.1780, grad_norm: 5.5472 2020-07-25 20:01:50,191 - mmaction - INFO - Epoch [26][2700/3757] lr: 1.000e-03, eta: 15:44:30, time: 0.622, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8992, loss_cls: 1.1682, loss: 1.1682, grad_norm: 5.6893 2020-07-25 20:02:02,337 - mmaction - INFO - Epoch [26][2720/3757] lr: 1.000e-03, eta: 15:44:17, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.1444, loss: 1.1444, grad_norm: 5.4791 2020-07-25 20:02:14,602 - mmaction - INFO - Epoch [26][2740/3757] lr: 1.000e-03, eta: 15:44:04, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8930, loss_cls: 1.1645, loss: 1.1645, grad_norm: 5.4980 2020-07-25 20:02:26,899 - mmaction - INFO - Epoch [26][2760/3757] lr: 1.000e-03, eta: 15:43:52, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1824, loss: 1.1824, grad_norm: 5.6308 2020-07-25 20:02:39,172 - mmaction - INFO - Epoch [26][2780/3757] lr: 1.000e-03, eta: 15:43:39, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1611, loss: 1.1611, grad_norm: 5.4539 2020-07-25 20:02:51,432 - mmaction - INFO - Epoch [26][2800/3757] lr: 1.000e-03, eta: 15:43:27, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8773, loss_cls: 1.2260, loss: 1.2260, grad_norm: 5.6559 2020-07-25 20:03:03,658 - mmaction - INFO - Epoch [26][2820/3757] lr: 1.000e-03, eta: 15:43:14, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2113, loss: 1.2113, grad_norm: 5.4747 2020-07-25 20:03:15,901 - mmaction - INFO - Epoch [26][2840/3757] lr: 1.000e-03, eta: 15:43:01, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2317, loss: 1.2317, grad_norm: 5.7482 2020-07-25 20:03:28,050 - mmaction - INFO - Epoch [26][2860/3757] lr: 1.000e-03, eta: 15:42:49, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1862, loss: 1.1862, grad_norm: 5.5617 2020-07-25 20:03:40,254 - mmaction - INFO - Epoch [26][2880/3757] lr: 1.000e-03, eta: 15:42:36, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8938, loss_cls: 1.1277, loss: 1.1277, grad_norm: 5.5293 2020-07-25 20:03:52,407 - mmaction - INFO - Epoch [26][2900/3757] lr: 1.000e-03, eta: 15:42:23, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8891, loss_cls: 1.2191, loss: 1.2191, grad_norm: 5.8089 2020-07-25 20:04:04,557 - mmaction - INFO - Epoch [26][2920/3757] lr: 1.000e-03, eta: 15:42:11, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1904, loss: 1.1904, grad_norm: 5.4761 2020-07-25 20:04:16,721 - mmaction - INFO - Epoch [26][2940/3757] lr: 1.000e-03, eta: 15:41:58, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.9023, loss_cls: 1.1218, loss: 1.1218, grad_norm: 5.5280 2020-07-25 20:04:28,677 - mmaction - INFO - Epoch [26][2960/3757] lr: 1.000e-03, eta: 15:41:45, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1505, loss: 1.1505, grad_norm: 5.4473 2020-07-25 20:04:40,889 - mmaction - INFO - Epoch [26][2980/3757] lr: 1.000e-03, eta: 15:41:33, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.1756, loss: 1.1756, grad_norm: 5.4026 2020-07-25 20:04:53,117 - mmaction - INFO - Epoch [26][3000/3757] lr: 1.000e-03, eta: 15:41:20, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8750, loss_cls: 1.2629, loss: 1.2629, grad_norm: 5.6725 2020-07-25 20:05:05,324 - mmaction - INFO - Epoch [26][3020/3757] lr: 1.000e-03, eta: 15:41:07, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8758, loss_cls: 1.1718, loss: 1.1718, grad_norm: 5.7260 2020-07-25 20:05:17,483 - mmaction - INFO - Epoch [26][3040/3757] lr: 1.000e-03, eta: 15:40:55, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2050, loss: 1.2050, grad_norm: 5.6044 2020-07-25 20:05:29,790 - mmaction - INFO - Epoch [26][3060/3757] lr: 1.000e-03, eta: 15:40:42, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.1938, loss: 1.1938, grad_norm: 5.7616 2020-07-25 20:05:41,916 - mmaction - INFO - Epoch [26][3080/3757] lr: 1.000e-03, eta: 15:40:30, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8898, loss_cls: 1.1727, loss: 1.1727, grad_norm: 5.6809 2020-07-25 20:05:54,183 - mmaction - INFO - Epoch [26][3100/3757] lr: 1.000e-03, eta: 15:40:17, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8867, loss_cls: 1.2045, loss: 1.2045, grad_norm: 5.6279 2020-07-25 20:06:06,409 - mmaction - INFO - Epoch [26][3120/3757] lr: 1.000e-03, eta: 15:40:04, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8914, loss_cls: 1.1693, loss: 1.1693, grad_norm: 5.5576 2020-07-25 20:06:18,655 - mmaction - INFO - Epoch [26][3140/3757] lr: 1.000e-03, eta: 15:39:52, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8883, loss_cls: 1.1894, loss: 1.1894, grad_norm: 5.7471 2020-07-25 20:06:30,878 - mmaction - INFO - Epoch [26][3160/3757] lr: 1.000e-03, eta: 15:39:39, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8945, loss_cls: 1.1333, loss: 1.1333, grad_norm: 5.4381 2020-07-25 20:06:43,057 - mmaction - INFO - Epoch [26][3180/3757] lr: 1.000e-03, eta: 15:39:26, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8875, loss_cls: 1.1848, loss: 1.1848, grad_norm: 5.7419 2020-07-25 20:06:55,196 - mmaction - INFO - Epoch [26][3200/3757] lr: 1.000e-03, eta: 15:39:14, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2396, loss: 1.2396, grad_norm: 5.7765 2020-07-25 20:07:07,486 - mmaction - INFO - Epoch [26][3220/3757] lr: 1.000e-03, eta: 15:39:01, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8930, loss_cls: 1.1349, loss: 1.1349, grad_norm: 5.5400 2020-07-25 20:07:19,413 - mmaction - INFO - Epoch [26][3240/3757] lr: 1.000e-03, eta: 15:38:48, time: 0.602, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1936, loss: 1.1936, grad_norm: 5.7423 2020-07-25 20:07:31,653 - mmaction - INFO - Epoch [26][3260/3757] lr: 1.000e-03, eta: 15:38:36, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.9031, loss_cls: 1.1203, loss: 1.1203, grad_norm: 5.6216 2020-07-25 20:07:43,846 - mmaction - INFO - Epoch [26][3280/3757] lr: 1.000e-03, eta: 15:38:23, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2398, loss: 1.2398, grad_norm: 5.7337 2020-07-25 20:07:56,119 - mmaction - INFO - Epoch [26][3300/3757] lr: 1.000e-03, eta: 15:38:11, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1611, loss: 1.1611, grad_norm: 5.4186 2020-07-25 20:08:08,297 - mmaction - INFO - Epoch [26][3320/3757] lr: 1.000e-03, eta: 15:37:58, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8953, loss_cls: 1.1697, loss: 1.1697, grad_norm: 5.5155 2020-07-25 20:08:20,488 - mmaction - INFO - Epoch [26][3340/3757] lr: 1.000e-03, eta: 15:37:45, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.1862, loss: 1.1862, grad_norm: 5.5958 2020-07-25 20:08:32,764 - mmaction - INFO - Epoch [26][3360/3757] lr: 1.000e-03, eta: 15:37:33, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8992, loss_cls: 1.1678, loss: 1.1678, grad_norm: 5.6057 2020-07-25 20:08:45,005 - mmaction - INFO - Epoch [26][3380/3757] lr: 1.000e-03, eta: 15:37:20, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.0992, loss: 1.0992, grad_norm: 5.3461 2020-07-25 20:08:57,252 - mmaction - INFO - Epoch [26][3400/3757] lr: 1.000e-03, eta: 15:37:08, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8797, loss_cls: 1.2555, loss: 1.2555, grad_norm: 5.7688 2020-07-25 20:09:09,519 - mmaction - INFO - Epoch [26][3420/3757] lr: 1.000e-03, eta: 15:36:55, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.9008, loss_cls: 1.1761, loss: 1.1761, grad_norm: 5.6003 2020-07-25 20:09:21,611 - mmaction - INFO - Epoch [26][3440/3757] lr: 1.000e-03, eta: 15:36:42, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1684, loss: 1.1684, grad_norm: 5.4993 2020-07-25 20:09:33,886 - mmaction - INFO - Epoch [26][3460/3757] lr: 1.000e-03, eta: 15:36:30, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8875, loss_cls: 1.2124, loss: 1.2124, grad_norm: 5.8734 2020-07-25 20:09:46,168 - mmaction - INFO - Epoch [26][3480/3757] lr: 1.000e-03, eta: 15:36:17, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8766, loss_cls: 1.1550, loss: 1.1550, grad_norm: 5.5428 2020-07-25 20:09:58,480 - mmaction - INFO - Epoch [26][3500/3757] lr: 1.000e-03, eta: 15:36:05, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.1882, loss: 1.1882, grad_norm: 5.4845 2020-07-25 20:10:10,759 - mmaction - INFO - Epoch [26][3520/3757] lr: 1.000e-03, eta: 15:35:52, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.1431, loss: 1.1431, grad_norm: 5.3657 2020-07-25 20:10:22,972 - mmaction - INFO - Epoch [26][3540/3757] lr: 1.000e-03, eta: 15:35:39, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2243, loss: 1.2243, grad_norm: 5.7359 2020-07-25 20:10:35,153 - mmaction - INFO - Epoch [26][3560/3757] lr: 1.000e-03, eta: 15:35:27, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1739, loss: 1.1739, grad_norm: 5.5578 2020-07-25 20:10:47,421 - mmaction - INFO - Epoch [26][3580/3757] lr: 1.000e-03, eta: 15:35:14, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.1735, loss: 1.1735, grad_norm: 5.6359 2020-07-25 20:10:59,660 - mmaction - INFO - Epoch [26][3600/3757] lr: 1.000e-03, eta: 15:35:02, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.2531, loss: 1.2531, grad_norm: 5.8235 2020-07-25 20:11:11,910 - mmaction - INFO - Epoch [26][3620/3757] lr: 1.000e-03, eta: 15:34:49, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8828, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.5724 2020-07-25 20:11:23,910 - mmaction - INFO - Epoch [26][3640/3757] lr: 1.000e-03, eta: 15:34:36, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8828, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.8829 2020-07-25 20:11:36,198 - mmaction - INFO - Epoch [26][3660/3757] lr: 1.000e-03, eta: 15:34:24, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8898, loss_cls: 1.1937, loss: 1.1937, grad_norm: 5.6612 2020-07-25 20:11:48,266 - mmaction - INFO - Epoch [26][3680/3757] lr: 1.000e-03, eta: 15:34:11, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.1876, loss: 1.1876, grad_norm: 5.6259 2020-07-25 20:12:00,581 - mmaction - INFO - Epoch [26][3700/3757] lr: 1.000e-03, eta: 15:33:58, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.1783, loss: 1.1783, grad_norm: 5.4446 2020-07-25 20:12:12,710 - mmaction - INFO - Epoch [26][3720/3757] lr: 1.000e-03, eta: 15:33:46, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8875, loss_cls: 1.1952, loss: 1.1952, grad_norm: 5.6678 2020-07-25 20:12:24,931 - mmaction - INFO - Epoch [26][3740/3757] lr: 1.000e-03, eta: 15:33:33, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8883, loss_cls: 1.1798, loss: 1.1798, grad_norm: 5.6042 2020-07-25 20:12:35,410 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-07-25 20:13:02,235 - mmaction - INFO - Epoch [27][20/3757] lr: 1.000e-03, eta: 15:33:13, time: 1.307, data_time: 0.697, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1540, loss: 1.1540, grad_norm: 5.5141 2020-07-25 20:13:14,427 - mmaction - INFO - Epoch [27][40/3757] lr: 1.000e-03, eta: 15:33:00, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8953, loss_cls: 1.1319, loss: 1.1319, grad_norm: 5.5855 2020-07-25 20:13:26,514 - mmaction - INFO - Epoch [27][60/3757] lr: 1.000e-03, eta: 15:32:48, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2166, loss: 1.2166, grad_norm: 5.7515 2020-07-25 20:13:38,553 - mmaction - INFO - Epoch [27][80/3757] lr: 1.000e-03, eta: 15:32:35, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9125, loss_cls: 1.0389, loss: 1.0389, grad_norm: 5.3583 2020-07-25 20:13:50,908 - mmaction - INFO - Epoch [27][100/3757] lr: 1.000e-03, eta: 15:32:22, time: 0.618, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.5809 2020-07-25 20:14:03,147 - mmaction - INFO - Epoch [27][120/3757] lr: 1.000e-03, eta: 15:32:10, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8852, loss_cls: 1.1965, loss: 1.1965, grad_norm: 5.6269 2020-07-25 20:14:15,339 - mmaction - INFO - Epoch [27][140/3757] lr: 1.000e-03, eta: 15:31:57, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1474, loss: 1.1474, grad_norm: 5.5666 2020-07-25 20:14:27,394 - mmaction - INFO - Epoch [27][160/3757] lr: 1.000e-03, eta: 15:31:44, time: 0.609, data_time: 0.009, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9062, loss_cls: 1.0956, loss: 1.0956, grad_norm: 5.5200 2020-07-25 20:14:39,567 - mmaction - INFO - Epoch [27][180/3757] lr: 1.000e-03, eta: 15:31:32, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1387, loss: 1.1387, grad_norm: 5.4692 2020-07-25 20:14:51,759 - mmaction - INFO - Epoch [27][200/3757] lr: 1.000e-03, eta: 15:31:19, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8898, loss_cls: 1.1885, loss: 1.1885, grad_norm: 5.7131 2020-07-25 20:15:03,985 - mmaction - INFO - Epoch [27][220/3757] lr: 1.000e-03, eta: 15:31:07, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.4681 2020-07-25 20:15:16,085 - mmaction - INFO - Epoch [27][240/3757] lr: 1.000e-03, eta: 15:30:54, time: 0.605, data_time: 0.002, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1587, loss: 1.1587, grad_norm: 5.5891 2020-07-25 20:15:28,426 - mmaction - INFO - Epoch [27][260/3757] lr: 1.000e-03, eta: 15:30:41, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1329, loss: 1.1329, grad_norm: 5.5084 2020-07-25 20:15:40,444 - mmaction - INFO - Epoch [27][280/3757] lr: 1.000e-03, eta: 15:30:29, time: 0.608, data_time: 0.009, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1162, loss: 1.1162, grad_norm: 5.4842 2020-07-25 20:15:52,588 - mmaction - INFO - Epoch [27][300/3757] lr: 1.000e-03, eta: 15:30:16, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.1494, loss: 1.1494, grad_norm: 5.5700 2020-07-25 20:16:04,850 - mmaction - INFO - Epoch [27][320/3757] lr: 1.000e-03, eta: 15:30:03, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1711, loss: 1.1711, grad_norm: 5.6603 2020-07-25 20:16:17,005 - mmaction - INFO - Epoch [27][340/3757] lr: 1.000e-03, eta: 15:29:51, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8938, loss_cls: 1.1051, loss: 1.1051, grad_norm: 5.5506 2020-07-25 20:16:29,275 - mmaction - INFO - Epoch [27][360/3757] lr: 1.000e-03, eta: 15:29:38, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8805, loss_cls: 1.2116, loss: 1.2116, grad_norm: 5.6236 2020-07-25 20:16:41,634 - mmaction - INFO - Epoch [27][380/3757] lr: 1.000e-03, eta: 15:29:26, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8984, loss_cls: 1.1195, loss: 1.1195, grad_norm: 5.7542 2020-07-25 20:16:53,852 - mmaction - INFO - Epoch [27][400/3757] lr: 1.000e-03, eta: 15:29:13, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.2546, loss: 1.2546, grad_norm: 5.6759 2020-07-25 20:17:06,132 - mmaction - INFO - Epoch [27][420/3757] lr: 1.000e-03, eta: 15:29:00, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1025, loss: 1.1025, grad_norm: 5.4644 2020-07-25 20:17:18,448 - mmaction - INFO - Epoch [27][440/3757] lr: 1.000e-03, eta: 15:28:48, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1456, loss: 1.1456, grad_norm: 5.5646 2020-07-25 20:17:30,677 - mmaction - INFO - Epoch [27][460/3757] lr: 1.000e-03, eta: 15:28:35, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8984, loss_cls: 1.1404, loss: 1.1404, grad_norm: 5.6599 2020-07-25 20:17:42,813 - mmaction - INFO - Epoch [27][480/3757] lr: 1.000e-03, eta: 15:28:23, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8953, loss_cls: 1.1732, loss: 1.1732, grad_norm: 5.7850 2020-07-25 20:17:55,164 - mmaction - INFO - Epoch [27][500/3757] lr: 1.000e-03, eta: 15:28:10, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.1434, loss: 1.1434, grad_norm: 5.7371 2020-07-25 20:18:07,372 - mmaction - INFO - Epoch [27][520/3757] lr: 1.000e-03, eta: 15:27:58, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8961, loss_cls: 1.1212, loss: 1.1212, grad_norm: 5.6227 2020-07-25 20:18:19,647 - mmaction - INFO - Epoch [27][540/3757] lr: 1.000e-03, eta: 15:27:45, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8953, loss_cls: 1.1783, loss: 1.1783, grad_norm: 5.5960 2020-07-25 20:18:31,906 - mmaction - INFO - Epoch [27][560/3757] lr: 1.000e-03, eta: 15:27:32, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1720, loss: 1.1720, grad_norm: 5.5410 2020-07-25 20:18:44,155 - mmaction - INFO - Epoch [27][580/3757] lr: 1.000e-03, eta: 15:27:20, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.0857, loss: 1.0857, grad_norm: 5.4018 2020-07-25 20:18:56,207 - mmaction - INFO - Epoch [27][600/3757] lr: 1.000e-03, eta: 15:27:07, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1776, loss: 1.1776, grad_norm: 5.6420 2020-07-25 20:19:08,504 - mmaction - INFO - Epoch [27][620/3757] lr: 1.000e-03, eta: 15:26:55, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1301, loss: 1.1301, grad_norm: 5.3958 2020-07-25 20:19:20,632 - mmaction - INFO - Epoch [27][640/3757] lr: 1.000e-03, eta: 15:26:42, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1152, loss: 1.1152, grad_norm: 5.5166 2020-07-25 20:19:32,944 - mmaction - INFO - Epoch [27][660/3757] lr: 1.000e-03, eta: 15:26:29, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2086, loss: 1.2086, grad_norm: 5.7988 2020-07-25 20:19:45,014 - mmaction - INFO - Epoch [27][680/3757] lr: 1.000e-03, eta: 15:26:17, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8922, loss_cls: 1.1619, loss: 1.1619, grad_norm: 5.6474 2020-07-25 20:19:57,217 - mmaction - INFO - Epoch [27][700/3757] lr: 1.000e-03, eta: 15:26:04, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2069, loss: 1.2069, grad_norm: 5.7417 2020-07-25 20:20:09,497 - mmaction - INFO - Epoch [27][720/3757] lr: 1.000e-03, eta: 15:25:51, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9008, loss_cls: 1.1308, loss: 1.1308, grad_norm: 5.5272 2020-07-25 20:20:21,757 - mmaction - INFO - Epoch [27][740/3757] lr: 1.000e-03, eta: 15:25:39, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8891, loss_cls: 1.1869, loss: 1.1869, grad_norm: 5.7922 2020-07-25 20:20:34,016 - mmaction - INFO - Epoch [27][760/3757] lr: 1.000e-03, eta: 15:25:26, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8914, loss_cls: 1.2071, loss: 1.2071, grad_norm: 5.5739 2020-07-25 20:20:46,273 - mmaction - INFO - Epoch [27][780/3757] lr: 1.000e-03, eta: 15:25:14, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.9023, loss_cls: 1.1432, loss: 1.1432, grad_norm: 5.5947 2020-07-25 20:20:58,560 - mmaction - INFO - Epoch [27][800/3757] lr: 1.000e-03, eta: 15:25:01, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8758, loss_cls: 1.2164, loss: 1.2164, grad_norm: 5.6176 2020-07-25 20:21:10,664 - mmaction - INFO - Epoch [27][820/3757] lr: 1.000e-03, eta: 15:24:48, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.2631, loss: 1.2631, grad_norm: 5.9034 2020-07-25 20:21:22,934 - mmaction - INFO - Epoch [27][840/3757] lr: 1.000e-03, eta: 15:24:36, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1703, loss: 1.1703, grad_norm: 5.5718 2020-07-25 20:21:35,120 - mmaction - INFO - Epoch [27][860/3757] lr: 1.000e-03, eta: 15:24:23, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1479, loss: 1.1479, grad_norm: 5.5794 2020-07-25 20:21:47,396 - mmaction - INFO - Epoch [27][880/3757] lr: 1.000e-03, eta: 15:24:11, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8945, loss_cls: 1.0679, loss: 1.0679, grad_norm: 5.3933 2020-07-25 20:21:59,534 - mmaction - INFO - Epoch [27][900/3757] lr: 1.000e-03, eta: 15:23:58, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8898, loss_cls: 1.1699, loss: 1.1699, grad_norm: 5.5814 2020-07-25 20:22:11,817 - mmaction - INFO - Epoch [27][920/3757] lr: 1.000e-03, eta: 15:23:45, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8938, loss_cls: 1.1147, loss: 1.1147, grad_norm: 5.6082 2020-07-25 20:22:23,981 - mmaction - INFO - Epoch [27][940/3757] lr: 1.000e-03, eta: 15:23:33, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.0889, loss: 1.0889, grad_norm: 5.4623 2020-07-25 20:22:36,155 - mmaction - INFO - Epoch [27][960/3757] lr: 1.000e-03, eta: 15:23:20, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.2192, loss: 1.2192, grad_norm: 5.7005 2020-07-25 20:22:48,273 - mmaction - INFO - Epoch [27][980/3757] lr: 1.000e-03, eta: 15:23:08, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9117, loss_cls: 1.0717, loss: 1.0717, grad_norm: 5.5066 2020-07-25 20:23:00,465 - mmaction - INFO - Epoch [27][1000/3757] lr: 1.000e-03, eta: 15:22:55, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9023, loss_cls: 1.1212, loss: 1.1212, grad_norm: 5.5986 2020-07-25 20:23:12,517 - mmaction - INFO - Epoch [27][1020/3757] lr: 1.000e-03, eta: 15:22:42, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2254, loss: 1.2254, grad_norm: 5.7807 2020-07-25 20:23:24,646 - mmaction - INFO - Epoch [27][1040/3757] lr: 1.000e-03, eta: 15:22:29, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8969, loss_cls: 1.1474, loss: 1.1474, grad_norm: 5.6074 2020-07-25 20:23:36,823 - mmaction - INFO - Epoch [27][1060/3757] lr: 1.000e-03, eta: 15:22:17, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.1056, loss: 1.1056, grad_norm: 5.4011 2020-07-25 20:23:49,047 - mmaction - INFO - Epoch [27][1080/3757] lr: 1.000e-03, eta: 15:22:04, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8883, loss_cls: 1.2282, loss: 1.2282, grad_norm: 5.7690 2020-07-25 20:24:01,104 - mmaction - INFO - Epoch [27][1100/3757] lr: 1.000e-03, eta: 15:21:51, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2219, loss: 1.2219, grad_norm: 5.8701 2020-07-25 20:24:13,426 - mmaction - INFO - Epoch [27][1120/3757] lr: 1.000e-03, eta: 15:21:39, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.0917, loss: 1.0917, grad_norm: 5.5451 2020-07-25 20:24:25,610 - mmaction - INFO - Epoch [27][1140/3757] lr: 1.000e-03, eta: 15:21:26, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8867, loss_cls: 1.1792, loss: 1.1792, grad_norm: 5.6632 2020-07-25 20:24:37,899 - mmaction - INFO - Epoch [27][1160/3757] lr: 1.000e-03, eta: 15:21:14, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8891, loss_cls: 1.1779, loss: 1.1779, grad_norm: 5.7174 2020-07-25 20:24:50,013 - mmaction - INFO - Epoch [27][1180/3757] lr: 1.000e-03, eta: 15:21:01, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.1023, loss: 1.1023, grad_norm: 5.6196 2020-07-25 20:25:02,241 - mmaction - INFO - Epoch [27][1200/3757] lr: 1.000e-03, eta: 15:20:48, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1312, loss: 1.1312, grad_norm: 5.4822 2020-07-25 20:25:14,601 - mmaction - INFO - Epoch [27][1220/3757] lr: 1.000e-03, eta: 15:20:36, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8977, loss_cls: 1.1419, loss: 1.1419, grad_norm: 5.6917 2020-07-25 20:25:26,744 - mmaction - INFO - Epoch [27][1240/3757] lr: 1.000e-03, eta: 15:20:23, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1252, loss: 1.1252, grad_norm: 5.6163 2020-07-25 20:25:38,981 - mmaction - INFO - Epoch [27][1260/3757] lr: 1.000e-03, eta: 15:20:11, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.1402, loss: 1.1402, grad_norm: 5.4988 2020-07-25 20:25:51,297 - mmaction - INFO - Epoch [27][1280/3757] lr: 1.000e-03, eta: 15:19:58, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9047, loss_cls: 1.0642, loss: 1.0642, grad_norm: 5.3553 2020-07-25 20:26:03,433 - mmaction - INFO - Epoch [27][1300/3757] lr: 1.000e-03, eta: 15:19:46, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1811, loss: 1.1811, grad_norm: 5.7034 2020-07-25 20:26:15,760 - mmaction - INFO - Epoch [27][1320/3757] lr: 1.000e-03, eta: 15:19:33, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.0920, loss: 1.0920, grad_norm: 5.5044 2020-07-25 20:26:27,845 - mmaction - INFO - Epoch [27][1340/3757] lr: 1.000e-03, eta: 15:19:20, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1586, loss: 1.1586, grad_norm: 5.7277 2020-07-25 20:26:40,292 - mmaction - INFO - Epoch [27][1360/3757] lr: 1.000e-03, eta: 15:19:08, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8711, loss_cls: 1.1680, loss: 1.1680, grad_norm: 5.6081 2020-07-25 20:26:52,534 - mmaction - INFO - Epoch [27][1380/3757] lr: 1.000e-03, eta: 15:18:55, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.6298 2020-07-25 20:27:04,631 - mmaction - INFO - Epoch [27][1400/3757] lr: 1.000e-03, eta: 15:18:43, time: 0.602, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.2988, loss: 1.2988, grad_norm: 5.8716 2020-07-25 20:27:16,806 - mmaction - INFO - Epoch [27][1420/3757] lr: 1.000e-03, eta: 15:18:30, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8859, loss_cls: 1.2483, loss: 1.2483, grad_norm: 5.9289 2020-07-25 20:27:29,004 - mmaction - INFO - Epoch [27][1440/3757] lr: 1.000e-03, eta: 15:18:17, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8938, loss_cls: 1.1524, loss: 1.1524, grad_norm: 5.5977 2020-07-25 20:27:41,067 - mmaction - INFO - Epoch [27][1460/3757] lr: 1.000e-03, eta: 15:18:05, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8859, loss_cls: 1.2709, loss: 1.2709, grad_norm: 5.7482 2020-07-25 20:27:53,326 - mmaction - INFO - Epoch [27][1480/3757] lr: 1.000e-03, eta: 15:17:52, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8852, loss_cls: 1.1519, loss: 1.1519, grad_norm: 5.6048 2020-07-25 20:28:05,405 - mmaction - INFO - Epoch [27][1500/3757] lr: 1.000e-03, eta: 15:17:39, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1820, loss: 1.1820, grad_norm: 5.7506 2020-07-25 20:28:17,701 - mmaction - INFO - Epoch [27][1520/3757] lr: 1.000e-03, eta: 15:17:27, time: 0.615, data_time: 0.002, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8859, loss_cls: 1.1771, loss: 1.1771, grad_norm: 5.6352 2020-07-25 20:28:29,959 - mmaction - INFO - Epoch [27][1540/3757] lr: 1.000e-03, eta: 15:17:14, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8992, loss_cls: 1.1621, loss: 1.1621, grad_norm: 5.7255 2020-07-25 20:28:42,159 - mmaction - INFO - Epoch [27][1560/3757] lr: 1.000e-03, eta: 15:17:02, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9086, loss_cls: 1.0873, loss: 1.0873, grad_norm: 5.5391 2020-07-25 20:28:54,449 - mmaction - INFO - Epoch [27][1580/3757] lr: 1.000e-03, eta: 15:16:49, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8836, loss_cls: 1.1912, loss: 1.1912, grad_norm: 5.7872 2020-07-25 20:29:06,483 - mmaction - INFO - Epoch [27][1600/3757] lr: 1.000e-03, eta: 15:16:36, time: 0.608, data_time: 0.009, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.1981, loss: 1.1981, grad_norm: 5.7377 2020-07-25 20:29:18,789 - mmaction - INFO - Epoch [27][1620/3757] lr: 1.000e-03, eta: 15:16:24, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8930, loss_cls: 1.1826, loss: 1.1826, grad_norm: 5.5984 2020-07-25 20:29:30,926 - mmaction - INFO - Epoch [27][1640/3757] lr: 1.000e-03, eta: 15:16:11, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1220, loss: 1.1220, grad_norm: 5.4828 2020-07-25 20:29:43,148 - mmaction - INFO - Epoch [27][1660/3757] lr: 1.000e-03, eta: 15:15:59, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.8883, loss_cls: 1.0988, loss: 1.0988, grad_norm: 5.3757 2020-07-25 20:29:55,189 - mmaction - INFO - Epoch [27][1680/3757] lr: 1.000e-03, eta: 15:15:46, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8758, loss_cls: 1.2470, loss: 1.2470, grad_norm: 5.8891 2020-07-25 20:30:07,462 - mmaction - INFO - Epoch [27][1700/3757] lr: 1.000e-03, eta: 15:15:33, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8750, loss_cls: 1.2413, loss: 1.2413, grad_norm: 5.7229 2020-07-25 20:30:19,631 - mmaction - INFO - Epoch [27][1720/3757] lr: 1.000e-03, eta: 15:15:21, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1546, loss: 1.1546, grad_norm: 5.6786 2020-07-25 20:30:31,906 - mmaction - INFO - Epoch [27][1740/3757] lr: 1.000e-03, eta: 15:15:08, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8961, loss_cls: 1.1676, loss: 1.1676, grad_norm: 5.4706 2020-07-25 20:30:43,977 - mmaction - INFO - Epoch [27][1760/3757] lr: 1.000e-03, eta: 15:14:55, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8820, loss_cls: 1.1107, loss: 1.1107, grad_norm: 5.3894 2020-07-25 20:30:56,261 - mmaction - INFO - Epoch [27][1780/3757] lr: 1.000e-03, eta: 15:14:43, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8844, loss_cls: 1.1876, loss: 1.1876, grad_norm: 5.8154 2020-07-25 20:31:08,476 - mmaction - INFO - Epoch [27][1800/3757] lr: 1.000e-03, eta: 15:14:30, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1893, loss: 1.1893, grad_norm: 5.7476 2020-07-25 20:31:20,868 - mmaction - INFO - Epoch [27][1820/3757] lr: 1.000e-03, eta: 15:14:18, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9023, loss_cls: 1.0948, loss: 1.0948, grad_norm: 5.6667 2020-07-25 20:31:33,062 - mmaction - INFO - Epoch [27][1840/3757] lr: 1.000e-03, eta: 15:14:05, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1478, loss: 1.1478, grad_norm: 5.5628 2020-07-25 20:31:45,120 - mmaction - INFO - Epoch [27][1860/3757] lr: 1.000e-03, eta: 15:13:52, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1714, loss: 1.1714, grad_norm: 5.6743 2020-07-25 20:31:57,352 - mmaction - INFO - Epoch [27][1880/3757] lr: 1.000e-03, eta: 15:13:40, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1637, loss: 1.1637, grad_norm: 5.6234 2020-07-25 20:32:09,419 - mmaction - INFO - Epoch [27][1900/3757] lr: 1.000e-03, eta: 15:13:27, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8875, loss_cls: 1.1090, loss: 1.1090, grad_norm: 5.4329 2020-07-25 20:32:21,643 - mmaction - INFO - Epoch [27][1920/3757] lr: 1.000e-03, eta: 15:13:14, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1163, loss: 1.1163, grad_norm: 5.5520 2020-07-25 20:32:33,971 - mmaction - INFO - Epoch [27][1940/3757] lr: 1.000e-03, eta: 15:13:02, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1259, loss: 1.1259, grad_norm: 5.6047 2020-07-25 20:32:46,241 - mmaction - INFO - Epoch [27][1960/3757] lr: 1.000e-03, eta: 15:12:49, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9031, loss_cls: 1.0926, loss: 1.0926, grad_norm: 5.6030 2020-07-25 20:32:58,489 - mmaction - INFO - Epoch [27][1980/3757] lr: 1.000e-03, eta: 15:12:37, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8945, loss_cls: 1.1487, loss: 1.1487, grad_norm: 5.4932 2020-07-25 20:33:10,738 - mmaction - INFO - Epoch [27][2000/3757] lr: 1.000e-03, eta: 15:12:24, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0916, loss: 1.0916, grad_norm: 5.5638 2020-07-25 20:33:23,140 - mmaction - INFO - Epoch [27][2020/3757] lr: 1.000e-03, eta: 15:12:12, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1540, loss: 1.1540, grad_norm: 5.8345 2020-07-25 20:33:35,181 - mmaction - INFO - Epoch [27][2040/3757] lr: 1.000e-03, eta: 15:11:59, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1404, loss: 1.1404, grad_norm: 5.5332 2020-07-25 20:33:47,286 - mmaction - INFO - Epoch [27][2060/3757] lr: 1.000e-03, eta: 15:11:46, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8766, loss_cls: 1.2535, loss: 1.2535, grad_norm: 5.9105 2020-07-25 20:33:59,314 - mmaction - INFO - Epoch [27][2080/3757] lr: 1.000e-03, eta: 15:11:34, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8867, loss_cls: 1.1896, loss: 1.1896, grad_norm: 5.5795 2020-07-25 20:34:11,653 - mmaction - INFO - Epoch [27][2100/3757] lr: 1.000e-03, eta: 15:11:21, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0907, loss: 1.0907, grad_norm: 5.3983 2020-07-25 20:34:23,874 - mmaction - INFO - Epoch [27][2120/3757] lr: 1.000e-03, eta: 15:11:09, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8891, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.8115 2020-07-25 20:34:36,065 - mmaction - INFO - Epoch [27][2140/3757] lr: 1.000e-03, eta: 15:10:56, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8609, loss_cls: 1.2809, loss: 1.2809, grad_norm: 5.7881 2020-07-25 20:34:48,178 - mmaction - INFO - Epoch [27][2160/3757] lr: 1.000e-03, eta: 15:10:43, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.1050, loss: 1.1050, grad_norm: 5.4983 2020-07-25 20:35:00,398 - mmaction - INFO - Epoch [27][2180/3757] lr: 1.000e-03, eta: 15:10:31, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9031, loss_cls: 1.1167, loss: 1.1167, grad_norm: 5.5317 2020-07-25 20:35:12,507 - mmaction - INFO - Epoch [27][2200/3757] lr: 1.000e-03, eta: 15:10:18, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8828, loss_cls: 1.1383, loss: 1.1383, grad_norm: 5.5961 2020-07-25 20:35:24,832 - mmaction - INFO - Epoch [27][2220/3757] lr: 1.000e-03, eta: 15:10:05, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1396, loss: 1.1396, grad_norm: 5.6838 2020-07-25 20:35:36,835 - mmaction - INFO - Epoch [27][2240/3757] lr: 1.000e-03, eta: 15:09:53, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8797, loss_cls: 1.2094, loss: 1.2094, grad_norm: 5.6472 2020-07-25 20:35:49,179 - mmaction - INFO - Epoch [27][2260/3757] lr: 1.000e-03, eta: 15:09:40, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1179, loss: 1.1179, grad_norm: 5.4816 2020-07-25 20:36:01,410 - mmaction - INFO - Epoch [27][2280/3757] lr: 1.000e-03, eta: 15:09:28, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8859, loss_cls: 1.1729, loss: 1.1729, grad_norm: 5.5768 2020-07-25 20:36:13,698 - mmaction - INFO - Epoch [27][2300/3757] lr: 1.000e-03, eta: 15:09:15, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.2132, loss: 1.2132, grad_norm: 5.6570 2020-07-25 20:36:25,772 - mmaction - INFO - Epoch [27][2320/3757] lr: 1.000e-03, eta: 15:09:02, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0697, loss: 1.0697, grad_norm: 5.6247 2020-07-25 20:36:37,958 - mmaction - INFO - Epoch [27][2340/3757] lr: 1.000e-03, eta: 15:08:50, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.2008, loss: 1.2008, grad_norm: 5.7396 2020-07-25 20:36:50,146 - mmaction - INFO - Epoch [27][2360/3757] lr: 1.000e-03, eta: 15:08:37, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8820, loss_cls: 1.2369, loss: 1.2369, grad_norm: 5.8796 2020-07-25 20:37:02,334 - mmaction - INFO - Epoch [27][2380/3757] lr: 1.000e-03, eta: 15:08:25, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8797, loss_cls: 1.2403, loss: 1.2403, grad_norm: 5.8969 2020-07-25 20:37:14,523 - mmaction - INFO - Epoch [27][2400/3757] lr: 1.000e-03, eta: 15:08:12, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8953, loss_cls: 1.1520, loss: 1.1520, grad_norm: 5.8760 2020-07-25 20:37:26,684 - mmaction - INFO - Epoch [27][2420/3757] lr: 1.000e-03, eta: 15:07:59, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1477, loss: 1.1477, grad_norm: 5.4964 2020-07-25 20:37:38,880 - mmaction - INFO - Epoch [27][2440/3757] lr: 1.000e-03, eta: 15:07:47, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1656, loss: 1.1656, grad_norm: 5.5840 2020-07-25 20:37:51,234 - mmaction - INFO - Epoch [27][2460/3757] lr: 1.000e-03, eta: 15:07:34, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8945, loss_cls: 1.1371, loss: 1.1371, grad_norm: 5.6362 2020-07-25 20:38:03,309 - mmaction - INFO - Epoch [27][2480/3757] lr: 1.000e-03, eta: 15:07:21, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1392, loss: 1.1392, grad_norm: 5.6940 2020-07-25 20:38:15,556 - mmaction - INFO - Epoch [27][2500/3757] lr: 1.000e-03, eta: 15:07:09, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8922, loss_cls: 1.2032, loss: 1.2032, grad_norm: 5.9305 2020-07-25 20:38:27,787 - mmaction - INFO - Epoch [27][2520/3757] lr: 1.000e-03, eta: 15:06:56, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.0797, loss: 1.0797, grad_norm: 5.4137 2020-07-25 20:38:40,130 - mmaction - INFO - Epoch [27][2540/3757] lr: 1.000e-03, eta: 15:06:44, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.1891, loss: 1.1891, grad_norm: 5.6863 2020-07-25 20:38:52,345 - mmaction - INFO - Epoch [27][2560/3757] lr: 1.000e-03, eta: 15:06:31, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1569, loss: 1.1569, grad_norm: 5.5325 2020-07-25 20:39:04,488 - mmaction - INFO - Epoch [27][2580/3757] lr: 1.000e-03, eta: 15:06:19, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8906, loss_cls: 1.2238, loss: 1.2238, grad_norm: 5.7461 2020-07-25 20:39:16,600 - mmaction - INFO - Epoch [27][2600/3757] lr: 1.000e-03, eta: 15:06:06, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8914, loss_cls: 1.1863, loss: 1.1863, grad_norm: 5.7511 2020-07-25 20:39:28,769 - mmaction - INFO - Epoch [27][2620/3757] lr: 1.000e-03, eta: 15:05:53, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 1.0505, loss: 1.0505, grad_norm: 5.4372 2020-07-25 20:39:40,943 - mmaction - INFO - Epoch [27][2640/3757] lr: 1.000e-03, eta: 15:05:41, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.7370 2020-07-25 20:39:53,074 - mmaction - INFO - Epoch [27][2660/3757] lr: 1.000e-03, eta: 15:05:28, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8898, loss_cls: 1.2046, loss: 1.2046, grad_norm: 5.8780 2020-07-25 20:40:05,183 - mmaction - INFO - Epoch [27][2680/3757] lr: 1.000e-03, eta: 15:05:15, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.0953, loss: 1.0953, grad_norm: 5.4177 2020-07-25 20:40:17,205 - mmaction - INFO - Epoch [27][2700/3757] lr: 1.000e-03, eta: 15:05:03, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1276, loss: 1.1276, grad_norm: 5.6588 2020-07-25 20:40:29,634 - mmaction - INFO - Epoch [27][2720/3757] lr: 1.000e-03, eta: 15:04:50, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1889, loss: 1.1889, grad_norm: 5.7849 2020-07-25 20:40:41,753 - mmaction - INFO - Epoch [27][2740/3757] lr: 1.000e-03, eta: 15:04:37, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.1753, loss: 1.1753, grad_norm: 5.5045 2020-07-25 20:40:54,036 - mmaction - INFO - Epoch [27][2760/3757] lr: 1.000e-03, eta: 15:04:25, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8938, loss_cls: 1.1729, loss: 1.1729, grad_norm: 5.6804 2020-07-25 20:41:06,311 - mmaction - INFO - Epoch [27][2780/3757] lr: 1.000e-03, eta: 15:04:12, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1718, loss: 1.1718, grad_norm: 5.7865 2020-07-25 20:41:18,755 - mmaction - INFO - Epoch [27][2800/3757] lr: 1.000e-03, eta: 15:04:00, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.1227, loss: 1.1227, grad_norm: 5.6060 2020-07-25 20:41:30,891 - mmaction - INFO - Epoch [27][2820/3757] lr: 1.000e-03, eta: 15:03:47, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2335, loss: 1.2335, grad_norm: 5.7789 2020-07-25 20:41:43,103 - mmaction - INFO - Epoch [27][2840/3757] lr: 1.000e-03, eta: 15:03:35, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8977, loss_cls: 1.1391, loss: 1.1391, grad_norm: 5.5929 2020-07-25 20:41:55,278 - mmaction - INFO - Epoch [27][2860/3757] lr: 1.000e-03, eta: 15:03:22, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1903, loss: 1.1903, grad_norm: 5.7553 2020-07-25 20:42:07,656 - mmaction - INFO - Epoch [27][2880/3757] lr: 1.000e-03, eta: 15:03:10, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.1041, loss: 1.1041, grad_norm: 5.6091 2020-07-25 20:42:19,698 - mmaction - INFO - Epoch [27][2900/3757] lr: 1.000e-03, eta: 15:02:57, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1420, loss: 1.1420, grad_norm: 5.6307 2020-07-25 20:42:31,962 - mmaction - INFO - Epoch [27][2920/3757] lr: 1.000e-03, eta: 15:02:44, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1546, loss: 1.1546, grad_norm: 5.8445 2020-07-25 20:42:44,027 - mmaction - INFO - Epoch [27][2940/3757] lr: 1.000e-03, eta: 15:02:32, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1338, loss: 1.1338, grad_norm: 5.5527 2020-07-25 20:42:56,396 - mmaction - INFO - Epoch [27][2960/3757] lr: 1.000e-03, eta: 15:02:19, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8891, loss_cls: 1.2172, loss: 1.2172, grad_norm: 5.7270 2020-07-25 20:43:08,448 - mmaction - INFO - Epoch [27][2980/3757] lr: 1.000e-03, eta: 15:02:06, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8852, loss_cls: 1.2087, loss: 1.2087, grad_norm: 5.6977 2020-07-25 20:43:20,734 - mmaction - INFO - Epoch [27][3000/3757] lr: 1.000e-03, eta: 15:01:54, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8797, loss_cls: 1.2516, loss: 1.2516, grad_norm: 5.9172 2020-07-25 20:43:32,965 - mmaction - INFO - Epoch [27][3020/3757] lr: 1.000e-03, eta: 15:01:41, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8789, loss_cls: 1.1569, loss: 1.1569, grad_norm: 5.6979 2020-07-25 20:43:45,321 - mmaction - INFO - Epoch [27][3040/3757] lr: 1.000e-03, eta: 15:01:29, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.1226, loss: 1.1226, grad_norm: 5.7234 2020-07-25 20:43:57,538 - mmaction - INFO - Epoch [27][3060/3757] lr: 1.000e-03, eta: 15:01:16, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2341, loss: 1.2341, grad_norm: 5.8194 2020-07-25 20:44:09,717 - mmaction - INFO - Epoch [27][3080/3757] lr: 1.000e-03, eta: 15:01:04, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8914, loss_cls: 1.1411, loss: 1.1411, grad_norm: 5.6573 2020-07-25 20:44:21,859 - mmaction - INFO - Epoch [27][3100/3757] lr: 1.000e-03, eta: 15:00:51, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1628, loss: 1.1628, grad_norm: 5.9272 2020-07-25 20:44:34,070 - mmaction - INFO - Epoch [27][3120/3757] lr: 1.000e-03, eta: 15:00:38, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8938, loss_cls: 1.1369, loss: 1.1369, grad_norm: 5.3928 2020-07-25 20:44:46,175 - mmaction - INFO - Epoch [27][3140/3757] lr: 1.000e-03, eta: 15:00:26, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.1695, loss: 1.1695, grad_norm: 5.5542 2020-07-25 20:44:58,260 - mmaction - INFO - Epoch [27][3160/3757] lr: 1.000e-03, eta: 15:00:13, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.1964, loss: 1.1964, grad_norm: 5.6390 2020-07-25 20:45:10,489 - mmaction - INFO - Epoch [27][3180/3757] lr: 1.000e-03, eta: 15:00:00, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1534, loss: 1.1534, grad_norm: 5.7655 2020-07-25 20:45:22,543 - mmaction - INFO - Epoch [27][3200/3757] lr: 1.000e-03, eta: 14:59:48, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.3961 2020-07-25 20:45:34,816 - mmaction - INFO - Epoch [27][3220/3757] lr: 1.000e-03, eta: 14:59:35, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2418, loss: 1.2418, grad_norm: 5.9313 2020-07-25 20:45:47,117 - mmaction - INFO - Epoch [27][3240/3757] lr: 1.000e-03, eta: 14:59:23, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.0630, loss: 1.0630, grad_norm: 5.3742 2020-07-25 20:45:59,335 - mmaction - INFO - Epoch [27][3260/3757] lr: 1.000e-03, eta: 14:59:10, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1259, loss: 1.1259, grad_norm: 5.3347 2020-07-25 20:46:11,532 - mmaction - INFO - Epoch [27][3280/3757] lr: 1.000e-03, eta: 14:58:58, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1958, loss: 1.1958, grad_norm: 5.8026 2020-07-25 20:46:23,710 - mmaction - INFO - Epoch [27][3300/3757] lr: 1.000e-03, eta: 14:58:45, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8930, loss_cls: 1.1761, loss: 1.1761, grad_norm: 5.7700 2020-07-25 20:46:35,891 - mmaction - INFO - Epoch [27][3320/3757] lr: 1.000e-03, eta: 14:58:32, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8945, loss_cls: 1.1252, loss: 1.1252, grad_norm: 5.6963 2020-07-25 20:46:48,077 - mmaction - INFO - Epoch [27][3340/3757] lr: 1.000e-03, eta: 14:58:20, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8953, loss_cls: 1.1651, loss: 1.1651, grad_norm: 5.7498 2020-07-25 20:47:00,180 - mmaction - INFO - Epoch [27][3360/3757] lr: 1.000e-03, eta: 14:58:07, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.2120, loss: 1.2120, grad_norm: 5.8664 2020-07-25 20:47:12,382 - mmaction - INFO - Epoch [27][3380/3757] lr: 1.000e-03, eta: 14:57:54, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8727, loss_cls: 1.1804, loss: 1.1804, grad_norm: 5.5935 2020-07-25 20:47:24,598 - mmaction - INFO - Epoch [27][3400/3757] lr: 1.000e-03, eta: 14:57:42, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1767, loss: 1.1767, grad_norm: 5.7751 2020-07-25 20:47:36,828 - mmaction - INFO - Epoch [27][3420/3757] lr: 1.000e-03, eta: 14:57:29, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8961, loss_cls: 1.2413, loss: 1.2413, grad_norm: 5.8232 2020-07-25 20:47:48,897 - mmaction - INFO - Epoch [27][3440/3757] lr: 1.000e-03, eta: 14:57:17, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1547, loss: 1.1547, grad_norm: 5.5458 2020-07-25 20:48:01,101 - mmaction - INFO - Epoch [27][3460/3757] lr: 1.000e-03, eta: 14:57:04, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1146, loss: 1.1146, grad_norm: 5.5441 2020-07-25 20:48:13,321 - mmaction - INFO - Epoch [27][3480/3757] lr: 1.000e-03, eta: 14:56:51, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.2781, loss: 1.2781, grad_norm: 5.8280 2020-07-25 20:48:25,463 - mmaction - INFO - Epoch [27][3500/3757] lr: 1.000e-03, eta: 14:56:39, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8977, loss_cls: 1.1432, loss: 1.1432, grad_norm: 5.6637 2020-07-25 20:48:37,665 - mmaction - INFO - Epoch [27][3520/3757] lr: 1.000e-03, eta: 14:56:26, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2122, loss: 1.2122, grad_norm: 5.6621 2020-07-25 20:48:49,920 - mmaction - INFO - Epoch [27][3540/3757] lr: 1.000e-03, eta: 14:56:13, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8875, loss_cls: 1.1653, loss: 1.1653, grad_norm: 5.6992 2020-07-25 20:49:02,048 - mmaction - INFO - Epoch [27][3560/3757] lr: 1.000e-03, eta: 14:56:01, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1888, loss: 1.1888, grad_norm: 5.8274 2020-07-25 20:49:14,210 - mmaction - INFO - Epoch [27][3580/3757] lr: 1.000e-03, eta: 14:55:48, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9172, loss_cls: 1.0582, loss: 1.0582, grad_norm: 5.3629 2020-07-25 20:49:26,524 - mmaction - INFO - Epoch [27][3600/3757] lr: 1.000e-03, eta: 14:55:36, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8789, loss_cls: 1.2182, loss: 1.2182, grad_norm: 5.7313 2020-07-25 20:49:38,690 - mmaction - INFO - Epoch [27][3620/3757] lr: 1.000e-03, eta: 14:55:23, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1861, loss: 1.1861, grad_norm: 5.6736 2020-07-25 20:49:50,917 - mmaction - INFO - Epoch [27][3640/3757] lr: 1.000e-03, eta: 14:55:10, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1742, loss: 1.1742, grad_norm: 5.8016 2020-07-25 20:50:02,998 - mmaction - INFO - Epoch [27][3660/3757] lr: 1.000e-03, eta: 14:54:58, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8969, loss_cls: 1.1221, loss: 1.1221, grad_norm: 5.6430 2020-07-25 20:50:15,308 - mmaction - INFO - Epoch [27][3680/3757] lr: 1.000e-03, eta: 14:54:45, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8922, loss_cls: 1.1737, loss: 1.1737, grad_norm: 5.7091 2020-07-25 20:50:27,477 - mmaction - INFO - Epoch [27][3700/3757] lr: 1.000e-03, eta: 14:54:33, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8961, loss_cls: 1.1459, loss: 1.1459, grad_norm: 5.6309 2020-07-25 20:50:39,871 - mmaction - INFO - Epoch [27][3720/3757] lr: 1.000e-03, eta: 14:54:20, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8898, loss_cls: 1.1995, loss: 1.1995, grad_norm: 5.7452 2020-07-25 20:50:52,088 - mmaction - INFO - Epoch [27][3740/3757] lr: 1.000e-03, eta: 14:54:08, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9008, loss_cls: 1.1263, loss: 1.1263, grad_norm: 5.5390 2020-07-25 20:51:02,525 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-07-25 20:51:24,245 - mmaction - INFO - Epoch [28][20/3757] lr: 1.000e-03, eta: 14:53:43, time: 1.063, data_time: 0.454, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.2047, loss: 1.2047, grad_norm: 5.7305 2020-07-25 20:51:36,398 - mmaction - INFO - Epoch [28][40/3757] lr: 1.000e-03, eta: 14:53:31, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1633, loss: 1.1633, grad_norm: 5.7613 2020-07-25 20:51:48,475 - mmaction - INFO - Epoch [28][60/3757] lr: 1.000e-03, eta: 14:53:18, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.2064, loss: 1.2064, grad_norm: 5.7283 2020-07-25 20:52:00,740 - mmaction - INFO - Epoch [28][80/3757] lr: 1.000e-03, eta: 14:53:05, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.1925, loss: 1.1925, grad_norm: 5.7053 2020-07-25 20:52:12,885 - mmaction - INFO - Epoch [28][100/3757] lr: 1.000e-03, eta: 14:52:53, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9055, loss_cls: 1.0756, loss: 1.0756, grad_norm: 5.5496 2020-07-25 20:52:25,155 - mmaction - INFO - Epoch [28][120/3757] lr: 1.000e-03, eta: 14:52:40, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8984, loss_cls: 1.0740, loss: 1.0740, grad_norm: 5.4766 2020-07-25 20:52:37,225 - mmaction - INFO - Epoch [28][140/3757] lr: 1.000e-03, eta: 14:52:28, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8906, loss_cls: 1.1666, loss: 1.1666, grad_norm: 5.7134 2020-07-25 20:52:49,487 - mmaction - INFO - Epoch [28][160/3757] lr: 1.000e-03, eta: 14:52:15, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1173, loss: 1.1173, grad_norm: 5.5202 2020-07-25 20:53:01,590 - mmaction - INFO - Epoch [28][180/3757] lr: 1.000e-03, eta: 14:52:02, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.1783, loss: 1.1783, grad_norm: 5.7093 2020-07-25 20:53:13,923 - mmaction - INFO - Epoch [28][200/3757] lr: 1.000e-03, eta: 14:51:50, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.0824, loss: 1.0824, grad_norm: 5.3910 2020-07-25 20:53:25,929 - mmaction - INFO - Epoch [28][220/3757] lr: 1.000e-03, eta: 14:51:37, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8883, loss_cls: 1.2063, loss: 1.2063, grad_norm: 5.9305 2020-07-25 20:53:38,063 - mmaction - INFO - Epoch [28][240/3757] lr: 1.000e-03, eta: 14:51:24, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1046, loss: 1.1046, grad_norm: 5.5337 2020-07-25 20:53:50,326 - mmaction - INFO - Epoch [28][260/3757] lr: 1.000e-03, eta: 14:51:12, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8992, loss_cls: 1.1144, loss: 1.1144, grad_norm: 5.5761 2020-07-25 20:54:02,585 - mmaction - INFO - Epoch [28][280/3757] lr: 1.000e-03, eta: 14:50:59, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1176, loss: 1.1176, grad_norm: 5.4498 2020-07-25 20:54:14,781 - mmaction - INFO - Epoch [28][300/3757] lr: 1.000e-03, eta: 14:50:47, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0859, loss: 1.0859, grad_norm: 5.5810 2020-07-25 20:54:27,124 - mmaction - INFO - Epoch [28][320/3757] lr: 1.000e-03, eta: 14:50:34, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8953, loss_cls: 1.1699, loss: 1.1699, grad_norm: 5.8210 2020-07-25 20:54:39,272 - mmaction - INFO - Epoch [28][340/3757] lr: 1.000e-03, eta: 14:50:22, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1039, loss: 1.1039, grad_norm: 5.4724 2020-07-25 20:54:51,411 - mmaction - INFO - Epoch [28][360/3757] lr: 1.000e-03, eta: 14:50:09, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8852, loss_cls: 1.2130, loss: 1.2130, grad_norm: 5.8932 2020-07-25 20:55:03,637 - mmaction - INFO - Epoch [28][380/3757] lr: 1.000e-03, eta: 14:49:56, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1416, loss: 1.1416, grad_norm: 5.5270 2020-07-25 20:55:15,709 - mmaction - INFO - Epoch [28][400/3757] lr: 1.000e-03, eta: 14:49:44, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.1204, loss: 1.1204, grad_norm: 5.6617 2020-07-25 20:55:27,735 - mmaction - INFO - Epoch [28][420/3757] lr: 1.000e-03, eta: 14:49:31, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.1584, loss: 1.1584, grad_norm: 5.6268 2020-07-25 20:55:40,042 - mmaction - INFO - Epoch [28][440/3757] lr: 1.000e-03, eta: 14:49:18, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1345, loss: 1.1345, grad_norm: 5.6768 2020-07-25 20:55:52,142 - mmaction - INFO - Epoch [28][460/3757] lr: 1.000e-03, eta: 14:49:06, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.1150, loss: 1.1150, grad_norm: 5.5486 2020-07-25 20:56:04,449 - mmaction - INFO - Epoch [28][480/3757] lr: 1.000e-03, eta: 14:48:53, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8805, loss_cls: 1.2102, loss: 1.2102, grad_norm: 5.8910 2020-07-25 20:56:16,557 - mmaction - INFO - Epoch [28][500/3757] lr: 1.000e-03, eta: 14:48:41, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.1145, loss: 1.1145, grad_norm: 5.6484 2020-07-25 20:56:28,764 - mmaction - INFO - Epoch [28][520/3757] lr: 1.000e-03, eta: 14:48:28, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1363, loss: 1.1363, grad_norm: 5.7440 2020-07-25 20:56:40,945 - mmaction - INFO - Epoch [28][540/3757] lr: 1.000e-03, eta: 14:48:15, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8859, loss_cls: 1.1848, loss: 1.1848, grad_norm: 5.6121 2020-07-25 20:56:53,213 - mmaction - INFO - Epoch [28][560/3757] lr: 1.000e-03, eta: 14:48:03, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1014, loss: 1.1014, grad_norm: 5.6276 2020-07-25 20:57:05,471 - mmaction - INFO - Epoch [28][580/3757] lr: 1.000e-03, eta: 14:47:50, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1861, loss: 1.1861, grad_norm: 5.8876 2020-07-25 20:57:17,809 - mmaction - INFO - Epoch [28][600/3757] lr: 1.000e-03, eta: 14:47:38, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1495, loss: 1.1495, grad_norm: 5.6604 2020-07-25 20:57:29,973 - mmaction - INFO - Epoch [28][620/3757] lr: 1.000e-03, eta: 14:47:25, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9031, loss_cls: 1.1110, loss: 1.1110, grad_norm: 5.6109 2020-07-25 20:57:42,193 - mmaction - INFO - Epoch [28][640/3757] lr: 1.000e-03, eta: 14:47:13, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9055, loss_cls: 1.1152, loss: 1.1152, grad_norm: 5.5480 2020-07-25 20:57:54,284 - mmaction - INFO - Epoch [28][660/3757] lr: 1.000e-03, eta: 14:47:00, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.2014, loss: 1.2014, grad_norm: 5.9506 2020-07-25 20:58:06,444 - mmaction - INFO - Epoch [28][680/3757] lr: 1.000e-03, eta: 14:46:47, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.1817, loss: 1.1817, grad_norm: 5.6690 2020-07-25 20:58:18,423 - mmaction - INFO - Epoch [28][700/3757] lr: 1.000e-03, eta: 14:46:35, time: 0.604, data_time: 0.009, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8914, loss_cls: 1.1718, loss: 1.1718, grad_norm: 5.7520 2020-07-25 20:58:30,748 - mmaction - INFO - Epoch [28][720/3757] lr: 1.000e-03, eta: 14:46:22, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1998, loss: 1.1998, grad_norm: 5.8920 2020-07-25 20:58:42,989 - mmaction - INFO - Epoch [28][740/3757] lr: 1.000e-03, eta: 14:46:10, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.2974, loss: 1.2974, grad_norm: 6.0126 2020-07-25 20:58:55,100 - mmaction - INFO - Epoch [28][760/3757] lr: 1.000e-03, eta: 14:45:57, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8875, loss_cls: 1.1868, loss: 1.1868, grad_norm: 5.7885 2020-07-25 20:59:07,311 - mmaction - INFO - Epoch [28][780/3757] lr: 1.000e-03, eta: 14:45:44, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8766, loss_cls: 1.1903, loss: 1.1903, grad_norm: 5.5601 2020-07-25 20:59:19,629 - mmaction - INFO - Epoch [28][800/3757] lr: 1.000e-03, eta: 14:45:32, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.7179 2020-07-25 20:59:32,080 - mmaction - INFO - Epoch [28][820/3757] lr: 1.000e-03, eta: 14:45:19, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1134, loss: 1.1134, grad_norm: 5.4974 2020-07-25 20:59:44,007 - mmaction - INFO - Epoch [28][840/3757] lr: 1.000e-03, eta: 14:45:07, time: 0.599, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.9008, loss_cls: 1.1021, loss: 1.1021, grad_norm: 5.5443 2020-07-25 20:59:56,133 - mmaction - INFO - Epoch [28][860/3757] lr: 1.000e-03, eta: 14:44:54, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1774, loss: 1.1774, grad_norm: 5.7121 2020-07-25 21:00:09,259 - mmaction - INFO - Epoch [28][880/3757] lr: 1.000e-03, eta: 14:44:42, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.1975, loss: 1.1975, grad_norm: 5.6432 2020-07-25 21:00:21,613 - mmaction - INFO - Epoch [28][900/3757] lr: 1.000e-03, eta: 14:44:30, time: 0.617, data_time: 0.012, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9031, loss_cls: 1.0646, loss: 1.0646, grad_norm: 5.3558 2020-07-25 21:00:33,791 - mmaction - INFO - Epoch [28][920/3757] lr: 1.000e-03, eta: 14:44:17, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8938, loss_cls: 1.1409, loss: 1.1409, grad_norm: 5.7740 2020-07-25 21:00:46,059 - mmaction - INFO - Epoch [28][940/3757] lr: 1.000e-03, eta: 14:44:04, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8930, loss_cls: 1.1815, loss: 1.1815, grad_norm: 5.8603 2020-07-25 21:00:58,374 - mmaction - INFO - Epoch [28][960/3757] lr: 1.000e-03, eta: 14:43:52, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1317, loss: 1.1317, grad_norm: 5.5474 2020-07-25 21:01:10,636 - mmaction - INFO - Epoch [28][980/3757] lr: 1.000e-03, eta: 14:43:39, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.2104, loss: 1.2104, grad_norm: 5.8728 2020-07-25 21:01:22,722 - mmaction - INFO - Epoch [28][1000/3757] lr: 1.000e-03, eta: 14:43:27, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1993, loss: 1.1993, grad_norm: 5.8840 2020-07-25 21:01:34,840 - mmaction - INFO - Epoch [28][1020/3757] lr: 1.000e-03, eta: 14:43:14, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9000, loss_cls: 1.1397, loss: 1.1397, grad_norm: 5.8101 2020-07-25 21:01:46,945 - mmaction - INFO - Epoch [28][1040/3757] lr: 1.000e-03, eta: 14:43:01, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8977, loss_cls: 1.1259, loss: 1.1259, grad_norm: 5.6870 2020-07-25 21:01:59,133 - mmaction - INFO - Epoch [28][1060/3757] lr: 1.000e-03, eta: 14:42:49, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8984, loss_cls: 1.1616, loss: 1.1616, grad_norm: 5.7365 2020-07-25 21:02:11,382 - mmaction - INFO - Epoch [28][1080/3757] lr: 1.000e-03, eta: 14:42:36, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.1709, loss: 1.1709, grad_norm: 5.7617 2020-07-25 21:02:23,588 - mmaction - INFO - Epoch [28][1100/3757] lr: 1.000e-03, eta: 14:42:24, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9078, loss_cls: 1.0161, loss: 1.0161, grad_norm: 5.4797 2020-07-25 21:02:35,626 - mmaction - INFO - Epoch [28][1120/3757] lr: 1.000e-03, eta: 14:42:11, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.1134, loss: 1.1134, grad_norm: 5.7274 2020-07-25 21:02:47,966 - mmaction - INFO - Epoch [28][1140/3757] lr: 1.000e-03, eta: 14:41:58, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0943, loss: 1.0943, grad_norm: 5.6979 2020-07-25 21:03:00,205 - mmaction - INFO - Epoch [28][1160/3757] lr: 1.000e-03, eta: 14:41:46, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1805, loss: 1.1805, grad_norm: 5.7116 2020-07-25 21:03:12,311 - mmaction - INFO - Epoch [28][1180/3757] lr: 1.000e-03, eta: 14:41:33, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1777, loss: 1.1777, grad_norm: 5.8052 2020-07-25 21:03:24,466 - mmaction - INFO - Epoch [28][1200/3757] lr: 1.000e-03, eta: 14:41:21, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.1436, loss: 1.1436, grad_norm: 5.6826 2020-07-25 21:03:36,699 - mmaction - INFO - Epoch [28][1220/3757] lr: 1.000e-03, eta: 14:41:08, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1651, loss: 1.1651, grad_norm: 5.8666 2020-07-25 21:03:48,725 - mmaction - INFO - Epoch [28][1240/3757] lr: 1.000e-03, eta: 14:40:55, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8883, loss_cls: 1.2220, loss: 1.2220, grad_norm: 5.8482 2020-07-25 21:04:00,926 - mmaction - INFO - Epoch [28][1260/3757] lr: 1.000e-03, eta: 14:40:43, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9086, loss_cls: 1.0518, loss: 1.0518, grad_norm: 5.5197 2020-07-25 21:04:13,062 - mmaction - INFO - Epoch [28][1280/3757] lr: 1.000e-03, eta: 14:40:30, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0563, loss: 1.0563, grad_norm: 5.3995 2020-07-25 21:04:25,271 - mmaction - INFO - Epoch [28][1300/3757] lr: 1.000e-03, eta: 14:40:18, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1344, loss: 1.1344, grad_norm: 5.6313 2020-07-25 21:04:37,280 - mmaction - INFO - Epoch [28][1320/3757] lr: 1.000e-03, eta: 14:40:05, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8992, loss_cls: 1.1338, loss: 1.1338, grad_norm: 5.8168 2020-07-25 21:04:49,643 - mmaction - INFO - Epoch [28][1340/3757] lr: 1.000e-03, eta: 14:39:52, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1053, loss: 1.1053, grad_norm: 5.6138 2020-07-25 21:05:01,753 - mmaction - INFO - Epoch [28][1360/3757] lr: 1.000e-03, eta: 14:39:40, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8828, loss_cls: 1.1963, loss: 1.1963, grad_norm: 5.8411 2020-07-25 21:05:13,975 - mmaction - INFO - Epoch [28][1380/3757] lr: 1.000e-03, eta: 14:39:27, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1510, loss: 1.1510, grad_norm: 5.6697 2020-07-25 21:05:26,149 - mmaction - INFO - Epoch [28][1400/3757] lr: 1.000e-03, eta: 14:39:15, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8914, loss_cls: 1.1324, loss: 1.1324, grad_norm: 5.6669 2020-07-25 21:05:38,310 - mmaction - INFO - Epoch [28][1420/3757] lr: 1.000e-03, eta: 14:39:02, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1184, loss: 1.1184, grad_norm: 5.6948 2020-07-25 21:05:50,419 - mmaction - INFO - Epoch [28][1440/3757] lr: 1.000e-03, eta: 14:38:49, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8977, loss_cls: 1.1278, loss: 1.1278, grad_norm: 5.7070 2020-07-25 21:06:02,780 - mmaction - INFO - Epoch [28][1460/3757] lr: 1.000e-03, eta: 14:38:37, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8984, loss_cls: 1.1240, loss: 1.1240, grad_norm: 5.6644 2020-07-25 21:06:14,941 - mmaction - INFO - Epoch [28][1480/3757] lr: 1.000e-03, eta: 14:38:24, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8930, loss_cls: 1.2190, loss: 1.2190, grad_norm: 5.8614 2020-07-25 21:06:27,243 - mmaction - INFO - Epoch [28][1500/3757] lr: 1.000e-03, eta: 14:38:12, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.1259, loss: 1.1259, grad_norm: 5.6824 2020-07-25 21:06:39,337 - mmaction - INFO - Epoch [28][1520/3757] lr: 1.000e-03, eta: 14:37:59, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8945, loss_cls: 1.1212, loss: 1.1212, grad_norm: 5.7630 2020-07-25 21:06:51,665 - mmaction - INFO - Epoch [28][1540/3757] lr: 1.000e-03, eta: 14:37:47, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8867, loss_cls: 1.1873, loss: 1.1873, grad_norm: 5.6500 2020-07-25 21:07:03,812 - mmaction - INFO - Epoch [28][1560/3757] lr: 1.000e-03, eta: 14:37:34, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8984, loss_cls: 1.1304, loss: 1.1304, grad_norm: 5.5748 2020-07-25 21:07:16,082 - mmaction - INFO - Epoch [28][1580/3757] lr: 1.000e-03, eta: 14:37:21, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1047, loss: 1.1047, grad_norm: 5.5199 2020-07-25 21:07:27,969 - mmaction - INFO - Epoch [28][1600/3757] lr: 1.000e-03, eta: 14:37:09, time: 0.599, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0994, loss: 1.0994, grad_norm: 5.6090 2020-07-25 21:07:40,428 - mmaction - INFO - Epoch [28][1620/3757] lr: 1.000e-03, eta: 14:36:56, time: 0.623, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8992, loss_cls: 1.1505, loss: 1.1505, grad_norm: 5.8472 2020-07-25 21:07:52,496 - mmaction - INFO - Epoch [28][1640/3757] lr: 1.000e-03, eta: 14:36:43, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.1562, loss: 1.1562, grad_norm: 5.8732 2020-07-25 21:08:04,745 - mmaction - INFO - Epoch [28][1660/3757] lr: 1.000e-03, eta: 14:36:31, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1885, loss: 1.1885, grad_norm: 5.8915 2020-07-25 21:08:16,871 - mmaction - INFO - Epoch [28][1680/3757] lr: 1.000e-03, eta: 14:36:18, time: 0.607, data_time: 0.002, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8953, loss_cls: 1.1739, loss: 1.1739, grad_norm: 5.7870 2020-07-25 21:08:29,126 - mmaction - INFO - Epoch [28][1700/3757] lr: 1.000e-03, eta: 14:36:06, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8859, loss_cls: 1.1260, loss: 1.1260, grad_norm: 5.6477 2020-07-25 21:08:41,087 - mmaction - INFO - Epoch [28][1720/3757] lr: 1.000e-03, eta: 14:35:53, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1188, loss: 1.1188, grad_norm: 5.6812 2020-07-25 21:08:53,289 - mmaction - INFO - Epoch [28][1740/3757] lr: 1.000e-03, eta: 14:35:40, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1876, loss: 1.1876, grad_norm: 5.9214 2020-07-25 21:09:05,393 - mmaction - INFO - Epoch [28][1760/3757] lr: 1.000e-03, eta: 14:35:28, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.1885, loss: 1.1885, grad_norm: 5.6190 2020-07-25 21:09:17,683 - mmaction - INFO - Epoch [28][1780/3757] lr: 1.000e-03, eta: 14:35:15, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1393, loss: 1.1393, grad_norm: 5.8225 2020-07-25 21:09:29,817 - mmaction - INFO - Epoch [28][1800/3757] lr: 1.000e-03, eta: 14:35:03, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8852, loss_cls: 1.1938, loss: 1.1938, grad_norm: 5.8961 2020-07-25 21:09:41,875 - mmaction - INFO - Epoch [28][1820/3757] lr: 1.000e-03, eta: 14:34:50, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.1802, loss: 1.1802, grad_norm: 5.8627 2020-07-25 21:09:53,928 - mmaction - INFO - Epoch [28][1840/3757] lr: 1.000e-03, eta: 14:34:37, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1525, loss: 1.1525, grad_norm: 5.6673 2020-07-25 21:10:06,231 - mmaction - INFO - Epoch [28][1860/3757] lr: 1.000e-03, eta: 14:34:25, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1624, loss: 1.1624, grad_norm: 5.7323 2020-07-25 21:10:18,447 - mmaction - INFO - Epoch [28][1880/3757] lr: 1.000e-03, eta: 14:34:12, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0495, loss: 1.0495, grad_norm: 5.4572 2020-07-25 21:10:30,684 - mmaction - INFO - Epoch [28][1900/3757] lr: 1.000e-03, eta: 14:34:00, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.1006, loss: 1.1006, grad_norm: 5.5641 2020-07-25 21:10:42,861 - mmaction - INFO - Epoch [28][1920/3757] lr: 1.000e-03, eta: 14:33:47, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.0855, loss: 1.0855, grad_norm: 5.4541 2020-07-25 21:10:55,078 - mmaction - INFO - Epoch [28][1940/3757] lr: 1.000e-03, eta: 14:33:34, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.1543, loss: 1.1543, grad_norm: 5.7825 2020-07-25 21:11:07,138 - mmaction - INFO - Epoch [28][1960/3757] lr: 1.000e-03, eta: 14:33:22, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0934, loss: 1.0934, grad_norm: 5.5208 2020-07-25 21:11:19,404 - mmaction - INFO - Epoch [28][1980/3757] lr: 1.000e-03, eta: 14:33:09, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1598, loss: 1.1598, grad_norm: 5.6440 2020-07-25 21:11:31,473 - mmaction - INFO - Epoch [28][2000/3757] lr: 1.000e-03, eta: 14:32:56, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.0995, loss: 1.0995, grad_norm: 5.7067 2020-07-25 21:11:43,720 - mmaction - INFO - Epoch [28][2020/3757] lr: 1.000e-03, eta: 14:32:44, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8992, loss_cls: 1.1144, loss: 1.1144, grad_norm: 5.6682 2020-07-25 21:11:55,727 - mmaction - INFO - Epoch [28][2040/3757] lr: 1.000e-03, eta: 14:32:31, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.0958, loss: 1.0958, grad_norm: 5.6571 2020-07-25 21:12:08,107 - mmaction - INFO - Epoch [28][2060/3757] lr: 1.000e-03, eta: 14:32:19, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.2183, loss: 1.2183, grad_norm: 5.9959 2020-07-25 21:12:20,200 - mmaction - INFO - Epoch [28][2080/3757] lr: 1.000e-03, eta: 14:32:06, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1511, loss: 1.1511, grad_norm: 5.7634 2020-07-25 21:12:32,474 - mmaction - INFO - Epoch [28][2100/3757] lr: 1.000e-03, eta: 14:31:54, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.1811, loss: 1.1811, grad_norm: 5.8356 2020-07-25 21:12:44,579 - mmaction - INFO - Epoch [28][2120/3757] lr: 1.000e-03, eta: 14:31:41, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1620, loss: 1.1620, grad_norm: 5.7305 2020-07-25 21:12:56,797 - mmaction - INFO - Epoch [28][2140/3757] lr: 1.000e-03, eta: 14:31:28, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8930, loss_cls: 1.1305, loss: 1.1305, grad_norm: 5.7327 2020-07-25 21:13:09,070 - mmaction - INFO - Epoch [28][2160/3757] lr: 1.000e-03, eta: 14:31:16, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8961, loss_cls: 1.1379, loss: 1.1379, grad_norm: 5.8368 2020-07-25 21:13:21,296 - mmaction - INFO - Epoch [28][2180/3757] lr: 1.000e-03, eta: 14:31:03, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.1534, loss: 1.1534, grad_norm: 5.7750 2020-07-25 21:13:33,395 - mmaction - INFO - Epoch [28][2200/3757] lr: 1.000e-03, eta: 14:30:51, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8812, loss_cls: 1.2391, loss: 1.2391, grad_norm: 5.9429 2020-07-25 21:13:45,809 - mmaction - INFO - Epoch [28][2220/3757] lr: 1.000e-03, eta: 14:30:38, time: 0.622, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1634, loss: 1.1634, grad_norm: 5.8177 2020-07-25 21:13:58,009 - mmaction - INFO - Epoch [28][2240/3757] lr: 1.000e-03, eta: 14:30:26, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9023, loss_cls: 1.1067, loss: 1.1067, grad_norm: 5.5198 2020-07-25 21:14:10,206 - mmaction - INFO - Epoch [28][2260/3757] lr: 1.000e-03, eta: 14:30:13, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1866, loss: 1.1866, grad_norm: 5.8716 2020-07-25 21:14:22,294 - mmaction - INFO - Epoch [28][2280/3757] lr: 1.000e-03, eta: 14:30:00, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8922, loss_cls: 1.1408, loss: 1.1408, grad_norm: 5.8428 2020-07-25 21:14:34,360 - mmaction - INFO - Epoch [28][2300/3757] lr: 1.000e-03, eta: 14:29:48, time: 0.601, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2003, loss: 1.2003, grad_norm: 5.7747 2020-07-25 21:14:46,433 - mmaction - INFO - Epoch [28][2320/3757] lr: 1.000e-03, eta: 14:29:35, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8953, loss_cls: 1.1114, loss: 1.1114, grad_norm: 5.6842 2020-07-25 21:14:58,651 - mmaction - INFO - Epoch [28][2340/3757] lr: 1.000e-03, eta: 14:29:22, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8906, loss_cls: 1.1551, loss: 1.1551, grad_norm: 5.9261 2020-07-25 21:15:10,759 - mmaction - INFO - Epoch [28][2360/3757] lr: 1.000e-03, eta: 14:29:10, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1665, loss: 1.1665, grad_norm: 5.7016 2020-07-25 21:15:23,018 - mmaction - INFO - Epoch [28][2380/3757] lr: 1.000e-03, eta: 14:28:57, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.2049, loss: 1.2049, grad_norm: 5.8409 2020-07-25 21:15:35,163 - mmaction - INFO - Epoch [28][2400/3757] lr: 1.000e-03, eta: 14:28:45, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1652, loss: 1.1652, grad_norm: 5.8000 2020-07-25 21:15:47,325 - mmaction - INFO - Epoch [28][2420/3757] lr: 1.000e-03, eta: 14:28:32, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1469, loss: 1.1469, grad_norm: 5.7164 2020-07-25 21:15:59,525 - mmaction - INFO - Epoch [28][2440/3757] lr: 1.000e-03, eta: 14:28:19, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.1133, loss: 1.1133, grad_norm: 5.7266 2020-07-25 21:16:11,884 - mmaction - INFO - Epoch [28][2460/3757] lr: 1.000e-03, eta: 14:28:07, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1890, loss: 1.1890, grad_norm: 5.8168 2020-07-25 21:16:24,019 - mmaction - INFO - Epoch [28][2480/3757] lr: 1.000e-03, eta: 14:27:54, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8789, loss_cls: 1.2128, loss: 1.2128, grad_norm: 5.7509 2020-07-25 21:16:36,252 - mmaction - INFO - Epoch [28][2500/3757] lr: 1.000e-03, eta: 14:27:42, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8945, loss_cls: 1.1083, loss: 1.1083, grad_norm: 5.7349 2020-07-25 21:16:48,389 - mmaction - INFO - Epoch [28][2520/3757] lr: 1.000e-03, eta: 14:27:29, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8891, loss_cls: 1.1887, loss: 1.1887, grad_norm: 5.6685 2020-07-25 21:17:00,710 - mmaction - INFO - Epoch [28][2540/3757] lr: 1.000e-03, eta: 14:27:17, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1203, loss: 1.1203, grad_norm: 5.7749 2020-07-25 21:17:12,875 - mmaction - INFO - Epoch [28][2560/3757] lr: 1.000e-03, eta: 14:27:04, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1466, loss: 1.1466, grad_norm: 5.7360 2020-07-25 21:17:25,109 - mmaction - INFO - Epoch [28][2580/3757] lr: 1.000e-03, eta: 14:26:51, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1353, loss: 1.1353, grad_norm: 5.7208 2020-07-25 21:17:37,202 - mmaction - INFO - Epoch [28][2600/3757] lr: 1.000e-03, eta: 14:26:39, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.9461 2020-07-25 21:17:49,495 - mmaction - INFO - Epoch [28][2620/3757] lr: 1.000e-03, eta: 14:26:26, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1734, loss: 1.1734, grad_norm: 5.7872 2020-07-25 21:18:01,559 - mmaction - INFO - Epoch [28][2640/3757] lr: 1.000e-03, eta: 14:26:14, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8953, loss_cls: 1.1741, loss: 1.1741, grad_norm: 5.8222 2020-07-25 21:18:13,691 - mmaction - INFO - Epoch [28][2660/3757] lr: 1.000e-03, eta: 14:26:01, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8922, loss_cls: 1.1415, loss: 1.1415, grad_norm: 5.5831 2020-07-25 21:18:25,754 - mmaction - INFO - Epoch [28][2680/3757] lr: 1.000e-03, eta: 14:25:48, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9031, loss_cls: 1.1386, loss: 1.1386, grad_norm: 5.8048 2020-07-25 21:18:37,872 - mmaction - INFO - Epoch [28][2700/3757] lr: 1.000e-03, eta: 14:25:36, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.1739, loss: 1.1739, grad_norm: 5.7291 2020-07-25 21:18:50,114 - mmaction - INFO - Epoch [28][2720/3757] lr: 1.000e-03, eta: 14:25:23, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8805, loss_cls: 1.2089, loss: 1.2089, grad_norm: 5.7443 2020-07-25 21:19:02,259 - mmaction - INFO - Epoch [28][2740/3757] lr: 1.000e-03, eta: 14:25:11, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.2062, loss: 1.2062, grad_norm: 5.9457 2020-07-25 21:19:14,623 - mmaction - INFO - Epoch [28][2760/3757] lr: 1.000e-03, eta: 14:24:58, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.1253, loss: 1.1253, grad_norm: 5.8635 2020-07-25 21:19:26,888 - mmaction - INFO - Epoch [28][2780/3757] lr: 1.000e-03, eta: 14:24:46, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.1229, loss: 1.1229, grad_norm: 5.7706 2020-07-25 21:19:39,038 - mmaction - INFO - Epoch [28][2800/3757] lr: 1.000e-03, eta: 14:24:33, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1825, loss: 1.1825, grad_norm: 5.7883 2020-07-25 21:19:51,399 - mmaction - INFO - Epoch [28][2820/3757] lr: 1.000e-03, eta: 14:24:20, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1459, loss: 1.1459, grad_norm: 5.8427 2020-07-25 21:20:03,536 - mmaction - INFO - Epoch [28][2840/3757] lr: 1.000e-03, eta: 14:24:08, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8945, loss_cls: 1.1549, loss: 1.1549, grad_norm: 5.6801 2020-07-25 21:20:15,535 - mmaction - INFO - Epoch [28][2860/3757] lr: 1.000e-03, eta: 14:23:55, time: 0.600, data_time: 0.002, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1629, loss: 1.1629, grad_norm: 5.9439 2020-07-25 21:20:27,699 - mmaction - INFO - Epoch [28][2880/3757] lr: 1.000e-03, eta: 14:23:42, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8945, loss_cls: 1.1869, loss: 1.1869, grad_norm: 5.9293 2020-07-25 21:20:39,836 - mmaction - INFO - Epoch [28][2900/3757] lr: 1.000e-03, eta: 14:23:30, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8953, loss_cls: 1.1408, loss: 1.1408, grad_norm: 5.9232 2020-07-25 21:20:52,056 - mmaction - INFO - Epoch [28][2920/3757] lr: 1.000e-03, eta: 14:23:17, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1402, loss: 1.1402, grad_norm: 5.6547 2020-07-25 21:21:04,130 - mmaction - INFO - Epoch [28][2940/3757] lr: 1.000e-03, eta: 14:23:05, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1671, loss: 1.1671, grad_norm: 5.7312 2020-07-25 21:21:16,416 - mmaction - INFO - Epoch [28][2960/3757] lr: 1.000e-03, eta: 14:22:52, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8867, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.9982 2020-07-25 21:21:28,474 - mmaction - INFO - Epoch [28][2980/3757] lr: 1.000e-03, eta: 14:22:40, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8898, loss_cls: 1.0713, loss: 1.0713, grad_norm: 5.4176 2020-07-25 21:21:40,556 - mmaction - INFO - Epoch [28][3000/3757] lr: 1.000e-03, eta: 14:22:27, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1140, loss: 1.1140, grad_norm: 5.6271 2020-07-25 21:21:52,838 - mmaction - INFO - Epoch [28][3020/3757] lr: 1.000e-03, eta: 14:22:14, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8930, loss_cls: 1.1409, loss: 1.1409, grad_norm: 5.7041 2020-07-25 21:22:04,928 - mmaction - INFO - Epoch [28][3040/3757] lr: 1.000e-03, eta: 14:22:02, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1744, loss: 1.1744, grad_norm: 5.6876 2020-07-25 21:22:17,208 - mmaction - INFO - Epoch [28][3060/3757] lr: 1.000e-03, eta: 14:21:49, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1451, loss: 1.1451, grad_norm: 5.5794 2020-07-25 21:22:29,435 - mmaction - INFO - Epoch [28][3080/3757] lr: 1.000e-03, eta: 14:21:37, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8898, loss_cls: 1.2109, loss: 1.2109, grad_norm: 5.8963 2020-07-25 21:22:41,683 - mmaction - INFO - Epoch [28][3100/3757] lr: 1.000e-03, eta: 14:21:24, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1723, loss: 1.1723, grad_norm: 5.9598 2020-07-25 21:22:54,106 - mmaction - INFO - Epoch [28][3120/3757] lr: 1.000e-03, eta: 14:21:12, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8930, loss_cls: 1.1268, loss: 1.1268, grad_norm: 5.7490 2020-07-25 21:23:06,133 - mmaction - INFO - Epoch [28][3140/3757] lr: 1.000e-03, eta: 14:20:59, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.1860, loss: 1.1860, grad_norm: 5.9246 2020-07-25 21:23:18,509 - mmaction - INFO - Epoch [28][3160/3757] lr: 1.000e-03, eta: 14:20:46, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8961, loss_cls: 1.1279, loss: 1.1279, grad_norm: 5.6506 2020-07-25 21:23:30,656 - mmaction - INFO - Epoch [28][3180/3757] lr: 1.000e-03, eta: 14:20:34, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.7256 2020-07-25 21:23:42,868 - mmaction - INFO - Epoch [28][3200/3757] lr: 1.000e-03, eta: 14:20:21, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8891, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.8881 2020-07-25 21:23:54,981 - mmaction - INFO - Epoch [28][3220/3757] lr: 1.000e-03, eta: 14:20:09, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8656, loss_cls: 1.2197, loss: 1.2197, grad_norm: 5.7578 2020-07-25 21:24:07,217 - mmaction - INFO - Epoch [28][3240/3757] lr: 1.000e-03, eta: 14:19:56, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1220, loss: 1.1220, grad_norm: 5.6834 2020-07-25 21:24:19,249 - mmaction - INFO - Epoch [28][3260/3757] lr: 1.000e-03, eta: 14:19:43, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2189, loss: 1.2189, grad_norm: 5.9815 2020-07-25 21:24:31,538 - mmaction - INFO - Epoch [28][3280/3757] lr: 1.000e-03, eta: 14:19:31, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9062, loss_cls: 1.0389, loss: 1.0389, grad_norm: 5.4751 2020-07-25 21:24:43,741 - mmaction - INFO - Epoch [28][3300/3757] lr: 1.000e-03, eta: 14:19:18, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.1741, loss: 1.1741, grad_norm: 5.7404 2020-07-25 21:24:55,979 - mmaction - INFO - Epoch [28][3320/3757] lr: 1.000e-03, eta: 14:19:06, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.9102, loss_cls: 1.0882, loss: 1.0882, grad_norm: 5.7287 2020-07-25 21:25:08,141 - mmaction - INFO - Epoch [28][3340/3757] lr: 1.000e-03, eta: 14:18:53, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.1947, loss: 1.1947, grad_norm: 5.8179 2020-07-25 21:25:20,538 - mmaction - INFO - Epoch [28][3360/3757] lr: 1.000e-03, eta: 14:18:41, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1336, loss: 1.1336, grad_norm: 5.8782 2020-07-25 21:25:32,836 - mmaction - INFO - Epoch [28][3380/3757] lr: 1.000e-03, eta: 14:18:28, time: 0.622, data_time: 0.009, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9008, loss_cls: 1.0888, loss: 1.0888, grad_norm: 5.7313 2020-07-25 21:25:45,067 - mmaction - INFO - Epoch [28][3400/3757] lr: 1.000e-03, eta: 14:18:16, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.9008, loss_cls: 1.0885, loss: 1.0885, grad_norm: 5.5449 2020-07-25 21:25:57,189 - mmaction - INFO - Epoch [28][3420/3757] lr: 1.000e-03, eta: 14:18:03, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8828, loss_cls: 1.2041, loss: 1.2041, grad_norm: 5.9457 2020-07-25 21:26:09,435 - mmaction - INFO - Epoch [28][3440/3757] lr: 1.000e-03, eta: 14:17:51, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1538, loss: 1.1538, grad_norm: 5.7706 2020-07-25 21:26:21,516 - mmaction - INFO - Epoch [28][3460/3757] lr: 1.000e-03, eta: 14:17:38, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8844, loss_cls: 1.1753, loss: 1.1753, grad_norm: 5.7398 2020-07-25 21:26:33,735 - mmaction - INFO - Epoch [28][3480/3757] lr: 1.000e-03, eta: 14:17:25, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9031, loss_cls: 1.0849, loss: 1.0849, grad_norm: 5.7000 2020-07-25 21:26:45,924 - mmaction - INFO - Epoch [28][3500/3757] lr: 1.000e-03, eta: 14:17:13, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1226, loss: 1.1226, grad_norm: 5.6980 2020-07-25 21:26:58,273 - mmaction - INFO - Epoch [28][3520/3757] lr: 1.000e-03, eta: 14:17:00, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8875, loss_cls: 1.1804, loss: 1.1804, grad_norm: 5.6383 2020-07-25 21:27:10,339 - mmaction - INFO - Epoch [28][3540/3757] lr: 1.000e-03, eta: 14:16:48, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.1640, loss: 1.1640, grad_norm: 5.8471 2020-07-25 21:27:22,589 - mmaction - INFO - Epoch [28][3560/3757] lr: 1.000e-03, eta: 14:16:35, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8859, loss_cls: 1.1661, loss: 1.1661, grad_norm: 5.8294 2020-07-25 21:27:34,681 - mmaction - INFO - Epoch [28][3580/3757] lr: 1.000e-03, eta: 14:16:23, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8984, loss_cls: 1.1130, loss: 1.1130, grad_norm: 5.7384 2020-07-25 21:27:46,942 - mmaction - INFO - Epoch [28][3600/3757] lr: 1.000e-03, eta: 14:16:10, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8875, loss_cls: 1.1978, loss: 1.1978, grad_norm: 5.8784 2020-07-25 21:27:59,108 - mmaction - INFO - Epoch [28][3620/3757] lr: 1.000e-03, eta: 14:15:57, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9039, loss_cls: 1.0602, loss: 1.0602, grad_norm: 5.5478 2020-07-25 21:28:11,280 - mmaction - INFO - Epoch [28][3640/3757] lr: 1.000e-03, eta: 14:15:45, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1489, loss: 1.1489, grad_norm: 5.5621 2020-07-25 21:28:23,464 - mmaction - INFO - Epoch [28][3660/3757] lr: 1.000e-03, eta: 14:15:32, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1572, loss: 1.1572, grad_norm: 5.8690 2020-07-25 21:28:35,728 - mmaction - INFO - Epoch [28][3680/3757] lr: 1.000e-03, eta: 14:15:20, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8992, loss_cls: 1.0961, loss: 1.0961, grad_norm: 5.7142 2020-07-25 21:28:47,949 - mmaction - INFO - Epoch [28][3700/3757] lr: 1.000e-03, eta: 14:15:07, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8852, loss_cls: 1.1921, loss: 1.1921, grad_norm: 5.6951 2020-07-25 21:29:00,081 - mmaction - INFO - Epoch [28][3720/3757] lr: 1.000e-03, eta: 14:14:54, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1463, loss: 1.1463, grad_norm: 5.5772 2020-07-25 21:29:12,307 - mmaction - INFO - Epoch [28][3740/3757] lr: 1.000e-03, eta: 14:14:42, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1501, loss: 1.1501, grad_norm: 5.7596 2020-07-25 21:29:22,573 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-07-25 21:29:49,415 - mmaction - INFO - Epoch [29][20/3757] lr: 1.000e-03, eta: 14:14:21, time: 1.305, data_time: 0.657, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1488, loss: 1.1488, grad_norm: 5.7013 2020-07-25 21:30:01,543 - mmaction - INFO - Epoch [29][40/3757] lr: 1.000e-03, eta: 14:14:09, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9031, loss_cls: 1.0925, loss: 1.0925, grad_norm: 5.6857 2020-07-25 21:30:13,915 - mmaction - INFO - Epoch [29][60/3757] lr: 1.000e-03, eta: 14:13:56, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.9031, loss_cls: 1.1190, loss: 1.1190, grad_norm: 5.8500 2020-07-25 21:30:26,032 - mmaction - INFO - Epoch [29][80/3757] lr: 1.000e-03, eta: 14:13:44, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.1075, loss: 1.1075, grad_norm: 5.6815 2020-07-25 21:30:38,201 - mmaction - INFO - Epoch [29][100/3757] lr: 1.000e-03, eta: 14:13:31, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.0806, loss: 1.0806, grad_norm: 5.6764 2020-07-25 21:30:50,315 - mmaction - INFO - Epoch [29][120/3757] lr: 1.000e-03, eta: 14:13:19, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8891, loss_cls: 1.1817, loss: 1.1817, grad_norm: 5.9895 2020-07-25 21:31:02,562 - mmaction - INFO - Epoch [29][140/3757] lr: 1.000e-03, eta: 14:13:06, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.9031, loss_cls: 1.1095, loss: 1.1095, grad_norm: 5.6802 2020-07-25 21:31:14,787 - mmaction - INFO - Epoch [29][160/3757] lr: 1.000e-03, eta: 14:12:53, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.1131, loss: 1.1131, grad_norm: 5.6793 2020-07-25 21:31:26,959 - mmaction - INFO - Epoch [29][180/3757] lr: 1.000e-03, eta: 14:12:41, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.9062, loss_cls: 1.1039, loss: 1.1039, grad_norm: 5.7831 2020-07-25 21:31:39,159 - mmaction - INFO - Epoch [29][200/3757] lr: 1.000e-03, eta: 14:12:28, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.1202, loss: 1.1202, grad_norm: 5.7134 2020-07-25 21:31:51,490 - mmaction - INFO - Epoch [29][220/3757] lr: 1.000e-03, eta: 14:12:16, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1414, loss: 1.1414, grad_norm: 5.7395 2020-07-25 21:32:03,733 - mmaction - INFO - Epoch [29][240/3757] lr: 1.000e-03, eta: 14:12:03, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.0688, loss: 1.0688, grad_norm: 5.6092 2020-07-25 21:32:16,062 - mmaction - INFO - Epoch [29][260/3757] lr: 1.000e-03, eta: 14:11:51, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.1266, loss: 1.1266, grad_norm: 5.6646 2020-07-25 21:32:28,119 - mmaction - INFO - Epoch [29][280/3757] lr: 1.000e-03, eta: 14:11:38, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1996, loss: 1.1996, grad_norm: 5.8903 2020-07-25 21:32:40,480 - mmaction - INFO - Epoch [29][300/3757] lr: 1.000e-03, eta: 14:11:26, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.1915, loss: 1.1915, grad_norm: 5.8935 2020-07-25 21:32:52,470 - mmaction - INFO - Epoch [29][320/3757] lr: 1.000e-03, eta: 14:11:13, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2008, loss: 1.2008, grad_norm: 6.1652 2020-07-25 21:33:04,670 - mmaction - INFO - Epoch [29][340/3757] lr: 1.000e-03, eta: 14:11:00, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9008, loss_cls: 1.0725, loss: 1.0725, grad_norm: 5.7582 2020-07-25 21:33:16,870 - mmaction - INFO - Epoch [29][360/3757] lr: 1.000e-03, eta: 14:10:48, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1534, loss: 1.1534, grad_norm: 5.7519 2020-07-25 21:33:29,061 - mmaction - INFO - Epoch [29][380/3757] lr: 1.000e-03, eta: 14:10:35, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.1467, loss: 1.1467, grad_norm: 5.7717 2020-07-25 21:33:41,034 - mmaction - INFO - Epoch [29][400/3757] lr: 1.000e-03, eta: 14:10:23, time: 0.600, data_time: 0.004, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1188, loss: 1.1188, grad_norm: 5.6481 2020-07-25 21:33:53,187 - mmaction - INFO - Epoch [29][420/3757] lr: 1.000e-03, eta: 14:10:10, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8984, loss_cls: 1.1432, loss: 1.1432, grad_norm: 5.7076 2020-07-25 21:34:05,405 - mmaction - INFO - Epoch [29][440/3757] lr: 1.000e-03, eta: 14:09:57, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8977, loss_cls: 1.1210, loss: 1.1210, grad_norm: 5.8085 2020-07-25 21:34:17,579 - mmaction - INFO - Epoch [29][460/3757] lr: 1.000e-03, eta: 14:09:45, time: 0.606, data_time: 0.009, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1619, loss: 1.1619, grad_norm: 5.8805 2020-07-25 21:34:29,629 - mmaction - INFO - Epoch [29][480/3757] lr: 1.000e-03, eta: 14:09:32, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1128, loss: 1.1128, grad_norm: 5.6689 2020-07-25 21:34:41,865 - mmaction - INFO - Epoch [29][500/3757] lr: 1.000e-03, eta: 14:09:20, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1386, loss: 1.1386, grad_norm: 5.7859 2020-07-25 21:34:53,959 - mmaction - INFO - Epoch [29][520/3757] lr: 1.000e-03, eta: 14:09:07, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8953, loss_cls: 1.1890, loss: 1.1890, grad_norm: 5.7669 2020-07-25 21:35:06,257 - mmaction - INFO - Epoch [29][540/3757] lr: 1.000e-03, eta: 14:08:54, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9055, loss_cls: 1.1320, loss: 1.1320, grad_norm: 5.8523 2020-07-25 21:35:18,390 - mmaction - INFO - Epoch [29][560/3757] lr: 1.000e-03, eta: 14:08:42, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.0443, loss: 1.0443, grad_norm: 5.4655 2020-07-25 21:35:30,600 - mmaction - INFO - Epoch [29][580/3757] lr: 1.000e-03, eta: 14:08:29, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1707, loss: 1.1707, grad_norm: 5.8692 2020-07-25 21:35:42,797 - mmaction - INFO - Epoch [29][600/3757] lr: 1.000e-03, eta: 14:08:17, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8859, loss_cls: 1.2222, loss: 1.2222, grad_norm: 5.9783 2020-07-25 21:35:55,150 - mmaction - INFO - Epoch [29][620/3757] lr: 1.000e-03, eta: 14:08:04, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8812, loss_cls: 1.1427, loss: 1.1427, grad_norm: 5.7940 2020-07-25 21:36:07,256 - mmaction - INFO - Epoch [29][640/3757] lr: 1.000e-03, eta: 14:07:52, time: 0.605, data_time: 0.002, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.1073, loss: 1.1073, grad_norm: 5.6353 2020-07-25 21:36:19,373 - mmaction - INFO - Epoch [29][660/3757] lr: 1.000e-03, eta: 14:07:39, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1158, loss: 1.1158, grad_norm: 5.6929 2020-07-25 21:36:31,610 - mmaction - INFO - Epoch [29][680/3757] lr: 1.000e-03, eta: 14:07:26, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1607, loss: 1.1607, grad_norm: 5.7669 2020-07-25 21:36:43,788 - mmaction - INFO - Epoch [29][700/3757] lr: 1.000e-03, eta: 14:07:14, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8984, loss_cls: 1.1608, loss: 1.1608, grad_norm: 5.7418 2020-07-25 21:36:55,967 - mmaction - INFO - Epoch [29][720/3757] lr: 1.000e-03, eta: 14:07:01, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8977, loss_cls: 1.0954, loss: 1.0954, grad_norm: 5.6833 2020-07-25 21:37:08,145 - mmaction - INFO - Epoch [29][740/3757] lr: 1.000e-03, eta: 14:06:49, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.1888, loss: 1.1888, grad_norm: 5.8005 2020-07-25 21:37:20,166 - mmaction - INFO - Epoch [29][760/3757] lr: 1.000e-03, eta: 14:06:36, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.0960, loss: 1.0960, grad_norm: 5.5902 2020-07-25 21:37:32,453 - mmaction - INFO - Epoch [29][780/3757] lr: 1.000e-03, eta: 14:06:23, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.1928, loss: 1.1928, grad_norm: 5.9323 2020-07-25 21:37:44,554 - mmaction - INFO - Epoch [29][800/3757] lr: 1.000e-03, eta: 14:06:11, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0672, loss: 1.0672, grad_norm: 5.5219 2020-07-25 21:37:56,673 - mmaction - INFO - Epoch [29][820/3757] lr: 1.000e-03, eta: 14:05:58, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8930, loss_cls: 1.1471, loss: 1.1471, grad_norm: 5.8954 2020-07-25 21:38:08,942 - mmaction - INFO - Epoch [29][840/3757] lr: 1.000e-03, eta: 14:05:46, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9031, loss_cls: 1.1263, loss: 1.1263, grad_norm: 5.7444 2020-07-25 21:38:21,227 - mmaction - INFO - Epoch [29][860/3757] lr: 1.000e-03, eta: 14:05:33, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1973, loss: 1.1973, grad_norm: 5.9279 2020-07-25 21:38:33,296 - mmaction - INFO - Epoch [29][880/3757] lr: 1.000e-03, eta: 14:05:21, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1484, loss: 1.1484, grad_norm: 5.9564 2020-07-25 21:38:45,608 - mmaction - INFO - Epoch [29][900/3757] lr: 1.000e-03, eta: 14:05:08, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.1088, loss: 1.1088, grad_norm: 5.8724 2020-07-25 21:38:57,771 - mmaction - INFO - Epoch [29][920/3757] lr: 1.000e-03, eta: 14:04:56, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.9047, loss_cls: 1.0726, loss: 1.0726, grad_norm: 5.7375 2020-07-25 21:39:09,990 - mmaction - INFO - Epoch [29][940/3757] lr: 1.000e-03, eta: 14:04:43, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8906, loss_cls: 1.1704, loss: 1.1704, grad_norm: 5.9012 2020-07-25 21:39:22,088 - mmaction - INFO - Epoch [29][960/3757] lr: 1.000e-03, eta: 14:04:30, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8930, loss_cls: 1.1562, loss: 1.1562, grad_norm: 5.8046 2020-07-25 21:39:34,400 - mmaction - INFO - Epoch [29][980/3757] lr: 1.000e-03, eta: 14:04:18, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8898, loss_cls: 1.1425, loss: 1.1425, grad_norm: 5.8753 2020-07-25 21:39:46,603 - mmaction - INFO - Epoch [29][1000/3757] lr: 1.000e-03, eta: 14:04:05, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.0851, loss: 1.0851, grad_norm: 5.6341 2020-07-25 21:39:58,863 - mmaction - INFO - Epoch [29][1020/3757] lr: 1.000e-03, eta: 14:03:53, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0934, loss: 1.0934, grad_norm: 5.8047 2020-07-25 21:40:11,114 - mmaction - INFO - Epoch [29][1040/3757] lr: 1.000e-03, eta: 14:03:40, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1478, loss: 1.1478, grad_norm: 5.6948 2020-07-25 21:40:23,516 - mmaction - INFO - Epoch [29][1060/3757] lr: 1.000e-03, eta: 14:03:28, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.1153, loss: 1.1153, grad_norm: 5.6349 2020-07-25 21:40:35,685 - mmaction - INFO - Epoch [29][1080/3757] lr: 1.000e-03, eta: 14:03:15, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9023, loss_cls: 1.0970, loss: 1.0970, grad_norm: 5.7772 2020-07-25 21:40:47,969 - mmaction - INFO - Epoch [29][1100/3757] lr: 1.000e-03, eta: 14:03:03, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.2122, loss: 1.2122, grad_norm: 5.9507 2020-07-25 21:41:00,139 - mmaction - INFO - Epoch [29][1120/3757] lr: 1.000e-03, eta: 14:02:50, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8875, loss_cls: 1.1784, loss: 1.1784, grad_norm: 5.8860 2020-07-25 21:41:12,236 - mmaction - INFO - Epoch [29][1140/3757] lr: 1.000e-03, eta: 14:02:38, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1561, loss: 1.1561, grad_norm: 5.9852 2020-07-25 21:41:24,489 - mmaction - INFO - Epoch [29][1160/3757] lr: 1.000e-03, eta: 14:02:25, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8906, loss_cls: 1.1385, loss: 1.1385, grad_norm: 5.8555 2020-07-25 21:41:36,465 - mmaction - INFO - Epoch [29][1180/3757] lr: 1.000e-03, eta: 14:02:12, time: 0.600, data_time: 0.004, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1561, loss: 1.1561, grad_norm: 5.9381 2020-07-25 21:41:48,652 - mmaction - INFO - Epoch [29][1200/3757] lr: 1.000e-03, eta: 14:02:00, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.1695, loss: 1.1695, grad_norm: 5.9057 2020-07-25 21:42:00,829 - mmaction - INFO - Epoch [29][1220/3757] lr: 1.000e-03, eta: 14:01:47, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.9031, loss_cls: 1.1104, loss: 1.1104, grad_norm: 5.7081 2020-07-25 21:42:12,880 - mmaction - INFO - Epoch [29][1240/3757] lr: 1.000e-03, eta: 14:01:34, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9102, loss_cls: 1.0602, loss: 1.0602, grad_norm: 5.6140 2020-07-25 21:42:25,240 - mmaction - INFO - Epoch [29][1260/3757] lr: 1.000e-03, eta: 14:01:22, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9023, loss_cls: 1.0952, loss: 1.0952, grad_norm: 5.7636 2020-07-25 21:42:37,380 - mmaction - INFO - Epoch [29][1280/3757] lr: 1.000e-03, eta: 14:01:09, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8984, loss_cls: 1.1710, loss: 1.1710, grad_norm: 5.8870 2020-07-25 21:42:49,707 - mmaction - INFO - Epoch [29][1300/3757] lr: 1.000e-03, eta: 14:00:57, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1420, loss: 1.1420, grad_norm: 5.7333 2020-07-25 21:43:01,970 - mmaction - INFO - Epoch [29][1320/3757] lr: 1.000e-03, eta: 14:00:44, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.0801, loss: 1.0801, grad_norm: 5.6112 2020-07-25 21:43:14,136 - mmaction - INFO - Epoch [29][1340/3757] lr: 1.000e-03, eta: 14:00:32, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.9008, loss_cls: 1.1614, loss: 1.1614, grad_norm: 5.9486 2020-07-25 21:43:26,348 - mmaction - INFO - Epoch [29][1360/3757] lr: 1.000e-03, eta: 14:00:19, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1088, loss: 1.1088, grad_norm: 5.9102 2020-07-25 21:43:38,653 - mmaction - INFO - Epoch [29][1380/3757] lr: 1.000e-03, eta: 14:00:07, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1566, loss: 1.1566, grad_norm: 5.9003 2020-07-25 21:43:50,726 - mmaction - INFO - Epoch [29][1400/3757] lr: 1.000e-03, eta: 13:59:54, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.1439, loss: 1.1439, grad_norm: 5.8138 2020-07-25 21:44:02,883 - mmaction - INFO - Epoch [29][1420/3757] lr: 1.000e-03, eta: 13:59:42, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1710, loss: 1.1710, grad_norm: 5.7690 2020-07-25 21:44:15,034 - mmaction - INFO - Epoch [29][1440/3757] lr: 1.000e-03, eta: 13:59:29, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1379, loss: 1.1379, grad_norm: 5.7274 2020-07-25 21:44:27,408 - mmaction - INFO - Epoch [29][1460/3757] lr: 1.000e-03, eta: 13:59:17, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1642, loss: 1.1642, grad_norm: 5.7046 2020-07-25 21:44:39,579 - mmaction - INFO - Epoch [29][1480/3757] lr: 1.000e-03, eta: 13:59:04, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8992, loss_cls: 1.1091, loss: 1.1091, grad_norm: 5.7722 2020-07-25 21:44:51,781 - mmaction - INFO - Epoch [29][1500/3757] lr: 1.000e-03, eta: 13:58:51, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.9031, loss_cls: 1.0885, loss: 1.0885, grad_norm: 5.9132 2020-07-25 21:45:04,055 - mmaction - INFO - Epoch [29][1520/3757] lr: 1.000e-03, eta: 13:58:39, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.9238 2020-07-25 21:45:16,317 - mmaction - INFO - Epoch [29][1540/3757] lr: 1.000e-03, eta: 13:58:26, time: 0.612, data_time: 0.002, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1710, loss: 1.1710, grad_norm: 5.8761 2020-07-25 21:45:28,683 - mmaction - INFO - Epoch [29][1560/3757] lr: 1.000e-03, eta: 13:58:14, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.1390, loss: 1.1390, grad_norm: 5.8028 2020-07-25 21:45:40,924 - mmaction - INFO - Epoch [29][1580/3757] lr: 1.000e-03, eta: 13:58:01, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.9000, loss_cls: 1.1585, loss: 1.1585, grad_norm: 5.8125 2020-07-25 21:45:53,151 - mmaction - INFO - Epoch [29][1600/3757] lr: 1.000e-03, eta: 13:57:49, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8930, loss_cls: 1.1646, loss: 1.1646, grad_norm: 5.8485 2020-07-25 21:46:05,206 - mmaction - INFO - Epoch [29][1620/3757] lr: 1.000e-03, eta: 13:57:36, time: 0.607, data_time: 0.009, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1354, loss: 1.1354, grad_norm: 5.8937 2020-07-25 21:46:17,435 - mmaction - INFO - Epoch [29][1640/3757] lr: 1.000e-03, eta: 13:57:24, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1677, loss: 1.1677, grad_norm: 5.8148 2020-07-25 21:46:29,540 - mmaction - INFO - Epoch [29][1660/3757] lr: 1.000e-03, eta: 13:57:11, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1165, loss: 1.1165, grad_norm: 5.5642 2020-07-25 21:46:41,829 - mmaction - INFO - Epoch [29][1680/3757] lr: 1.000e-03, eta: 13:56:58, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8797, loss_cls: 1.1454, loss: 1.1454, grad_norm: 5.9611 2020-07-25 21:46:53,827 - mmaction - INFO - Epoch [29][1700/3757] lr: 1.000e-03, eta: 13:56:46, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1696, loss: 1.1696, grad_norm: 5.9759 2020-07-25 21:47:06,055 - mmaction - INFO - Epoch [29][1720/3757] lr: 1.000e-03, eta: 13:56:33, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1743, loss: 1.1743, grad_norm: 5.8918 2020-07-25 21:47:18,189 - mmaction - INFO - Epoch [29][1740/3757] lr: 1.000e-03, eta: 13:56:21, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1856, loss: 1.1856, grad_norm: 5.8502 2020-07-25 21:47:30,356 - mmaction - INFO - Epoch [29][1760/3757] lr: 1.000e-03, eta: 13:56:08, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0980, loss: 1.0980, grad_norm: 5.7769 2020-07-25 21:47:42,538 - mmaction - INFO - Epoch [29][1780/3757] lr: 1.000e-03, eta: 13:55:56, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1788, loss: 1.1788, grad_norm: 5.8289 2020-07-25 21:47:54,843 - mmaction - INFO - Epoch [29][1800/3757] lr: 1.000e-03, eta: 13:55:43, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.1887, loss: 1.1887, grad_norm: 5.9594 2020-07-25 21:48:06,978 - mmaction - INFO - Epoch [29][1820/3757] lr: 1.000e-03, eta: 13:55:30, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8969, loss_cls: 1.1062, loss: 1.1062, grad_norm: 5.8518 2020-07-25 21:48:19,209 - mmaction - INFO - Epoch [29][1840/3757] lr: 1.000e-03, eta: 13:55:18, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1205, loss: 1.1205, grad_norm: 5.6516 2020-07-25 21:48:31,406 - mmaction - INFO - Epoch [29][1860/3757] lr: 1.000e-03, eta: 13:55:05, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1138, loss: 1.1138, grad_norm: 5.6784 2020-07-25 21:48:43,612 - mmaction - INFO - Epoch [29][1880/3757] lr: 1.000e-03, eta: 13:54:53, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.1546, loss: 1.1546, grad_norm: 5.7933 2020-07-25 21:48:55,819 - mmaction - INFO - Epoch [29][1900/3757] lr: 1.000e-03, eta: 13:54:40, time: 0.610, data_time: 0.002, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.1763, loss: 1.1763, grad_norm: 5.8896 2020-07-25 21:49:08,218 - mmaction - INFO - Epoch [29][1920/3757] lr: 1.000e-03, eta: 13:54:28, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8961, loss_cls: 1.1281, loss: 1.1281, grad_norm: 5.7442 2020-07-25 21:49:20,427 - mmaction - INFO - Epoch [29][1940/3757] lr: 1.000e-03, eta: 13:54:15, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1316, loss: 1.1316, grad_norm: 5.7941 2020-07-25 21:49:32,601 - mmaction - INFO - Epoch [29][1960/3757] lr: 1.000e-03, eta: 13:54:03, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.9031, loss_cls: 1.0656, loss: 1.0656, grad_norm: 5.6221 2020-07-25 21:49:44,828 - mmaction - INFO - Epoch [29][1980/3757] lr: 1.000e-03, eta: 13:53:50, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.1858, loss: 1.1858, grad_norm: 5.9315 2020-07-25 21:49:57,046 - mmaction - INFO - Epoch [29][2000/3757] lr: 1.000e-03, eta: 13:53:38, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1328, loss: 1.1328, grad_norm: 5.7358 2020-07-25 21:50:09,281 - mmaction - INFO - Epoch [29][2020/3757] lr: 1.000e-03, eta: 13:53:25, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1306, loss: 1.1306, grad_norm: 5.7192 2020-07-25 21:50:21,443 - mmaction - INFO - Epoch [29][2040/3757] lr: 1.000e-03, eta: 13:53:13, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8992, loss_cls: 1.1152, loss: 1.1152, grad_norm: 5.6865 2020-07-25 21:50:33,768 - mmaction - INFO - Epoch [29][2060/3757] lr: 1.000e-03, eta: 13:53:00, time: 0.616, data_time: 0.004, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9000, loss_cls: 1.1168, loss: 1.1168, grad_norm: 5.7643 2020-07-25 21:50:46,065 - mmaction - INFO - Epoch [29][2080/3757] lr: 1.000e-03, eta: 13:52:48, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8898, loss_cls: 1.1971, loss: 1.1971, grad_norm: 5.9393 2020-07-25 21:50:58,303 - mmaction - INFO - Epoch [29][2100/3757] lr: 1.000e-03, eta: 13:52:35, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2025, loss: 1.2025, grad_norm: 5.8191 2020-07-25 21:51:10,545 - mmaction - INFO - Epoch [29][2120/3757] lr: 1.000e-03, eta: 13:52:23, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8945, loss_cls: 1.1334, loss: 1.1334, grad_norm: 5.7716 2020-07-25 21:51:22,605 - mmaction - INFO - Epoch [29][2140/3757] lr: 1.000e-03, eta: 13:52:10, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.1586, loss: 1.1586, grad_norm: 5.8220 2020-07-25 21:51:34,838 - mmaction - INFO - Epoch [29][2160/3757] lr: 1.000e-03, eta: 13:51:57, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1684, loss: 1.1684, grad_norm: 5.7566 2020-07-25 21:51:46,915 - mmaction - INFO - Epoch [29][2180/3757] lr: 1.000e-03, eta: 13:51:45, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1067, loss: 1.1067, grad_norm: 5.5926 2020-07-25 21:51:59,241 - mmaction - INFO - Epoch [29][2200/3757] lr: 1.000e-03, eta: 13:51:32, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.1920, loss: 1.1920, grad_norm: 5.9366 2020-07-25 21:52:11,201 - mmaction - INFO - Epoch [29][2220/3757] lr: 1.000e-03, eta: 13:51:20, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8961, loss_cls: 1.1546, loss: 1.1546, grad_norm: 5.8984 2020-07-25 21:52:23,481 - mmaction - INFO - Epoch [29][2240/3757] lr: 1.000e-03, eta: 13:51:07, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1688, loss: 1.1688, grad_norm: 6.0016 2020-07-25 21:52:35,671 - mmaction - INFO - Epoch [29][2260/3757] lr: 1.000e-03, eta: 13:50:54, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.0800, loss: 1.0800, grad_norm: 5.7542 2020-07-25 21:52:48,042 - mmaction - INFO - Epoch [29][2280/3757] lr: 1.000e-03, eta: 13:50:42, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1153, loss: 1.1153, grad_norm: 5.7137 2020-07-25 21:53:00,159 - mmaction - INFO - Epoch [29][2300/3757] lr: 1.000e-03, eta: 13:50:29, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.0852, loss: 1.0852, grad_norm: 5.8819 2020-07-25 21:53:12,369 - mmaction - INFO - Epoch [29][2320/3757] lr: 1.000e-03, eta: 13:50:17, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8914, loss_cls: 1.1441, loss: 1.1441, grad_norm: 5.9242 2020-07-25 21:53:24,600 - mmaction - INFO - Epoch [29][2340/3757] lr: 1.000e-03, eta: 13:50:04, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.9000, loss_cls: 1.1065, loss: 1.1065, grad_norm: 5.6823 2020-07-25 21:53:36,841 - mmaction - INFO - Epoch [29][2360/3757] lr: 1.000e-03, eta: 13:49:52, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1933, loss: 1.1933, grad_norm: 5.8892 2020-07-25 21:53:48,962 - mmaction - INFO - Epoch [29][2380/3757] lr: 1.000e-03, eta: 13:49:39, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.9008, loss_cls: 1.1128, loss: 1.1128, grad_norm: 5.8375 2020-07-25 21:54:01,334 - mmaction - INFO - Epoch [29][2400/3757] lr: 1.000e-03, eta: 13:49:27, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8922, loss_cls: 1.1637, loss: 1.1637, grad_norm: 5.9975 2020-07-25 21:54:13,465 - mmaction - INFO - Epoch [29][2420/3757] lr: 1.000e-03, eta: 13:49:14, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1473, loss: 1.1473, grad_norm: 5.7825 2020-07-25 21:54:25,657 - mmaction - INFO - Epoch [29][2440/3757] lr: 1.000e-03, eta: 13:49:02, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9117, loss_cls: 1.0826, loss: 1.0826, grad_norm: 5.8276 2020-07-25 21:54:37,764 - mmaction - INFO - Epoch [29][2460/3757] lr: 1.000e-03, eta: 13:48:49, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.9000, loss_cls: 1.1147, loss: 1.1147, grad_norm: 5.9088 2020-07-25 21:54:49,983 - mmaction - INFO - Epoch [29][2480/3757] lr: 1.000e-03, eta: 13:48:36, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1060, loss: 1.1060, grad_norm: 5.8118 2020-07-25 21:55:02,272 - mmaction - INFO - Epoch [29][2500/3757] lr: 1.000e-03, eta: 13:48:24, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8891, loss_cls: 1.2109, loss: 1.2109, grad_norm: 6.0063 2020-07-25 21:55:14,422 - mmaction - INFO - Epoch [29][2520/3757] lr: 1.000e-03, eta: 13:48:11, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.0911, loss: 1.0911, grad_norm: 5.7998 2020-07-25 21:55:26,620 - mmaction - INFO - Epoch [29][2540/3757] lr: 1.000e-03, eta: 13:47:59, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.1211, loss: 1.1211, grad_norm: 5.7618 2020-07-25 21:55:38,753 - mmaction - INFO - Epoch [29][2560/3757] lr: 1.000e-03, eta: 13:47:46, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.2080, loss: 1.2080, grad_norm: 5.9702 2020-07-25 21:55:50,981 - mmaction - INFO - Epoch [29][2580/3757] lr: 1.000e-03, eta: 13:47:34, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.1428, loss: 1.1428, grad_norm: 5.8546 2020-07-25 21:56:03,132 - mmaction - INFO - Epoch [29][2600/3757] lr: 1.000e-03, eta: 13:47:21, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1382, loss: 1.1382, grad_norm: 5.8459 2020-07-25 21:56:15,293 - mmaction - INFO - Epoch [29][2620/3757] lr: 1.000e-03, eta: 13:47:08, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.2097, loss: 1.2097, grad_norm: 5.8199 2020-07-25 21:56:27,294 - mmaction - INFO - Epoch [29][2640/3757] lr: 1.000e-03, eta: 13:46:56, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1687, loss: 1.1687, grad_norm: 5.8154 2020-07-25 21:56:39,456 - mmaction - INFO - Epoch [29][2660/3757] lr: 1.000e-03, eta: 13:46:43, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1574, loss: 1.1574, grad_norm: 5.9417 2020-07-25 21:56:51,691 - mmaction - INFO - Epoch [29][2680/3757] lr: 1.000e-03, eta: 13:46:31, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1176, loss: 1.1176, grad_norm: 5.6289 2020-07-25 21:57:04,001 - mmaction - INFO - Epoch [29][2700/3757] lr: 1.000e-03, eta: 13:46:18, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0903, loss: 1.0903, grad_norm: 5.6414 2020-07-25 21:57:16,238 - mmaction - INFO - Epoch [29][2720/3757] lr: 1.000e-03, eta: 13:46:06, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2516, loss: 1.2516, grad_norm: 5.9899 2020-07-25 21:57:28,540 - mmaction - INFO - Epoch [29][2740/3757] lr: 1.000e-03, eta: 13:45:53, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1165, loss: 1.1165, grad_norm: 5.8804 2020-07-25 21:57:40,648 - mmaction - INFO - Epoch [29][2760/3757] lr: 1.000e-03, eta: 13:45:41, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.1510, loss: 1.1510, grad_norm: 5.7026 2020-07-25 21:57:52,728 - mmaction - INFO - Epoch [29][2780/3757] lr: 1.000e-03, eta: 13:45:28, time: 0.600, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8922, loss_cls: 1.1209, loss: 1.1209, grad_norm: 5.7242 2020-07-25 21:58:04,961 - mmaction - INFO - Epoch [29][2800/3757] lr: 1.000e-03, eta: 13:45:15, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1209, loss: 1.1209, grad_norm: 5.8344 2020-07-25 21:58:17,105 - mmaction - INFO - Epoch [29][2820/3757] lr: 1.000e-03, eta: 13:45:03, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1382, loss: 1.1382, grad_norm: 5.9385 2020-07-25 21:58:29,342 - mmaction - INFO - Epoch [29][2840/3757] lr: 1.000e-03, eta: 13:44:50, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.1089, loss: 1.1089, grad_norm: 5.7524 2020-07-25 21:58:41,496 - mmaction - INFO - Epoch [29][2860/3757] lr: 1.000e-03, eta: 13:44:38, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1419, loss: 1.1419, grad_norm: 5.8826 2020-07-25 21:58:53,633 - mmaction - INFO - Epoch [29][2880/3757] lr: 1.000e-03, eta: 13:44:25, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.1592, loss: 1.1592, grad_norm: 5.8309 2020-07-25 21:59:05,892 - mmaction - INFO - Epoch [29][2900/3757] lr: 1.000e-03, eta: 13:44:13, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.1317, loss: 1.1317, grad_norm: 5.8301 2020-07-25 21:59:17,906 - mmaction - INFO - Epoch [29][2920/3757] lr: 1.000e-03, eta: 13:44:00, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0921, loss: 1.0921, grad_norm: 5.7779 2020-07-25 21:59:30,132 - mmaction - INFO - Epoch [29][2940/3757] lr: 1.000e-03, eta: 13:43:47, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1260, loss: 1.1260, grad_norm: 5.7762 2020-07-25 21:59:42,092 - mmaction - INFO - Epoch [29][2960/3757] lr: 1.000e-03, eta: 13:43:35, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8875, loss_cls: 1.1977, loss: 1.1977, grad_norm: 5.9752 2020-07-25 21:59:54,332 - mmaction - INFO - Epoch [29][2980/3757] lr: 1.000e-03, eta: 13:43:22, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.9023, loss_cls: 1.0811, loss: 1.0811, grad_norm: 5.5929 2020-07-25 22:00:08,343 - mmaction - INFO - Epoch [29][3000/3757] lr: 1.000e-03, eta: 13:43:11, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1382, loss: 1.1382, grad_norm: 5.8410 2020-07-25 22:00:22,834 - mmaction - INFO - Epoch [29][3020/3757] lr: 1.000e-03, eta: 13:43:00, time: 0.727, data_time: 0.124, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.1289, loss: 1.1289, grad_norm: 5.9059 2020-07-25 22:00:34,963 - mmaction - INFO - Epoch [29][3040/3757] lr: 1.000e-03, eta: 13:42:47, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1466, loss: 1.1466, grad_norm: 5.7860 2020-07-25 22:00:47,158 - mmaction - INFO - Epoch [29][3060/3757] lr: 1.000e-03, eta: 13:42:35, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7125, top5_acc: 0.9031, loss_cls: 1.1323, loss: 1.1323, grad_norm: 6.0083 2020-07-25 22:00:59,218 - mmaction - INFO - Epoch [29][3080/3757] lr: 1.000e-03, eta: 13:42:22, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.1792, loss: 1.1792, grad_norm: 5.8402 2020-07-25 22:01:11,656 - mmaction - INFO - Epoch [29][3100/3757] lr: 1.000e-03, eta: 13:42:10, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8977, loss_cls: 1.1100, loss: 1.1100, grad_norm: 5.6902 2020-07-25 22:01:23,827 - mmaction - INFO - Epoch [29][3120/3757] lr: 1.000e-03, eta: 13:41:57, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8922, loss_cls: 1.1322, loss: 1.1322, grad_norm: 5.6591 2020-07-25 22:01:35,921 - mmaction - INFO - Epoch [29][3140/3757] lr: 1.000e-03, eta: 13:41:45, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8883, loss_cls: 1.1693, loss: 1.1693, grad_norm: 5.8921 2020-07-25 22:01:48,116 - mmaction - INFO - Epoch [29][3160/3757] lr: 1.000e-03, eta: 13:41:32, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1972, loss: 1.1972, grad_norm: 5.9222 2020-07-25 22:02:00,335 - mmaction - INFO - Epoch [29][3180/3757] lr: 1.000e-03, eta: 13:41:20, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8984, loss_cls: 1.1051, loss: 1.1051, grad_norm: 5.8760 2020-07-25 22:02:12,599 - mmaction - INFO - Epoch [29][3200/3757] lr: 1.000e-03, eta: 13:41:07, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1398, loss: 1.1398, grad_norm: 5.7856 2020-07-25 22:02:24,727 - mmaction - INFO - Epoch [29][3220/3757] lr: 1.000e-03, eta: 13:40:55, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1615, loss: 1.1615, grad_norm: 5.9703 2020-07-25 22:02:36,905 - mmaction - INFO - Epoch [29][3240/3757] lr: 1.000e-03, eta: 13:40:42, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9062, loss_cls: 1.1112, loss: 1.1112, grad_norm: 5.7301 2020-07-25 22:02:49,845 - mmaction - INFO - Epoch [29][3260/3757] lr: 1.000e-03, eta: 13:40:30, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2300, loss: 1.2300, grad_norm: 5.8159 2020-07-25 22:03:02,040 - mmaction - INFO - Epoch [29][3280/3757] lr: 1.000e-03, eta: 13:40:17, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1208, loss: 1.1208, grad_norm: 5.9039 2020-07-25 22:03:14,196 - mmaction - INFO - Epoch [29][3300/3757] lr: 1.000e-03, eta: 13:40:05, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1123, loss: 1.1123, grad_norm: 5.7268 2020-07-25 22:03:26,425 - mmaction - INFO - Epoch [29][3320/3757] lr: 1.000e-03, eta: 13:39:52, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.1308, loss: 1.1308, grad_norm: 5.8178 2020-07-25 22:03:38,417 - mmaction - INFO - Epoch [29][3340/3757] lr: 1.000e-03, eta: 13:39:40, time: 0.599, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8938, loss_cls: 1.1936, loss: 1.1936, grad_norm: 5.9823 2020-07-25 22:03:50,573 - mmaction - INFO - Epoch [29][3360/3757] lr: 1.000e-03, eta: 13:39:27, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.2277, loss: 1.2277, grad_norm: 6.0671 2020-07-25 22:04:02,794 - mmaction - INFO - Epoch [29][3380/3757] lr: 1.000e-03, eta: 13:39:14, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1540, loss: 1.1540, grad_norm: 5.8082 2020-07-25 22:04:15,010 - mmaction - INFO - Epoch [29][3400/3757] lr: 1.000e-03, eta: 13:39:02, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1167, loss: 1.1167, grad_norm: 5.8622 2020-07-25 22:04:27,087 - mmaction - INFO - Epoch [29][3420/3757] lr: 1.000e-03, eta: 13:38:49, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1430, loss: 1.1430, grad_norm: 5.9150 2020-07-25 22:04:39,268 - mmaction - INFO - Epoch [29][3440/3757] lr: 1.000e-03, eta: 13:38:37, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1597, loss: 1.1597, grad_norm: 5.9231 2020-07-25 22:04:51,351 - mmaction - INFO - Epoch [29][3460/3757] lr: 1.000e-03, eta: 13:38:24, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.1200, loss: 1.1200, grad_norm: 6.0336 2020-07-25 22:05:03,887 - mmaction - INFO - Epoch [29][3480/3757] lr: 1.000e-03, eta: 13:38:12, time: 0.625, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8977, loss_cls: 1.1032, loss: 1.1032, grad_norm: 5.7484 2020-07-25 22:05:15,898 - mmaction - INFO - Epoch [29][3500/3757] lr: 1.000e-03, eta: 13:37:59, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1336, loss: 1.1336, grad_norm: 5.9976 2020-07-25 22:05:28,132 - mmaction - INFO - Epoch [29][3520/3757] lr: 1.000e-03, eta: 13:37:47, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.1356, loss: 1.1356, grad_norm: 5.9285 2020-07-25 22:05:40,138 - mmaction - INFO - Epoch [29][3540/3757] lr: 1.000e-03, eta: 13:37:34, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8977, loss_cls: 1.1396, loss: 1.1396, grad_norm: 5.8675 2020-07-25 22:05:52,365 - mmaction - INFO - Epoch [29][3560/3757] lr: 1.000e-03, eta: 13:37:21, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8945, loss_cls: 1.1801, loss: 1.1801, grad_norm: 6.0291 2020-07-25 22:06:04,513 - mmaction - INFO - Epoch [29][3580/3757] lr: 1.000e-03, eta: 13:37:09, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.1615, loss: 1.1615, grad_norm: 5.6996 2020-07-25 22:06:16,599 - mmaction - INFO - Epoch [29][3600/3757] lr: 1.000e-03, eta: 13:36:56, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.8922, loss_cls: 1.0835, loss: 1.0835, grad_norm: 5.6649 2020-07-25 22:06:29,010 - mmaction - INFO - Epoch [29][3620/3757] lr: 1.000e-03, eta: 13:36:44, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8914, loss_cls: 1.1772, loss: 1.1772, grad_norm: 6.0274 2020-07-25 22:06:41,270 - mmaction - INFO - Epoch [29][3640/3757] lr: 1.000e-03, eta: 13:36:31, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8914, loss_cls: 1.1374, loss: 1.1374, grad_norm: 5.8077 2020-07-25 22:06:53,639 - mmaction - INFO - Epoch [29][3660/3757] lr: 1.000e-03, eta: 13:36:19, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8930, loss_cls: 1.1303, loss: 1.1303, grad_norm: 5.8657 2020-07-25 22:07:05,784 - mmaction - INFO - Epoch [29][3680/3757] lr: 1.000e-03, eta: 13:36:06, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8852, loss_cls: 1.1990, loss: 1.1990, grad_norm: 5.9882 2020-07-25 22:07:17,877 - mmaction - INFO - Epoch [29][3700/3757] lr: 1.000e-03, eta: 13:35:54, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9125, loss_cls: 1.0600, loss: 1.0600, grad_norm: 5.7046 2020-07-25 22:07:30,070 - mmaction - INFO - Epoch [29][3720/3757] lr: 1.000e-03, eta: 13:35:41, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.2005, loss: 1.2005, grad_norm: 5.9607 2020-07-25 22:07:42,341 - mmaction - INFO - Epoch [29][3740/3757] lr: 1.000e-03, eta: 13:35:29, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8883, loss_cls: 1.1563, loss: 1.1563, grad_norm: 5.9871 2020-07-25 22:07:52,743 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-07-25 22:08:17,585 - mmaction - INFO - Epoch [30][20/3757] lr: 1.000e-03, eta: 13:35:06, time: 1.211, data_time: 0.571, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0824, loss: 1.0824, grad_norm: 5.6609 2020-07-25 22:08:29,761 - mmaction - INFO - Epoch [30][40/3757] lr: 1.000e-03, eta: 13:34:54, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8930, loss_cls: 1.1533, loss: 1.1533, grad_norm: 5.8579 2020-07-25 22:08:41,938 - mmaction - INFO - Epoch [30][60/3757] lr: 1.000e-03, eta: 13:34:41, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1908, loss: 1.1908, grad_norm: 5.9373 2020-07-25 22:08:54,080 - mmaction - INFO - Epoch [30][80/3757] lr: 1.000e-03, eta: 13:34:29, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0833, loss: 1.0833, grad_norm: 5.4578 2020-07-25 22:09:06,096 - mmaction - INFO - Epoch [30][100/3757] lr: 1.000e-03, eta: 13:34:16, time: 0.600, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1519, loss: 1.1519, grad_norm: 5.8694 2020-07-25 22:09:18,264 - mmaction - INFO - Epoch [30][120/3757] lr: 1.000e-03, eta: 13:34:03, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8945, loss_cls: 1.1551, loss: 1.1551, grad_norm: 6.0009 2020-07-25 22:09:30,328 - mmaction - INFO - Epoch [30][140/3757] lr: 1.000e-03, eta: 13:33:51, time: 0.606, data_time: 0.009, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.1126, loss: 1.1126, grad_norm: 5.7896 2020-07-25 22:09:42,632 - mmaction - INFO - Epoch [30][160/3757] lr: 1.000e-03, eta: 13:33:38, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.0830, loss: 1.0830, grad_norm: 5.7130 2020-07-25 22:09:54,654 - mmaction - INFO - Epoch [30][180/3757] lr: 1.000e-03, eta: 13:33:26, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8898, loss_cls: 1.1051, loss: 1.1051, grad_norm: 5.5671 2020-07-25 22:10:06,815 - mmaction - INFO - Epoch [30][200/3757] lr: 1.000e-03, eta: 13:33:13, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1435, loss: 1.1435, grad_norm: 5.9024 2020-07-25 22:10:18,841 - mmaction - INFO - Epoch [30][220/3757] lr: 1.000e-03, eta: 13:33:00, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.1699, loss: 1.1699, grad_norm: 6.0272 2020-07-25 22:10:31,179 - mmaction - INFO - Epoch [30][240/3757] lr: 1.000e-03, eta: 13:32:48, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8992, loss_cls: 1.1410, loss: 1.1410, grad_norm: 5.8556 2020-07-25 22:10:43,329 - mmaction - INFO - Epoch [30][260/3757] lr: 1.000e-03, eta: 13:32:35, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1391, loss: 1.1391, grad_norm: 5.7777 2020-07-25 22:10:55,591 - mmaction - INFO - Epoch [30][280/3757] lr: 1.000e-03, eta: 13:32:23, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8984, loss_cls: 1.1137, loss: 1.1137, grad_norm: 5.7535 2020-07-25 22:11:07,725 - mmaction - INFO - Epoch [30][300/3757] lr: 1.000e-03, eta: 13:32:10, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1147, loss: 1.1147, grad_norm: 5.7589 2020-07-25 22:11:19,865 - mmaction - INFO - Epoch [30][320/3757] lr: 1.000e-03, eta: 13:31:58, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.1271, loss: 1.1271, grad_norm: 5.9358 2020-07-25 22:11:31,842 - mmaction - INFO - Epoch [30][340/3757] lr: 1.000e-03, eta: 13:31:45, time: 0.601, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8906, loss_cls: 1.0902, loss: 1.0902, grad_norm: 5.7959 2020-07-25 22:11:44,144 - mmaction - INFO - Epoch [30][360/3757] lr: 1.000e-03, eta: 13:31:33, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0633, loss: 1.0633, grad_norm: 5.6015 2020-07-25 22:11:56,368 - mmaction - INFO - Epoch [30][380/3757] lr: 1.000e-03, eta: 13:31:20, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.1233, loss: 1.1233, grad_norm: 5.7713 2020-07-25 22:12:08,656 - mmaction - INFO - Epoch [30][400/3757] lr: 1.000e-03, eta: 13:31:08, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1189, loss: 1.1189, grad_norm: 5.7358 2020-07-25 22:12:20,829 - mmaction - INFO - Epoch [30][420/3757] lr: 1.000e-03, eta: 13:30:55, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8992, loss_cls: 1.0830, loss: 1.0830, grad_norm: 5.7461 2020-07-25 22:12:32,930 - mmaction - INFO - Epoch [30][440/3757] lr: 1.000e-03, eta: 13:30:42, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1466, loss: 1.1466, grad_norm: 5.8650 2020-07-25 22:12:45,698 - mmaction - INFO - Epoch [30][460/3757] lr: 1.000e-03, eta: 13:30:30, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.8120 2020-07-25 22:12:58,026 - mmaction - INFO - Epoch [30][480/3757] lr: 1.000e-03, eta: 13:30:18, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.0153 2020-07-25 22:13:10,041 - mmaction - INFO - Epoch [30][500/3757] lr: 1.000e-03, eta: 13:30:05, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8875, loss_cls: 1.2142, loss: 1.2142, grad_norm: 6.1070 2020-07-25 22:13:22,467 - mmaction - INFO - Epoch [30][520/3757] lr: 1.000e-03, eta: 13:29:53, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0845, loss: 1.0845, grad_norm: 5.5676 2020-07-25 22:13:34,647 - mmaction - INFO - Epoch [30][540/3757] lr: 1.000e-03, eta: 13:29:40, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0573, loss: 1.0573, grad_norm: 5.5487 2020-07-25 22:13:46,810 - mmaction - INFO - Epoch [30][560/3757] lr: 1.000e-03, eta: 13:29:28, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8953, loss_cls: 1.0969, loss: 1.0969, grad_norm: 5.7784 2020-07-25 22:13:58,929 - mmaction - INFO - Epoch [30][580/3757] lr: 1.000e-03, eta: 13:29:15, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9078, loss_cls: 1.0567, loss: 1.0567, grad_norm: 5.7689 2020-07-25 22:14:11,199 - mmaction - INFO - Epoch [30][600/3757] lr: 1.000e-03, eta: 13:29:03, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9000, loss_cls: 1.1118, loss: 1.1118, grad_norm: 5.7411 2020-07-25 22:14:23,287 - mmaction - INFO - Epoch [30][620/3757] lr: 1.000e-03, eta: 13:28:50, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9164, loss_cls: 1.0117, loss: 1.0117, grad_norm: 5.5912 2020-07-25 22:14:35,410 - mmaction - INFO - Epoch [30][640/3757] lr: 1.000e-03, eta: 13:28:37, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9164, loss_cls: 1.0439, loss: 1.0439, grad_norm: 5.6349 2020-07-25 22:14:47,772 - mmaction - INFO - Epoch [30][660/3757] lr: 1.000e-03, eta: 13:28:25, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1573, loss: 1.1573, grad_norm: 5.7218 2020-07-25 22:14:59,958 - mmaction - INFO - Epoch [30][680/3757] lr: 1.000e-03, eta: 13:28:12, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9070, loss_cls: 1.1115, loss: 1.1115, grad_norm: 5.8887 2020-07-25 22:15:12,135 - mmaction - INFO - Epoch [30][700/3757] lr: 1.000e-03, eta: 13:28:00, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9008, loss_cls: 1.0875, loss: 1.0875, grad_norm: 5.6403 2020-07-25 22:15:24,259 - mmaction - INFO - Epoch [30][720/3757] lr: 1.000e-03, eta: 13:27:47, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1443, loss: 1.1443, grad_norm: 5.9266 2020-07-25 22:15:36,453 - mmaction - INFO - Epoch [30][740/3757] lr: 1.000e-03, eta: 13:27:35, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.1135, loss: 1.1135, grad_norm: 5.9245 2020-07-25 22:15:48,563 - mmaction - INFO - Epoch [30][760/3757] lr: 1.000e-03, eta: 13:27:22, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.1060, loss: 1.1060, grad_norm: 5.6997 2020-07-25 22:16:00,788 - mmaction - INFO - Epoch [30][780/3757] lr: 1.000e-03, eta: 13:27:09, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9062, loss_cls: 1.0423, loss: 1.0423, grad_norm: 5.5762 2020-07-25 22:16:12,885 - mmaction - INFO - Epoch [30][800/3757] lr: 1.000e-03, eta: 13:26:57, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8992, loss_cls: 1.0936, loss: 1.0936, grad_norm: 5.6528 2020-07-25 22:16:25,147 - mmaction - INFO - Epoch [30][820/3757] lr: 1.000e-03, eta: 13:26:44, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.9055, loss_cls: 1.0901, loss: 1.0901, grad_norm: 5.8556 2020-07-25 22:16:37,160 - mmaction - INFO - Epoch [30][840/3757] lr: 1.000e-03, eta: 13:26:32, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.7000, top5_acc: 0.9047, loss_cls: 1.1429, loss: 1.1429, grad_norm: 6.0406 2020-07-25 22:16:50,028 - mmaction - INFO - Epoch [30][860/3757] lr: 1.000e-03, eta: 13:26:20, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8867, loss_cls: 1.1602, loss: 1.1602, grad_norm: 5.9328 2020-07-25 22:17:02,126 - mmaction - INFO - Epoch [30][880/3757] lr: 1.000e-03, eta: 13:26:07, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1334, loss: 1.1334, grad_norm: 5.8113 2020-07-25 22:17:14,263 - mmaction - INFO - Epoch [30][900/3757] lr: 1.000e-03, eta: 13:25:54, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8961, loss_cls: 1.1302, loss: 1.1302, grad_norm: 5.9722 2020-07-25 22:17:26,531 - mmaction - INFO - Epoch [30][920/3757] lr: 1.000e-03, eta: 13:25:42, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8969, loss_cls: 1.1239, loss: 1.1239, grad_norm: 5.9214 2020-07-25 22:17:38,851 - mmaction - INFO - Epoch [30][940/3757] lr: 1.000e-03, eta: 13:25:30, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8938, loss_cls: 1.1501, loss: 1.1501, grad_norm: 5.9188 2020-07-25 22:17:51,068 - mmaction - INFO - Epoch [30][960/3757] lr: 1.000e-03, eta: 13:25:17, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8914, loss_cls: 1.1737, loss: 1.1737, grad_norm: 6.0337 2020-07-25 22:18:03,371 - mmaction - INFO - Epoch [30][980/3757] lr: 1.000e-03, eta: 13:25:05, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8984, loss_cls: 1.1460, loss: 1.1460, grad_norm: 5.8052 2020-07-25 22:18:15,430 - mmaction - INFO - Epoch [30][1000/3757] lr: 1.000e-03, eta: 13:24:52, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.0938, loss: 1.0938, grad_norm: 5.7687 2020-07-25 22:18:27,724 - mmaction - INFO - Epoch [30][1020/3757] lr: 1.000e-03, eta: 13:24:39, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0811, loss: 1.0811, grad_norm: 5.8265 2020-07-25 22:18:40,000 - mmaction - INFO - Epoch [30][1040/3757] lr: 1.000e-03, eta: 13:24:27, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8977, loss_cls: 1.1138, loss: 1.1138, grad_norm: 5.7955 2020-07-25 22:18:52,315 - mmaction - INFO - Epoch [30][1060/3757] lr: 1.000e-03, eta: 13:24:14, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1376, loss: 1.1376, grad_norm: 5.7624 2020-07-25 22:19:04,388 - mmaction - INFO - Epoch [30][1080/3757] lr: 1.000e-03, eta: 13:24:02, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1130, loss: 1.1130, grad_norm: 5.8528 2020-07-25 22:19:16,659 - mmaction - INFO - Epoch [30][1100/3757] lr: 1.000e-03, eta: 13:23:49, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1430, loss: 1.1430, grad_norm: 6.0021 2020-07-25 22:19:28,841 - mmaction - INFO - Epoch [30][1120/3757] lr: 1.000e-03, eta: 13:23:37, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8953, loss_cls: 1.0977, loss: 1.0977, grad_norm: 5.8691 2020-07-25 22:19:41,255 - mmaction - INFO - Epoch [30][1140/3757] lr: 1.000e-03, eta: 13:23:24, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1181, loss: 1.1181, grad_norm: 5.8658 2020-07-25 22:19:53,383 - mmaction - INFO - Epoch [30][1160/3757] lr: 1.000e-03, eta: 13:23:12, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1433, loss: 1.1433, grad_norm: 5.7131 2020-07-25 22:20:05,600 - mmaction - INFO - Epoch [30][1180/3757] lr: 1.000e-03, eta: 13:22:59, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1236, loss: 1.1236, grad_norm: 5.8684 2020-07-25 22:20:17,862 - mmaction - INFO - Epoch [30][1200/3757] lr: 1.000e-03, eta: 13:22:47, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1819, loss: 1.1819, grad_norm: 6.0321 2020-07-25 22:20:30,124 - mmaction - INFO - Epoch [30][1220/3757] lr: 1.000e-03, eta: 13:22:34, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9047, loss_cls: 1.0872, loss: 1.0872, grad_norm: 5.7798 2020-07-25 22:20:42,365 - mmaction - INFO - Epoch [30][1240/3757] lr: 1.000e-03, eta: 13:22:22, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0534, loss: 1.0534, grad_norm: 5.8571 2020-07-25 22:20:54,504 - mmaction - INFO - Epoch [30][1260/3757] lr: 1.000e-03, eta: 13:22:09, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8906, loss_cls: 1.1356, loss: 1.1356, grad_norm: 5.9355 2020-07-25 22:21:06,751 - mmaction - INFO - Epoch [30][1280/3757] lr: 1.000e-03, eta: 13:21:57, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8750, loss_cls: 1.2187, loss: 1.2187, grad_norm: 6.0555 2020-07-25 22:21:18,963 - mmaction - INFO - Epoch [30][1300/3757] lr: 1.000e-03, eta: 13:21:44, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8945, loss_cls: 1.1482, loss: 1.1482, grad_norm: 5.7694 2020-07-25 22:21:31,185 - mmaction - INFO - Epoch [30][1320/3757] lr: 1.000e-03, eta: 13:21:32, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0363, loss: 1.0363, grad_norm: 5.5680 2020-07-25 22:21:43,436 - mmaction - INFO - Epoch [30][1340/3757] lr: 1.000e-03, eta: 13:21:19, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8828, loss_cls: 1.1484, loss: 1.1484, grad_norm: 5.9117 2020-07-25 22:21:55,626 - mmaction - INFO - Epoch [30][1360/3757] lr: 1.000e-03, eta: 13:21:07, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9008, loss_cls: 1.0800, loss: 1.0800, grad_norm: 5.7428 2020-07-25 22:22:07,647 - mmaction - INFO - Epoch [30][1380/3757] lr: 1.000e-03, eta: 13:20:54, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1551, loss: 1.1551, grad_norm: 5.8146 2020-07-25 22:22:19,897 - mmaction - INFO - Epoch [30][1400/3757] lr: 1.000e-03, eta: 13:20:41, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9016, loss_cls: 1.0918, loss: 1.0918, grad_norm: 5.7220 2020-07-25 22:22:31,834 - mmaction - INFO - Epoch [30][1420/3757] lr: 1.000e-03, eta: 13:20:29, time: 0.602, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0619, loss: 1.0619, grad_norm: 5.6649 2020-07-25 22:22:44,574 - mmaction - INFO - Epoch [30][1440/3757] lr: 1.000e-03, eta: 13:20:17, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9062, loss_cls: 1.1004, loss: 1.1004, grad_norm: 5.8265 2020-07-25 22:22:56,846 - mmaction - INFO - Epoch [30][1460/3757] lr: 1.000e-03, eta: 13:20:04, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8867, loss_cls: 1.1885, loss: 1.1885, grad_norm: 6.1442 2020-07-25 22:23:09,020 - mmaction - INFO - Epoch [30][1480/3757] lr: 1.000e-03, eta: 13:19:52, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.9000, loss_cls: 1.0991, loss: 1.0991, grad_norm: 5.7204 2020-07-25 22:23:21,238 - mmaction - INFO - Epoch [30][1500/3757] lr: 1.000e-03, eta: 13:19:39, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8930, loss_cls: 1.1163, loss: 1.1163, grad_norm: 5.7693 2020-07-25 22:23:33,494 - mmaction - INFO - Epoch [30][1520/3757] lr: 1.000e-03, eta: 13:19:26, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0625, loss: 1.0625, grad_norm: 5.6887 2020-07-25 22:23:45,647 - mmaction - INFO - Epoch [30][1540/3757] lr: 1.000e-03, eta: 13:19:14, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.1837, loss: 1.1837, grad_norm: 5.9059 2020-07-25 22:23:57,784 - mmaction - INFO - Epoch [30][1560/3757] lr: 1.000e-03, eta: 13:19:01, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1647, loss: 1.1647, grad_norm: 5.8627 2020-07-25 22:24:10,021 - mmaction - INFO - Epoch [30][1580/3757] lr: 1.000e-03, eta: 13:18:49, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.7063, top5_acc: 0.9016, loss_cls: 1.1340, loss: 1.1340, grad_norm: 5.8713 2020-07-25 22:24:22,334 - mmaction - INFO - Epoch [30][1600/3757] lr: 1.000e-03, eta: 13:18:36, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1226, loss: 1.1226, grad_norm: 5.7830 2020-07-25 22:24:34,520 - mmaction - INFO - Epoch [30][1620/3757] lr: 1.000e-03, eta: 13:18:24, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8984, loss_cls: 1.0929, loss: 1.0929, grad_norm: 5.6102 2020-07-25 22:24:46,801 - mmaction - INFO - Epoch [30][1640/3757] lr: 1.000e-03, eta: 13:18:11, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1062, loss: 1.1062, grad_norm: 6.0334 2020-07-25 22:24:58,758 - mmaction - INFO - Epoch [30][1660/3757] lr: 1.000e-03, eta: 13:17:59, time: 0.601, data_time: 0.008, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.1093, loss: 1.1093, grad_norm: 5.8012 2020-07-25 22:25:11,061 - mmaction - INFO - Epoch [30][1680/3757] lr: 1.000e-03, eta: 13:17:46, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1714, loss: 1.1714, grad_norm: 6.0019 2020-07-25 22:25:23,224 - mmaction - INFO - Epoch [30][1700/3757] lr: 1.000e-03, eta: 13:17:34, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.1629, loss: 1.1629, grad_norm: 5.9494 2020-07-25 22:25:35,327 - mmaction - INFO - Epoch [30][1720/3757] lr: 1.000e-03, eta: 13:17:21, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.9102, loss_cls: 1.0924, loss: 1.0924, grad_norm: 5.7989 2020-07-25 22:25:47,421 - mmaction - INFO - Epoch [30][1740/3757] lr: 1.000e-03, eta: 13:17:08, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9016, loss_cls: 1.1015, loss: 1.1015, grad_norm: 5.7937 2020-07-25 22:25:59,672 - mmaction - INFO - Epoch [30][1760/3757] lr: 1.000e-03, eta: 13:16:56, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9031, loss_cls: 1.0663, loss: 1.0663, grad_norm: 5.6580 2020-07-25 22:26:11,819 - mmaction - INFO - Epoch [30][1780/3757] lr: 1.000e-03, eta: 13:16:43, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.1043, loss: 1.1043, grad_norm: 5.8350 2020-07-25 22:26:24,017 - mmaction - INFO - Epoch [30][1800/3757] lr: 1.000e-03, eta: 13:16:31, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 1.0552, loss: 1.0552, grad_norm: 5.7036 2020-07-25 22:26:36,215 - mmaction - INFO - Epoch [30][1820/3757] lr: 1.000e-03, eta: 13:16:18, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1313, loss: 1.1313, grad_norm: 5.7451 2020-07-25 22:26:48,422 - mmaction - INFO - Epoch [30][1840/3757] lr: 1.000e-03, eta: 13:16:06, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8938, loss_cls: 1.1426, loss: 1.1426, grad_norm: 5.9941 2020-07-25 22:27:00,418 - mmaction - INFO - Epoch [30][1860/3757] lr: 1.000e-03, eta: 13:15:53, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8773, loss_cls: 1.2371, loss: 1.2371, grad_norm: 6.0124 2020-07-25 22:27:12,732 - mmaction - INFO - Epoch [30][1880/3757] lr: 1.000e-03, eta: 13:15:41, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8914, loss_cls: 1.0750, loss: 1.0750, grad_norm: 5.7662 2020-07-25 22:27:24,914 - mmaction - INFO - Epoch [30][1900/3757] lr: 1.000e-03, eta: 13:15:28, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8805, loss_cls: 1.2418, loss: 1.2418, grad_norm: 6.2078 2020-07-25 22:27:37,189 - mmaction - INFO - Epoch [30][1920/3757] lr: 1.000e-03, eta: 13:15:16, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.1347, loss: 1.1347, grad_norm: 5.8280 2020-07-25 22:27:49,392 - mmaction - INFO - Epoch [30][1940/3757] lr: 1.000e-03, eta: 13:15:03, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8992, loss_cls: 1.1239, loss: 1.1239, grad_norm: 5.9951 2020-07-25 22:28:01,647 - mmaction - INFO - Epoch [30][1960/3757] lr: 1.000e-03, eta: 13:14:51, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8852, loss_cls: 1.2123, loss: 1.2123, grad_norm: 6.1899 2020-07-25 22:28:13,993 - mmaction - INFO - Epoch [30][1980/3757] lr: 1.000e-03, eta: 13:14:38, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8844, loss_cls: 1.1779, loss: 1.1779, grad_norm: 6.0448 2020-07-25 22:28:26,763 - mmaction - INFO - Epoch [30][2000/3757] lr: 1.000e-03, eta: 13:14:26, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8852, loss_cls: 1.1758, loss: 1.1758, grad_norm: 5.9884 2020-07-25 22:28:38,907 - mmaction - INFO - Epoch [30][2020/3757] lr: 1.000e-03, eta: 13:14:13, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8930, loss_cls: 1.1505, loss: 1.1505, grad_norm: 6.0893 2020-07-25 22:28:51,080 - mmaction - INFO - Epoch [30][2040/3757] lr: 1.000e-03, eta: 13:14:01, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.9000, loss_cls: 1.1139, loss: 1.1139, grad_norm: 5.9774 2020-07-25 22:29:03,432 - mmaction - INFO - Epoch [30][2060/3757] lr: 1.000e-03, eta: 13:13:48, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.0799, loss: 1.0799, grad_norm: 5.7124 2020-07-25 22:29:15,492 - mmaction - INFO - Epoch [30][2080/3757] lr: 1.000e-03, eta: 13:13:36, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1770, loss: 1.1770, grad_norm: 6.0334 2020-07-25 22:29:27,725 - mmaction - INFO - Epoch [30][2100/3757] lr: 1.000e-03, eta: 13:13:23, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1413, loss: 1.1413, grad_norm: 5.7779 2020-07-25 22:29:39,989 - mmaction - INFO - Epoch [30][2120/3757] lr: 1.000e-03, eta: 13:13:11, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1229, loss: 1.1229, grad_norm: 5.7142 2020-07-25 22:29:52,235 - mmaction - INFO - Epoch [30][2140/3757] lr: 1.000e-03, eta: 13:12:58, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.1290, loss: 1.1290, grad_norm: 5.9929 2020-07-25 22:30:04,323 - mmaction - INFO - Epoch [30][2160/3757] lr: 1.000e-03, eta: 13:12:46, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.1498, loss: 1.1498, grad_norm: 5.9334 2020-07-25 22:30:16,610 - mmaction - INFO - Epoch [30][2180/3757] lr: 1.000e-03, eta: 13:12:33, time: 0.615, data_time: 0.004, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8867, loss_cls: 1.2005, loss: 1.2005, grad_norm: 6.2319 2020-07-25 22:30:28,940 - mmaction - INFO - Epoch [30][2200/3757] lr: 1.000e-03, eta: 13:12:21, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0830, loss: 1.0830, grad_norm: 5.8203 2020-07-25 22:30:40,999 - mmaction - INFO - Epoch [30][2220/3757] lr: 1.000e-03, eta: 13:12:08, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1918, loss: 1.1918, grad_norm: 5.9361 2020-07-25 22:30:53,400 - mmaction - INFO - Epoch [30][2240/3757] lr: 1.000e-03, eta: 13:11:56, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1719, loss: 1.1719, grad_norm: 5.9973 2020-07-25 22:31:05,674 - mmaction - INFO - Epoch [30][2260/3757] lr: 1.000e-03, eta: 13:11:43, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8945, loss_cls: 1.1570, loss: 1.1570, grad_norm: 5.9784 2020-07-25 22:31:18,083 - mmaction - INFO - Epoch [30][2280/3757] lr: 1.000e-03, eta: 13:11:31, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1581, loss: 1.1581, grad_norm: 6.0729 2020-07-25 22:31:30,181 - mmaction - INFO - Epoch [30][2300/3757] lr: 1.000e-03, eta: 13:11:18, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9000, loss_cls: 1.1069, loss: 1.1069, grad_norm: 5.7862 2020-07-25 22:31:42,460 - mmaction - INFO - Epoch [30][2320/3757] lr: 1.000e-03, eta: 13:11:06, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1283, loss: 1.1283, grad_norm: 5.8837 2020-07-25 22:31:54,496 - mmaction - INFO - Epoch [30][2340/3757] lr: 1.000e-03, eta: 13:10:53, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8953, loss_cls: 1.1324, loss: 1.1324, grad_norm: 5.7839 2020-07-25 22:32:06,680 - mmaction - INFO - Epoch [30][2360/3757] lr: 1.000e-03, eta: 13:10:41, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.1387, loss: 1.1387, grad_norm: 5.8487 2020-07-25 22:32:19,014 - mmaction - INFO - Epoch [30][2380/3757] lr: 1.000e-03, eta: 13:10:28, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8945, loss_cls: 1.1136, loss: 1.1136, grad_norm: 5.8119 2020-07-25 22:32:31,384 - mmaction - INFO - Epoch [30][2400/3757] lr: 1.000e-03, eta: 13:10:16, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0107, loss: 1.0107, grad_norm: 5.7431 2020-07-25 22:32:43,604 - mmaction - INFO - Epoch [30][2420/3757] lr: 1.000e-03, eta: 13:10:03, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1702, loss: 1.1702, grad_norm: 5.9748 2020-07-25 22:32:55,804 - mmaction - INFO - Epoch [30][2440/3757] lr: 1.000e-03, eta: 13:09:51, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1342, loss: 1.1342, grad_norm: 5.9471 2020-07-25 22:33:07,962 - mmaction - INFO - Epoch [30][2460/3757] lr: 1.000e-03, eta: 13:09:38, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8945, loss_cls: 1.1353, loss: 1.1353, grad_norm: 5.9064 2020-07-25 22:33:20,129 - mmaction - INFO - Epoch [30][2480/3757] lr: 1.000e-03, eta: 13:09:26, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1541, loss: 1.1541, grad_norm: 6.0170 2020-07-25 22:33:32,170 - mmaction - INFO - Epoch [30][2500/3757] lr: 1.000e-03, eta: 13:09:13, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1289, loss: 1.1289, grad_norm: 5.7850 2020-07-25 22:33:44,327 - mmaction - INFO - Epoch [30][2520/3757] lr: 1.000e-03, eta: 13:09:00, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 1.0263, loss: 1.0263, grad_norm: 5.7106 2020-07-25 22:33:56,640 - mmaction - INFO - Epoch [30][2540/3757] lr: 1.000e-03, eta: 13:08:48, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8938, loss_cls: 1.1614, loss: 1.1614, grad_norm: 5.9207 2020-07-25 22:34:08,782 - mmaction - INFO - Epoch [30][2560/3757] lr: 1.000e-03, eta: 13:08:35, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.1069, loss: 1.1069, grad_norm: 5.6649 2020-07-25 22:34:20,860 - mmaction - INFO - Epoch [30][2580/3757] lr: 1.000e-03, eta: 13:08:23, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1821, loss: 1.1821, grad_norm: 5.9305 2020-07-25 22:34:33,042 - mmaction - INFO - Epoch [30][2600/3757] lr: 1.000e-03, eta: 13:08:10, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.1379, loss: 1.1379, grad_norm: 5.9621 2020-07-25 22:34:45,274 - mmaction - INFO - Epoch [30][2620/3757] lr: 1.000e-03, eta: 13:07:58, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9023, loss_cls: 1.0810, loss: 1.0810, grad_norm: 5.6976 2020-07-25 22:34:57,660 - mmaction - INFO - Epoch [30][2640/3757] lr: 1.000e-03, eta: 13:07:45, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1371, loss: 1.1371, grad_norm: 5.9481 2020-07-25 22:35:09,859 - mmaction - INFO - Epoch [30][2660/3757] lr: 1.000e-03, eta: 13:07:33, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1167, loss: 1.1167, grad_norm: 5.7394 2020-07-25 22:35:22,259 - mmaction - INFO - Epoch [30][2680/3757] lr: 1.000e-03, eta: 13:07:20, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.1402, loss: 1.1402, grad_norm: 5.8722 2020-07-25 22:35:34,438 - mmaction - INFO - Epoch [30][2700/3757] lr: 1.000e-03, eta: 13:07:08, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1523, loss: 1.1523, grad_norm: 5.9021 2020-07-25 22:35:46,571 - mmaction - INFO - Epoch [30][2720/3757] lr: 1.000e-03, eta: 13:06:55, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8984, loss_cls: 1.1232, loss: 1.1232, grad_norm: 5.9632 2020-07-25 22:35:58,854 - mmaction - INFO - Epoch [30][2740/3757] lr: 1.000e-03, eta: 13:06:43, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8977, loss_cls: 1.1383, loss: 1.1383, grad_norm: 5.9727 2020-07-25 22:36:10,922 - mmaction - INFO - Epoch [30][2760/3757] lr: 1.000e-03, eta: 13:06:30, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9031, loss_cls: 1.0810, loss: 1.0810, grad_norm: 5.6463 2020-07-25 22:36:23,216 - mmaction - INFO - Epoch [30][2780/3757] lr: 1.000e-03, eta: 13:06:18, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0838, loss: 1.0838, grad_norm: 5.7196 2020-07-25 22:36:35,442 - mmaction - INFO - Epoch [30][2800/3757] lr: 1.000e-03, eta: 13:06:05, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9039, loss_cls: 1.1074, loss: 1.1074, grad_norm: 5.8270 2020-07-25 22:36:47,847 - mmaction - INFO - Epoch [30][2820/3757] lr: 1.000e-03, eta: 13:05:53, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1570, loss: 1.1570, grad_norm: 5.9043 2020-07-25 22:36:59,937 - mmaction - INFO - Epoch [30][2840/3757] lr: 1.000e-03, eta: 13:05:40, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0534, loss: 1.0534, grad_norm: 5.8241 2020-07-25 22:37:12,155 - mmaction - INFO - Epoch [30][2860/3757] lr: 1.000e-03, eta: 13:05:28, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1508, loss: 1.1508, grad_norm: 5.9017 2020-07-25 22:37:24,401 - mmaction - INFO - Epoch [30][2880/3757] lr: 1.000e-03, eta: 13:05:15, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.6857 2020-07-25 22:37:36,682 - mmaction - INFO - Epoch [30][2900/3757] lr: 1.000e-03, eta: 13:05:03, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0622, loss: 1.0622, grad_norm: 5.8479 2020-07-25 22:37:48,927 - mmaction - INFO - Epoch [30][2920/3757] lr: 1.000e-03, eta: 13:04:50, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8961, loss_cls: 1.0611, loss: 1.0611, grad_norm: 5.7653 2020-07-25 22:38:01,192 - mmaction - INFO - Epoch [30][2940/3757] lr: 1.000e-03, eta: 13:04:38, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.1512, loss: 1.1512, grad_norm: 5.8586 2020-07-25 22:38:13,373 - mmaction - INFO - Epoch [30][2960/3757] lr: 1.000e-03, eta: 13:04:25, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.1193, loss: 1.1193, grad_norm: 5.9114 2020-07-25 22:38:25,623 - mmaction - INFO - Epoch [30][2980/3757] lr: 1.000e-03, eta: 13:04:13, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2273, loss: 1.2273, grad_norm: 6.0363 2020-07-25 22:38:37,706 - mmaction - INFO - Epoch [30][3000/3757] lr: 1.000e-03, eta: 13:04:00, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.0964, loss: 1.0964, grad_norm: 5.8663 2020-07-25 22:38:49,857 - mmaction - INFO - Epoch [30][3020/3757] lr: 1.000e-03, eta: 13:03:47, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8891, loss_cls: 1.2082, loss: 1.2082, grad_norm: 6.1463 2020-07-25 22:39:01,985 - mmaction - INFO - Epoch [30][3040/3757] lr: 1.000e-03, eta: 13:03:35, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1632, loss: 1.1632, grad_norm: 5.8646 2020-07-25 22:39:14,322 - mmaction - INFO - Epoch [30][3060/3757] lr: 1.000e-03, eta: 13:03:22, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1251, loss: 1.1251, grad_norm: 5.9692 2020-07-25 22:39:26,333 - mmaction - INFO - Epoch [30][3080/3757] lr: 1.000e-03, eta: 13:03:10, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.1880, loss: 1.1880, grad_norm: 6.1722 2020-07-25 22:39:38,437 - mmaction - INFO - Epoch [30][3100/3757] lr: 1.000e-03, eta: 13:02:57, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.1233, loss: 1.1233, grad_norm: 5.8805 2020-07-25 22:39:50,631 - mmaction - INFO - Epoch [30][3120/3757] lr: 1.000e-03, eta: 13:02:45, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8930, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.0458 2020-07-25 22:40:02,802 - mmaction - INFO - Epoch [30][3140/3757] lr: 1.000e-03, eta: 13:02:32, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9008, loss_cls: 1.1344, loss: 1.1344, grad_norm: 5.7557 2020-07-25 22:40:15,218 - mmaction - INFO - Epoch [30][3160/3757] lr: 1.000e-03, eta: 13:02:20, time: 0.620, data_time: 0.004, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1261, loss: 1.1261, grad_norm: 5.8287 2020-07-25 22:40:27,429 - mmaction - INFO - Epoch [30][3180/3757] lr: 1.000e-03, eta: 13:02:07, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9008, loss_cls: 1.0856, loss: 1.0856, grad_norm: 5.8115 2020-07-25 22:40:39,623 - mmaction - INFO - Epoch [30][3200/3757] lr: 1.000e-03, eta: 13:01:55, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.1432, loss: 1.1432, grad_norm: 5.7999 2020-07-25 22:40:51,795 - mmaction - INFO - Epoch [30][3220/3757] lr: 1.000e-03, eta: 13:01:42, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8906, loss_cls: 1.1520, loss: 1.1520, grad_norm: 6.0404 2020-07-25 22:41:04,198 - mmaction - INFO - Epoch [30][3240/3757] lr: 1.000e-03, eta: 13:01:30, time: 0.623, data_time: 0.009, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1708, loss: 1.1708, grad_norm: 5.9543 2020-07-25 22:41:16,408 - mmaction - INFO - Epoch [30][3260/3757] lr: 1.000e-03, eta: 13:01:17, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.1546, loss: 1.1546, grad_norm: 5.8392 2020-07-25 22:41:28,536 - mmaction - INFO - Epoch [30][3280/3757] lr: 1.000e-03, eta: 13:01:05, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1800, loss: 1.1800, grad_norm: 6.1332 2020-07-25 22:41:40,831 - mmaction - INFO - Epoch [30][3300/3757] lr: 1.000e-03, eta: 13:00:52, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1517, loss: 1.1517, grad_norm: 5.8490 2020-07-25 22:41:53,002 - mmaction - INFO - Epoch [30][3320/3757] lr: 1.000e-03, eta: 13:00:40, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.8906, loss_cls: 1.0803, loss: 1.0803, grad_norm: 5.6995 2020-07-25 22:42:05,196 - mmaction - INFO - Epoch [30][3340/3757] lr: 1.000e-03, eta: 13:00:27, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.1712, loss: 1.1712, grad_norm: 5.8887 2020-07-25 22:42:17,306 - mmaction - INFO - Epoch [30][3360/3757] lr: 1.000e-03, eta: 13:00:15, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8867, loss_cls: 1.1909, loss: 1.1909, grad_norm: 5.9511 2020-07-25 22:42:29,680 - mmaction - INFO - Epoch [30][3380/3757] lr: 1.000e-03, eta: 13:00:02, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.8984, loss_cls: 1.0370, loss: 1.0370, grad_norm: 5.6928 2020-07-25 22:42:41,912 - mmaction - INFO - Epoch [30][3400/3757] lr: 1.000e-03, eta: 12:59:50, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1964, loss: 1.1964, grad_norm: 6.0006 2020-07-25 22:42:54,185 - mmaction - INFO - Epoch [30][3420/3757] lr: 1.000e-03, eta: 12:59:37, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8969, loss_cls: 1.1402, loss: 1.1402, grad_norm: 5.9473 2020-07-25 22:43:06,492 - mmaction - INFO - Epoch [30][3440/3757] lr: 1.000e-03, eta: 12:59:25, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1562, loss: 1.1562, grad_norm: 5.9583 2020-07-25 22:43:18,594 - mmaction - INFO - Epoch [30][3460/3757] lr: 1.000e-03, eta: 12:59:12, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8898, loss_cls: 1.1724, loss: 1.1724, grad_norm: 6.0834 2020-07-25 22:43:30,807 - mmaction - INFO - Epoch [30][3480/3757] lr: 1.000e-03, eta: 12:59:00, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.1462, loss: 1.1462, grad_norm: 5.8133 2020-07-25 22:43:42,963 - mmaction - INFO - Epoch [30][3500/3757] lr: 1.000e-03, eta: 12:58:47, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1444, loss: 1.1444, grad_norm: 5.9655 2020-07-25 22:43:55,113 - mmaction - INFO - Epoch [30][3520/3757] lr: 1.000e-03, eta: 12:58:34, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.9039, loss_cls: 1.1332, loss: 1.1332, grad_norm: 5.9591 2020-07-25 22:44:07,430 - mmaction - INFO - Epoch [30][3540/3757] lr: 1.000e-03, eta: 12:58:22, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.1919, loss: 1.1919, grad_norm: 6.1136 2020-07-25 22:44:19,661 - mmaction - INFO - Epoch [30][3560/3757] lr: 1.000e-03, eta: 12:58:09, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8844, loss_cls: 1.0891, loss: 1.0891, grad_norm: 5.6438 2020-07-25 22:44:31,801 - mmaction - INFO - Epoch [30][3580/3757] lr: 1.000e-03, eta: 12:57:57, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1587, loss: 1.1587, grad_norm: 5.9484 2020-07-25 22:44:44,017 - mmaction - INFO - Epoch [30][3600/3757] lr: 1.000e-03, eta: 12:57:44, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.2009, loss: 1.2009, grad_norm: 5.8733 2020-07-25 22:44:56,008 - mmaction - INFO - Epoch [30][3620/3757] lr: 1.000e-03, eta: 12:57:32, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1578, loss: 1.1578, grad_norm: 5.8911 2020-07-25 22:45:08,333 - mmaction - INFO - Epoch [30][3640/3757] lr: 1.000e-03, eta: 12:57:19, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1756, loss: 1.1756, grad_norm: 5.9728 2020-07-25 22:45:20,591 - mmaction - INFO - Epoch [30][3660/3757] lr: 1.000e-03, eta: 12:57:07, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1351, loss: 1.1351, grad_norm: 5.9389 2020-07-25 22:45:32,852 - mmaction - INFO - Epoch [30][3680/3757] lr: 1.000e-03, eta: 12:56:54, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.2094, loss: 1.2094, grad_norm: 5.9891 2020-07-25 22:45:44,922 - mmaction - INFO - Epoch [30][3700/3757] lr: 1.000e-03, eta: 12:56:42, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.6891, top5_acc: 0.9016, loss_cls: 1.1521, loss: 1.1521, grad_norm: 6.0936 2020-07-25 22:45:57,147 - mmaction - INFO - Epoch [30][3720/3757] lr: 1.000e-03, eta: 12:56:29, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8961, loss_cls: 1.1484, loss: 1.1484, grad_norm: 5.9307 2020-07-25 22:46:09,343 - mmaction - INFO - Epoch [30][3740/3757] lr: 1.000e-03, eta: 12:56:17, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1892, loss: 1.1892, grad_norm: 5.9674 2020-07-25 22:46:19,646 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-07-25 22:46:41,119 - mmaction - INFO - Epoch [31][20/3757] lr: 1.000e-03, eta: 12:55:53, time: 1.053, data_time: 0.431, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8992, loss_cls: 1.1002, loss: 1.1002, grad_norm: 5.9516 2020-07-25 22:46:53,202 - mmaction - INFO - Epoch [31][40/3757] lr: 1.000e-03, eta: 12:55:40, time: 0.602, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9031, loss_cls: 1.1233, loss: 1.1233, grad_norm: 5.7757 2020-07-25 22:47:05,306 - mmaction - INFO - Epoch [31][60/3757] lr: 1.000e-03, eta: 12:55:27, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0652, loss: 1.0652, grad_norm: 5.7496 2020-07-25 22:47:17,458 - mmaction - INFO - Epoch [31][80/3757] lr: 1.000e-03, eta: 12:55:15, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1578, loss: 1.1578, grad_norm: 6.0089 2020-07-25 22:47:29,656 - mmaction - INFO - Epoch [31][100/3757] lr: 1.000e-03, eta: 12:55:02, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0849, loss: 1.0849, grad_norm: 5.8272 2020-07-25 22:47:41,971 - mmaction - INFO - Epoch [31][120/3757] lr: 1.000e-03, eta: 12:54:50, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9102, loss_cls: 1.0631, loss: 1.0631, grad_norm: 5.9517 2020-07-25 22:47:54,203 - mmaction - INFO - Epoch [31][140/3757] lr: 1.000e-03, eta: 12:54:37, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8859, loss_cls: 1.1276, loss: 1.1276, grad_norm: 5.9248 2020-07-25 22:48:06,542 - mmaction - INFO - Epoch [31][160/3757] lr: 1.000e-03, eta: 12:54:25, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8969, loss_cls: 1.1807, loss: 1.1807, grad_norm: 6.1919 2020-07-25 22:48:18,697 - mmaction - INFO - Epoch [31][180/3757] lr: 1.000e-03, eta: 12:54:12, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2016, loss: 1.2016, grad_norm: 6.1655 2020-07-25 22:48:30,998 - mmaction - INFO - Epoch [31][200/3757] lr: 1.000e-03, eta: 12:54:00, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1863, loss: 1.1863, grad_norm: 5.9718 2020-07-25 22:48:43,081 - mmaction - INFO - Epoch [31][220/3757] lr: 1.000e-03, eta: 12:53:47, time: 0.601, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9008, loss_cls: 1.0415, loss: 1.0415, grad_norm: 5.5796 2020-07-25 22:48:55,186 - mmaction - INFO - Epoch [31][240/3757] lr: 1.000e-03, eta: 12:53:35, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.0966, loss: 1.0966, grad_norm: 5.9332 2020-07-25 22:49:07,438 - mmaction - INFO - Epoch [31][260/3757] lr: 1.000e-03, eta: 12:53:22, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8797, loss_cls: 1.1939, loss: 1.1939, grad_norm: 6.3058 2020-07-25 22:49:19,443 - mmaction - INFO - Epoch [31][280/3757] lr: 1.000e-03, eta: 12:53:10, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0658, loss: 1.0658, grad_norm: 5.8927 2020-07-25 22:49:32,041 - mmaction - INFO - Epoch [31][300/3757] lr: 1.000e-03, eta: 12:52:57, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8961, loss_cls: 1.1515, loss: 1.1515, grad_norm: 6.0185 2020-07-25 22:49:44,169 - mmaction - INFO - Epoch [31][320/3757] lr: 1.000e-03, eta: 12:52:45, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7000, top5_acc: 0.9016, loss_cls: 1.1543, loss: 1.1543, grad_norm: 6.0174 2020-07-25 22:49:56,431 - mmaction - INFO - Epoch [31][340/3757] lr: 1.000e-03, eta: 12:52:32, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1128, loss: 1.1128, grad_norm: 6.1176 2020-07-25 22:50:08,574 - mmaction - INFO - Epoch [31][360/3757] lr: 1.000e-03, eta: 12:52:20, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 0.9919, loss: 0.9919, grad_norm: 5.5617 2020-07-25 22:50:20,711 - mmaction - INFO - Epoch [31][380/3757] lr: 1.000e-03, eta: 12:52:07, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.0953, loss: 1.0953, grad_norm: 5.6870 2020-07-25 22:50:32,750 - mmaction - INFO - Epoch [31][400/3757] lr: 1.000e-03, eta: 12:51:54, time: 0.606, data_time: 0.009, memory: 7079, top1_acc: 0.7156, top5_acc: 0.9023, loss_cls: 1.1013, loss: 1.1013, grad_norm: 5.8809 2020-07-25 22:50:44,987 - mmaction - INFO - Epoch [31][420/3757] lr: 1.000e-03, eta: 12:51:42, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9078, loss_cls: 1.0615, loss: 1.0615, grad_norm: 5.8113 2020-07-25 22:50:57,128 - mmaction - INFO - Epoch [31][440/3757] lr: 1.000e-03, eta: 12:51:29, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9133, loss_cls: 1.0418, loss: 1.0418, grad_norm: 5.7377 2020-07-25 22:51:09,434 - mmaction - INFO - Epoch [31][460/3757] lr: 1.000e-03, eta: 12:51:17, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.9000, loss_cls: 1.1033, loss: 1.1033, grad_norm: 5.8987 2020-07-25 22:51:21,468 - mmaction - INFO - Epoch [31][480/3757] lr: 1.000e-03, eta: 12:51:04, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.1513, loss: 1.1513, grad_norm: 5.8891 2020-07-25 22:51:33,738 - mmaction - INFO - Epoch [31][500/3757] lr: 1.000e-03, eta: 12:50:52, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.2012, loss: 1.2012, grad_norm: 6.0583 2020-07-25 22:51:46,001 - mmaction - INFO - Epoch [31][520/3757] lr: 1.000e-03, eta: 12:50:39, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.0050 2020-07-25 22:51:58,401 - mmaction - INFO - Epoch [31][540/3757] lr: 1.000e-03, eta: 12:50:27, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9148, loss_cls: 1.1018, loss: 1.1018, grad_norm: 6.2147 2020-07-25 22:52:10,533 - mmaction - INFO - Epoch [31][560/3757] lr: 1.000e-03, eta: 12:50:14, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1605, loss: 1.1605, grad_norm: 6.1677 2020-07-25 22:52:22,872 - mmaction - INFO - Epoch [31][580/3757] lr: 1.000e-03, eta: 12:50:02, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1264, loss: 1.1264, grad_norm: 5.8056 2020-07-25 22:52:35,086 - mmaction - INFO - Epoch [31][600/3757] lr: 1.000e-03, eta: 12:49:49, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.1339, loss: 1.1339, grad_norm: 6.0566 2020-07-25 22:52:47,289 - mmaction - INFO - Epoch [31][620/3757] lr: 1.000e-03, eta: 12:49:37, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8961, loss_cls: 1.1103, loss: 1.1103, grad_norm: 5.7351 2020-07-25 22:52:59,532 - mmaction - INFO - Epoch [31][640/3757] lr: 1.000e-03, eta: 12:49:24, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1714, loss: 1.1714, grad_norm: 5.9984 2020-07-25 22:53:11,899 - mmaction - INFO - Epoch [31][660/3757] lr: 1.000e-03, eta: 12:49:12, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0867, loss: 1.0867, grad_norm: 6.0441 2020-07-25 22:53:23,993 - mmaction - INFO - Epoch [31][680/3757] lr: 1.000e-03, eta: 12:48:59, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8953, loss_cls: 1.1123, loss: 1.1123, grad_norm: 5.8553 2020-07-25 22:53:36,151 - mmaction - INFO - Epoch [31][700/3757] lr: 1.000e-03, eta: 12:48:47, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9047, loss_cls: 1.0959, loss: 1.0959, grad_norm: 6.0640 2020-07-25 22:53:48,361 - mmaction - INFO - Epoch [31][720/3757] lr: 1.000e-03, eta: 12:48:34, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9023, loss_cls: 1.0765, loss: 1.0765, grad_norm: 5.8603 2020-07-25 22:54:00,522 - mmaction - INFO - Epoch [31][740/3757] lr: 1.000e-03, eta: 12:48:22, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1565, loss: 1.1565, grad_norm: 6.1236 2020-07-25 22:54:12,720 - mmaction - INFO - Epoch [31][760/3757] lr: 1.000e-03, eta: 12:48:09, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0394, loss: 1.0394, grad_norm: 5.7058 2020-07-25 22:54:24,871 - mmaction - INFO - Epoch [31][780/3757] lr: 1.000e-03, eta: 12:47:57, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0807, loss: 1.0807, grad_norm: 5.8961 2020-07-25 22:54:37,097 - mmaction - INFO - Epoch [31][800/3757] lr: 1.000e-03, eta: 12:47:44, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1103, loss: 1.1103, grad_norm: 5.9879 2020-07-25 22:54:49,341 - mmaction - INFO - Epoch [31][820/3757] lr: 1.000e-03, eta: 12:47:32, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.7109, top5_acc: 0.9062, loss_cls: 1.0945, loss: 1.0945, grad_norm: 6.0350 2020-07-25 22:55:01,646 - mmaction - INFO - Epoch [31][840/3757] lr: 1.000e-03, eta: 12:47:19, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8914, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.0827 2020-07-25 22:55:13,938 - mmaction - INFO - Epoch [31][860/3757] lr: 1.000e-03, eta: 12:47:07, time: 0.616, data_time: 0.004, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1052, loss: 1.1052, grad_norm: 5.8663 2020-07-25 22:55:26,259 - mmaction - INFO - Epoch [31][880/3757] lr: 1.000e-03, eta: 12:46:54, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8930, loss_cls: 1.1047, loss: 1.1047, grad_norm: 5.9223 2020-07-25 22:55:38,325 - mmaction - INFO - Epoch [31][900/3757] lr: 1.000e-03, eta: 12:46:42, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0536, loss: 1.0536, grad_norm: 5.8902 2020-07-25 22:55:50,588 - mmaction - INFO - Epoch [31][920/3757] lr: 1.000e-03, eta: 12:46:29, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.0984, loss: 1.0984, grad_norm: 5.8152 2020-07-25 22:56:02,789 - mmaction - INFO - Epoch [31][940/3757] lr: 1.000e-03, eta: 12:46:17, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9000, loss_cls: 1.1310, loss: 1.1310, grad_norm: 5.9730 2020-07-25 22:56:14,905 - mmaction - INFO - Epoch [31][960/3757] lr: 1.000e-03, eta: 12:46:04, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.0773, loss: 1.0773, grad_norm: 5.7686 2020-07-25 22:56:27,133 - mmaction - INFO - Epoch [31][980/3757] lr: 1.000e-03, eta: 12:45:52, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1014, loss: 1.1014, grad_norm: 5.9618 2020-07-25 22:56:39,379 - mmaction - INFO - Epoch [31][1000/3757] lr: 1.000e-03, eta: 12:45:39, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9055, loss_cls: 1.0480, loss: 1.0480, grad_norm: 5.9223 2020-07-25 22:56:51,656 - mmaction - INFO - Epoch [31][1020/3757] lr: 1.000e-03, eta: 12:45:27, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1350, loss: 1.1350, grad_norm: 5.9731 2020-07-25 22:57:03,798 - mmaction - INFO - Epoch [31][1040/3757] lr: 1.000e-03, eta: 12:45:14, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1347, loss: 1.1347, grad_norm: 6.0357 2020-07-25 22:57:16,064 - mmaction - INFO - Epoch [31][1060/3757] lr: 1.000e-03, eta: 12:45:02, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.9031, loss_cls: 1.0840, loss: 1.0840, grad_norm: 5.8020 2020-07-25 22:57:28,060 - mmaction - INFO - Epoch [31][1080/3757] lr: 1.000e-03, eta: 12:44:49, time: 0.599, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8953, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.1360 2020-07-25 22:57:40,354 - mmaction - INFO - Epoch [31][1100/3757] lr: 1.000e-03, eta: 12:44:37, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.1882, loss: 1.1882, grad_norm: 6.0432 2020-07-25 22:57:52,538 - mmaction - INFO - Epoch [31][1120/3757] lr: 1.000e-03, eta: 12:44:24, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.1909, loss: 1.1909, grad_norm: 6.1775 2020-07-25 22:58:04,750 - mmaction - INFO - Epoch [31][1140/3757] lr: 1.000e-03, eta: 12:44:12, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9109, loss_cls: 1.0230, loss: 1.0230, grad_norm: 5.8161 2020-07-25 22:58:16,888 - mmaction - INFO - Epoch [31][1160/3757] lr: 1.000e-03, eta: 12:43:59, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8984, loss_cls: 1.1596, loss: 1.1596, grad_norm: 6.0298 2020-07-25 22:58:29,176 - mmaction - INFO - Epoch [31][1180/3757] lr: 1.000e-03, eta: 12:43:47, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8805, loss_cls: 1.1401, loss: 1.1401, grad_norm: 5.9131 2020-07-25 22:58:41,327 - mmaction - INFO - Epoch [31][1200/3757] lr: 1.000e-03, eta: 12:43:34, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8945, loss_cls: 1.0842, loss: 1.0842, grad_norm: 5.8306 2020-07-25 22:58:53,580 - mmaction - INFO - Epoch [31][1220/3757] lr: 1.000e-03, eta: 12:43:22, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.1933, loss: 1.1933, grad_norm: 6.3098 2020-07-25 22:59:05,948 - mmaction - INFO - Epoch [31][1240/3757] lr: 1.000e-03, eta: 12:43:09, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1321, loss: 1.1321, grad_norm: 6.0367 2020-07-25 22:59:18,173 - mmaction - INFO - Epoch [31][1260/3757] lr: 1.000e-03, eta: 12:42:57, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0671, loss: 1.0671, grad_norm: 5.7653 2020-07-25 22:59:30,412 - mmaction - INFO - Epoch [31][1280/3757] lr: 1.000e-03, eta: 12:42:44, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9008, loss_cls: 1.0477, loss: 1.0477, grad_norm: 5.8172 2020-07-25 22:59:42,739 - mmaction - INFO - Epoch [31][1300/3757] lr: 1.000e-03, eta: 12:42:32, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9055, loss_cls: 1.0414, loss: 1.0414, grad_norm: 5.8183 2020-07-25 22:59:54,847 - mmaction - INFO - Epoch [31][1320/3757] lr: 1.000e-03, eta: 12:42:19, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0170, loss: 1.0170, grad_norm: 5.7950 2020-07-25 23:00:08,627 - mmaction - INFO - Epoch [31][1340/3757] lr: 1.000e-03, eta: 12:42:08, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.0696, loss: 1.0696, grad_norm: 5.6845 2020-07-25 23:00:20,902 - mmaction - INFO - Epoch [31][1360/3757] lr: 1.000e-03, eta: 12:41:55, time: 0.618, data_time: 0.013, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.0999, loss: 1.0999, grad_norm: 5.9329 2020-07-25 23:00:33,218 - mmaction - INFO - Epoch [31][1380/3757] lr: 1.000e-03, eta: 12:41:43, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2243, loss: 1.2243, grad_norm: 6.2119 2020-07-25 23:00:45,508 - mmaction - INFO - Epoch [31][1400/3757] lr: 1.000e-03, eta: 12:41:30, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8984, loss_cls: 1.1540, loss: 1.1540, grad_norm: 6.0353 2020-07-25 23:00:57,915 - mmaction - INFO - Epoch [31][1420/3757] lr: 1.000e-03, eta: 12:41:18, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8984, loss_cls: 1.1372, loss: 1.1372, grad_norm: 5.9535 2020-07-25 23:01:10,035 - mmaction - INFO - Epoch [31][1440/3757] lr: 1.000e-03, eta: 12:41:05, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8969, loss_cls: 1.1526, loss: 1.1526, grad_norm: 5.9684 2020-07-25 23:01:22,287 - mmaction - INFO - Epoch [31][1460/3757] lr: 1.000e-03, eta: 12:40:53, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0544, loss: 1.0544, grad_norm: 5.8871 2020-07-25 23:01:34,538 - mmaction - INFO - Epoch [31][1480/3757] lr: 1.000e-03, eta: 12:40:40, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8938, loss_cls: 1.1347, loss: 1.1347, grad_norm: 5.9435 2020-07-25 23:01:46,794 - mmaction - INFO - Epoch [31][1500/3757] lr: 1.000e-03, eta: 12:40:28, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8961, loss_cls: 1.1331, loss: 1.1331, grad_norm: 5.9185 2020-07-25 23:01:59,076 - mmaction - INFO - Epoch [31][1520/3757] lr: 1.000e-03, eta: 12:40:15, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0550, loss: 1.0550, grad_norm: 5.7255 2020-07-25 23:02:11,315 - mmaction - INFO - Epoch [31][1540/3757] lr: 1.000e-03, eta: 12:40:03, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8969, loss_cls: 1.0563, loss: 1.0563, grad_norm: 5.8735 2020-07-25 23:02:23,528 - mmaction - INFO - Epoch [31][1560/3757] lr: 1.000e-03, eta: 12:39:50, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0888, loss: 1.0888, grad_norm: 5.9140 2020-07-25 23:02:35,554 - mmaction - INFO - Epoch [31][1580/3757] lr: 1.000e-03, eta: 12:39:38, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.9039, loss_cls: 1.0916, loss: 1.0916, grad_norm: 6.0832 2020-07-25 23:02:47,712 - mmaction - INFO - Epoch [31][1600/3757] lr: 1.000e-03, eta: 12:39:25, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9016, loss_cls: 1.1209, loss: 1.1209, grad_norm: 5.9441 2020-07-25 23:02:59,925 - mmaction - INFO - Epoch [31][1620/3757] lr: 1.000e-03, eta: 12:39:13, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1479, loss: 1.1479, grad_norm: 5.9135 2020-07-25 23:03:12,249 - mmaction - INFO - Epoch [31][1640/3757] lr: 1.000e-03, eta: 12:39:00, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9039, loss_cls: 1.0577, loss: 1.0577, grad_norm: 5.8992 2020-07-25 23:03:24,434 - mmaction - INFO - Epoch [31][1660/3757] lr: 1.000e-03, eta: 12:38:48, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8938, loss_cls: 1.0876, loss: 1.0876, grad_norm: 5.9536 2020-07-25 23:03:36,582 - mmaction - INFO - Epoch [31][1680/3757] lr: 1.000e-03, eta: 12:38:35, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1401, loss: 1.1401, grad_norm: 6.0100 2020-07-25 23:03:48,828 - mmaction - INFO - Epoch [31][1700/3757] lr: 1.000e-03, eta: 12:38:23, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.0818, loss: 1.0818, grad_norm: 5.7759 2020-07-25 23:04:01,188 - mmaction - INFO - Epoch [31][1720/3757] lr: 1.000e-03, eta: 12:38:10, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8922, loss_cls: 1.1657, loss: 1.1657, grad_norm: 5.9335 2020-07-25 23:04:13,383 - mmaction - INFO - Epoch [31][1740/3757] lr: 1.000e-03, eta: 12:37:58, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.1169, loss: 1.1169, grad_norm: 5.7834 2020-07-25 23:04:25,612 - mmaction - INFO - Epoch [31][1760/3757] lr: 1.000e-03, eta: 12:37:45, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1510, loss: 1.1510, grad_norm: 5.9996 2020-07-25 23:04:37,949 - mmaction - INFO - Epoch [31][1780/3757] lr: 1.000e-03, eta: 12:37:33, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1176, loss: 1.1176, grad_norm: 5.9385 2020-07-25 23:04:50,262 - mmaction - INFO - Epoch [31][1800/3757] lr: 1.000e-03, eta: 12:37:20, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 0.9950, loss: 0.9950, grad_norm: 5.4258 2020-07-25 23:05:02,402 - mmaction - INFO - Epoch [31][1820/3757] lr: 1.000e-03, eta: 12:37:08, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.1995, loss: 1.1995, grad_norm: 6.2164 2020-07-25 23:05:14,565 - mmaction - INFO - Epoch [31][1840/3757] lr: 1.000e-03, eta: 12:36:55, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8984, loss_cls: 1.1478, loss: 1.1478, grad_norm: 6.3146 2020-07-25 23:05:26,963 - mmaction - INFO - Epoch [31][1860/3757] lr: 1.000e-03, eta: 12:36:43, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9008, loss_cls: 1.0666, loss: 1.0666, grad_norm: 5.9562 2020-07-25 23:05:39,150 - mmaction - INFO - Epoch [31][1880/3757] lr: 1.000e-03, eta: 12:36:30, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8922, loss_cls: 1.1301, loss: 1.1301, grad_norm: 6.0246 2020-07-25 23:05:51,405 - mmaction - INFO - Epoch [31][1900/3757] lr: 1.000e-03, eta: 12:36:18, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9000, loss_cls: 1.1005, loss: 1.1005, grad_norm: 5.9420 2020-07-25 23:06:03,607 - mmaction - INFO - Epoch [31][1920/3757] lr: 1.000e-03, eta: 12:36:05, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8977, loss_cls: 1.1254, loss: 1.1254, grad_norm: 5.9354 2020-07-25 23:06:15,876 - mmaction - INFO - Epoch [31][1940/3757] lr: 1.000e-03, eta: 12:35:53, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1422, loss: 1.1422, grad_norm: 6.0188 2020-07-25 23:06:28,009 - mmaction - INFO - Epoch [31][1960/3757] lr: 1.000e-03, eta: 12:35:40, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.1054, loss: 1.1054, grad_norm: 5.7621 2020-07-25 23:06:40,192 - mmaction - INFO - Epoch [31][1980/3757] lr: 1.000e-03, eta: 12:35:28, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9016, loss_cls: 1.0660, loss: 1.0660, grad_norm: 5.8294 2020-07-25 23:06:52,328 - mmaction - INFO - Epoch [31][2000/3757] lr: 1.000e-03, eta: 12:35:15, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0876, loss: 1.0876, grad_norm: 5.9808 2020-07-25 23:07:04,555 - mmaction - INFO - Epoch [31][2020/3757] lr: 1.000e-03, eta: 12:35:03, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8922, loss_cls: 1.1164, loss: 1.1164, grad_norm: 5.9635 2020-07-25 23:07:16,879 - mmaction - INFO - Epoch [31][2040/3757] lr: 1.000e-03, eta: 12:34:50, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.1094, loss: 1.1094, grad_norm: 5.9641 2020-07-25 23:07:29,115 - mmaction - INFO - Epoch [31][2060/3757] lr: 1.000e-03, eta: 12:34:38, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1300, loss: 1.1300, grad_norm: 6.0835 2020-07-25 23:07:41,326 - mmaction - INFO - Epoch [31][2080/3757] lr: 1.000e-03, eta: 12:34:25, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1152, loss: 1.1152, grad_norm: 5.8203 2020-07-25 23:07:53,564 - mmaction - INFO - Epoch [31][2100/3757] lr: 1.000e-03, eta: 12:34:13, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9055, loss_cls: 1.0890, loss: 1.0890, grad_norm: 5.9673 2020-07-25 23:08:05,676 - mmaction - INFO - Epoch [31][2120/3757] lr: 1.000e-03, eta: 12:34:00, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.1056, loss: 1.1056, grad_norm: 5.8981 2020-07-25 23:08:17,959 - mmaction - INFO - Epoch [31][2140/3757] lr: 1.000e-03, eta: 12:33:48, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1830, loss: 1.1830, grad_norm: 6.1607 2020-07-25 23:08:30,049 - mmaction - INFO - Epoch [31][2160/3757] lr: 1.000e-03, eta: 12:33:35, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0749, loss: 1.0749, grad_norm: 5.9164 2020-07-25 23:08:42,350 - mmaction - INFO - Epoch [31][2180/3757] lr: 1.000e-03, eta: 12:33:23, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8922, loss_cls: 1.1129, loss: 1.1129, grad_norm: 6.0122 2020-07-25 23:08:54,748 - mmaction - INFO - Epoch [31][2200/3757] lr: 1.000e-03, eta: 12:33:11, time: 0.623, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9047, loss_cls: 1.0646, loss: 1.0646, grad_norm: 5.7582 2020-07-25 23:09:07,126 - mmaction - INFO - Epoch [31][2220/3757] lr: 1.000e-03, eta: 12:32:58, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1261, loss: 1.1261, grad_norm: 6.0255 2020-07-25 23:09:19,440 - mmaction - INFO - Epoch [31][2240/3757] lr: 1.000e-03, eta: 12:32:46, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8805, loss_cls: 1.1997, loss: 1.1997, grad_norm: 6.0274 2020-07-25 23:09:31,771 - mmaction - INFO - Epoch [31][2260/3757] lr: 1.000e-03, eta: 12:32:33, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.1144, loss: 1.1144, grad_norm: 5.7505 2020-07-25 23:09:43,969 - mmaction - INFO - Epoch [31][2280/3757] lr: 1.000e-03, eta: 12:32:21, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8898, loss_cls: 1.1808, loss: 1.1808, grad_norm: 5.9844 2020-07-25 23:09:56,307 - mmaction - INFO - Epoch [31][2300/3757] lr: 1.000e-03, eta: 12:32:08, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.9070, loss_cls: 1.0848, loss: 1.0848, grad_norm: 5.9672 2020-07-25 23:10:08,413 - mmaction - INFO - Epoch [31][2320/3757] lr: 1.000e-03, eta: 12:31:56, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.1078, loss: 1.1078, grad_norm: 5.8389 2020-07-25 23:10:20,762 - mmaction - INFO - Epoch [31][2340/3757] lr: 1.000e-03, eta: 12:31:43, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9023, loss_cls: 1.0871, loss: 1.0871, grad_norm: 5.7505 2020-07-25 23:10:32,791 - mmaction - INFO - Epoch [31][2360/3757] lr: 1.000e-03, eta: 12:31:31, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1517, loss: 1.1517, grad_norm: 6.0461 2020-07-25 23:10:45,068 - mmaction - INFO - Epoch [31][2380/3757] lr: 1.000e-03, eta: 12:31:18, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1540, loss: 1.1540, grad_norm: 5.9669 2020-07-25 23:10:57,102 - mmaction - INFO - Epoch [31][2400/3757] lr: 1.000e-03, eta: 12:31:06, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9023, loss_cls: 1.0771, loss: 1.0771, grad_norm: 5.7085 2020-07-25 23:11:09,259 - mmaction - INFO - Epoch [31][2420/3757] lr: 1.000e-03, eta: 12:30:53, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1161, loss: 1.1161, grad_norm: 6.0038 2020-07-25 23:11:22,009 - mmaction - INFO - Epoch [31][2440/3757] lr: 1.000e-03, eta: 12:30:41, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.0955, loss: 1.0955, grad_norm: 5.8498 2020-07-25 23:11:34,326 - mmaction - INFO - Epoch [31][2460/3757] lr: 1.000e-03, eta: 12:30:28, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1435, loss: 1.1435, grad_norm: 6.0729 2020-07-25 23:11:46,499 - mmaction - INFO - Epoch [31][2480/3757] lr: 1.000e-03, eta: 12:30:16, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8883, loss_cls: 1.1580, loss: 1.1580, grad_norm: 5.8742 2020-07-25 23:11:58,775 - mmaction - INFO - Epoch [31][2500/3757] lr: 1.000e-03, eta: 12:30:03, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8938, loss_cls: 1.1042, loss: 1.1042, grad_norm: 5.9844 2020-07-25 23:12:10,905 - mmaction - INFO - Epoch [31][2520/3757] lr: 1.000e-03, eta: 12:29:51, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1544, loss: 1.1544, grad_norm: 6.0550 2020-07-25 23:12:23,346 - mmaction - INFO - Epoch [31][2540/3757] lr: 1.000e-03, eta: 12:29:39, time: 0.622, data_time: 0.005, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8969, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.0467 2020-07-25 23:12:35,588 - mmaction - INFO - Epoch [31][2560/3757] lr: 1.000e-03, eta: 12:29:26, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.1685, loss: 1.1685, grad_norm: 6.0797 2020-07-25 23:12:47,909 - mmaction - INFO - Epoch [31][2580/3757] lr: 1.000e-03, eta: 12:29:14, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1180, loss: 1.1180, grad_norm: 6.0226 2020-07-25 23:13:00,187 - mmaction - INFO - Epoch [31][2600/3757] lr: 1.000e-03, eta: 12:29:01, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8961, loss_cls: 1.1218, loss: 1.1218, grad_norm: 6.0586 2020-07-25 23:13:12,181 - mmaction - INFO - Epoch [31][2620/3757] lr: 1.000e-03, eta: 12:28:49, time: 0.599, data_time: 0.002, memory: 7079, top1_acc: 0.7406, top5_acc: 0.8930, loss_cls: 1.0800, loss: 1.0800, grad_norm: 5.7999 2020-07-25 23:13:24,648 - mmaction - INFO - Epoch [31][2640/3757] lr: 1.000e-03, eta: 12:28:36, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8914, loss_cls: 1.0707, loss: 1.0707, grad_norm: 5.8155 2020-07-25 23:13:36,692 - mmaction - INFO - Epoch [31][2660/3757] lr: 1.000e-03, eta: 12:28:24, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8961, loss_cls: 1.0889, loss: 1.0889, grad_norm: 5.8004 2020-07-25 23:13:48,863 - mmaction - INFO - Epoch [31][2680/3757] lr: 1.000e-03, eta: 12:28:11, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8797, loss_cls: 1.1781, loss: 1.1781, grad_norm: 6.1091 2020-07-25 23:14:01,103 - mmaction - INFO - Epoch [31][2700/3757] lr: 1.000e-03, eta: 12:27:59, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1476, loss: 1.1476, grad_norm: 5.9259 2020-07-25 23:14:13,437 - mmaction - INFO - Epoch [31][2720/3757] lr: 1.000e-03, eta: 12:27:46, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1415, loss: 1.1415, grad_norm: 5.9928 2020-07-25 23:14:25,599 - mmaction - INFO - Epoch [31][2740/3757] lr: 1.000e-03, eta: 12:27:34, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.1052, loss: 1.1052, grad_norm: 6.0454 2020-07-25 23:14:37,816 - mmaction - INFO - Epoch [31][2760/3757] lr: 1.000e-03, eta: 12:27:21, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8961, loss_cls: 1.0940, loss: 1.0940, grad_norm: 5.9063 2020-07-25 23:14:49,966 - mmaction - INFO - Epoch [31][2780/3757] lr: 1.000e-03, eta: 12:27:09, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9086, loss_cls: 1.0472, loss: 1.0472, grad_norm: 5.9629 2020-07-25 23:15:02,315 - mmaction - INFO - Epoch [31][2800/3757] lr: 1.000e-03, eta: 12:26:56, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0255, loss: 1.0255, grad_norm: 5.7287 2020-07-25 23:15:14,567 - mmaction - INFO - Epoch [31][2820/3757] lr: 1.000e-03, eta: 12:26:44, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1496, loss: 1.1496, grad_norm: 5.9804 2020-07-25 23:15:26,800 - mmaction - INFO - Epoch [31][2840/3757] lr: 1.000e-03, eta: 12:26:31, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9031, loss_cls: 1.0887, loss: 1.0887, grad_norm: 5.8795 2020-07-25 23:15:39,050 - mmaction - INFO - Epoch [31][2860/3757] lr: 1.000e-03, eta: 12:26:19, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9023, loss_cls: 1.1040, loss: 1.1040, grad_norm: 5.9251 2020-07-25 23:15:51,311 - mmaction - INFO - Epoch [31][2880/3757] lr: 1.000e-03, eta: 12:26:06, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.0978, loss: 1.0978, grad_norm: 5.9899 2020-07-25 23:16:03,454 - mmaction - INFO - Epoch [31][2900/3757] lr: 1.000e-03, eta: 12:25:54, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.2046, loss: 1.2046, grad_norm: 5.9249 2020-07-25 23:16:15,778 - mmaction - INFO - Epoch [31][2920/3757] lr: 1.000e-03, eta: 12:25:41, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9016, loss_cls: 1.0522, loss: 1.0522, grad_norm: 5.6423 2020-07-25 23:16:27,955 - mmaction - INFO - Epoch [31][2940/3757] lr: 1.000e-03, eta: 12:25:29, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0588, loss: 1.0588, grad_norm: 5.9409 2020-07-25 23:16:40,167 - mmaction - INFO - Epoch [31][2960/3757] lr: 1.000e-03, eta: 12:25:16, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9000, loss_cls: 1.0816, loss: 1.0816, grad_norm: 5.9488 2020-07-25 23:16:52,421 - mmaction - INFO - Epoch [31][2980/3757] lr: 1.000e-03, eta: 12:25:04, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8914, loss_cls: 1.1956, loss: 1.1956, grad_norm: 6.2300 2020-07-25 23:17:04,660 - mmaction - INFO - Epoch [31][3000/3757] lr: 1.000e-03, eta: 12:24:51, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.1167, loss: 1.1167, grad_norm: 6.0347 2020-07-25 23:17:17,112 - mmaction - INFO - Epoch [31][3020/3757] lr: 1.000e-03, eta: 12:24:39, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9078, loss_cls: 1.0718, loss: 1.0718, grad_norm: 5.9500 2020-07-25 23:17:29,129 - mmaction - INFO - Epoch [31][3040/3757] lr: 1.000e-03, eta: 12:24:26, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8750, loss_cls: 1.2655, loss: 1.2655, grad_norm: 6.2509 2020-07-25 23:17:41,435 - mmaction - INFO - Epoch [31][3060/3757] lr: 1.000e-03, eta: 12:24:14, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1171, loss: 1.1171, grad_norm: 5.9422 2020-07-25 23:17:53,789 - mmaction - INFO - Epoch [31][3080/3757] lr: 1.000e-03, eta: 12:24:01, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1048, loss: 1.1048, grad_norm: 5.9001 2020-07-25 23:18:06,084 - mmaction - INFO - Epoch [31][3100/3757] lr: 1.000e-03, eta: 12:23:49, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1353, loss: 1.1353, grad_norm: 5.9897 2020-07-25 23:18:18,171 - mmaction - INFO - Epoch [31][3120/3757] lr: 1.000e-03, eta: 12:23:36, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.1311 2020-07-25 23:18:30,537 - mmaction - INFO - Epoch [31][3140/3757] lr: 1.000e-03, eta: 12:23:24, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8961, loss_cls: 1.1281, loss: 1.1281, grad_norm: 5.9359 2020-07-25 23:18:42,782 - mmaction - INFO - Epoch [31][3160/3757] lr: 1.000e-03, eta: 12:23:12, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1536, loss: 1.1536, grad_norm: 5.9613 2020-07-25 23:18:55,229 - mmaction - INFO - Epoch [31][3180/3757] lr: 1.000e-03, eta: 12:22:59, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1561, loss: 1.1561, grad_norm: 6.0636 2020-07-25 23:19:07,394 - mmaction - INFO - Epoch [31][3200/3757] lr: 1.000e-03, eta: 12:22:47, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8953, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.1931 2020-07-25 23:19:19,549 - mmaction - INFO - Epoch [31][3220/3757] lr: 1.000e-03, eta: 12:22:34, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8977, loss_cls: 1.1082, loss: 1.1082, grad_norm: 5.9428 2020-07-25 23:19:31,768 - mmaction - INFO - Epoch [31][3240/3757] lr: 1.000e-03, eta: 12:22:22, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0745, loss: 1.0745, grad_norm: 5.9220 2020-07-25 23:19:44,034 - mmaction - INFO - Epoch [31][3260/3757] lr: 1.000e-03, eta: 12:22:09, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1322, loss: 1.1322, grad_norm: 6.0487 2020-07-25 23:19:56,341 - mmaction - INFO - Epoch [31][3280/3757] lr: 1.000e-03, eta: 12:21:57, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8859, loss_cls: 1.2012, loss: 1.2012, grad_norm: 6.1652 2020-07-25 23:20:08,524 - mmaction - INFO - Epoch [31][3300/3757] lr: 1.000e-03, eta: 12:21:44, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8883, loss_cls: 1.1240, loss: 1.1240, grad_norm: 5.8487 2020-07-25 23:20:21,277 - mmaction - INFO - Epoch [31][3320/3757] lr: 1.000e-03, eta: 12:21:32, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8898, loss_cls: 1.1781, loss: 1.1781, grad_norm: 6.4099 2020-07-25 23:20:33,382 - mmaction - INFO - Epoch [31][3340/3757] lr: 1.000e-03, eta: 12:21:19, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0657, loss: 1.0657, grad_norm: 5.8059 2020-07-25 23:20:45,777 - mmaction - INFO - Epoch [31][3360/3757] lr: 1.000e-03, eta: 12:21:07, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.1130, loss: 1.1130, grad_norm: 5.8795 2020-07-25 23:20:58,036 - mmaction - INFO - Epoch [31][3380/3757] lr: 1.000e-03, eta: 12:20:55, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8867, loss_cls: 1.2121, loss: 1.2121, grad_norm: 6.2974 2020-07-25 23:21:10,241 - mmaction - INFO - Epoch [31][3400/3757] lr: 1.000e-03, eta: 12:20:42, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8992, loss_cls: 1.1113, loss: 1.1113, grad_norm: 6.0150 2020-07-25 23:21:22,514 - mmaction - INFO - Epoch [31][3420/3757] lr: 1.000e-03, eta: 12:20:30, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8766, loss_cls: 1.2073, loss: 1.2073, grad_norm: 6.0686 2020-07-25 23:21:34,699 - mmaction - INFO - Epoch [31][3440/3757] lr: 1.000e-03, eta: 12:20:17, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.0901, loss: 1.0901, grad_norm: 5.8707 2020-07-25 23:21:46,839 - mmaction - INFO - Epoch [31][3460/3757] lr: 1.000e-03, eta: 12:20:05, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.0836, loss: 1.0836, grad_norm: 5.9344 2020-07-25 23:21:59,060 - mmaction - INFO - Epoch [31][3480/3757] lr: 1.000e-03, eta: 12:19:52, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0676, loss: 1.0676, grad_norm: 5.8431 2020-07-25 23:22:11,131 - mmaction - INFO - Epoch [31][3500/3757] lr: 1.000e-03, eta: 12:19:39, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9055, loss_cls: 1.0877, loss: 1.0877, grad_norm: 6.0469 2020-07-25 23:22:23,462 - mmaction - INFO - Epoch [31][3520/3757] lr: 1.000e-03, eta: 12:19:27, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1886, loss: 1.1886, grad_norm: 6.0582 2020-07-25 23:22:35,492 - mmaction - INFO - Epoch [31][3540/3757] lr: 1.000e-03, eta: 12:19:14, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1329, loss: 1.1329, grad_norm: 5.9549 2020-07-25 23:22:47,860 - mmaction - INFO - Epoch [31][3560/3757] lr: 1.000e-03, eta: 12:19:02, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1592, loss: 1.1592, grad_norm: 6.0617 2020-07-25 23:22:59,957 - mmaction - INFO - Epoch [31][3580/3757] lr: 1.000e-03, eta: 12:18:49, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9117, loss_cls: 1.0388, loss: 1.0388, grad_norm: 5.9165 2020-07-25 23:23:12,307 - mmaction - INFO - Epoch [31][3600/3757] lr: 1.000e-03, eta: 12:18:37, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.2015, loss: 1.2015, grad_norm: 6.1015 2020-07-25 23:23:24,476 - mmaction - INFO - Epoch [31][3620/3757] lr: 1.000e-03, eta: 12:18:25, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8828, loss_cls: 1.1956, loss: 1.1956, grad_norm: 6.1489 2020-07-25 23:23:36,767 - mmaction - INFO - Epoch [31][3640/3757] lr: 1.000e-03, eta: 12:18:12, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1403, loss: 1.1403, grad_norm: 6.1486 2020-07-25 23:23:48,990 - mmaction - INFO - Epoch [31][3660/3757] lr: 1.000e-03, eta: 12:18:00, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1315, loss: 1.1315, grad_norm: 6.0363 2020-07-25 23:24:01,384 - mmaction - INFO - Epoch [31][3680/3757] lr: 1.000e-03, eta: 12:17:47, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1363, loss: 1.1363, grad_norm: 5.9660 2020-07-25 23:24:13,431 - mmaction - INFO - Epoch [31][3700/3757] lr: 1.000e-03, eta: 12:17:35, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.9070, loss_cls: 1.1027, loss: 1.1027, grad_norm: 5.9184 2020-07-25 23:24:25,638 - mmaction - INFO - Epoch [31][3720/3757] lr: 1.000e-03, eta: 12:17:22, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1275, loss: 1.1275, grad_norm: 5.8930 2020-07-25 23:24:37,683 - mmaction - INFO - Epoch [31][3740/3757] lr: 1.000e-03, eta: 12:17:09, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0947, loss: 1.0947, grad_norm: 6.0507 2020-07-25 23:24:48,243 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-07-25 23:25:14,731 - mmaction - INFO - Epoch [32][20/3757] lr: 1.000e-03, eta: 12:16:48, time: 1.291, data_time: 0.652, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0706, loss: 1.0706, grad_norm: 5.9892 2020-07-25 23:25:26,646 - mmaction - INFO - Epoch [32][40/3757] lr: 1.000e-03, eta: 12:16:36, time: 0.597, data_time: 0.003, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8969, loss_cls: 1.1505, loss: 1.1505, grad_norm: 6.1040 2020-07-25 23:25:38,807 - mmaction - INFO - Epoch [32][60/3757] lr: 1.000e-03, eta: 12:16:23, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0353, loss: 1.0353, grad_norm: 5.6626 2020-07-25 23:25:50,916 - mmaction - INFO - Epoch [32][80/3757] lr: 1.000e-03, eta: 12:16:11, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9907, loss: 0.9907, grad_norm: 5.6448 2020-07-25 23:26:03,214 - mmaction - INFO - Epoch [32][100/3757] lr: 1.000e-03, eta: 12:15:58, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8961, loss_cls: 1.1008, loss: 1.1008, grad_norm: 5.8068 2020-07-25 23:26:15,334 - mmaction - INFO - Epoch [32][120/3757] lr: 1.000e-03, eta: 12:15:46, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8797, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.0059 2020-07-25 23:26:27,602 - mmaction - INFO - Epoch [32][140/3757] lr: 1.000e-03, eta: 12:15:33, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9016, loss_cls: 1.0800, loss: 1.0800, grad_norm: 5.7951 2020-07-25 23:26:39,605 - mmaction - INFO - Epoch [32][160/3757] lr: 1.000e-03, eta: 12:15:21, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9000, loss_cls: 1.1422, loss: 1.1422, grad_norm: 6.1135 2020-07-25 23:26:51,781 - mmaction - INFO - Epoch [32][180/3757] lr: 1.000e-03, eta: 12:15:08, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9039, loss_cls: 1.0663, loss: 1.0663, grad_norm: 6.0197 2020-07-25 23:27:03,924 - mmaction - INFO - Epoch [32][200/3757] lr: 1.000e-03, eta: 12:14:55, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8938, loss_cls: 1.0991, loss: 1.0991, grad_norm: 5.9913 2020-07-25 23:27:16,131 - mmaction - INFO - Epoch [32][220/3757] lr: 1.000e-03, eta: 12:14:43, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.1165, loss: 1.1165, grad_norm: 5.7958 2020-07-25 23:27:28,247 - mmaction - INFO - Epoch [32][240/3757] lr: 1.000e-03, eta: 12:14:30, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1588, loss: 1.1588, grad_norm: 5.9388 2020-07-25 23:27:40,448 - mmaction - INFO - Epoch [32][260/3757] lr: 1.000e-03, eta: 12:14:18, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0590, loss: 1.0590, grad_norm: 5.8560 2020-07-25 23:27:52,483 - mmaction - INFO - Epoch [32][280/3757] lr: 1.000e-03, eta: 12:14:05, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.9055, loss_cls: 1.1230, loss: 1.1230, grad_norm: 6.1966 2020-07-25 23:28:04,846 - mmaction - INFO - Epoch [32][300/3757] lr: 1.000e-03, eta: 12:13:53, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.0620, loss: 1.0620, grad_norm: 5.8173 2020-07-25 23:28:16,979 - mmaction - INFO - Epoch [32][320/3757] lr: 1.000e-03, eta: 12:13:40, time: 0.607, data_time: 0.002, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8906, loss_cls: 1.0888, loss: 1.0888, grad_norm: 5.8368 2020-07-25 23:28:29,281 - mmaction - INFO - Epoch [32][340/3757] lr: 1.000e-03, eta: 12:13:28, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8922, loss_cls: 1.1848, loss: 1.1848, grad_norm: 6.0839 2020-07-25 23:28:41,272 - mmaction - INFO - Epoch [32][360/3757] lr: 1.000e-03, eta: 12:13:15, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1243, loss: 1.1243, grad_norm: 6.0103 2020-07-25 23:28:53,596 - mmaction - INFO - Epoch [32][380/3757] lr: 1.000e-03, eta: 12:13:03, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8938, loss_cls: 1.1143, loss: 1.1143, grad_norm: 6.1286 2020-07-25 23:29:05,596 - mmaction - INFO - Epoch [32][400/3757] lr: 1.000e-03, eta: 12:12:50, time: 0.606, data_time: 0.009, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.0940, loss: 1.0940, grad_norm: 5.9451 2020-07-25 23:29:17,743 - mmaction - INFO - Epoch [32][420/3757] lr: 1.000e-03, eta: 12:12:38, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9086, loss_cls: 1.0679, loss: 1.0679, grad_norm: 6.0618 2020-07-25 23:29:30,024 - mmaction - INFO - Epoch [32][440/3757] lr: 1.000e-03, eta: 12:12:25, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8945, loss_cls: 1.1586, loss: 1.1586, grad_norm: 6.2348 2020-07-25 23:29:42,319 - mmaction - INFO - Epoch [32][460/3757] lr: 1.000e-03, eta: 12:12:13, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.0976, loss: 1.0976, grad_norm: 6.0347 2020-07-25 23:29:54,609 - mmaction - INFO - Epoch [32][480/3757] lr: 1.000e-03, eta: 12:12:00, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8930, loss_cls: 1.1102, loss: 1.1102, grad_norm: 5.9355 2020-07-25 23:30:06,727 - mmaction - INFO - Epoch [32][500/3757] lr: 1.000e-03, eta: 12:11:48, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8969, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.0272 2020-07-25 23:30:19,041 - mmaction - INFO - Epoch [32][520/3757] lr: 1.000e-03, eta: 12:11:35, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.1173, loss: 1.1173, grad_norm: 5.9536 2020-07-25 23:30:31,380 - mmaction - INFO - Epoch [32][540/3757] lr: 1.000e-03, eta: 12:11:23, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9109, loss_cls: 1.0537, loss: 1.0537, grad_norm: 5.8541 2020-07-25 23:30:43,631 - mmaction - INFO - Epoch [32][560/3757] lr: 1.000e-03, eta: 12:11:10, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8938, loss_cls: 1.1200, loss: 1.1200, grad_norm: 6.0501 2020-07-25 23:30:55,778 - mmaction - INFO - Epoch [32][580/3757] lr: 1.000e-03, eta: 12:10:58, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1054, loss: 1.1054, grad_norm: 5.9141 2020-07-25 23:31:08,182 - mmaction - INFO - Epoch [32][600/3757] lr: 1.000e-03, eta: 12:10:45, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1298, loss: 1.1298, grad_norm: 5.8989 2020-07-25 23:31:20,253 - mmaction - INFO - Epoch [32][620/3757] lr: 1.000e-03, eta: 12:10:33, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.0905, loss: 1.0905, grad_norm: 6.1600 2020-07-25 23:31:32,302 - mmaction - INFO - Epoch [32][640/3757] lr: 1.000e-03, eta: 12:10:20, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1315, loss: 1.1315, grad_norm: 6.0741 2020-07-25 23:31:44,525 - mmaction - INFO - Epoch [32][660/3757] lr: 1.000e-03, eta: 12:10:08, time: 0.611, data_time: 0.002, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.0813, loss: 1.0813, grad_norm: 5.8562 2020-07-25 23:31:56,818 - mmaction - INFO - Epoch [32][680/3757] lr: 1.000e-03, eta: 12:09:55, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0789, loss: 1.0789, grad_norm: 5.9226 2020-07-25 23:32:08,963 - mmaction - INFO - Epoch [32][700/3757] lr: 1.000e-03, eta: 12:09:43, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9039, loss_cls: 1.1172, loss: 1.1172, grad_norm: 5.9665 2020-07-25 23:32:21,145 - mmaction - INFO - Epoch [32][720/3757] lr: 1.000e-03, eta: 12:09:30, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.8914, loss_cls: 1.0934, loss: 1.0934, grad_norm: 5.9309 2020-07-25 23:32:33,396 - mmaction - INFO - Epoch [32][740/3757] lr: 1.000e-03, eta: 12:09:18, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.7180, top5_acc: 0.9016, loss_cls: 1.0768, loss: 1.0768, grad_norm: 5.9698 2020-07-25 23:32:45,558 - mmaction - INFO - Epoch [32][760/3757] lr: 1.000e-03, eta: 12:09:05, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0745, loss: 1.0745, grad_norm: 6.1143 2020-07-25 23:32:57,821 - mmaction - INFO - Epoch [32][780/3757] lr: 1.000e-03, eta: 12:08:53, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9055, loss_cls: 1.0905, loss: 1.0905, grad_norm: 6.1453 2020-07-25 23:33:10,072 - mmaction - INFO - Epoch [32][800/3757] lr: 1.000e-03, eta: 12:08:40, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8945, loss_cls: 1.1314, loss: 1.1314, grad_norm: 6.1728 2020-07-25 23:33:22,280 - mmaction - INFO - Epoch [32][820/3757] lr: 1.000e-03, eta: 12:08:28, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1378, loss: 1.1378, grad_norm: 6.0380 2020-07-25 23:33:34,411 - mmaction - INFO - Epoch [32][840/3757] lr: 1.000e-03, eta: 12:08:15, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1551, loss: 1.1551, grad_norm: 6.1199 2020-07-25 23:33:46,646 - mmaction - INFO - Epoch [32][860/3757] lr: 1.000e-03, eta: 12:08:03, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8953, loss_cls: 1.0604, loss: 1.0604, grad_norm: 5.8361 2020-07-25 23:33:58,937 - mmaction - INFO - Epoch [32][880/3757] lr: 1.000e-03, eta: 12:07:50, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9016, loss_cls: 1.0607, loss: 1.0607, grad_norm: 5.9040 2020-07-25 23:34:11,096 - mmaction - INFO - Epoch [32][900/3757] lr: 1.000e-03, eta: 12:07:38, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9055, loss_cls: 1.0780, loss: 1.0780, grad_norm: 5.8475 2020-07-25 23:34:23,389 - mmaction - INFO - Epoch [32][920/3757] lr: 1.000e-03, eta: 12:07:25, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.0994, loss: 1.0994, grad_norm: 5.8603 2020-07-25 23:34:35,581 - mmaction - INFO - Epoch [32][940/3757] lr: 1.000e-03, eta: 12:07:13, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8844, loss_cls: 1.1308, loss: 1.1308, grad_norm: 5.8943 2020-07-25 23:34:47,923 - mmaction - INFO - Epoch [32][960/3757] lr: 1.000e-03, eta: 12:07:01, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0454, loss: 1.0454, grad_norm: 5.8929 2020-07-25 23:35:00,086 - mmaction - INFO - Epoch [32][980/3757] lr: 1.000e-03, eta: 12:06:48, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1480, loss: 1.1480, grad_norm: 6.0471 2020-07-25 23:35:12,121 - mmaction - INFO - Epoch [32][1000/3757] lr: 1.000e-03, eta: 12:06:35, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0917, loss: 1.0917, grad_norm: 6.0144 2020-07-25 23:35:24,258 - mmaction - INFO - Epoch [32][1020/3757] lr: 1.000e-03, eta: 12:06:23, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8984, loss_cls: 1.1356, loss: 1.1356, grad_norm: 6.1463 2020-07-25 23:35:36,563 - mmaction - INFO - Epoch [32][1040/3757] lr: 1.000e-03, eta: 12:06:10, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 1.0278, loss: 1.0278, grad_norm: 5.8350 2020-07-25 23:35:48,690 - mmaction - INFO - Epoch [32][1060/3757] lr: 1.000e-03, eta: 12:05:58, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8953, loss_cls: 1.1381, loss: 1.1381, grad_norm: 6.1096 2020-07-25 23:36:00,985 - mmaction - INFO - Epoch [32][1080/3757] lr: 1.000e-03, eta: 12:05:45, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.1076, loss: 1.1076, grad_norm: 5.9267 2020-07-25 23:36:13,235 - mmaction - INFO - Epoch [32][1100/3757] lr: 1.000e-03, eta: 12:05:33, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9047, loss_cls: 1.1119, loss: 1.1119, grad_norm: 6.1448 2020-07-25 23:36:25,524 - mmaction - INFO - Epoch [32][1120/3757] lr: 1.000e-03, eta: 12:05:20, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.0974, loss: 1.0974, grad_norm: 5.9979 2020-07-25 23:36:37,681 - mmaction - INFO - Epoch [32][1140/3757] lr: 1.000e-03, eta: 12:05:08, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1983, loss: 1.1983, grad_norm: 6.3512 2020-07-25 23:36:50,045 - mmaction - INFO - Epoch [32][1160/3757] lr: 1.000e-03, eta: 12:04:56, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.9000, loss_cls: 1.1329, loss: 1.1329, grad_norm: 6.1799 2020-07-25 23:37:02,251 - mmaction - INFO - Epoch [32][1180/3757] lr: 1.000e-03, eta: 12:04:43, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9023, loss_cls: 1.1029, loss: 1.1029, grad_norm: 6.1120 2020-07-25 23:37:14,619 - mmaction - INFO - Epoch [32][1200/3757] lr: 1.000e-03, eta: 12:04:31, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0727, loss: 1.0727, grad_norm: 5.8243 2020-07-25 23:37:26,753 - mmaction - INFO - Epoch [32][1220/3757] lr: 1.000e-03, eta: 12:04:18, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8953, loss_cls: 1.1432, loss: 1.1432, grad_norm: 6.1646 2020-07-25 23:37:39,069 - mmaction - INFO - Epoch [32][1240/3757] lr: 1.000e-03, eta: 12:04:06, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.1039, loss: 1.1039, grad_norm: 6.0683 2020-07-25 23:37:51,373 - mmaction - INFO - Epoch [32][1260/3757] lr: 1.000e-03, eta: 12:03:53, time: 0.615, data_time: 0.003, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0613, loss: 1.0613, grad_norm: 5.9070 2020-07-25 23:38:03,569 - mmaction - INFO - Epoch [32][1280/3757] lr: 1.000e-03, eta: 12:03:41, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.9008, loss_cls: 1.1512, loss: 1.1512, grad_norm: 6.1205 2020-07-25 23:38:15,755 - mmaction - INFO - Epoch [32][1300/3757] lr: 1.000e-03, eta: 12:03:28, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0491, loss: 1.0491, grad_norm: 5.9805 2020-07-25 23:38:28,095 - mmaction - INFO - Epoch [32][1320/3757] lr: 1.000e-03, eta: 12:03:16, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9062, loss_cls: 1.0735, loss: 1.0735, grad_norm: 6.0630 2020-07-25 23:38:40,155 - mmaction - INFO - Epoch [32][1340/3757] lr: 1.000e-03, eta: 12:03:03, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0572, loss: 1.0572, grad_norm: 5.9572 2020-07-25 23:38:52,272 - mmaction - INFO - Epoch [32][1360/3757] lr: 1.000e-03, eta: 12:02:51, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8805, loss_cls: 1.2312, loss: 1.2312, grad_norm: 6.3691 2020-07-25 23:39:04,420 - mmaction - INFO - Epoch [32][1380/3757] lr: 1.000e-03, eta: 12:02:38, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.9039, loss_cls: 1.0858, loss: 1.0858, grad_norm: 6.1330 2020-07-25 23:39:16,601 - mmaction - INFO - Epoch [32][1400/3757] lr: 1.000e-03, eta: 12:02:26, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.0756, loss: 1.0756, grad_norm: 5.9017 2020-07-25 23:39:28,773 - mmaction - INFO - Epoch [32][1420/3757] lr: 1.000e-03, eta: 12:02:13, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8969, loss_cls: 1.0796, loss: 1.0796, grad_norm: 5.9500 2020-07-25 23:39:40,966 - mmaction - INFO - Epoch [32][1440/3757] lr: 1.000e-03, eta: 12:02:01, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.9023, loss_cls: 1.1131, loss: 1.1131, grad_norm: 6.0713 2020-07-25 23:39:53,258 - mmaction - INFO - Epoch [32][1460/3757] lr: 1.000e-03, eta: 12:01:48, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9109, loss_cls: 1.0404, loss: 1.0404, grad_norm: 5.9921 2020-07-25 23:40:05,567 - mmaction - INFO - Epoch [32][1480/3757] lr: 1.000e-03, eta: 12:01:36, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9062, loss_cls: 1.0815, loss: 1.0815, grad_norm: 6.0865 2020-07-25 23:40:17,702 - mmaction - INFO - Epoch [32][1500/3757] lr: 1.000e-03, eta: 12:01:23, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1633, loss: 1.1633, grad_norm: 6.0060 2020-07-25 23:40:30,071 - mmaction - INFO - Epoch [32][1520/3757] lr: 1.000e-03, eta: 12:01:11, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9117, loss_cls: 1.0377, loss: 1.0377, grad_norm: 5.9023 2020-07-25 23:40:42,206 - mmaction - INFO - Epoch [32][1540/3757] lr: 1.000e-03, eta: 12:00:58, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8977, loss_cls: 1.1134, loss: 1.1134, grad_norm: 6.0778 2020-07-25 23:40:54,497 - mmaction - INFO - Epoch [32][1560/3757] lr: 1.000e-03, eta: 12:00:46, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.1264, loss: 1.1264, grad_norm: 6.0057 2020-07-25 23:41:06,753 - mmaction - INFO - Epoch [32][1580/3757] lr: 1.000e-03, eta: 12:00:33, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.7156, top5_acc: 0.9031, loss_cls: 1.1340, loss: 1.1340, grad_norm: 6.0550 2020-07-25 23:41:19,052 - mmaction - INFO - Epoch [32][1600/3757] lr: 1.000e-03, eta: 12:00:21, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.0047 2020-07-25 23:41:31,108 - mmaction - INFO - Epoch [32][1620/3757] lr: 1.000e-03, eta: 12:00:08, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8984, loss_cls: 1.0853, loss: 1.0853, grad_norm: 5.9806 2020-07-25 23:41:43,357 - mmaction - INFO - Epoch [32][1640/3757] lr: 1.000e-03, eta: 11:59:56, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2136, loss: 1.2136, grad_norm: 6.0999 2020-07-25 23:41:55,517 - mmaction - INFO - Epoch [32][1660/3757] lr: 1.000e-03, eta: 11:59:43, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1440, loss: 1.1440, grad_norm: 6.0343 2020-07-25 23:42:07,900 - mmaction - INFO - Epoch [32][1680/3757] lr: 1.000e-03, eta: 11:59:31, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9023, loss_cls: 1.0757, loss: 1.0757, grad_norm: 6.0280 2020-07-25 23:42:20,110 - mmaction - INFO - Epoch [32][1700/3757] lr: 1.000e-03, eta: 11:59:19, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1767, loss: 1.1767, grad_norm: 6.1084 2020-07-25 23:42:32,360 - mmaction - INFO - Epoch [32][1720/3757] lr: 1.000e-03, eta: 11:59:06, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8953, loss_cls: 1.1360, loss: 1.1360, grad_norm: 6.0709 2020-07-25 23:42:44,455 - mmaction - INFO - Epoch [32][1740/3757] lr: 1.000e-03, eta: 11:58:54, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8930, loss_cls: 1.1479, loss: 1.1479, grad_norm: 6.0842 2020-07-25 23:42:56,773 - mmaction - INFO - Epoch [32][1760/3757] lr: 1.000e-03, eta: 11:58:41, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8844, loss_cls: 1.2428, loss: 1.2428, grad_norm: 6.5127 2020-07-25 23:43:09,009 - mmaction - INFO - Epoch [32][1780/3757] lr: 1.000e-03, eta: 11:58:29, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1837, loss: 1.1837, grad_norm: 6.0756 2020-07-25 23:43:21,288 - mmaction - INFO - Epoch [32][1800/3757] lr: 1.000e-03, eta: 11:58:16, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1158, loss: 1.1158, grad_norm: 5.9892 2020-07-25 23:43:33,356 - mmaction - INFO - Epoch [32][1820/3757] lr: 1.000e-03, eta: 11:58:04, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8875, loss_cls: 1.2019, loss: 1.2019, grad_norm: 6.3855 2020-07-25 23:43:45,655 - mmaction - INFO - Epoch [32][1840/3757] lr: 1.000e-03, eta: 11:57:51, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0458, loss: 1.0458, grad_norm: 5.8263 2020-07-25 23:43:57,769 - mmaction - INFO - Epoch [32][1860/3757] lr: 1.000e-03, eta: 11:57:39, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1307, loss: 1.1307, grad_norm: 6.0736 2020-07-25 23:44:09,835 - mmaction - INFO - Epoch [32][1880/3757] lr: 1.000e-03, eta: 11:57:26, time: 0.602, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.9086, loss_cls: 1.1098, loss: 1.1098, grad_norm: 6.2313 2020-07-25 23:44:21,976 - mmaction - INFO - Epoch [32][1900/3757] lr: 1.000e-03, eta: 11:57:13, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8898, loss_cls: 1.1774, loss: 1.1774, grad_norm: 6.2528 2020-07-25 23:44:34,260 - mmaction - INFO - Epoch [32][1920/3757] lr: 1.000e-03, eta: 11:57:01, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9086, loss_cls: 1.0395, loss: 1.0395, grad_norm: 5.7215 2020-07-25 23:44:46,370 - mmaction - INFO - Epoch [32][1940/3757] lr: 1.000e-03, eta: 11:56:48, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9039, loss_cls: 1.0334, loss: 1.0334, grad_norm: 5.7489 2020-07-25 23:44:58,597 - mmaction - INFO - Epoch [32][1960/3757] lr: 1.000e-03, eta: 11:56:36, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8969, loss_cls: 1.0607, loss: 1.0607, grad_norm: 5.7763 2020-07-25 23:45:10,827 - mmaction - INFO - Epoch [32][1980/3757] lr: 1.000e-03, eta: 11:56:24, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1417, loss: 1.1417, grad_norm: 6.0483 2020-07-25 23:45:23,141 - mmaction - INFO - Epoch [32][2000/3757] lr: 1.000e-03, eta: 11:56:11, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1177, loss: 1.1177, grad_norm: 5.8875 2020-07-25 23:45:35,264 - mmaction - INFO - Epoch [32][2020/3757] lr: 1.000e-03, eta: 11:55:59, time: 0.609, data_time: 0.009, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.0753, loss: 1.0753, grad_norm: 5.9009 2020-07-25 23:45:47,379 - mmaction - INFO - Epoch [32][2040/3757] lr: 1.000e-03, eta: 11:55:46, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.1155, loss: 1.1155, grad_norm: 6.0840 2020-07-25 23:45:59,595 - mmaction - INFO - Epoch [32][2060/3757] lr: 1.000e-03, eta: 11:55:34, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1296, loss: 1.1296, grad_norm: 6.0418 2020-07-25 23:46:11,828 - mmaction - INFO - Epoch [32][2080/3757] lr: 1.000e-03, eta: 11:55:21, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8867, loss_cls: 1.2132, loss: 1.2132, grad_norm: 6.1079 2020-07-25 23:46:24,065 - mmaction - INFO - Epoch [32][2100/3757] lr: 1.000e-03, eta: 11:55:09, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.1288, loss: 1.1288, grad_norm: 5.9136 2020-07-25 23:46:36,328 - mmaction - INFO - Epoch [32][2120/3757] lr: 1.000e-03, eta: 11:54:56, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.1094, loss: 1.1094, grad_norm: 5.9670 2020-07-25 23:46:48,556 - mmaction - INFO - Epoch [32][2140/3757] lr: 1.000e-03, eta: 11:54:44, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8961, loss_cls: 1.0933, loss: 1.0933, grad_norm: 5.9579 2020-07-25 23:47:00,830 - mmaction - INFO - Epoch [32][2160/3757] lr: 1.000e-03, eta: 11:54:31, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.1022, loss: 1.1022, grad_norm: 5.9855 2020-07-25 23:47:13,033 - mmaction - INFO - Epoch [32][2180/3757] lr: 1.000e-03, eta: 11:54:19, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1743, loss: 1.1743, grad_norm: 6.2170 2020-07-25 23:47:25,234 - mmaction - INFO - Epoch [32][2200/3757] lr: 1.000e-03, eta: 11:54:06, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1257, loss: 1.1257, grad_norm: 5.9377 2020-07-25 23:47:37,522 - mmaction - INFO - Epoch [32][2220/3757] lr: 1.000e-03, eta: 11:53:54, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8938, loss_cls: 1.1340, loss: 1.1340, grad_norm: 6.1112 2020-07-25 23:47:49,840 - mmaction - INFO - Epoch [32][2240/3757] lr: 1.000e-03, eta: 11:53:41, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.0645, loss: 1.0645, grad_norm: 5.9272 2020-07-25 23:48:02,073 - mmaction - INFO - Epoch [32][2260/3757] lr: 1.000e-03, eta: 11:53:29, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8891, loss_cls: 1.1534, loss: 1.1534, grad_norm: 6.0438 2020-07-25 23:48:14,410 - mmaction - INFO - Epoch [32][2280/3757] lr: 1.000e-03, eta: 11:53:16, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1072, loss: 1.1072, grad_norm: 5.9530 2020-07-25 23:48:26,528 - mmaction - INFO - Epoch [32][2300/3757] lr: 1.000e-03, eta: 11:53:04, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9008, loss_cls: 1.0698, loss: 1.0698, grad_norm: 5.8451 2020-07-25 23:48:38,752 - mmaction - INFO - Epoch [32][2320/3757] lr: 1.000e-03, eta: 11:52:51, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1307, loss: 1.1307, grad_norm: 5.7631 2020-07-25 23:48:50,963 - mmaction - INFO - Epoch [32][2340/3757] lr: 1.000e-03, eta: 11:52:39, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.1766, loss: 1.1766, grad_norm: 6.3989 2020-07-25 23:49:03,174 - mmaction - INFO - Epoch [32][2360/3757] lr: 1.000e-03, eta: 11:52:26, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1497, loss: 1.1497, grad_norm: 5.9733 2020-07-25 23:49:15,351 - mmaction - INFO - Epoch [32][2380/3757] lr: 1.000e-03, eta: 11:52:14, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.1346, loss: 1.1346, grad_norm: 6.0244 2020-07-25 23:49:27,594 - mmaction - INFO - Epoch [32][2400/3757] lr: 1.000e-03, eta: 11:52:01, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8977, loss_cls: 1.0257, loss: 1.0257, grad_norm: 5.6975 2020-07-25 23:49:39,831 - mmaction - INFO - Epoch [32][2420/3757] lr: 1.000e-03, eta: 11:51:49, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8898, loss_cls: 1.1551, loss: 1.1551, grad_norm: 6.1226 2020-07-25 23:49:52,079 - mmaction - INFO - Epoch [32][2440/3757] lr: 1.000e-03, eta: 11:51:36, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8953, loss_cls: 1.0843, loss: 1.0843, grad_norm: 5.9111 2020-07-25 23:50:04,333 - mmaction - INFO - Epoch [32][2460/3757] lr: 1.000e-03, eta: 11:51:24, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9023, loss_cls: 1.0955, loss: 1.0955, grad_norm: 6.1254 2020-07-25 23:50:16,580 - mmaction - INFO - Epoch [32][2480/3757] lr: 1.000e-03, eta: 11:51:12, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8961, loss_cls: 1.0648, loss: 1.0648, grad_norm: 5.9249 2020-07-25 23:50:28,661 - mmaction - INFO - Epoch [32][2500/3757] lr: 1.000e-03, eta: 11:50:59, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.0704, loss: 1.0704, grad_norm: 6.0090 2020-07-25 23:50:40,842 - mmaction - INFO - Epoch [32][2520/3757] lr: 1.000e-03, eta: 11:50:46, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.9008, loss_cls: 1.1385, loss: 1.1385, grad_norm: 6.2209 2020-07-25 23:50:52,942 - mmaction - INFO - Epoch [32][2540/3757] lr: 1.000e-03, eta: 11:50:34, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1264, loss: 1.1264, grad_norm: 6.0018 2020-07-25 23:51:05,097 - mmaction - INFO - Epoch [32][2560/3757] lr: 1.000e-03, eta: 11:50:21, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0754, loss: 1.0754, grad_norm: 6.0074 2020-07-25 23:51:17,396 - mmaction - INFO - Epoch [32][2580/3757] lr: 1.000e-03, eta: 11:50:09, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1335, loss: 1.1335, grad_norm: 5.9843 2020-07-25 23:51:29,789 - mmaction - INFO - Epoch [32][2600/3757] lr: 1.000e-03, eta: 11:49:57, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0906, loss: 1.0906, grad_norm: 6.0118 2020-07-25 23:51:42,112 - mmaction - INFO - Epoch [32][2620/3757] lr: 1.000e-03, eta: 11:49:44, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8992, loss_cls: 1.1175, loss: 1.1175, grad_norm: 6.0026 2020-07-25 23:51:54,493 - mmaction - INFO - Epoch [32][2640/3757] lr: 1.000e-03, eta: 11:49:32, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 1.0314, loss: 1.0314, grad_norm: 5.8243 2020-07-25 23:52:06,734 - mmaction - INFO - Epoch [32][2660/3757] lr: 1.000e-03, eta: 11:49:19, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1001, loss: 1.1001, grad_norm: 6.0497 2020-07-25 23:52:19,096 - mmaction - INFO - Epoch [32][2680/3757] lr: 1.000e-03, eta: 11:49:07, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.9008, loss_cls: 1.1269, loss: 1.1269, grad_norm: 6.2151 2020-07-25 23:52:31,165 - mmaction - INFO - Epoch [32][2700/3757] lr: 1.000e-03, eta: 11:48:54, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9070, loss_cls: 1.0912, loss: 1.0912, grad_norm: 6.0092 2020-07-25 23:52:43,383 - mmaction - INFO - Epoch [32][2720/3757] lr: 1.000e-03, eta: 11:48:42, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8945, loss_cls: 1.1739, loss: 1.1739, grad_norm: 6.1081 2020-07-25 23:52:55,765 - mmaction - INFO - Epoch [32][2740/3757] lr: 1.000e-03, eta: 11:48:29, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0398, loss: 1.0398, grad_norm: 5.7625 2020-07-25 23:53:08,001 - mmaction - INFO - Epoch [32][2760/3757] lr: 1.000e-03, eta: 11:48:17, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8938, loss_cls: 1.1659, loss: 1.1659, grad_norm: 6.2086 2020-07-25 23:53:20,141 - mmaction - INFO - Epoch [32][2780/3757] lr: 1.000e-03, eta: 11:48:04, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 1.0605, loss: 1.0605, grad_norm: 5.8351 2020-07-25 23:53:32,183 - mmaction - INFO - Epoch [32][2800/3757] lr: 1.000e-03, eta: 11:47:52, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9023, loss_cls: 1.0363, loss: 1.0363, grad_norm: 5.9041 2020-07-25 23:53:44,337 - mmaction - INFO - Epoch [32][2820/3757] lr: 1.000e-03, eta: 11:47:39, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1591, loss: 1.1591, grad_norm: 6.1117 2020-07-25 23:53:56,435 - mmaction - INFO - Epoch [32][2840/3757] lr: 1.000e-03, eta: 11:47:27, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0528, loss: 1.0528, grad_norm: 5.8911 2020-07-25 23:54:08,598 - mmaction - INFO - Epoch [32][2860/3757] lr: 1.000e-03, eta: 11:47:14, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1823, loss: 1.1823, grad_norm: 6.2248 2020-07-25 23:54:20,623 - mmaction - INFO - Epoch [32][2880/3757] lr: 1.000e-03, eta: 11:47:02, time: 0.601, data_time: 0.003, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8875, loss_cls: 1.1940, loss: 1.1940, grad_norm: 6.3122 2020-07-25 23:54:32,815 - mmaction - INFO - Epoch [32][2900/3757] lr: 1.000e-03, eta: 11:46:49, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9008, loss_cls: 1.0891, loss: 1.0891, grad_norm: 6.0344 2020-07-25 23:54:44,824 - mmaction - INFO - Epoch [32][2920/3757] lr: 1.000e-03, eta: 11:46:37, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.2457 2020-07-25 23:54:57,285 - mmaction - INFO - Epoch [32][2940/3757] lr: 1.000e-03, eta: 11:46:24, time: 0.623, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1378, loss: 1.1378, grad_norm: 6.0550 2020-07-25 23:55:09,462 - mmaction - INFO - Epoch [32][2960/3757] lr: 1.000e-03, eta: 11:46:12, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1716, loss: 1.1716, grad_norm: 6.0419 2020-07-25 23:55:21,771 - mmaction - INFO - Epoch [32][2980/3757] lr: 1.000e-03, eta: 11:45:59, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8977, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.2227 2020-07-25 23:55:33,980 - mmaction - INFO - Epoch [32][3000/3757] lr: 1.000e-03, eta: 11:45:47, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8961, loss_cls: 1.1423, loss: 1.1423, grad_norm: 6.1247 2020-07-25 23:55:46,343 - mmaction - INFO - Epoch [32][3020/3757] lr: 1.000e-03, eta: 11:45:34, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1291, loss: 1.1291, grad_norm: 6.0242 2020-07-25 23:55:58,468 - mmaction - INFO - Epoch [32][3040/3757] lr: 1.000e-03, eta: 11:45:22, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.1743, loss: 1.1743, grad_norm: 6.1025 2020-07-25 23:56:10,729 - mmaction - INFO - Epoch [32][3060/3757] lr: 1.000e-03, eta: 11:45:09, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.0707, loss: 1.0707, grad_norm: 5.9926 2020-07-25 23:56:22,956 - mmaction - INFO - Epoch [32][3080/3757] lr: 1.000e-03, eta: 11:44:57, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.1015, loss: 1.1015, grad_norm: 6.0543 2020-07-25 23:56:35,252 - mmaction - INFO - Epoch [32][3100/3757] lr: 1.000e-03, eta: 11:44:45, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2650, loss: 1.2650, grad_norm: 6.6062 2020-07-25 23:56:47,433 - mmaction - INFO - Epoch [32][3120/3757] lr: 1.000e-03, eta: 11:44:32, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7078, top5_acc: 0.9047, loss_cls: 1.0937, loss: 1.0937, grad_norm: 6.0108 2020-07-25 23:56:59,582 - mmaction - INFO - Epoch [32][3140/3757] lr: 1.000e-03, eta: 11:44:20, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9055, loss_cls: 1.0783, loss: 1.0783, grad_norm: 5.9700 2020-07-25 23:57:11,817 - mmaction - INFO - Epoch [32][3160/3757] lr: 1.000e-03, eta: 11:44:07, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.0823, loss: 1.0823, grad_norm: 5.8430 2020-07-25 23:57:24,075 - mmaction - INFO - Epoch [32][3180/3757] lr: 1.000e-03, eta: 11:43:55, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8961, loss_cls: 1.1176, loss: 1.1176, grad_norm: 6.0380 2020-07-25 23:57:36,229 - mmaction - INFO - Epoch [32][3200/3757] lr: 1.000e-03, eta: 11:43:42, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8883, loss_cls: 1.1073, loss: 1.1073, grad_norm: 5.9076 2020-07-25 23:57:48,440 - mmaction - INFO - Epoch [32][3220/3757] lr: 1.000e-03, eta: 11:43:30, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8922, loss_cls: 1.1578, loss: 1.1578, grad_norm: 6.1221 2020-07-25 23:58:00,612 - mmaction - INFO - Epoch [32][3240/3757] lr: 1.000e-03, eta: 11:43:17, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.9156, loss_cls: 1.0532, loss: 1.0532, grad_norm: 6.2158 2020-07-25 23:58:12,949 - mmaction - INFO - Epoch [32][3260/3757] lr: 1.000e-03, eta: 11:43:05, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.1242, loss: 1.1242, grad_norm: 6.1122 2020-07-25 23:58:25,040 - mmaction - INFO - Epoch [32][3280/3757] lr: 1.000e-03, eta: 11:42:52, time: 0.602, data_time: 0.002, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1740, loss: 1.1740, grad_norm: 6.1658 2020-07-25 23:58:37,273 - mmaction - INFO - Epoch [32][3300/3757] lr: 1.000e-03, eta: 11:42:40, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8945, loss_cls: 1.1978, loss: 1.1978, grad_norm: 6.4471 2020-07-25 23:58:49,587 - mmaction - INFO - Epoch [32][3320/3757] lr: 1.000e-03, eta: 11:42:27, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1905, loss: 1.1905, grad_norm: 6.2251 2020-07-25 23:59:01,520 - mmaction - INFO - Epoch [32][3340/3757] lr: 1.000e-03, eta: 11:42:15, time: 0.599, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0447, loss: 1.0447, grad_norm: 5.7129 2020-07-25 23:59:13,718 - mmaction - INFO - Epoch [32][3360/3757] lr: 1.000e-03, eta: 11:42:02, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8930, loss_cls: 1.1562, loss: 1.1562, grad_norm: 6.2473 2020-07-25 23:59:25,919 - mmaction - INFO - Epoch [32][3380/3757] lr: 1.000e-03, eta: 11:41:50, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7172, top5_acc: 0.9102, loss_cls: 1.1022, loss: 1.1022, grad_norm: 6.1452 2020-07-25 23:59:38,217 - mmaction - INFO - Epoch [32][3400/3757] lr: 1.000e-03, eta: 11:41:37, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1331, loss: 1.1331, grad_norm: 5.8935 2020-07-25 23:59:50,284 - mmaction - INFO - Epoch [32][3420/3757] lr: 1.000e-03, eta: 11:41:25, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0407, loss: 1.0407, grad_norm: 5.8276 2020-07-26 00:00:02,610 - mmaction - INFO - Epoch [32][3440/3757] lr: 1.000e-03, eta: 11:41:12, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.0785 2020-07-26 00:00:17,113 - mmaction - INFO - Epoch [32][3460/3757] lr: 1.000e-03, eta: 11:41:01, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9008, loss_cls: 1.0318, loss: 1.0318, grad_norm: 5.8345 2020-07-26 00:00:29,376 - mmaction - INFO - Epoch [32][3480/3757] lr: 1.000e-03, eta: 11:40:49, time: 0.619, data_time: 0.015, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1122, loss: 1.1122, grad_norm: 6.0246 2020-07-26 00:00:41,417 - mmaction - INFO - Epoch [32][3500/3757] lr: 1.000e-03, eta: 11:40:36, time: 0.601, data_time: 0.003, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.1448, loss: 1.1448, grad_norm: 6.1414 2020-07-26 00:00:53,693 - mmaction - INFO - Epoch [32][3520/3757] lr: 1.000e-03, eta: 11:40:24, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8938, loss_cls: 1.0795, loss: 1.0795, grad_norm: 6.0399 2020-07-26 00:01:05,977 - mmaction - INFO - Epoch [32][3540/3757] lr: 1.000e-03, eta: 11:40:11, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8922, loss_cls: 1.1884, loss: 1.1884, grad_norm: 6.2075 2020-07-26 00:01:18,212 - mmaction - INFO - Epoch [32][3560/3757] lr: 1.000e-03, eta: 11:39:59, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1087, loss: 1.1087, grad_norm: 6.1182 2020-07-26 00:01:30,434 - mmaction - INFO - Epoch [32][3580/3757] lr: 1.000e-03, eta: 11:39:46, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.1425, loss: 1.1425, grad_norm: 6.1326 2020-07-26 00:01:42,683 - mmaction - INFO - Epoch [32][3600/3757] lr: 1.000e-03, eta: 11:39:34, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8836, loss_cls: 1.1966, loss: 1.1966, grad_norm: 6.0920 2020-07-26 00:01:54,905 - mmaction - INFO - Epoch [32][3620/3757] lr: 1.000e-03, eta: 11:39:21, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8969, loss_cls: 1.1123, loss: 1.1123, grad_norm: 6.2368 2020-07-26 00:02:07,238 - mmaction - INFO - Epoch [32][3640/3757] lr: 1.000e-03, eta: 11:39:09, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9102, loss_cls: 1.0790, loss: 1.0790, grad_norm: 5.9987 2020-07-26 00:02:19,305 - mmaction - INFO - Epoch [32][3660/3757] lr: 1.000e-03, eta: 11:38:56, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8953, loss_cls: 1.1282, loss: 1.1282, grad_norm: 6.1570 2020-07-26 00:02:31,536 - mmaction - INFO - Epoch [32][3680/3757] lr: 1.000e-03, eta: 11:38:44, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9102, loss_cls: 1.0678, loss: 1.0678, grad_norm: 5.9089 2020-07-26 00:02:43,695 - mmaction - INFO - Epoch [32][3700/3757] lr: 1.000e-03, eta: 11:38:31, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9078, loss_cls: 1.0647, loss: 1.0647, grad_norm: 6.1597 2020-07-26 00:02:55,902 - mmaction - INFO - Epoch [32][3720/3757] lr: 1.000e-03, eta: 11:38:19, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9078, loss_cls: 1.0143, loss: 1.0143, grad_norm: 5.6833 2020-07-26 00:03:08,080 - mmaction - INFO - Epoch [32][3740/3757] lr: 1.000e-03, eta: 11:38:06, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8984, loss_cls: 1.1610, loss: 1.1610, grad_norm: 6.1644 2020-07-26 00:03:18,452 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-07-26 00:03:43,822 - mmaction - INFO - Epoch [33][20/3757] lr: 1.000e-03, eta: 11:37:44, time: 1.240, data_time: 0.606, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9086, loss_cls: 1.0618, loss: 1.0618, grad_norm: 6.0286 2020-07-26 00:03:55,978 - mmaction - INFO - Epoch [33][40/3757] lr: 1.000e-03, eta: 11:37:32, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9078, loss_cls: 1.0373, loss: 1.0373, grad_norm: 5.9549 2020-07-26 00:04:08,140 - mmaction - INFO - Epoch [33][60/3757] lr: 1.000e-03, eta: 11:37:19, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9047, loss_cls: 1.1143, loss: 1.1143, grad_norm: 6.2957 2020-07-26 00:04:20,132 - mmaction - INFO - Epoch [33][80/3757] lr: 1.000e-03, eta: 11:37:07, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.0896, loss: 1.0896, grad_norm: 5.8644 2020-07-26 00:04:32,415 - mmaction - INFO - Epoch [33][100/3757] lr: 1.000e-03, eta: 11:36:54, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0703, loss: 1.0703, grad_norm: 6.0148 2020-07-26 00:04:44,741 - mmaction - INFO - Epoch [33][120/3757] lr: 1.000e-03, eta: 11:36:42, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1176, loss: 1.1176, grad_norm: 5.8990 2020-07-26 00:04:56,895 - mmaction - INFO - Epoch [33][140/3757] lr: 1.000e-03, eta: 11:36:29, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9055, loss_cls: 1.0650, loss: 1.0650, grad_norm: 6.0282 2020-07-26 00:05:08,971 - mmaction - INFO - Epoch [33][160/3757] lr: 1.000e-03, eta: 11:36:17, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9219, loss_cls: 1.0027, loss: 1.0027, grad_norm: 5.8670 2020-07-26 00:05:21,107 - mmaction - INFO - Epoch [33][180/3757] lr: 1.000e-03, eta: 11:36:04, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 0.9936, loss: 0.9936, grad_norm: 5.7842 2020-07-26 00:05:33,296 - mmaction - INFO - Epoch [33][200/3757] lr: 1.000e-03, eta: 11:35:52, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 0.9908, loss: 0.9908, grad_norm: 6.0691 2020-07-26 00:05:45,435 - mmaction - INFO - Epoch [33][220/3757] lr: 1.000e-03, eta: 11:35:39, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8945, loss_cls: 1.0963, loss: 1.0963, grad_norm: 6.0401 2020-07-26 00:05:57,779 - mmaction - INFO - Epoch [33][240/3757] lr: 1.000e-03, eta: 11:35:27, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9016, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.1218 2020-07-26 00:06:10,077 - mmaction - INFO - Epoch [33][260/3757] lr: 1.000e-03, eta: 11:35:14, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1497, loss: 1.1497, grad_norm: 6.2215 2020-07-26 00:06:22,163 - mmaction - INFO - Epoch [33][280/3757] lr: 1.000e-03, eta: 11:35:02, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 1.0314, loss: 1.0314, grad_norm: 5.9036 2020-07-26 00:06:34,368 - mmaction - INFO - Epoch [33][300/3757] lr: 1.000e-03, eta: 11:34:49, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0973, loss: 1.0973, grad_norm: 6.0762 2020-07-26 00:06:46,671 - mmaction - INFO - Epoch [33][320/3757] lr: 1.000e-03, eta: 11:34:37, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1581, loss: 1.1581, grad_norm: 6.2665 2020-07-26 00:06:58,805 - mmaction - INFO - Epoch [33][340/3757] lr: 1.000e-03, eta: 11:34:25, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9094, loss_cls: 0.9993, loss: 0.9993, grad_norm: 5.9010 2020-07-26 00:07:10,908 - mmaction - INFO - Epoch [33][360/3757] lr: 1.000e-03, eta: 11:34:12, time: 0.605, data_time: 0.002, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9039, loss_cls: 1.0932, loss: 1.0932, grad_norm: 6.1133 2020-07-26 00:07:23,127 - mmaction - INFO - Epoch [33][380/3757] lr: 1.000e-03, eta: 11:33:59, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1491, loss: 1.1491, grad_norm: 6.0643 2020-07-26 00:07:35,442 - mmaction - INFO - Epoch [33][400/3757] lr: 1.000e-03, eta: 11:33:47, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0811, loss: 1.0811, grad_norm: 5.8887 2020-07-26 00:07:48,538 - mmaction - INFO - Epoch [33][420/3757] lr: 1.000e-03, eta: 11:33:35, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9094, loss_cls: 1.0558, loss: 1.0558, grad_norm: 6.0292 2020-07-26 00:08:01,304 - mmaction - INFO - Epoch [33][440/3757] lr: 1.000e-03, eta: 11:33:23, time: 0.636, data_time: 0.037, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1205, loss: 1.1205, grad_norm: 6.0108 2020-07-26 00:08:13,430 - mmaction - INFO - Epoch [33][460/3757] lr: 1.000e-03, eta: 11:33:10, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9180, loss_cls: 1.0004, loss: 1.0004, grad_norm: 5.8997 2020-07-26 00:08:25,688 - mmaction - INFO - Epoch [33][480/3757] lr: 1.000e-03, eta: 11:32:58, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9156, loss_cls: 1.0374, loss: 1.0374, grad_norm: 5.9685 2020-07-26 00:08:37,744 - mmaction - INFO - Epoch [33][500/3757] lr: 1.000e-03, eta: 11:32:45, time: 0.609, data_time: 0.009, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9031, loss_cls: 1.0969, loss: 1.0969, grad_norm: 5.9866 2020-07-26 00:08:50,106 - mmaction - INFO - Epoch [33][520/3757] lr: 1.000e-03, eta: 11:32:33, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.0796, loss: 1.0796, grad_norm: 6.0849 2020-07-26 00:09:02,228 - mmaction - INFO - Epoch [33][540/3757] lr: 1.000e-03, eta: 11:32:20, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8953, loss_cls: 1.1075, loss: 1.1075, grad_norm: 6.0624 2020-07-26 00:09:14,578 - mmaction - INFO - Epoch [33][560/3757] lr: 1.000e-03, eta: 11:32:08, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8938, loss_cls: 1.1458, loss: 1.1458, grad_norm: 6.2810 2020-07-26 00:09:26,756 - mmaction - INFO - Epoch [33][580/3757] lr: 1.000e-03, eta: 11:31:56, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8742, loss_cls: 1.1763, loss: 1.1763, grad_norm: 6.1388 2020-07-26 00:09:39,159 - mmaction - INFO - Epoch [33][600/3757] lr: 1.000e-03, eta: 11:31:43, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0924, loss: 1.0924, grad_norm: 6.0723 2020-07-26 00:09:51,194 - mmaction - INFO - Epoch [33][620/3757] lr: 1.000e-03, eta: 11:31:31, time: 0.607, data_time: 0.009, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.0973, loss: 1.0973, grad_norm: 6.0768 2020-07-26 00:10:03,532 - mmaction - INFO - Epoch [33][640/3757] lr: 1.000e-03, eta: 11:31:18, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9016, loss_cls: 1.1118, loss: 1.1118, grad_norm: 6.2876 2020-07-26 00:10:15,608 - mmaction - INFO - Epoch [33][660/3757] lr: 1.000e-03, eta: 11:31:06, time: 0.603, data_time: 0.002, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9016, loss_cls: 1.0934, loss: 1.0934, grad_norm: 5.9138 2020-07-26 00:10:27,845 - mmaction - INFO - Epoch [33][680/3757] lr: 1.000e-03, eta: 11:30:53, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1633, loss: 1.1633, grad_norm: 6.2221 2020-07-26 00:10:40,089 - mmaction - INFO - Epoch [33][700/3757] lr: 1.000e-03, eta: 11:30:41, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8984, loss_cls: 1.0991, loss: 1.0991, grad_norm: 6.1504 2020-07-26 00:10:52,263 - mmaction - INFO - Epoch [33][720/3757] lr: 1.000e-03, eta: 11:30:28, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9000, loss_cls: 1.1172, loss: 1.1172, grad_norm: 6.0585 2020-07-26 00:11:04,444 - mmaction - INFO - Epoch [33][740/3757] lr: 1.000e-03, eta: 11:30:16, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0775, loss: 1.0775, grad_norm: 6.0190 2020-07-26 00:11:16,731 - mmaction - INFO - Epoch [33][760/3757] lr: 1.000e-03, eta: 11:30:03, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0614, loss: 1.0614, grad_norm: 6.0301 2020-07-26 00:11:28,923 - mmaction - INFO - Epoch [33][780/3757] lr: 1.000e-03, eta: 11:29:51, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.1747, loss: 1.1747, grad_norm: 6.2262 2020-07-26 00:11:41,288 - mmaction - INFO - Epoch [33][800/3757] lr: 1.000e-03, eta: 11:29:38, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1135, loss: 1.1135, grad_norm: 6.0971 2020-07-26 00:11:53,383 - mmaction - INFO - Epoch [33][820/3757] lr: 1.000e-03, eta: 11:29:26, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.0780, loss: 1.0780, grad_norm: 6.0659 2020-07-26 00:12:05,632 - mmaction - INFO - Epoch [33][840/3757] lr: 1.000e-03, eta: 11:29:13, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1206, loss: 1.1206, grad_norm: 6.0760 2020-07-26 00:12:17,763 - mmaction - INFO - Epoch [33][860/3757] lr: 1.000e-03, eta: 11:29:01, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8914, loss_cls: 1.0957, loss: 1.0957, grad_norm: 5.9328 2020-07-26 00:12:29,947 - mmaction - INFO - Epoch [33][880/3757] lr: 1.000e-03, eta: 11:28:48, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.0680, loss: 1.0680, grad_norm: 5.9401 2020-07-26 00:12:42,183 - mmaction - INFO - Epoch [33][900/3757] lr: 1.000e-03, eta: 11:28:36, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.1038 2020-07-26 00:12:54,343 - mmaction - INFO - Epoch [33][920/3757] lr: 1.000e-03, eta: 11:28:23, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.1505, loss: 1.1505, grad_norm: 6.0357 2020-07-26 00:13:06,585 - mmaction - INFO - Epoch [33][940/3757] lr: 1.000e-03, eta: 11:28:11, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1133, loss: 1.1133, grad_norm: 5.9229 2020-07-26 00:13:18,939 - mmaction - INFO - Epoch [33][960/3757] lr: 1.000e-03, eta: 11:27:59, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0577, loss: 1.0577, grad_norm: 6.0195 2020-07-26 00:13:31,020 - mmaction - INFO - Epoch [33][980/3757] lr: 1.000e-03, eta: 11:27:46, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0483, loss: 1.0483, grad_norm: 5.8076 2020-07-26 00:13:43,179 - mmaction - INFO - Epoch [33][1000/3757] lr: 1.000e-03, eta: 11:27:33, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1149, loss: 1.1149, grad_norm: 6.1034 2020-07-26 00:13:55,382 - mmaction - INFO - Epoch [33][1020/3757] lr: 1.000e-03, eta: 11:27:21, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0683, loss: 1.0683, grad_norm: 6.0391 2020-07-26 00:14:07,728 - mmaction - INFO - Epoch [33][1040/3757] lr: 1.000e-03, eta: 11:27:09, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9109, loss_cls: 1.0653, loss: 1.0653, grad_norm: 5.8022 2020-07-26 00:14:19,989 - mmaction - INFO - Epoch [33][1060/3757] lr: 1.000e-03, eta: 11:26:56, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8992, loss_cls: 1.0974, loss: 1.0974, grad_norm: 5.9954 2020-07-26 00:14:32,355 - mmaction - INFO - Epoch [33][1080/3757] lr: 1.000e-03, eta: 11:26:44, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9047, loss_cls: 1.1024, loss: 1.1024, grad_norm: 6.1146 2020-07-26 00:14:44,662 - mmaction - INFO - Epoch [33][1100/3757] lr: 1.000e-03, eta: 11:26:31, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.0871, loss: 1.0871, grad_norm: 6.0328 2020-07-26 00:14:56,859 - mmaction - INFO - Epoch [33][1120/3757] lr: 1.000e-03, eta: 11:26:19, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1027, loss: 1.1027, grad_norm: 6.1449 2020-07-26 00:15:09,031 - mmaction - INFO - Epoch [33][1140/3757] lr: 1.000e-03, eta: 11:26:06, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1311, loss: 1.1311, grad_norm: 6.0189 2020-07-26 00:15:21,307 - mmaction - INFO - Epoch [33][1160/3757] lr: 1.000e-03, eta: 11:25:54, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8812, loss_cls: 1.1266, loss: 1.1266, grad_norm: 6.0775 2020-07-26 00:15:33,495 - mmaction - INFO - Epoch [33][1180/3757] lr: 1.000e-03, eta: 11:25:41, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9055, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.1476 2020-07-26 00:15:45,794 - mmaction - INFO - Epoch [33][1200/3757] lr: 1.000e-03, eta: 11:25:29, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8883, loss_cls: 1.1889, loss: 1.1889, grad_norm: 6.4241 2020-07-26 00:15:57,962 - mmaction - INFO - Epoch [33][1220/3757] lr: 1.000e-03, eta: 11:25:16, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.9078, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.3099 2020-07-26 00:16:10,385 - mmaction - INFO - Epoch [33][1240/3757] lr: 1.000e-03, eta: 11:25:04, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8992, loss_cls: 1.0897, loss: 1.0897, grad_norm: 6.0755 2020-07-26 00:16:22,495 - mmaction - INFO - Epoch [33][1260/3757] lr: 1.000e-03, eta: 11:24:52, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8852, loss_cls: 1.1981, loss: 1.1981, grad_norm: 6.2441 2020-07-26 00:16:34,840 - mmaction - INFO - Epoch [33][1280/3757] lr: 1.000e-03, eta: 11:24:39, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.1097, loss: 1.1097, grad_norm: 6.1797 2020-07-26 00:16:46,955 - mmaction - INFO - Epoch [33][1300/3757] lr: 1.000e-03, eta: 11:24:27, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8969, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.3371 2020-07-26 00:16:59,212 - mmaction - INFO - Epoch [33][1320/3757] lr: 1.000e-03, eta: 11:24:14, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.9008, loss_cls: 1.1165, loss: 1.1165, grad_norm: 6.1816 2020-07-26 00:17:11,253 - mmaction - INFO - Epoch [33][1340/3757] lr: 1.000e-03, eta: 11:24:02, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0863, loss: 1.0863, grad_norm: 6.2345 2020-07-26 00:17:23,479 - mmaction - INFO - Epoch [33][1360/3757] lr: 1.000e-03, eta: 11:23:49, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1538, loss: 1.1538, grad_norm: 6.3080 2020-07-26 00:17:35,779 - mmaction - INFO - Epoch [33][1380/3757] lr: 1.000e-03, eta: 11:23:37, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.9016, loss_cls: 1.0787, loss: 1.0787, grad_norm: 6.1525 2020-07-26 00:17:48,092 - mmaction - INFO - Epoch [33][1400/3757] lr: 1.000e-03, eta: 11:23:24, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.2320 2020-07-26 00:18:00,244 - mmaction - INFO - Epoch [33][1420/3757] lr: 1.000e-03, eta: 11:23:12, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.0832, loss: 1.0832, grad_norm: 6.1150 2020-07-26 00:18:12,497 - mmaction - INFO - Epoch [33][1440/3757] lr: 1.000e-03, eta: 11:22:59, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9070, loss_cls: 1.0707, loss: 1.0707, grad_norm: 6.0594 2020-07-26 00:18:24,730 - mmaction - INFO - Epoch [33][1460/3757] lr: 1.000e-03, eta: 11:22:47, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0719, loss: 1.0719, grad_norm: 6.0584 2020-07-26 00:18:37,123 - mmaction - INFO - Epoch [33][1480/3757] lr: 1.000e-03, eta: 11:22:34, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.1119, loss: 1.1119, grad_norm: 6.2271 2020-07-26 00:18:49,384 - mmaction - INFO - Epoch [33][1500/3757] lr: 1.000e-03, eta: 11:22:22, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9008, loss_cls: 1.0886, loss: 1.0886, grad_norm: 5.9913 2020-07-26 00:19:01,540 - mmaction - INFO - Epoch [33][1520/3757] lr: 1.000e-03, eta: 11:22:10, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9008, loss_cls: 1.0726, loss: 1.0726, grad_norm: 6.0446 2020-07-26 00:19:13,819 - mmaction - INFO - Epoch [33][1540/3757] lr: 1.000e-03, eta: 11:21:57, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9943, loss: 0.9943, grad_norm: 5.7779 2020-07-26 00:19:25,958 - mmaction - INFO - Epoch [33][1560/3757] lr: 1.000e-03, eta: 11:21:45, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7148, top5_acc: 0.9008, loss_cls: 1.1223, loss: 1.1223, grad_norm: 6.2312 2020-07-26 00:19:38,229 - mmaction - INFO - Epoch [33][1580/3757] lr: 1.000e-03, eta: 11:21:32, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.1770, loss: 1.1770, grad_norm: 6.2715 2020-07-26 00:19:50,299 - mmaction - INFO - Epoch [33][1600/3757] lr: 1.000e-03, eta: 11:21:20, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.0523, loss: 1.0523, grad_norm: 5.9555 2020-07-26 00:20:03,230 - mmaction - INFO - Epoch [33][1620/3757] lr: 1.000e-03, eta: 11:21:07, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1327, loss: 1.1327, grad_norm: 6.0767 2020-07-26 00:20:15,370 - mmaction - INFO - Epoch [33][1640/3757] lr: 1.000e-03, eta: 11:20:55, time: 0.607, data_time: 0.002, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8961, loss_cls: 1.1049, loss: 1.1049, grad_norm: 6.1593 2020-07-26 00:20:27,568 - mmaction - INFO - Epoch [33][1660/3757] lr: 1.000e-03, eta: 11:20:42, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8984, loss_cls: 1.1498, loss: 1.1498, grad_norm: 6.1180 2020-07-26 00:20:39,769 - mmaction - INFO - Epoch [33][1680/3757] lr: 1.000e-03, eta: 11:20:30, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1330, loss: 1.1330, grad_norm: 6.2561 2020-07-26 00:20:52,132 - mmaction - INFO - Epoch [33][1700/3757] lr: 1.000e-03, eta: 11:20:18, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.1549, loss: 1.1549, grad_norm: 6.1941 2020-07-26 00:21:04,188 - mmaction - INFO - Epoch [33][1720/3757] lr: 1.000e-03, eta: 11:20:05, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1232, loss: 1.1232, grad_norm: 6.1563 2020-07-26 00:21:16,455 - mmaction - INFO - Epoch [33][1740/3757] lr: 1.000e-03, eta: 11:19:53, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8984, loss_cls: 1.0806, loss: 1.0806, grad_norm: 5.9828 2020-07-26 00:21:28,669 - mmaction - INFO - Epoch [33][1760/3757] lr: 1.000e-03, eta: 11:19:40, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1165, loss: 1.1165, grad_norm: 6.2542 2020-07-26 00:21:40,997 - mmaction - INFO - Epoch [33][1780/3757] lr: 1.000e-03, eta: 11:19:28, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9180, loss_cls: 0.9722, loss: 0.9722, grad_norm: 5.7430 2020-07-26 00:21:52,971 - mmaction - INFO - Epoch [33][1800/3757] lr: 1.000e-03, eta: 11:19:15, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8992, loss_cls: 1.1023, loss: 1.1023, grad_norm: 5.9886 2020-07-26 00:22:05,333 - mmaction - INFO - Epoch [33][1820/3757] lr: 1.000e-03, eta: 11:19:03, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.1428, loss: 1.1428, grad_norm: 6.1823 2020-07-26 00:22:17,466 - mmaction - INFO - Epoch [33][1840/3757] lr: 1.000e-03, eta: 11:18:50, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9148, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.0242 2020-07-26 00:22:29,824 - mmaction - INFO - Epoch [33][1860/3757] lr: 1.000e-03, eta: 11:18:38, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1386, loss: 1.1386, grad_norm: 6.2088 2020-07-26 00:22:42,120 - mmaction - INFO - Epoch [33][1880/3757] lr: 1.000e-03, eta: 11:18:25, time: 0.615, data_time: 0.004, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0618, loss: 1.0618, grad_norm: 6.1243 2020-07-26 00:22:54,339 - mmaction - INFO - Epoch [33][1900/3757] lr: 1.000e-03, eta: 11:18:13, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 1.0104, loss: 1.0104, grad_norm: 5.8002 2020-07-26 00:23:06,507 - mmaction - INFO - Epoch [33][1920/3757] lr: 1.000e-03, eta: 11:18:00, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8992, loss_cls: 1.0515, loss: 1.0515, grad_norm: 6.0042 2020-07-26 00:23:18,853 - mmaction - INFO - Epoch [33][1940/3757] lr: 1.000e-03, eta: 11:17:48, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.1003, loss: 1.1003, grad_norm: 5.9419 2020-07-26 00:23:31,049 - mmaction - INFO - Epoch [33][1960/3757] lr: 1.000e-03, eta: 11:17:35, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8992, loss_cls: 1.1215, loss: 1.1215, grad_norm: 6.2328 2020-07-26 00:23:43,265 - mmaction - INFO - Epoch [33][1980/3757] lr: 1.000e-03, eta: 11:17:23, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0068, loss: 1.0068, grad_norm: 5.7599 2020-07-26 00:23:55,467 - mmaction - INFO - Epoch [33][2000/3757] lr: 1.000e-03, eta: 11:17:11, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1476, loss: 1.1476, grad_norm: 6.3281 2020-07-26 00:24:07,665 - mmaction - INFO - Epoch [33][2020/3757] lr: 1.000e-03, eta: 11:16:58, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9062, loss_cls: 1.0198, loss: 1.0198, grad_norm: 5.8242 2020-07-26 00:24:19,901 - mmaction - INFO - Epoch [33][2040/3757] lr: 1.000e-03, eta: 11:16:46, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0416, loss: 1.0416, grad_norm: 6.0439 2020-07-26 00:24:31,961 - mmaction - INFO - Epoch [33][2060/3757] lr: 1.000e-03, eta: 11:16:33, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0453, loss: 1.0453, grad_norm: 6.0140 2020-07-26 00:24:44,179 - mmaction - INFO - Epoch [33][2080/3757] lr: 1.000e-03, eta: 11:16:21, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8992, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.3342 2020-07-26 00:24:56,446 - mmaction - INFO - Epoch [33][2100/3757] lr: 1.000e-03, eta: 11:16:08, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.1274, loss: 1.1274, grad_norm: 6.1924 2020-07-26 00:25:08,612 - mmaction - INFO - Epoch [33][2120/3757] lr: 1.000e-03, eta: 11:15:56, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8906, loss_cls: 1.1576, loss: 1.1576, grad_norm: 6.3003 2020-07-26 00:25:20,928 - mmaction - INFO - Epoch [33][2140/3757] lr: 1.000e-03, eta: 11:15:43, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9062, loss_cls: 1.1106, loss: 1.1106, grad_norm: 6.1205 2020-07-26 00:25:33,011 - mmaction - INFO - Epoch [33][2160/3757] lr: 1.000e-03, eta: 11:15:31, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.7414, top5_acc: 0.8961, loss_cls: 1.0909, loss: 1.0909, grad_norm: 6.0466 2020-07-26 00:25:45,238 - mmaction - INFO - Epoch [33][2180/3757] lr: 1.000e-03, eta: 11:15:18, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9023, loss_cls: 1.0941, loss: 1.0941, grad_norm: 6.2408 2020-07-26 00:25:57,371 - mmaction - INFO - Epoch [33][2200/3757] lr: 1.000e-03, eta: 11:15:06, time: 0.609, data_time: 0.009, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1387, loss: 1.1387, grad_norm: 6.2335 2020-07-26 00:26:09,654 - mmaction - INFO - Epoch [33][2220/3757] lr: 1.000e-03, eta: 11:14:53, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9016, loss_cls: 1.0939, loss: 1.0939, grad_norm: 6.1714 2020-07-26 00:26:21,658 - mmaction - INFO - Epoch [33][2240/3757] lr: 1.000e-03, eta: 11:14:41, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9047, loss_cls: 1.0527, loss: 1.0527, grad_norm: 6.0020 2020-07-26 00:26:33,857 - mmaction - INFO - Epoch [33][2260/3757] lr: 1.000e-03, eta: 11:14:28, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0865, loss: 1.0865, grad_norm: 6.1015 2020-07-26 00:26:46,004 - mmaction - INFO - Epoch [33][2280/3757] lr: 1.000e-03, eta: 11:14:16, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1142, loss: 1.1142, grad_norm: 6.1733 2020-07-26 00:26:58,144 - mmaction - INFO - Epoch [33][2300/3757] lr: 1.000e-03, eta: 11:14:03, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9062, loss_cls: 1.0722, loss: 1.0722, grad_norm: 6.0295 2020-07-26 00:27:10,385 - mmaction - INFO - Epoch [33][2320/3757] lr: 1.000e-03, eta: 11:13:51, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.0583, loss: 1.0583, grad_norm: 6.0044 2020-07-26 00:27:22,463 - mmaction - INFO - Epoch [33][2340/3757] lr: 1.000e-03, eta: 11:13:38, time: 0.600, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8922, loss_cls: 1.1585, loss: 1.1585, grad_norm: 6.3273 2020-07-26 00:27:34,679 - mmaction - INFO - Epoch [33][2360/3757] lr: 1.000e-03, eta: 11:13:26, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.0766, loss: 1.0766, grad_norm: 6.0924 2020-07-26 00:27:46,990 - mmaction - INFO - Epoch [33][2380/3757] lr: 1.000e-03, eta: 11:13:13, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.0916, loss: 1.0916, grad_norm: 6.0587 2020-07-26 00:27:59,116 - mmaction - INFO - Epoch [33][2400/3757] lr: 1.000e-03, eta: 11:13:01, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8992, loss_cls: 1.1225, loss: 1.1225, grad_norm: 6.0939 2020-07-26 00:28:11,339 - mmaction - INFO - Epoch [33][2420/3757] lr: 1.000e-03, eta: 11:12:48, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.8953, loss_cls: 1.0176, loss: 1.0176, grad_norm: 5.8753 2020-07-26 00:28:23,479 - mmaction - INFO - Epoch [33][2440/3757] lr: 1.000e-03, eta: 11:12:36, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9000, loss_cls: 1.0606, loss: 1.0606, grad_norm: 6.1640 2020-07-26 00:28:35,591 - mmaction - INFO - Epoch [33][2460/3757] lr: 1.000e-03, eta: 11:12:23, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.9031, loss_cls: 1.1109, loss: 1.1109, grad_norm: 6.3011 2020-07-26 00:28:47,821 - mmaction - INFO - Epoch [33][2480/3757] lr: 1.000e-03, eta: 11:12:11, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0906, loss: 1.0906, grad_norm: 6.1412 2020-07-26 00:29:00,152 - mmaction - INFO - Epoch [33][2500/3757] lr: 1.000e-03, eta: 11:11:58, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.1244, loss: 1.1244, grad_norm: 6.0497 2020-07-26 00:29:12,327 - mmaction - INFO - Epoch [33][2520/3757] lr: 1.000e-03, eta: 11:11:46, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8828, loss_cls: 1.1790, loss: 1.1790, grad_norm: 6.1979 2020-07-26 00:29:24,609 - mmaction - INFO - Epoch [33][2540/3757] lr: 1.000e-03, eta: 11:11:33, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1163, loss: 1.1163, grad_norm: 6.1321 2020-07-26 00:29:36,804 - mmaction - INFO - Epoch [33][2560/3757] lr: 1.000e-03, eta: 11:11:21, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0172, loss: 1.0172, grad_norm: 5.8231 2020-07-26 00:29:49,063 - mmaction - INFO - Epoch [33][2580/3757] lr: 1.000e-03, eta: 11:11:09, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.9070, loss_cls: 1.0835, loss: 1.0835, grad_norm: 6.0619 2020-07-26 00:30:01,095 - mmaction - INFO - Epoch [33][2600/3757] lr: 1.000e-03, eta: 11:10:56, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8930, loss_cls: 1.1651, loss: 1.1651, grad_norm: 6.1785 2020-07-26 00:30:13,462 - mmaction - INFO - Epoch [33][2620/3757] lr: 1.000e-03, eta: 11:10:44, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1983, loss: 1.1983, grad_norm: 6.4505 2020-07-26 00:30:25,703 - mmaction - INFO - Epoch [33][2640/3757] lr: 1.000e-03, eta: 11:10:31, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.0980, loss: 1.0980, grad_norm: 6.0033 2020-07-26 00:30:37,883 - mmaction - INFO - Epoch [33][2660/3757] lr: 1.000e-03, eta: 11:10:19, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8992, loss_cls: 1.1103, loss: 1.1103, grad_norm: 6.0822 2020-07-26 00:30:50,089 - mmaction - INFO - Epoch [33][2680/3757] lr: 1.000e-03, eta: 11:10:06, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0753, loss: 1.0753, grad_norm: 6.1233 2020-07-26 00:31:02,381 - mmaction - INFO - Epoch [33][2700/3757] lr: 1.000e-03, eta: 11:09:54, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.0970, loss: 1.0970, grad_norm: 6.0671 2020-07-26 00:31:14,712 - mmaction - INFO - Epoch [33][2720/3757] lr: 1.000e-03, eta: 11:09:41, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1902, loss: 1.1902, grad_norm: 6.3441 2020-07-26 00:31:27,008 - mmaction - INFO - Epoch [33][2740/3757] lr: 1.000e-03, eta: 11:09:29, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1133, loss: 1.1133, grad_norm: 5.8531 2020-07-26 00:31:39,229 - mmaction - INFO - Epoch [33][2760/3757] lr: 1.000e-03, eta: 11:09:16, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1103, loss: 1.1103, grad_norm: 6.0650 2020-07-26 00:31:51,556 - mmaction - INFO - Epoch [33][2780/3757] lr: 1.000e-03, eta: 11:09:04, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1508, loss: 1.1508, grad_norm: 6.0096 2020-07-26 00:32:03,705 - mmaction - INFO - Epoch [33][2800/3757] lr: 1.000e-03, eta: 11:08:52, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9039, loss_cls: 1.0447, loss: 1.0447, grad_norm: 6.1012 2020-07-26 00:32:15,988 - mmaction - INFO - Epoch [33][2820/3757] lr: 1.000e-03, eta: 11:08:39, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8984, loss_cls: 1.0702, loss: 1.0702, grad_norm: 6.0266 2020-07-26 00:32:28,042 - mmaction - INFO - Epoch [33][2840/3757] lr: 1.000e-03, eta: 11:08:27, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.0602, loss: 1.0602, grad_norm: 6.2206 2020-07-26 00:32:40,260 - mmaction - INFO - Epoch [33][2860/3757] lr: 1.000e-03, eta: 11:08:14, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9062, loss_cls: 1.0400, loss: 1.0400, grad_norm: 6.0861 2020-07-26 00:32:52,327 - mmaction - INFO - Epoch [33][2880/3757] lr: 1.000e-03, eta: 11:08:02, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.0982, loss: 1.0982, grad_norm: 6.1451 2020-07-26 00:33:04,560 - mmaction - INFO - Epoch [33][2900/3757] lr: 1.000e-03, eta: 11:07:49, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8930, loss_cls: 1.1316, loss: 1.1316, grad_norm: 6.3089 2020-07-26 00:33:16,774 - mmaction - INFO - Epoch [33][2920/3757] lr: 1.000e-03, eta: 11:07:37, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1453, loss: 1.1453, grad_norm: 6.1460 2020-07-26 00:33:29,029 - mmaction - INFO - Epoch [33][2940/3757] lr: 1.000e-03, eta: 11:07:24, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.0420, loss: 1.0420, grad_norm: 5.7996 2020-07-26 00:33:41,304 - mmaction - INFO - Epoch [33][2960/3757] lr: 1.000e-03, eta: 11:07:12, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.0805, loss: 1.0805, grad_norm: 5.9646 2020-07-26 00:33:53,520 - mmaction - INFO - Epoch [33][2980/3757] lr: 1.000e-03, eta: 11:06:59, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8867, loss_cls: 1.0755, loss: 1.0755, grad_norm: 5.7890 2020-07-26 00:34:05,734 - mmaction - INFO - Epoch [33][3000/3757] lr: 1.000e-03, eta: 11:06:47, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.1840, loss: 1.1840, grad_norm: 6.3437 2020-07-26 00:34:17,882 - mmaction - INFO - Epoch [33][3020/3757] lr: 1.000e-03, eta: 11:06:34, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7492, top5_acc: 0.8969, loss_cls: 1.0732, loss: 1.0732, grad_norm: 5.8270 2020-07-26 00:34:30,149 - mmaction - INFO - Epoch [33][3040/3757] lr: 1.000e-03, eta: 11:06:22, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1345, loss: 1.1345, grad_norm: 6.4018 2020-07-26 00:34:42,332 - mmaction - INFO - Epoch [33][3060/3757] lr: 1.000e-03, eta: 11:06:09, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1440, loss: 1.1440, grad_norm: 6.3149 2020-07-26 00:34:54,515 - mmaction - INFO - Epoch [33][3080/3757] lr: 1.000e-03, eta: 11:05:57, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9008, loss_cls: 1.0784, loss: 1.0784, grad_norm: 6.0780 2020-07-26 00:35:06,805 - mmaction - INFO - Epoch [33][3100/3757] lr: 1.000e-03, eta: 11:05:44, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8641, loss_cls: 1.2167, loss: 1.2167, grad_norm: 6.2617 2020-07-26 00:35:18,972 - mmaction - INFO - Epoch [33][3120/3757] lr: 1.000e-03, eta: 11:05:32, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1345, loss: 1.1345, grad_norm: 6.1575 2020-07-26 00:35:31,189 - mmaction - INFO - Epoch [33][3140/3757] lr: 1.000e-03, eta: 11:05:19, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8992, loss_cls: 1.0642, loss: 1.0642, grad_norm: 5.9157 2020-07-26 00:35:43,366 - mmaction - INFO - Epoch [33][3160/3757] lr: 1.000e-03, eta: 11:05:07, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8984, loss_cls: 1.0945, loss: 1.0945, grad_norm: 6.1817 2020-07-26 00:35:55,589 - mmaction - INFO - Epoch [33][3180/3757] lr: 1.000e-03, eta: 11:04:54, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.1701, loss: 1.1701, grad_norm: 6.0825 2020-07-26 00:36:07,760 - mmaction - INFO - Epoch [33][3200/3757] lr: 1.000e-03, eta: 11:04:42, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9055, loss_cls: 1.0857, loss: 1.0857, grad_norm: 6.1623 2020-07-26 00:36:19,985 - mmaction - INFO - Epoch [33][3220/3757] lr: 1.000e-03, eta: 11:04:30, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8969, loss_cls: 1.1476, loss: 1.1476, grad_norm: 6.2734 2020-07-26 00:36:32,125 - mmaction - INFO - Epoch [33][3240/3757] lr: 1.000e-03, eta: 11:04:17, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9008, loss_cls: 1.0581, loss: 1.0581, grad_norm: 5.9219 2020-07-26 00:36:44,483 - mmaction - INFO - Epoch [33][3260/3757] lr: 1.000e-03, eta: 11:04:05, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8977, loss_cls: 1.1298, loss: 1.1298, grad_norm: 6.0406 2020-07-26 00:36:56,623 - mmaction - INFO - Epoch [33][3280/3757] lr: 1.000e-03, eta: 11:03:52, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 1.0303, loss: 1.0303, grad_norm: 5.9362 2020-07-26 00:37:08,792 - mmaction - INFO - Epoch [33][3300/3757] lr: 1.000e-03, eta: 11:03:40, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9023, loss_cls: 1.1081, loss: 1.1081, grad_norm: 6.2205 2020-07-26 00:37:20,876 - mmaction - INFO - Epoch [33][3320/3757] lr: 1.000e-03, eta: 11:03:27, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.1159, loss: 1.1159, grad_norm: 6.0957 2020-07-26 00:37:33,231 - mmaction - INFO - Epoch [33][3340/3757] lr: 1.000e-03, eta: 11:03:15, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1963, loss: 1.1963, grad_norm: 6.4145 2020-07-26 00:37:45,376 - mmaction - INFO - Epoch [33][3360/3757] lr: 1.000e-03, eta: 11:03:02, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1807, loss: 1.1807, grad_norm: 6.2951 2020-07-26 00:37:57,577 - mmaction - INFO - Epoch [33][3380/3757] lr: 1.000e-03, eta: 11:02:50, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.1769, loss: 1.1769, grad_norm: 6.3990 2020-07-26 00:38:09,875 - mmaction - INFO - Epoch [33][3400/3757] lr: 1.000e-03, eta: 11:02:37, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.0906, loss: 1.0906, grad_norm: 6.1476 2020-07-26 00:38:22,020 - mmaction - INFO - Epoch [33][3420/3757] lr: 1.000e-03, eta: 11:02:25, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.1095 2020-07-26 00:38:34,216 - mmaction - INFO - Epoch [33][3440/3757] lr: 1.000e-03, eta: 11:02:12, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 1.0148, loss: 1.0148, grad_norm: 5.7265 2020-07-26 00:38:46,522 - mmaction - INFO - Epoch [33][3460/3757] lr: 1.000e-03, eta: 11:02:00, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0661, loss: 1.0661, grad_norm: 5.9718 2020-07-26 00:38:58,727 - mmaction - INFO - Epoch [33][3480/3757] lr: 1.000e-03, eta: 11:01:47, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 1.0019, loss: 1.0019, grad_norm: 5.8877 2020-07-26 00:39:10,946 - mmaction - INFO - Epoch [33][3500/3757] lr: 1.000e-03, eta: 11:01:35, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8922, loss_cls: 1.1160, loss: 1.1160, grad_norm: 6.0373 2020-07-26 00:39:23,115 - mmaction - INFO - Epoch [33][3520/3757] lr: 1.000e-03, eta: 11:01:23, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1302, loss: 1.1302, grad_norm: 6.1103 2020-07-26 00:39:35,575 - mmaction - INFO - Epoch [33][3540/3757] lr: 1.000e-03, eta: 11:01:10, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8961, loss_cls: 1.1267, loss: 1.1267, grad_norm: 6.2100 2020-07-26 00:39:47,652 - mmaction - INFO - Epoch [33][3560/3757] lr: 1.000e-03, eta: 11:00:58, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9164, loss_cls: 0.9866, loss: 0.9866, grad_norm: 5.6943 2020-07-26 00:39:59,902 - mmaction - INFO - Epoch [33][3580/3757] lr: 1.000e-03, eta: 11:00:45, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1531, loss: 1.1531, grad_norm: 6.0564 2020-07-26 00:40:12,159 - mmaction - INFO - Epoch [33][3600/3757] lr: 1.000e-03, eta: 11:00:33, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.1091, loss: 1.1091, grad_norm: 6.2155 2020-07-26 00:40:24,422 - mmaction - INFO - Epoch [33][3620/3757] lr: 1.000e-03, eta: 11:00:20, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.9031, loss_cls: 1.1396, loss: 1.1396, grad_norm: 6.4285 2020-07-26 00:40:36,630 - mmaction - INFO - Epoch [33][3640/3757] lr: 1.000e-03, eta: 11:00:08, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.9102, loss_cls: 1.0781, loss: 1.0781, grad_norm: 6.1661 2020-07-26 00:40:49,019 - mmaction - INFO - Epoch [33][3660/3757] lr: 1.000e-03, eta: 10:59:55, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9008, loss_cls: 1.0624, loss: 1.0624, grad_norm: 5.9513 2020-07-26 00:41:01,124 - mmaction - INFO - Epoch [33][3680/3757] lr: 1.000e-03, eta: 10:59:43, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8859, loss_cls: 1.2467, loss: 1.2467, grad_norm: 6.5215 2020-07-26 00:41:13,342 - mmaction - INFO - Epoch [33][3700/3757] lr: 1.000e-03, eta: 10:59:30, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8992, loss_cls: 1.1128, loss: 1.1128, grad_norm: 6.1373 2020-07-26 00:41:25,645 - mmaction - INFO - Epoch [33][3720/3757] lr: 1.000e-03, eta: 10:59:18, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.9016, loss_cls: 1.1287, loss: 1.1287, grad_norm: 6.2147 2020-07-26 00:41:37,908 - mmaction - INFO - Epoch [33][3740/3757] lr: 1.000e-03, eta: 10:59:06, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0463, loss: 1.0463, grad_norm: 5.9522 2020-07-26 00:41:48,244 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-07-26 00:42:10,373 - mmaction - INFO - Epoch [34][20/3757] lr: 1.000e-03, eta: 10:58:42, time: 1.087, data_time: 0.475, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1182, loss: 1.1182, grad_norm: 6.1082 2020-07-26 00:42:22,489 - mmaction - INFO - Epoch [34][40/3757] lr: 1.000e-03, eta: 10:58:30, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8812, loss_cls: 1.1752, loss: 1.1752, grad_norm: 6.2811 2020-07-26 00:42:34,530 - mmaction - INFO - Epoch [34][60/3757] lr: 1.000e-03, eta: 10:58:17, time: 0.601, data_time: 0.003, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0791, loss: 1.0791, grad_norm: 6.1775 2020-07-26 00:42:46,783 - mmaction - INFO - Epoch [34][80/3757] lr: 1.000e-03, eta: 10:58:04, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.1172, loss: 1.1172, grad_norm: 6.0406 2020-07-26 00:42:58,834 - mmaction - INFO - Epoch [34][100/3757] lr: 1.000e-03, eta: 10:57:52, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0601, loss: 1.0601, grad_norm: 6.0158 2020-07-26 00:43:11,095 - mmaction - INFO - Epoch [34][120/3757] lr: 1.000e-03, eta: 10:57:40, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.1189, loss: 1.1189, grad_norm: 6.0552 2020-07-26 00:43:23,071 - mmaction - INFO - Epoch [34][140/3757] lr: 1.000e-03, eta: 10:57:27, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9094, loss_cls: 1.0509, loss: 1.0509, grad_norm: 6.2312 2020-07-26 00:43:35,297 - mmaction - INFO - Epoch [34][160/3757] lr: 1.000e-03, eta: 10:57:14, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9180, loss_cls: 1.0042, loss: 1.0042, grad_norm: 6.0194 2020-07-26 00:43:47,403 - mmaction - INFO - Epoch [34][180/3757] lr: 1.000e-03, eta: 10:57:02, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9016, loss_cls: 1.0299, loss: 1.0299, grad_norm: 5.8440 2020-07-26 00:43:59,753 - mmaction - INFO - Epoch [34][200/3757] lr: 1.000e-03, eta: 10:56:50, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9016, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.2238 2020-07-26 00:44:11,904 - mmaction - INFO - Epoch [34][220/3757] lr: 1.000e-03, eta: 10:56:37, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9070, loss_cls: 1.0641, loss: 1.0641, grad_norm: 6.1373 2020-07-26 00:44:24,116 - mmaction - INFO - Epoch [34][240/3757] lr: 1.000e-03, eta: 10:56:25, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.0939, loss: 1.0939, grad_norm: 6.2169 2020-07-26 00:44:36,281 - mmaction - INFO - Epoch [34][260/3757] lr: 1.000e-03, eta: 10:56:12, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0403, loss: 1.0403, grad_norm: 5.8256 2020-07-26 00:44:48,601 - mmaction - INFO - Epoch [34][280/3757] lr: 1.000e-03, eta: 10:56:00, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1704, loss: 1.1704, grad_norm: 6.1813 2020-07-26 00:45:00,850 - mmaction - INFO - Epoch [34][300/3757] lr: 1.000e-03, eta: 10:55:47, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9031, loss_cls: 1.0523, loss: 1.0523, grad_norm: 5.9925 2020-07-26 00:45:13,067 - mmaction - INFO - Epoch [34][320/3757] lr: 1.000e-03, eta: 10:55:35, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.0942, loss: 1.0942, grad_norm: 6.1615 2020-07-26 00:45:25,168 - mmaction - INFO - Epoch [34][340/3757] lr: 1.000e-03, eta: 10:55:22, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0468, loss: 1.0468, grad_norm: 5.9636 2020-07-26 00:45:37,437 - mmaction - INFO - Epoch [34][360/3757] lr: 1.000e-03, eta: 10:55:10, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9125, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.2872 2020-07-26 00:45:49,658 - mmaction - INFO - Epoch [34][380/3757] lr: 1.000e-03, eta: 10:54:57, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9086, loss_cls: 1.0393, loss: 1.0393, grad_norm: 6.1674 2020-07-26 00:46:02,007 - mmaction - INFO - Epoch [34][400/3757] lr: 1.000e-03, eta: 10:54:45, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8930, loss_cls: 1.0859, loss: 1.0859, grad_norm: 6.0952 2020-07-26 00:46:14,160 - mmaction - INFO - Epoch [34][420/3757] lr: 1.000e-03, eta: 10:54:32, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1300, loss: 1.1300, grad_norm: 6.0808 2020-07-26 00:46:26,573 - mmaction - INFO - Epoch [34][440/3757] lr: 1.000e-03, eta: 10:54:20, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0570, loss: 1.0570, grad_norm: 6.0982 2020-07-26 00:46:38,765 - mmaction - INFO - Epoch [34][460/3757] lr: 1.000e-03, eta: 10:54:08, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8953, loss_cls: 1.1183, loss: 1.1183, grad_norm: 6.3452 2020-07-26 00:46:51,167 - mmaction - INFO - Epoch [34][480/3757] lr: 1.000e-03, eta: 10:53:55, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9023, loss_cls: 1.0479, loss: 1.0479, grad_norm: 6.0496 2020-07-26 00:47:03,352 - mmaction - INFO - Epoch [34][500/3757] lr: 1.000e-03, eta: 10:53:43, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.0836, loss: 1.0836, grad_norm: 6.0568 2020-07-26 00:47:15,592 - mmaction - INFO - Epoch [34][520/3757] lr: 1.000e-03, eta: 10:53:30, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.0420 2020-07-26 00:47:27,721 - mmaction - INFO - Epoch [34][540/3757] lr: 1.000e-03, eta: 10:53:18, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.0681, loss: 1.0681, grad_norm: 6.0309 2020-07-26 00:47:40,035 - mmaction - INFO - Epoch [34][560/3757] lr: 1.000e-03, eta: 10:53:05, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8914, loss_cls: 1.1750, loss: 1.1750, grad_norm: 6.2664 2020-07-26 00:47:52,168 - mmaction - INFO - Epoch [34][580/3757] lr: 1.000e-03, eta: 10:52:53, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0501, loss: 1.0501, grad_norm: 6.0707 2020-07-26 00:48:04,303 - mmaction - INFO - Epoch [34][600/3757] lr: 1.000e-03, eta: 10:52:40, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0683, loss: 1.0683, grad_norm: 6.1017 2020-07-26 00:48:16,503 - mmaction - INFO - Epoch [34][620/3757] lr: 1.000e-03, eta: 10:52:28, time: 0.609, data_time: 0.001, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.0986, loss: 1.0986, grad_norm: 6.2285 2020-07-26 00:48:28,692 - mmaction - INFO - Epoch [34][640/3757] lr: 1.000e-03, eta: 10:52:15, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8930, loss_cls: 1.1110, loss: 1.1110, grad_norm: 6.2694 2020-07-26 00:48:40,746 - mmaction - INFO - Epoch [34][660/3757] lr: 1.000e-03, eta: 10:52:03, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8922, loss_cls: 1.0796, loss: 1.0796, grad_norm: 6.0560 2020-07-26 00:48:53,134 - mmaction - INFO - Epoch [34][680/3757] lr: 1.000e-03, eta: 10:51:51, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0636, loss: 1.0636, grad_norm: 6.0446 2020-07-26 00:49:05,295 - mmaction - INFO - Epoch [34][700/3757] lr: 1.000e-03, eta: 10:51:38, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0599, loss: 1.0599, grad_norm: 6.0397 2020-07-26 00:49:17,503 - mmaction - INFO - Epoch [34][720/3757] lr: 1.000e-03, eta: 10:51:26, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8898, loss_cls: 1.0758, loss: 1.0758, grad_norm: 5.8101 2020-07-26 00:49:29,672 - mmaction - INFO - Epoch [34][740/3757] lr: 1.000e-03, eta: 10:51:13, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9055, loss_cls: 1.0876, loss: 1.0876, grad_norm: 6.1200 2020-07-26 00:49:42,006 - mmaction - INFO - Epoch [34][760/3757] lr: 1.000e-03, eta: 10:51:01, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.1122, loss: 1.1122, grad_norm: 6.1505 2020-07-26 00:49:54,168 - mmaction - INFO - Epoch [34][780/3757] lr: 1.000e-03, eta: 10:50:48, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.9062, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.2903 2020-07-26 00:50:06,954 - mmaction - INFO - Epoch [34][800/3757] lr: 1.000e-03, eta: 10:50:36, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.7453, top5_acc: 0.8969, loss_cls: 1.0180, loss: 1.0180, grad_norm: 5.9077 2020-07-26 00:50:19,189 - mmaction - INFO - Epoch [34][820/3757] lr: 1.000e-03, eta: 10:50:24, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9031, loss_cls: 1.0617, loss: 1.0617, grad_norm: 6.1286 2020-07-26 00:50:31,449 - mmaction - INFO - Epoch [34][840/3757] lr: 1.000e-03, eta: 10:50:11, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0617, loss: 1.0617, grad_norm: 6.3063 2020-07-26 00:50:43,610 - mmaction - INFO - Epoch [34][860/3757] lr: 1.000e-03, eta: 10:49:59, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9055, loss_cls: 1.0525, loss: 1.0525, grad_norm: 5.9515 2020-07-26 00:50:55,855 - mmaction - INFO - Epoch [34][880/3757] lr: 1.000e-03, eta: 10:49:46, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9720, loss: 0.9720, grad_norm: 5.8431 2020-07-26 00:51:07,968 - mmaction - INFO - Epoch [34][900/3757] lr: 1.000e-03, eta: 10:49:34, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7500, top5_acc: 0.8984, loss_cls: 1.0303, loss: 1.0303, grad_norm: 5.8647 2020-07-26 00:51:20,192 - mmaction - INFO - Epoch [34][920/3757] lr: 1.000e-03, eta: 10:49:21, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8930, loss_cls: 1.1325, loss: 1.1325, grad_norm: 6.2983 2020-07-26 00:51:32,346 - mmaction - INFO - Epoch [34][940/3757] lr: 1.000e-03, eta: 10:49:09, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7445, top5_acc: 0.8969, loss_cls: 1.0603, loss: 1.0603, grad_norm: 6.1793 2020-07-26 00:51:45,196 - mmaction - INFO - Epoch [34][960/3757] lr: 1.000e-03, eta: 10:48:57, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9133, loss_cls: 1.0123, loss: 1.0123, grad_norm: 6.0455 2020-07-26 00:51:57,262 - mmaction - INFO - Epoch [34][980/3757] lr: 1.000e-03, eta: 10:48:44, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1244, loss: 1.1244, grad_norm: 6.1919 2020-07-26 00:52:09,656 - mmaction - INFO - Epoch [34][1000/3757] lr: 1.000e-03, eta: 10:48:32, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.1257, loss: 1.1257, grad_norm: 6.1777 2020-07-26 00:52:21,891 - mmaction - INFO - Epoch [34][1020/3757] lr: 1.000e-03, eta: 10:48:19, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8977, loss_cls: 1.0851, loss: 1.0851, grad_norm: 6.0223 2020-07-26 00:52:34,131 - mmaction - INFO - Epoch [34][1040/3757] lr: 1.000e-03, eta: 10:48:07, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9164, loss_cls: 0.9706, loss: 0.9706, grad_norm: 5.7898 2020-07-26 00:52:46,247 - mmaction - INFO - Epoch [34][1060/3757] lr: 1.000e-03, eta: 10:47:54, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.8992, loss_cls: 1.0195, loss: 1.0195, grad_norm: 6.0003 2020-07-26 00:52:58,412 - mmaction - INFO - Epoch [34][1080/3757] lr: 1.000e-03, eta: 10:47:42, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.0988, loss: 1.0988, grad_norm: 6.1012 2020-07-26 00:53:11,125 - mmaction - INFO - Epoch [34][1100/3757] lr: 1.000e-03, eta: 10:47:30, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9148, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.1042 2020-07-26 00:53:23,387 - mmaction - INFO - Epoch [34][1120/3757] lr: 1.000e-03, eta: 10:47:17, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9070, loss_cls: 1.0566, loss: 1.0566, grad_norm: 6.1399 2020-07-26 00:53:35,635 - mmaction - INFO - Epoch [34][1140/3757] lr: 1.000e-03, eta: 10:47:05, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1457, loss: 1.1457, grad_norm: 6.3816 2020-07-26 00:53:47,958 - mmaction - INFO - Epoch [34][1160/3757] lr: 1.000e-03, eta: 10:46:52, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.3640 2020-07-26 00:54:00,128 - mmaction - INFO - Epoch [34][1180/3757] lr: 1.000e-03, eta: 10:46:40, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1581, loss: 1.1581, grad_norm: 6.2021 2020-07-26 00:54:12,320 - mmaction - INFO - Epoch [34][1200/3757] lr: 1.000e-03, eta: 10:46:27, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9031, loss_cls: 1.0737, loss: 1.0737, grad_norm: 6.2586 2020-07-26 00:54:24,443 - mmaction - INFO - Epoch [34][1220/3757] lr: 1.000e-03, eta: 10:46:15, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0597, loss: 1.0597, grad_norm: 6.0398 2020-07-26 00:54:36,640 - mmaction - INFO - Epoch [34][1240/3757] lr: 1.000e-03, eta: 10:46:02, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.0949, loss: 1.0949, grad_norm: 6.1961 2020-07-26 00:54:48,840 - mmaction - INFO - Epoch [34][1260/3757] lr: 1.000e-03, eta: 10:45:50, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 1.0106, loss: 1.0106, grad_norm: 5.8168 2020-07-26 00:55:01,136 - mmaction - INFO - Epoch [34][1280/3757] lr: 1.000e-03, eta: 10:45:37, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1727, loss: 1.1727, grad_norm: 6.3281 2020-07-26 00:55:13,319 - mmaction - INFO - Epoch [34][1300/3757] lr: 1.000e-03, eta: 10:45:25, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 1.0058, loss: 1.0058, grad_norm: 5.8609 2020-07-26 00:55:25,791 - mmaction - INFO - Epoch [34][1320/3757] lr: 1.000e-03, eta: 10:45:13, time: 0.622, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8984, loss_cls: 1.1199, loss: 1.1199, grad_norm: 6.3658 2020-07-26 00:55:38,001 - mmaction - INFO - Epoch [34][1340/3757] lr: 1.000e-03, eta: 10:45:00, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8922, loss_cls: 1.1217, loss: 1.1217, grad_norm: 6.2815 2020-07-26 00:55:50,190 - mmaction - INFO - Epoch [34][1360/3757] lr: 1.000e-03, eta: 10:44:48, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1056, loss: 1.1056, grad_norm: 6.1021 2020-07-26 00:56:02,226 - mmaction - INFO - Epoch [34][1380/3757] lr: 1.000e-03, eta: 10:44:35, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8984, loss_cls: 1.1242, loss: 1.1242, grad_norm: 6.1844 2020-07-26 00:56:14,564 - mmaction - INFO - Epoch [34][1400/3757] lr: 1.000e-03, eta: 10:44:23, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9031, loss_cls: 1.0084, loss: 1.0084, grad_norm: 5.8825 2020-07-26 00:56:26,795 - mmaction - INFO - Epoch [34][1420/3757] lr: 1.000e-03, eta: 10:44:10, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8859, loss_cls: 1.1476, loss: 1.1476, grad_norm: 6.2528 2020-07-26 00:56:38,959 - mmaction - INFO - Epoch [34][1440/3757] lr: 1.000e-03, eta: 10:43:58, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.0890, loss: 1.0890, grad_norm: 6.1008 2020-07-26 00:56:51,205 - mmaction - INFO - Epoch [34][1460/3757] lr: 1.000e-03, eta: 10:43:45, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.1338, loss: 1.1338, grad_norm: 6.1685 2020-07-26 00:57:03,480 - mmaction - INFO - Epoch [34][1480/3757] lr: 1.000e-03, eta: 10:43:33, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9008, loss_cls: 1.0339, loss: 1.0339, grad_norm: 5.9287 2020-07-26 00:57:15,541 - mmaction - INFO - Epoch [34][1500/3757] lr: 1.000e-03, eta: 10:43:20, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8977, loss_cls: 1.1460, loss: 1.1460, grad_norm: 6.4658 2020-07-26 00:57:27,876 - mmaction - INFO - Epoch [34][1520/3757] lr: 1.000e-03, eta: 10:43:08, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8867, loss_cls: 1.1277, loss: 1.1277, grad_norm: 6.1434 2020-07-26 00:57:39,963 - mmaction - INFO - Epoch [34][1540/3757] lr: 1.000e-03, eta: 10:42:56, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1215, loss: 1.1215, grad_norm: 6.4640 2020-07-26 00:57:52,165 - mmaction - INFO - Epoch [34][1560/3757] lr: 1.000e-03, eta: 10:42:43, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 0.9940, loss: 0.9940, grad_norm: 6.0866 2020-07-26 00:58:04,288 - mmaction - INFO - Epoch [34][1580/3757] lr: 1.000e-03, eta: 10:42:31, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1458, loss: 1.1458, grad_norm: 6.3279 2020-07-26 00:58:16,429 - mmaction - INFO - Epoch [34][1600/3757] lr: 1.000e-03, eta: 10:42:18, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9062, loss_cls: 1.1194, loss: 1.1194, grad_norm: 6.3910 2020-07-26 00:58:28,729 - mmaction - INFO - Epoch [34][1620/3757] lr: 1.000e-03, eta: 10:42:06, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1534, loss: 1.1534, grad_norm: 6.1523 2020-07-26 00:58:40,922 - mmaction - INFO - Epoch [34][1640/3757] lr: 1.000e-03, eta: 10:41:53, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.1050, loss: 1.1050, grad_norm: 6.3450 2020-07-26 00:58:53,293 - mmaction - INFO - Epoch [34][1660/3757] lr: 1.000e-03, eta: 10:41:41, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1451, loss: 1.1451, grad_norm: 6.4134 2020-07-26 00:59:05,496 - mmaction - INFO - Epoch [34][1680/3757] lr: 1.000e-03, eta: 10:41:28, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0656, loss: 1.0656, grad_norm: 6.2325 2020-07-26 00:59:17,744 - mmaction - INFO - Epoch [34][1700/3757] lr: 1.000e-03, eta: 10:41:16, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0378, loss: 1.0378, grad_norm: 6.1916 2020-07-26 00:59:29,962 - mmaction - INFO - Epoch [34][1720/3757] lr: 1.000e-03, eta: 10:41:03, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0946, loss: 1.0946, grad_norm: 6.2417 2020-07-26 00:59:42,267 - mmaction - INFO - Epoch [34][1740/3757] lr: 1.000e-03, eta: 10:40:51, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.0936, loss: 1.0936, grad_norm: 6.2077 2020-07-26 00:59:54,471 - mmaction - INFO - Epoch [34][1760/3757] lr: 1.000e-03, eta: 10:40:39, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0983, loss: 1.0983, grad_norm: 6.2373 2020-07-26 01:00:08,732 - mmaction - INFO - Epoch [34][1780/3757] lr: 1.000e-03, eta: 10:40:27, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.1096, loss: 1.1096, grad_norm: 6.2482 2020-07-26 01:00:20,923 - mmaction - INFO - Epoch [34][1800/3757] lr: 1.000e-03, eta: 10:40:15, time: 0.613, data_time: 0.011, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8961, loss_cls: 1.0748, loss: 1.0748, grad_norm: 6.1359 2020-07-26 01:00:33,281 - mmaction - INFO - Epoch [34][1820/3757] lr: 1.000e-03, eta: 10:40:02, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 1.0280, loss: 1.0280, grad_norm: 6.0077 2020-07-26 01:00:45,438 - mmaction - INFO - Epoch [34][1840/3757] lr: 1.000e-03, eta: 10:39:50, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9000, loss_cls: 1.0685, loss: 1.0685, grad_norm: 6.0611 2020-07-26 01:00:57,673 - mmaction - INFO - Epoch [34][1860/3757] lr: 1.000e-03, eta: 10:39:37, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.0789, loss: 1.0789, grad_norm: 6.2421 2020-07-26 01:01:09,861 - mmaction - INFO - Epoch [34][1880/3757] lr: 1.000e-03, eta: 10:39:25, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8969, loss_cls: 1.1273, loss: 1.1273, grad_norm: 6.3751 2020-07-26 01:01:22,050 - mmaction - INFO - Epoch [34][1900/3757] lr: 1.000e-03, eta: 10:39:12, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.1130, loss: 1.1130, grad_norm: 6.4620 2020-07-26 01:01:34,196 - mmaction - INFO - Epoch [34][1920/3757] lr: 1.000e-03, eta: 10:39:00, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0114, loss: 1.0114, grad_norm: 5.9887 2020-07-26 01:01:46,525 - mmaction - INFO - Epoch [34][1940/3757] lr: 1.000e-03, eta: 10:38:47, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.1286, loss: 1.1286, grad_norm: 6.1868 2020-07-26 01:01:58,694 - mmaction - INFO - Epoch [34][1960/3757] lr: 1.000e-03, eta: 10:38:35, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7039, top5_acc: 0.9109, loss_cls: 1.1076, loss: 1.1076, grad_norm: 6.3238 2020-07-26 01:02:11,006 - mmaction - INFO - Epoch [34][1980/3757] lr: 1.000e-03, eta: 10:38:23, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.1852, loss: 1.1852, grad_norm: 6.5875 2020-07-26 01:02:23,138 - mmaction - INFO - Epoch [34][2000/3757] lr: 1.000e-03, eta: 10:38:10, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.0763, loss: 1.0763, grad_norm: 6.1954 2020-07-26 01:02:35,393 - mmaction - INFO - Epoch [34][2020/3757] lr: 1.000e-03, eta: 10:37:58, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0694, loss: 1.0694, grad_norm: 6.1197 2020-07-26 01:02:47,671 - mmaction - INFO - Epoch [34][2040/3757] lr: 1.000e-03, eta: 10:37:45, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9023, loss_cls: 1.1126, loss: 1.1126, grad_norm: 6.3100 2020-07-26 01:03:00,112 - mmaction - INFO - Epoch [34][2060/3757] lr: 1.000e-03, eta: 10:37:33, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1151, loss: 1.1151, grad_norm: 6.3993 2020-07-26 01:03:12,357 - mmaction - INFO - Epoch [34][2080/3757] lr: 1.000e-03, eta: 10:37:20, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8984, loss_cls: 1.0358, loss: 1.0358, grad_norm: 6.0249 2020-07-26 01:03:24,411 - mmaction - INFO - Epoch [34][2100/3757] lr: 1.000e-03, eta: 10:37:08, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0465, loss: 1.0465, grad_norm: 6.0215 2020-07-26 01:03:36,861 - mmaction - INFO - Epoch [34][2120/3757] lr: 1.000e-03, eta: 10:36:56, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.9000, loss_cls: 1.1178, loss: 1.1178, grad_norm: 6.1917 2020-07-26 01:03:49,029 - mmaction - INFO - Epoch [34][2140/3757] lr: 1.000e-03, eta: 10:36:43, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8969, loss_cls: 1.1423, loss: 1.1423, grad_norm: 6.3130 2020-07-26 01:04:01,327 - mmaction - INFO - Epoch [34][2160/3757] lr: 1.000e-03, eta: 10:36:31, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8930, loss_cls: 1.1688, loss: 1.1688, grad_norm: 6.4008 2020-07-26 01:04:13,489 - mmaction - INFO - Epoch [34][2180/3757] lr: 1.000e-03, eta: 10:36:18, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9039, loss_cls: 1.0502, loss: 1.0502, grad_norm: 6.1143 2020-07-26 01:04:25,675 - mmaction - INFO - Epoch [34][2200/3757] lr: 1.000e-03, eta: 10:36:06, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0780, loss: 1.0780, grad_norm: 6.2160 2020-07-26 01:04:37,804 - mmaction - INFO - Epoch [34][2220/3757] lr: 1.000e-03, eta: 10:35:53, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0900, loss: 1.0900, grad_norm: 6.3255 2020-07-26 01:04:50,060 - mmaction - INFO - Epoch [34][2240/3757] lr: 1.000e-03, eta: 10:35:41, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.1424, loss: 1.1424, grad_norm: 6.3305 2020-07-26 01:05:02,304 - mmaction - INFO - Epoch [34][2260/3757] lr: 1.000e-03, eta: 10:35:28, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.1558, loss: 1.1558, grad_norm: 6.2495 2020-07-26 01:05:14,475 - mmaction - INFO - Epoch [34][2280/3757] lr: 1.000e-03, eta: 10:35:16, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.0817, loss: 1.0817, grad_norm: 6.1577 2020-07-26 01:05:26,748 - mmaction - INFO - Epoch [34][2300/3757] lr: 1.000e-03, eta: 10:35:03, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8891, loss_cls: 1.1434, loss: 1.1434, grad_norm: 6.4384 2020-07-26 01:05:38,800 - mmaction - INFO - Epoch [34][2320/3757] lr: 1.000e-03, eta: 10:34:51, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.8977, loss_cls: 1.0490, loss: 1.0490, grad_norm: 6.0849 2020-07-26 01:05:51,001 - mmaction - INFO - Epoch [34][2340/3757] lr: 1.000e-03, eta: 10:34:38, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8969, loss_cls: 1.0701, loss: 1.0701, grad_norm: 5.9683 2020-07-26 01:06:03,167 - mmaction - INFO - Epoch [34][2360/3757] lr: 1.000e-03, eta: 10:34:26, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8992, loss_cls: 1.1193, loss: 1.1193, grad_norm: 6.4279 2020-07-26 01:06:15,437 - mmaction - INFO - Epoch [34][2380/3757] lr: 1.000e-03, eta: 10:34:13, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0789, loss: 1.0789, grad_norm: 6.1701 2020-07-26 01:06:27,705 - mmaction - INFO - Epoch [34][2400/3757] lr: 1.000e-03, eta: 10:34:01, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1507, loss: 1.1507, grad_norm: 6.2324 2020-07-26 01:06:39,951 - mmaction - INFO - Epoch [34][2420/3757] lr: 1.000e-03, eta: 10:33:49, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8867, loss_cls: 1.0914, loss: 1.0914, grad_norm: 6.0901 2020-07-26 01:06:52,047 - mmaction - INFO - Epoch [34][2440/3757] lr: 1.000e-03, eta: 10:33:36, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1056, loss: 1.1056, grad_norm: 6.2238 2020-07-26 01:07:04,212 - mmaction - INFO - Epoch [34][2460/3757] lr: 1.000e-03, eta: 10:33:24, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0921, loss: 1.0921, grad_norm: 6.0957 2020-07-26 01:07:16,325 - mmaction - INFO - Epoch [34][2480/3757] lr: 1.000e-03, eta: 10:33:11, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1292, loss: 1.1292, grad_norm: 6.5367 2020-07-26 01:07:28,555 - mmaction - INFO - Epoch [34][2500/3757] lr: 1.000e-03, eta: 10:32:59, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1431, loss: 1.1431, grad_norm: 6.2628 2020-07-26 01:07:40,857 - mmaction - INFO - Epoch [34][2520/3757] lr: 1.000e-03, eta: 10:32:46, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 1.0185, loss: 1.0185, grad_norm: 5.8976 2020-07-26 01:07:53,137 - mmaction - INFO - Epoch [34][2540/3757] lr: 1.000e-03, eta: 10:32:34, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8969, loss_cls: 1.0741, loss: 1.0741, grad_norm: 6.2559 2020-07-26 01:08:05,433 - mmaction - INFO - Epoch [34][2560/3757] lr: 1.000e-03, eta: 10:32:21, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1204, loss: 1.1204, grad_norm: 6.2810 2020-07-26 01:08:17,529 - mmaction - INFO - Epoch [34][2580/3757] lr: 1.000e-03, eta: 10:32:09, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1722, loss: 1.1722, grad_norm: 6.2444 2020-07-26 01:08:29,877 - mmaction - INFO - Epoch [34][2600/3757] lr: 1.000e-03, eta: 10:31:56, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1349, loss: 1.1349, grad_norm: 6.2550 2020-07-26 01:08:42,012 - mmaction - INFO - Epoch [34][2620/3757] lr: 1.000e-03, eta: 10:31:44, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0344, loss: 1.0344, grad_norm: 6.0823 2020-07-26 01:08:54,286 - mmaction - INFO - Epoch [34][2640/3757] lr: 1.000e-03, eta: 10:31:32, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.9008, loss_cls: 1.1296, loss: 1.1296, grad_norm: 6.5179 2020-07-26 01:09:06,270 - mmaction - INFO - Epoch [34][2660/3757] lr: 1.000e-03, eta: 10:31:19, time: 0.601, data_time: 0.005, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9031, loss_cls: 1.0722, loss: 1.0722, grad_norm: 6.2163 2020-07-26 01:09:18,492 - mmaction - INFO - Epoch [34][2680/3757] lr: 1.000e-03, eta: 10:31:07, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1548, loss: 1.1548, grad_norm: 6.0379 2020-07-26 01:09:30,638 - mmaction - INFO - Epoch [34][2700/3757] lr: 1.000e-03, eta: 10:30:54, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8852, loss_cls: 1.1491, loss: 1.1491, grad_norm: 6.2537 2020-07-26 01:09:42,989 - mmaction - INFO - Epoch [34][2720/3757] lr: 1.000e-03, eta: 10:30:42, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.1004, loss: 1.1004, grad_norm: 6.2207 2020-07-26 01:09:55,101 - mmaction - INFO - Epoch [34][2740/3757] lr: 1.000e-03, eta: 10:30:29, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.0916, loss: 1.0916, grad_norm: 6.2370 2020-07-26 01:10:07,541 - mmaction - INFO - Epoch [34][2760/3757] lr: 1.000e-03, eta: 10:30:17, time: 0.621, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1122, loss: 1.1122, grad_norm: 6.4435 2020-07-26 01:10:19,555 - mmaction - INFO - Epoch [34][2780/3757] lr: 1.000e-03, eta: 10:30:04, time: 0.601, data_time: 0.003, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9047, loss_cls: 1.0900, loss: 1.0900, grad_norm: 6.2559 2020-07-26 01:10:31,837 - mmaction - INFO - Epoch [34][2800/3757] lr: 1.000e-03, eta: 10:29:52, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.1153, loss: 1.1153, grad_norm: 6.3456 2020-07-26 01:10:44,453 - mmaction - INFO - Epoch [34][2820/3757] lr: 1.000e-03, eta: 10:29:40, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8984, loss_cls: 1.1019, loss: 1.1019, grad_norm: 6.2742 2020-07-26 01:10:56,829 - mmaction - INFO - Epoch [34][2840/3757] lr: 1.000e-03, eta: 10:29:27, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7406, top5_acc: 0.8977, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.3006 2020-07-26 01:11:09,069 - mmaction - INFO - Epoch [34][2860/3757] lr: 1.000e-03, eta: 10:29:15, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1213, loss: 1.1213, grad_norm: 6.1590 2020-07-26 01:11:21,319 - mmaction - INFO - Epoch [34][2880/3757] lr: 1.000e-03, eta: 10:29:02, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.9023, loss_cls: 1.1093, loss: 1.1093, grad_norm: 6.3070 2020-07-26 01:11:33,455 - mmaction - INFO - Epoch [34][2900/3757] lr: 1.000e-03, eta: 10:28:50, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1782, loss: 1.1782, grad_norm: 6.3541 2020-07-26 01:11:45,672 - mmaction - INFO - Epoch [34][2920/3757] lr: 1.000e-03, eta: 10:28:37, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.0545 2020-07-26 01:11:57,701 - mmaction - INFO - Epoch [34][2940/3757] lr: 1.000e-03, eta: 10:28:25, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8914, loss_cls: 1.0924, loss: 1.0924, grad_norm: 6.1389 2020-07-26 01:12:10,024 - mmaction - INFO - Epoch [34][2960/3757] lr: 1.000e-03, eta: 10:28:12, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.1807, loss: 1.1807, grad_norm: 6.3712 2020-07-26 01:12:22,244 - mmaction - INFO - Epoch [34][2980/3757] lr: 1.000e-03, eta: 10:28:00, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0469, loss: 1.0469, grad_norm: 6.0119 2020-07-26 01:12:34,645 - mmaction - INFO - Epoch [34][3000/3757] lr: 1.000e-03, eta: 10:27:48, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8844, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.1728 2020-07-26 01:12:46,716 - mmaction - INFO - Epoch [34][3020/3757] lr: 1.000e-03, eta: 10:27:35, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9094, loss_cls: 1.0514, loss: 1.0514, grad_norm: 6.1818 2020-07-26 01:12:59,056 - mmaction - INFO - Epoch [34][3040/3757] lr: 1.000e-03, eta: 10:27:23, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.5268 2020-07-26 01:13:11,101 - mmaction - INFO - Epoch [34][3060/3757] lr: 1.000e-03, eta: 10:27:10, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1058, loss: 1.1058, grad_norm: 6.1861 2020-07-26 01:13:23,274 - mmaction - INFO - Epoch [34][3080/3757] lr: 1.000e-03, eta: 10:26:58, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9164, loss_cls: 1.0070, loss: 1.0070, grad_norm: 5.8515 2020-07-26 01:13:35,295 - mmaction - INFO - Epoch [34][3100/3757] lr: 1.000e-03, eta: 10:26:45, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.1015, loss: 1.1015, grad_norm: 6.1344 2020-07-26 01:13:47,608 - mmaction - INFO - Epoch [34][3120/3757] lr: 1.000e-03, eta: 10:26:33, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.0687, loss: 1.0687, grad_norm: 6.0411 2020-07-26 01:13:59,771 - mmaction - INFO - Epoch [34][3140/3757] lr: 1.000e-03, eta: 10:26:20, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8961, loss_cls: 1.1409, loss: 1.1409, grad_norm: 6.3744 2020-07-26 01:14:12,099 - mmaction - INFO - Epoch [34][3160/3757] lr: 1.000e-03, eta: 10:26:08, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.1776, loss: 1.1776, grad_norm: 6.3597 2020-07-26 01:14:24,162 - mmaction - INFO - Epoch [34][3180/3757] lr: 1.000e-03, eta: 10:25:55, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1676, loss: 1.1676, grad_norm: 6.2058 2020-07-26 01:14:36,439 - mmaction - INFO - Epoch [34][3200/3757] lr: 1.000e-03, eta: 10:25:43, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9078, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.1113 2020-07-26 01:14:48,634 - mmaction - INFO - Epoch [34][3220/3757] lr: 1.000e-03, eta: 10:25:30, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1702, loss: 1.1702, grad_norm: 6.5047 2020-07-26 01:15:00,970 - mmaction - INFO - Epoch [34][3240/3757] lr: 1.000e-03, eta: 10:25:18, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8992, loss_cls: 1.0889, loss: 1.0889, grad_norm: 6.0484 2020-07-26 01:15:13,247 - mmaction - INFO - Epoch [34][3260/3757] lr: 1.000e-03, eta: 10:25:06, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9031, loss_cls: 1.0511, loss: 1.0511, grad_norm: 5.8938 2020-07-26 01:15:25,445 - mmaction - INFO - Epoch [34][3280/3757] lr: 1.000e-03, eta: 10:24:53, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1306, loss: 1.1306, grad_norm: 6.4161 2020-07-26 01:15:37,772 - mmaction - INFO - Epoch [34][3300/3757] lr: 1.000e-03, eta: 10:24:41, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9102, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.2216 2020-07-26 01:15:50,061 - mmaction - INFO - Epoch [34][3320/3757] lr: 1.000e-03, eta: 10:24:28, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1078, loss: 1.1078, grad_norm: 6.2739 2020-07-26 01:16:02,244 - mmaction - INFO - Epoch [34][3340/3757] lr: 1.000e-03, eta: 10:24:16, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1101, loss: 1.1101, grad_norm: 6.2511 2020-07-26 01:16:14,524 - mmaction - INFO - Epoch [34][3360/3757] lr: 1.000e-03, eta: 10:24:03, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9109, loss_cls: 1.0517, loss: 1.0517, grad_norm: 6.2018 2020-07-26 01:16:26,571 - mmaction - INFO - Epoch [34][3380/3757] lr: 1.000e-03, eta: 10:23:51, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9008, loss_cls: 1.0758, loss: 1.0758, grad_norm: 6.1323 2020-07-26 01:16:38,961 - mmaction - INFO - Epoch [34][3400/3757] lr: 1.000e-03, eta: 10:23:39, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9094, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.1464 2020-07-26 01:16:51,082 - mmaction - INFO - Epoch [34][3420/3757] lr: 1.000e-03, eta: 10:23:26, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1328, loss: 1.1328, grad_norm: 6.1593 2020-07-26 01:17:03,308 - mmaction - INFO - Epoch [34][3440/3757] lr: 1.000e-03, eta: 10:23:14, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9000, loss_cls: 1.0715, loss: 1.0715, grad_norm: 6.1319 2020-07-26 01:17:15,460 - mmaction - INFO - Epoch [34][3460/3757] lr: 1.000e-03, eta: 10:23:01, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9086, loss_cls: 1.0347, loss: 1.0347, grad_norm: 6.0183 2020-07-26 01:17:27,633 - mmaction - INFO - Epoch [34][3480/3757] lr: 1.000e-03, eta: 10:22:49, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8992, loss_cls: 1.1478, loss: 1.1478, grad_norm: 6.4090 2020-07-26 01:17:39,698 - mmaction - INFO - Epoch [34][3500/3757] lr: 1.000e-03, eta: 10:22:36, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1119, loss: 1.1119, grad_norm: 6.0949 2020-07-26 01:17:52,103 - mmaction - INFO - Epoch [34][3520/3757] lr: 1.000e-03, eta: 10:22:24, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1205, loss: 1.1205, grad_norm: 6.3290 2020-07-26 01:18:04,300 - mmaction - INFO - Epoch [34][3540/3757] lr: 1.000e-03, eta: 10:22:11, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1435, loss: 1.1435, grad_norm: 6.3129 2020-07-26 01:18:16,546 - mmaction - INFO - Epoch [34][3560/3757] lr: 1.000e-03, eta: 10:21:59, time: 0.613, data_time: 0.002, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8984, loss_cls: 1.0776, loss: 1.0776, grad_norm: 6.1120 2020-07-26 01:18:28,781 - mmaction - INFO - Epoch [34][3580/3757] lr: 1.000e-03, eta: 10:21:46, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1652, loss: 1.1652, grad_norm: 6.3793 2020-07-26 01:18:40,827 - mmaction - INFO - Epoch [34][3600/3757] lr: 1.000e-03, eta: 10:21:34, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.1013, loss: 1.1013, grad_norm: 6.2347 2020-07-26 01:18:53,065 - mmaction - INFO - Epoch [34][3620/3757] lr: 1.000e-03, eta: 10:21:21, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.8938, loss_cls: 1.0971, loss: 1.0971, grad_norm: 6.3122 2020-07-26 01:19:05,142 - mmaction - INFO - Epoch [34][3640/3757] lr: 1.000e-03, eta: 10:21:09, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0886, loss: 1.0886, grad_norm: 6.1321 2020-07-26 01:19:17,400 - mmaction - INFO - Epoch [34][3660/3757] lr: 1.000e-03, eta: 10:20:57, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.1024, loss: 1.1024, grad_norm: 6.1659 2020-07-26 01:19:29,583 - mmaction - INFO - Epoch [34][3680/3757] lr: 1.000e-03, eta: 10:20:44, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8977, loss_cls: 1.1543, loss: 1.1543, grad_norm: 6.2962 2020-07-26 01:19:41,766 - mmaction - INFO - Epoch [34][3700/3757] lr: 1.000e-03, eta: 10:20:32, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8969, loss_cls: 1.1208, loss: 1.1208, grad_norm: 6.0265 2020-07-26 01:19:53,980 - mmaction - INFO - Epoch [34][3720/3757] lr: 1.000e-03, eta: 10:20:19, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9078, loss_cls: 1.0456, loss: 1.0456, grad_norm: 6.1069 2020-07-26 01:20:06,172 - mmaction - INFO - Epoch [34][3740/3757] lr: 1.000e-03, eta: 10:20:07, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.1217, loss: 1.1217, grad_norm: 6.3250 2020-07-26 01:20:16,478 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-07-26 01:20:42,129 - mmaction - INFO - Epoch [35][20/3757] lr: 1.000e-03, eta: 10:19:45, time: 1.251, data_time: 0.597, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9109, loss_cls: 1.0541, loss: 1.0541, grad_norm: 6.0135 2020-07-26 01:20:54,177 - mmaction - INFO - Epoch [35][40/3757] lr: 1.000e-03, eta: 10:19:32, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0885, loss: 1.0885, grad_norm: 6.0461 2020-07-26 01:21:06,284 - mmaction - INFO - Epoch [35][60/3757] lr: 1.000e-03, eta: 10:19:20, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.1104, loss: 1.1104, grad_norm: 6.2401 2020-07-26 01:21:18,489 - mmaction - INFO - Epoch [35][80/3757] lr: 1.000e-03, eta: 10:19:07, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 1.0373, loss: 1.0373, grad_norm: 5.8615 2020-07-26 01:21:30,542 - mmaction - INFO - Epoch [35][100/3757] lr: 1.000e-03, eta: 10:18:55, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.1277, loss: 1.1277, grad_norm: 6.2399 2020-07-26 01:21:42,837 - mmaction - INFO - Epoch [35][120/3757] lr: 1.000e-03, eta: 10:18:42, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.0895, loss: 1.0895, grad_norm: 6.2433 2020-07-26 01:21:54,824 - mmaction - INFO - Epoch [35][140/3757] lr: 1.000e-03, eta: 10:18:30, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8867, loss_cls: 1.1550, loss: 1.1550, grad_norm: 6.2674 2020-07-26 01:22:07,235 - mmaction - INFO - Epoch [35][160/3757] lr: 1.000e-03, eta: 10:18:17, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.9133, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.0650 2020-07-26 01:22:19,389 - mmaction - INFO - Epoch [35][180/3757] lr: 1.000e-03, eta: 10:18:05, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9023, loss_cls: 1.0284, loss: 1.0284, grad_norm: 5.9590 2020-07-26 01:22:31,572 - mmaction - INFO - Epoch [35][200/3757] lr: 1.000e-03, eta: 10:17:52, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.0841, loss: 1.0841, grad_norm: 6.1694 2020-07-26 01:22:43,849 - mmaction - INFO - Epoch [35][220/3757] lr: 1.000e-03, eta: 10:17:40, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0511, loss: 1.0511, grad_norm: 6.2024 2020-07-26 01:22:56,060 - mmaction - INFO - Epoch [35][240/3757] lr: 1.000e-03, eta: 10:17:28, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.0703 2020-07-26 01:23:08,226 - mmaction - INFO - Epoch [35][260/3757] lr: 1.000e-03, eta: 10:17:15, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9031, loss_cls: 1.0887, loss: 1.0887, grad_norm: 6.0895 2020-07-26 01:23:20,589 - mmaction - INFO - Epoch [35][280/3757] lr: 1.000e-03, eta: 10:17:03, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9047, loss_cls: 1.0800, loss: 1.0800, grad_norm: 6.2290 2020-07-26 01:23:32,704 - mmaction - INFO - Epoch [35][300/3757] lr: 1.000e-03, eta: 10:16:50, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7125, top5_acc: 0.9047, loss_cls: 1.1401, loss: 1.1401, grad_norm: 6.4807 2020-07-26 01:23:44,823 - mmaction - INFO - Epoch [35][320/3757] lr: 1.000e-03, eta: 10:16:38, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9047, loss_cls: 1.0049, loss: 1.0049, grad_norm: 5.8099 2020-07-26 01:23:57,002 - mmaction - INFO - Epoch [35][340/3757] lr: 1.000e-03, eta: 10:16:25, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9062, loss_cls: 1.0414, loss: 1.0414, grad_norm: 6.2062 2020-07-26 01:24:09,230 - mmaction - INFO - Epoch [35][360/3757] lr: 1.000e-03, eta: 10:16:13, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9180, loss_cls: 1.0045, loss: 1.0045, grad_norm: 5.9604 2020-07-26 01:24:21,538 - mmaction - INFO - Epoch [35][380/3757] lr: 1.000e-03, eta: 10:16:00, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9141, loss_cls: 1.0462, loss: 1.0462, grad_norm: 6.1235 2020-07-26 01:24:33,747 - mmaction - INFO - Epoch [35][400/3757] lr: 1.000e-03, eta: 10:15:48, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1292, loss: 1.1292, grad_norm: 6.4049 2020-07-26 01:24:45,871 - mmaction - INFO - Epoch [35][420/3757] lr: 1.000e-03, eta: 10:15:36, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0928, loss: 1.0928, grad_norm: 6.2204 2020-07-26 01:24:58,069 - mmaction - INFO - Epoch [35][440/3757] lr: 1.000e-03, eta: 10:15:23, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9133, loss_cls: 0.9690, loss: 0.9690, grad_norm: 5.9200 2020-07-26 01:25:10,198 - mmaction - INFO - Epoch [35][460/3757] lr: 1.000e-03, eta: 10:15:11, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7180, top5_acc: 0.9000, loss_cls: 1.1094, loss: 1.1094, grad_norm: 6.3564 2020-07-26 01:25:22,618 - mmaction - INFO - Epoch [35][480/3757] lr: 1.000e-03, eta: 10:14:58, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.9000, loss_cls: 1.1350, loss: 1.1350, grad_norm: 6.3296 2020-07-26 01:25:34,764 - mmaction - INFO - Epoch [35][500/3757] lr: 1.000e-03, eta: 10:14:46, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0135, loss: 1.0135, grad_norm: 6.0934 2020-07-26 01:25:47,032 - mmaction - INFO - Epoch [35][520/3757] lr: 1.000e-03, eta: 10:14:33, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0600, loss: 1.0600, grad_norm: 6.1644 2020-07-26 01:25:59,253 - mmaction - INFO - Epoch [35][540/3757] lr: 1.000e-03, eta: 10:14:21, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9031, loss_cls: 1.1123, loss: 1.1123, grad_norm: 6.4256 2020-07-26 01:26:11,517 - mmaction - INFO - Epoch [35][560/3757] lr: 1.000e-03, eta: 10:14:08, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.0975, loss: 1.0975, grad_norm: 6.3790 2020-07-26 01:26:23,611 - mmaction - INFO - Epoch [35][580/3757] lr: 1.000e-03, eta: 10:13:56, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2161, loss: 1.2161, grad_norm: 6.3621 2020-07-26 01:26:35,798 - mmaction - INFO - Epoch [35][600/3757] lr: 1.000e-03, eta: 10:13:43, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.8977, loss_cls: 1.0385, loss: 1.0385, grad_norm: 5.9971 2020-07-26 01:26:48,038 - mmaction - INFO - Epoch [35][620/3757] lr: 1.000e-03, eta: 10:13:31, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8977, loss_cls: 1.1010, loss: 1.1010, grad_norm: 6.3017 2020-07-26 01:27:00,271 - mmaction - INFO - Epoch [35][640/3757] lr: 1.000e-03, eta: 10:13:19, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9141, loss_cls: 1.0490, loss: 1.0490, grad_norm: 6.0825 2020-07-26 01:27:12,469 - mmaction - INFO - Epoch [35][660/3757] lr: 1.000e-03, eta: 10:13:06, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8938, loss_cls: 1.1205, loss: 1.1205, grad_norm: 6.4144 2020-07-26 01:27:24,752 - mmaction - INFO - Epoch [35][680/3757] lr: 1.000e-03, eta: 10:12:54, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9219, loss_cls: 1.0237, loss: 1.0237, grad_norm: 6.0638 2020-07-26 01:27:36,798 - mmaction - INFO - Epoch [35][700/3757] lr: 1.000e-03, eta: 10:12:41, time: 0.602, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9047, loss_cls: 1.0188, loss: 1.0188, grad_norm: 5.9994 2020-07-26 01:27:49,130 - mmaction - INFO - Epoch [35][720/3757] lr: 1.000e-03, eta: 10:12:29, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1116, loss: 1.1116, grad_norm: 6.3529 2020-07-26 01:28:01,141 - mmaction - INFO - Epoch [35][740/3757] lr: 1.000e-03, eta: 10:12:16, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.0926, loss: 1.0926, grad_norm: 6.2837 2020-07-26 01:28:13,410 - mmaction - INFO - Epoch [35][760/3757] lr: 1.000e-03, eta: 10:12:04, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9008, loss_cls: 1.0628, loss: 1.0628, grad_norm: 6.1481 2020-07-26 01:28:25,663 - mmaction - INFO - Epoch [35][780/3757] lr: 1.000e-03, eta: 10:11:51, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.2025 2020-07-26 01:28:38,334 - mmaction - INFO - Epoch [35][800/3757] lr: 1.000e-03, eta: 10:11:39, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0545, loss: 1.0545, grad_norm: 6.1867 2020-07-26 01:28:50,624 - mmaction - INFO - Epoch [35][820/3757] lr: 1.000e-03, eta: 10:11:27, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.0623, loss: 1.0623, grad_norm: 6.0407 2020-07-26 01:29:02,813 - mmaction - INFO - Epoch [35][840/3757] lr: 1.000e-03, eta: 10:11:14, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1398, loss: 1.1398, grad_norm: 6.2136 2020-07-26 01:29:15,040 - mmaction - INFO - Epoch [35][860/3757] lr: 1.000e-03, eta: 10:11:02, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8969, loss_cls: 1.0964, loss: 1.0964, grad_norm: 6.1774 2020-07-26 01:29:27,237 - mmaction - INFO - Epoch [35][880/3757] lr: 1.000e-03, eta: 10:10:49, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0461, loss: 1.0461, grad_norm: 6.1726 2020-07-26 01:29:39,609 - mmaction - INFO - Epoch [35][900/3757] lr: 1.000e-03, eta: 10:10:37, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8773, loss_cls: 1.1192, loss: 1.1192, grad_norm: 6.1848 2020-07-26 01:29:51,869 - mmaction - INFO - Epoch [35][920/3757] lr: 1.000e-03, eta: 10:10:25, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0807, loss: 1.0807, grad_norm: 6.1993 2020-07-26 01:30:04,183 - mmaction - INFO - Epoch [35][940/3757] lr: 1.000e-03, eta: 10:10:12, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0581, loss: 1.0581, grad_norm: 6.2385 2020-07-26 01:30:16,362 - mmaction - INFO - Epoch [35][960/3757] lr: 1.000e-03, eta: 10:10:00, time: 0.610, data_time: 0.002, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9102, loss_cls: 1.0207, loss: 1.0207, grad_norm: 6.1898 2020-07-26 01:30:28,608 - mmaction - INFO - Epoch [35][980/3757] lr: 1.000e-03, eta: 10:09:47, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9117, loss_cls: 0.9942, loss: 0.9942, grad_norm: 5.8480 2020-07-26 01:30:40,657 - mmaction - INFO - Epoch [35][1000/3757] lr: 1.000e-03, eta: 10:09:35, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.0931, loss: 1.0931, grad_norm: 6.4918 2020-07-26 01:30:52,781 - mmaction - INFO - Epoch [35][1020/3757] lr: 1.000e-03, eta: 10:09:22, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8945, loss_cls: 1.1298, loss: 1.1298, grad_norm: 6.5204 2020-07-26 01:31:04,968 - mmaction - INFO - Epoch [35][1040/3757] lr: 1.000e-03, eta: 10:09:10, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9023, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.3443 2020-07-26 01:31:17,249 - mmaction - INFO - Epoch [35][1060/3757] lr: 1.000e-03, eta: 10:08:57, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.0613, loss: 1.0613, grad_norm: 6.0164 2020-07-26 01:31:29,353 - mmaction - INFO - Epoch [35][1080/3757] lr: 1.000e-03, eta: 10:08:45, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.4112 2020-07-26 01:31:41,428 - mmaction - INFO - Epoch [35][1100/3757] lr: 1.000e-03, eta: 10:08:32, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8984, loss_cls: 1.0771, loss: 1.0771, grad_norm: 6.3567 2020-07-26 01:31:53,796 - mmaction - INFO - Epoch [35][1120/3757] lr: 1.000e-03, eta: 10:08:20, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9031, loss_cls: 1.0655, loss: 1.0655, grad_norm: 6.1738 2020-07-26 01:32:06,054 - mmaction - INFO - Epoch [35][1140/3757] lr: 1.000e-03, eta: 10:08:08, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0516, loss: 1.0516, grad_norm: 6.1767 2020-07-26 01:32:18,160 - mmaction - INFO - Epoch [35][1160/3757] lr: 1.000e-03, eta: 10:07:55, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.1687 2020-07-26 01:32:30,444 - mmaction - INFO - Epoch [35][1180/3757] lr: 1.000e-03, eta: 10:07:43, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.1067, loss: 1.1067, grad_norm: 6.2925 2020-07-26 01:32:42,647 - mmaction - INFO - Epoch [35][1200/3757] lr: 1.000e-03, eta: 10:07:30, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 1.0201, loss: 1.0201, grad_norm: 5.9653 2020-07-26 01:32:55,009 - mmaction - INFO - Epoch [35][1220/3757] lr: 1.000e-03, eta: 10:07:18, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9109, loss_cls: 1.0745, loss: 1.0745, grad_norm: 6.4300 2020-07-26 01:33:07,236 - mmaction - INFO - Epoch [35][1240/3757] lr: 1.000e-03, eta: 10:07:05, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 0.9714, loss: 0.9714, grad_norm: 5.9842 2020-07-26 01:33:19,649 - mmaction - INFO - Epoch [35][1260/3757] lr: 1.000e-03, eta: 10:06:53, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1203, loss: 1.1203, grad_norm: 6.1351 2020-07-26 01:33:31,815 - mmaction - INFO - Epoch [35][1280/3757] lr: 1.000e-03, eta: 10:06:41, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 1.0047, loss: 1.0047, grad_norm: 6.0822 2020-07-26 01:33:44,138 - mmaction - INFO - Epoch [35][1300/3757] lr: 1.000e-03, eta: 10:06:28, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9164, loss_cls: 0.9931, loss: 0.9931, grad_norm: 5.9490 2020-07-26 01:33:56,413 - mmaction - INFO - Epoch [35][1320/3757] lr: 1.000e-03, eta: 10:06:16, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8969, loss_cls: 1.0772, loss: 1.0772, grad_norm: 6.2175 2020-07-26 01:34:08,534 - mmaction - INFO - Epoch [35][1340/3757] lr: 1.000e-03, eta: 10:06:03, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 1.0181, loss: 1.0181, grad_norm: 5.9967 2020-07-26 01:34:20,762 - mmaction - INFO - Epoch [35][1360/3757] lr: 1.000e-03, eta: 10:05:51, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.1120, loss: 1.1120, grad_norm: 6.4011 2020-07-26 01:34:32,971 - mmaction - INFO - Epoch [35][1380/3757] lr: 1.000e-03, eta: 10:05:38, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.0619, loss: 1.0619, grad_norm: 6.1946 2020-07-26 01:34:45,121 - mmaction - INFO - Epoch [35][1400/3757] lr: 1.000e-03, eta: 10:05:26, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9117, loss_cls: 0.9994, loss: 0.9994, grad_norm: 6.1347 2020-07-26 01:34:57,275 - mmaction - INFO - Epoch [35][1420/3757] lr: 1.000e-03, eta: 10:05:13, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.9055, loss_cls: 1.1088, loss: 1.1088, grad_norm: 6.4338 2020-07-26 01:35:09,582 - mmaction - INFO - Epoch [35][1440/3757] lr: 1.000e-03, eta: 10:05:01, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8930, loss_cls: 1.1094, loss: 1.1094, grad_norm: 6.2165 2020-07-26 01:35:21,820 - mmaction - INFO - Epoch [35][1460/3757] lr: 1.000e-03, eta: 10:04:49, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0912, loss: 1.0912, grad_norm: 6.3785 2020-07-26 01:35:34,094 - mmaction - INFO - Epoch [35][1480/3757] lr: 1.000e-03, eta: 10:04:36, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1682, loss: 1.1682, grad_norm: 6.4117 2020-07-26 01:35:46,247 - mmaction - INFO - Epoch [35][1500/3757] lr: 1.000e-03, eta: 10:04:24, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9023, loss_cls: 1.1075, loss: 1.1075, grad_norm: 6.4337 2020-07-26 01:35:58,496 - mmaction - INFO - Epoch [35][1520/3757] lr: 1.000e-03, eta: 10:04:11, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0789, loss: 1.0789, grad_norm: 6.3086 2020-07-26 01:36:10,755 - mmaction - INFO - Epoch [35][1540/3757] lr: 1.000e-03, eta: 10:03:59, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 1.0439, loss: 1.0439, grad_norm: 6.1446 2020-07-26 01:36:23,039 - mmaction - INFO - Epoch [35][1560/3757] lr: 1.000e-03, eta: 10:03:46, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9062, loss_cls: 1.0485, loss: 1.0485, grad_norm: 6.0426 2020-07-26 01:36:35,072 - mmaction - INFO - Epoch [35][1580/3757] lr: 1.000e-03, eta: 10:03:34, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1666, loss: 1.1666, grad_norm: 6.2611 2020-07-26 01:36:47,345 - mmaction - INFO - Epoch [35][1600/3757] lr: 1.000e-03, eta: 10:03:21, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0343, loss: 1.0343, grad_norm: 6.1000 2020-07-26 01:36:59,391 - mmaction - INFO - Epoch [35][1620/3757] lr: 1.000e-03, eta: 10:03:09, time: 0.607, data_time: 0.010, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.2096 2020-07-26 01:37:11,710 - mmaction - INFO - Epoch [35][1640/3757] lr: 1.000e-03, eta: 10:02:56, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1269, loss: 1.1269, grad_norm: 6.2337 2020-07-26 01:37:23,908 - mmaction - INFO - Epoch [35][1660/3757] lr: 1.000e-03, eta: 10:02:44, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.0914, loss: 1.0914, grad_norm: 6.0871 2020-07-26 01:37:36,079 - mmaction - INFO - Epoch [35][1680/3757] lr: 1.000e-03, eta: 10:02:32, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9023, loss_cls: 1.0281, loss: 1.0281, grad_norm: 6.0957 2020-07-26 01:37:48,206 - mmaction - INFO - Epoch [35][1700/3757] lr: 1.000e-03, eta: 10:02:19, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9102, loss_cls: 1.0434, loss: 1.0434, grad_norm: 6.2673 2020-07-26 01:38:00,569 - mmaction - INFO - Epoch [35][1720/3757] lr: 1.000e-03, eta: 10:02:07, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.8867, loss_cls: 1.1045, loss: 1.1045, grad_norm: 6.3619 2020-07-26 01:38:12,735 - mmaction - INFO - Epoch [35][1740/3757] lr: 1.000e-03, eta: 10:01:54, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0458, loss: 1.0458, grad_norm: 6.2077 2020-07-26 01:38:25,063 - mmaction - INFO - Epoch [35][1760/3757] lr: 1.000e-03, eta: 10:01:42, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.9016, loss_cls: 1.0965, loss: 1.0965, grad_norm: 6.4659 2020-07-26 01:38:37,234 - mmaction - INFO - Epoch [35][1780/3757] lr: 1.000e-03, eta: 10:01:29, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7148, top5_acc: 0.9008, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.3527 2020-07-26 01:38:49,539 - mmaction - INFO - Epoch [35][1800/3757] lr: 1.000e-03, eta: 10:01:17, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 1.0281, loss: 1.0281, grad_norm: 5.9783 2020-07-26 01:39:01,829 - mmaction - INFO - Epoch [35][1820/3757] lr: 1.000e-03, eta: 10:01:05, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9008, loss_cls: 1.0594, loss: 1.0594, grad_norm: 6.1523 2020-07-26 01:39:14,152 - mmaction - INFO - Epoch [35][1840/3757] lr: 1.000e-03, eta: 10:00:52, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9078, loss_cls: 1.0575, loss: 1.0575, grad_norm: 6.3130 2020-07-26 01:39:26,201 - mmaction - INFO - Epoch [35][1860/3757] lr: 1.000e-03, eta: 10:00:40, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1488, loss: 1.1488, grad_norm: 6.6678 2020-07-26 01:39:38,422 - mmaction - INFO - Epoch [35][1880/3757] lr: 1.000e-03, eta: 10:00:27, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9133, loss_cls: 1.0083, loss: 1.0083, grad_norm: 6.1329 2020-07-26 01:39:50,467 - mmaction - INFO - Epoch [35][1900/3757] lr: 1.000e-03, eta: 10:00:15, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8992, loss_cls: 1.1108, loss: 1.1108, grad_norm: 6.3108 2020-07-26 01:40:02,731 - mmaction - INFO - Epoch [35][1920/3757] lr: 1.000e-03, eta: 10:00:02, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.0956, loss: 1.0956, grad_norm: 6.2307 2020-07-26 01:40:14,832 - mmaction - INFO - Epoch [35][1940/3757] lr: 1.000e-03, eta: 9:59:50, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8969, loss_cls: 1.0748, loss: 1.0748, grad_norm: 6.1272 2020-07-26 01:40:27,674 - mmaction - INFO - Epoch [35][1960/3757] lr: 1.000e-03, eta: 9:59:38, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.1525, loss: 1.1525, grad_norm: 6.2753 2020-07-26 01:40:39,904 - mmaction - INFO - Epoch [35][1980/3757] lr: 1.000e-03, eta: 9:59:25, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1385, loss: 1.1385, grad_norm: 6.2348 2020-07-26 01:40:52,052 - mmaction - INFO - Epoch [35][2000/3757] lr: 1.000e-03, eta: 9:59:13, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9117, loss_cls: 1.0074, loss: 1.0074, grad_norm: 6.1555 2020-07-26 01:41:04,302 - mmaction - INFO - Epoch [35][2020/3757] lr: 1.000e-03, eta: 9:59:00, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9039, loss_cls: 1.0968, loss: 1.0968, grad_norm: 6.3623 2020-07-26 01:41:16,582 - mmaction - INFO - Epoch [35][2040/3757] lr: 1.000e-03, eta: 9:58:48, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1849, loss: 1.1849, grad_norm: 6.6000 2020-07-26 01:41:28,885 - mmaction - INFO - Epoch [35][2060/3757] lr: 1.000e-03, eta: 9:58:35, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.0674, loss: 1.0674, grad_norm: 6.2364 2020-07-26 01:41:40,972 - mmaction - INFO - Epoch [35][2080/3757] lr: 1.000e-03, eta: 9:58:23, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8961, loss_cls: 1.1074, loss: 1.1074, grad_norm: 6.3179 2020-07-26 01:41:53,205 - mmaction - INFO - Epoch [35][2100/3757] lr: 1.000e-03, eta: 9:58:11, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8977, loss_cls: 1.1052, loss: 1.1052, grad_norm: 6.4552 2020-07-26 01:42:05,439 - mmaction - INFO - Epoch [35][2120/3757] lr: 1.000e-03, eta: 9:57:58, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.0911, loss: 1.0911, grad_norm: 6.2488 2020-07-26 01:42:17,526 - mmaction - INFO - Epoch [35][2140/3757] lr: 1.000e-03, eta: 9:57:46, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7445, top5_acc: 0.8938, loss_cls: 1.0902, loss: 1.0902, grad_norm: 6.3734 2020-07-26 01:42:29,855 - mmaction - INFO - Epoch [35][2160/3757] lr: 1.000e-03, eta: 9:57:33, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0811, loss: 1.0811, grad_norm: 6.3373 2020-07-26 01:42:42,132 - mmaction - INFO - Epoch [35][2180/3757] lr: 1.000e-03, eta: 9:57:21, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8828, loss_cls: 1.1992, loss: 1.1992, grad_norm: 6.4941 2020-07-26 01:42:54,348 - mmaction - INFO - Epoch [35][2200/3757] lr: 1.000e-03, eta: 9:57:08, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9016, loss_cls: 1.0850, loss: 1.0850, grad_norm: 6.2499 2020-07-26 01:43:06,476 - mmaction - INFO - Epoch [35][2220/3757] lr: 1.000e-03, eta: 9:56:56, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9070, loss_cls: 1.0252, loss: 1.0252, grad_norm: 6.0859 2020-07-26 01:43:18,685 - mmaction - INFO - Epoch [35][2240/3757] lr: 1.000e-03, eta: 9:56:43, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8906, loss_cls: 1.1139, loss: 1.1139, grad_norm: 6.2700 2020-07-26 01:43:30,874 - mmaction - INFO - Epoch [35][2260/3757] lr: 1.000e-03, eta: 9:56:31, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0582, loss: 1.0582, grad_norm: 6.1301 2020-07-26 01:43:43,026 - mmaction - INFO - Epoch [35][2280/3757] lr: 1.000e-03, eta: 9:56:18, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.1565 2020-07-26 01:43:55,248 - mmaction - INFO - Epoch [35][2300/3757] lr: 1.000e-03, eta: 9:56:06, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1123, loss: 1.1123, grad_norm: 6.2558 2020-07-26 01:44:08,041 - mmaction - INFO - Epoch [35][2320/3757] lr: 1.000e-03, eta: 9:55:54, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9141, loss_cls: 1.0234, loss: 1.0234, grad_norm: 6.2939 2020-07-26 01:44:20,291 - mmaction - INFO - Epoch [35][2340/3757] lr: 1.000e-03, eta: 9:55:41, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8875, loss_cls: 1.1675, loss: 1.1675, grad_norm: 6.6500 2020-07-26 01:44:32,649 - mmaction - INFO - Epoch [35][2360/3757] lr: 1.000e-03, eta: 9:55:29, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.9023, loss_cls: 1.1057, loss: 1.1057, grad_norm: 6.4063 2020-07-26 01:44:44,693 - mmaction - INFO - Epoch [35][2380/3757] lr: 1.000e-03, eta: 9:55:17, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8945, loss_cls: 1.1685, loss: 1.1685, grad_norm: 6.6358 2020-07-26 01:44:57,118 - mmaction - INFO - Epoch [35][2400/3757] lr: 1.000e-03, eta: 9:55:04, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9016, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.0611 2020-07-26 01:45:09,261 - mmaction - INFO - Epoch [35][2420/3757] lr: 1.000e-03, eta: 9:54:52, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9016, loss_cls: 1.0589, loss: 1.0589, grad_norm: 6.1934 2020-07-26 01:45:21,482 - mmaction - INFO - Epoch [35][2440/3757] lr: 1.000e-03, eta: 9:54:39, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0488, loss: 1.0488, grad_norm: 6.1136 2020-07-26 01:45:33,623 - mmaction - INFO - Epoch [35][2460/3757] lr: 1.000e-03, eta: 9:54:27, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9242, loss_cls: 0.9654, loss: 0.9654, grad_norm: 6.0962 2020-07-26 01:45:45,786 - mmaction - INFO - Epoch [35][2480/3757] lr: 1.000e-03, eta: 9:54:14, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.0420, loss: 1.0420, grad_norm: 6.2716 2020-07-26 01:45:57,974 - mmaction - INFO - Epoch [35][2500/3757] lr: 1.000e-03, eta: 9:54:02, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9023, loss_cls: 1.0327, loss: 1.0327, grad_norm: 6.1626 2020-07-26 01:46:10,204 - mmaction - INFO - Epoch [35][2520/3757] lr: 1.000e-03, eta: 9:53:49, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1272, loss: 1.1272, grad_norm: 6.1911 2020-07-26 01:46:22,452 - mmaction - INFO - Epoch [35][2540/3757] lr: 1.000e-03, eta: 9:53:37, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.9117, loss_cls: 1.0552, loss: 1.0552, grad_norm: 6.1647 2020-07-26 01:46:34,427 - mmaction - INFO - Epoch [35][2560/3757] lr: 1.000e-03, eta: 9:53:24, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.0651, loss: 1.0651, grad_norm: 6.1155 2020-07-26 01:46:46,521 - mmaction - INFO - Epoch [35][2580/3757] lr: 1.000e-03, eta: 9:53:12, time: 0.600, data_time: 0.004, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.3399 2020-07-26 01:46:58,764 - mmaction - INFO - Epoch [35][2600/3757] lr: 1.000e-03, eta: 9:52:59, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1459, loss: 1.1459, grad_norm: 6.4814 2020-07-26 01:47:11,148 - mmaction - INFO - Epoch [35][2620/3757] lr: 1.000e-03, eta: 9:52:47, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.0601, loss: 1.0601, grad_norm: 6.1355 2020-07-26 01:47:23,160 - mmaction - INFO - Epoch [35][2640/3757] lr: 1.000e-03, eta: 9:52:35, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8984, loss_cls: 1.0890, loss: 1.0890, grad_norm: 6.2765 2020-07-26 01:47:35,305 - mmaction - INFO - Epoch [35][2660/3757] lr: 1.000e-03, eta: 9:52:22, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.0756, loss: 1.0756, grad_norm: 6.1226 2020-07-26 01:47:48,125 - mmaction - INFO - Epoch [35][2680/3757] lr: 1.000e-03, eta: 9:52:10, time: 0.641, data_time: 0.003, memory: 7079, top1_acc: 0.7078, top5_acc: 0.9023, loss_cls: 1.1053, loss: 1.1053, grad_norm: 6.5282 2020-07-26 01:48:00,483 - mmaction - INFO - Epoch [35][2700/3757] lr: 1.000e-03, eta: 9:51:58, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9031, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.2603 2020-07-26 01:48:12,716 - mmaction - INFO - Epoch [35][2720/3757] lr: 1.000e-03, eta: 9:51:45, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.0427 2020-07-26 01:48:24,808 - mmaction - INFO - Epoch [35][2740/3757] lr: 1.000e-03, eta: 9:51:33, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9000, loss_cls: 1.0457, loss: 1.0457, grad_norm: 6.1446 2020-07-26 01:48:36,968 - mmaction - INFO - Epoch [35][2760/3757] lr: 1.000e-03, eta: 9:51:20, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1798, loss: 1.1798, grad_norm: 6.5631 2020-07-26 01:48:49,078 - mmaction - INFO - Epoch [35][2780/3757] lr: 1.000e-03, eta: 9:51:08, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1223, loss: 1.1223, grad_norm: 6.3663 2020-07-26 01:49:01,315 - mmaction - INFO - Epoch [35][2800/3757] lr: 1.000e-03, eta: 9:50:55, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0178, loss: 1.0178, grad_norm: 6.0747 2020-07-26 01:49:13,438 - mmaction - INFO - Epoch [35][2820/3757] lr: 1.000e-03, eta: 9:50:43, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.3309 2020-07-26 01:49:25,766 - mmaction - INFO - Epoch [35][2840/3757] lr: 1.000e-03, eta: 9:50:30, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0777, loss: 1.0777, grad_norm: 6.3227 2020-07-26 01:49:37,869 - mmaction - INFO - Epoch [35][2860/3757] lr: 1.000e-03, eta: 9:50:18, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0964, loss: 1.0964, grad_norm: 6.4041 2020-07-26 01:49:50,250 - mmaction - INFO - Epoch [35][2880/3757] lr: 1.000e-03, eta: 9:50:05, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.2467 2020-07-26 01:50:02,434 - mmaction - INFO - Epoch [35][2900/3757] lr: 1.000e-03, eta: 9:49:53, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.4996 2020-07-26 01:50:14,623 - mmaction - INFO - Epoch [35][2920/3757] lr: 1.000e-03, eta: 9:49:41, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9047, loss_cls: 1.0868, loss: 1.0868, grad_norm: 6.3290 2020-07-26 01:50:26,825 - mmaction - INFO - Epoch [35][2940/3757] lr: 1.000e-03, eta: 9:49:28, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8953, loss_cls: 1.1100, loss: 1.1100, grad_norm: 6.3664 2020-07-26 01:50:39,166 - mmaction - INFO - Epoch [35][2960/3757] lr: 1.000e-03, eta: 9:49:16, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9016, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.3109 2020-07-26 01:50:51,291 - mmaction - INFO - Epoch [35][2980/3757] lr: 1.000e-03, eta: 9:49:03, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9023, loss_cls: 1.0901, loss: 1.0901, grad_norm: 6.1789 2020-07-26 01:51:03,633 - mmaction - INFO - Epoch [35][3000/3757] lr: 1.000e-03, eta: 9:48:51, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9187, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.1822 2020-07-26 01:51:15,645 - mmaction - INFO - Epoch [35][3020/3757] lr: 1.000e-03, eta: 9:48:38, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1216, loss: 1.1216, grad_norm: 6.1566 2020-07-26 01:51:27,991 - mmaction - INFO - Epoch [35][3040/3757] lr: 1.000e-03, eta: 9:48:26, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9031, loss_cls: 1.0902, loss: 1.0902, grad_norm: 6.1980 2020-07-26 01:51:40,402 - mmaction - INFO - Epoch [35][3060/3757] lr: 1.000e-03, eta: 9:48:14, time: 0.623, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1108, loss: 1.1108, grad_norm: 6.3865 2020-07-26 01:51:52,748 - mmaction - INFO - Epoch [35][3080/3757] lr: 1.000e-03, eta: 9:48:01, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.0981, loss: 1.0981, grad_norm: 6.3143 2020-07-26 01:52:04,905 - mmaction - INFO - Epoch [35][3100/3757] lr: 1.000e-03, eta: 9:47:49, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7148, top5_acc: 0.9000, loss_cls: 1.0989, loss: 1.0989, grad_norm: 6.3987 2020-07-26 01:52:17,189 - mmaction - INFO - Epoch [35][3120/3757] lr: 1.000e-03, eta: 9:47:36, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.2568 2020-07-26 01:52:29,476 - mmaction - INFO - Epoch [35][3140/3757] lr: 1.000e-03, eta: 9:47:24, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.0787, loss: 1.0787, grad_norm: 6.2149 2020-07-26 01:52:41,576 - mmaction - INFO - Epoch [35][3160/3757] lr: 1.000e-03, eta: 9:47:11, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9062, loss_cls: 1.0448, loss: 1.0448, grad_norm: 6.2858 2020-07-26 01:52:54,053 - mmaction - INFO - Epoch [35][3180/3757] lr: 1.000e-03, eta: 9:46:59, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.0881, loss: 1.0881, grad_norm: 6.2644 2020-07-26 01:53:06,206 - mmaction - INFO - Epoch [35][3200/3757] lr: 1.000e-03, eta: 9:46:47, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9031, loss_cls: 1.0804, loss: 1.0804, grad_norm: 6.1902 2020-07-26 01:53:18,487 - mmaction - INFO - Epoch [35][3220/3757] lr: 1.000e-03, eta: 9:46:34, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9133, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.3427 2020-07-26 01:53:30,794 - mmaction - INFO - Epoch [35][3240/3757] lr: 1.000e-03, eta: 9:46:22, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.0866, loss: 1.0866, grad_norm: 6.1886 2020-07-26 01:53:42,992 - mmaction - INFO - Epoch [35][3260/3757] lr: 1.000e-03, eta: 9:46:09, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.0986, loss: 1.0986, grad_norm: 6.3257 2020-07-26 01:53:55,061 - mmaction - INFO - Epoch [35][3280/3757] lr: 1.000e-03, eta: 9:45:57, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.0941, loss: 1.0941, grad_norm: 6.3242 2020-07-26 01:54:07,365 - mmaction - INFO - Epoch [35][3300/3757] lr: 1.000e-03, eta: 9:45:44, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.0749, loss: 1.0749, grad_norm: 6.1216 2020-07-26 01:54:19,509 - mmaction - INFO - Epoch [35][3320/3757] lr: 1.000e-03, eta: 9:45:32, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7148, top5_acc: 0.9062, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.4890 2020-07-26 01:54:31,652 - mmaction - INFO - Epoch [35][3340/3757] lr: 1.000e-03, eta: 9:45:20, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.0737, loss: 1.0737, grad_norm: 6.1973 2020-07-26 01:54:43,790 - mmaction - INFO - Epoch [35][3360/3757] lr: 1.000e-03, eta: 9:45:07, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1143, loss: 1.1143, grad_norm: 6.3231 2020-07-26 01:54:55,987 - mmaction - INFO - Epoch [35][3380/3757] lr: 1.000e-03, eta: 9:44:55, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.8945, loss_cls: 1.0690, loss: 1.0690, grad_norm: 6.1021 2020-07-26 01:55:08,182 - mmaction - INFO - Epoch [35][3400/3757] lr: 1.000e-03, eta: 9:44:42, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0554, loss: 1.0554, grad_norm: 6.3403 2020-07-26 01:55:20,428 - mmaction - INFO - Epoch [35][3420/3757] lr: 1.000e-03, eta: 9:44:30, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9023, loss_cls: 1.0930, loss: 1.0930, grad_norm: 6.3626 2020-07-26 01:55:32,554 - mmaction - INFO - Epoch [35][3440/3757] lr: 1.000e-03, eta: 9:44:17, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.9000, loss_cls: 1.1143, loss: 1.1143, grad_norm: 6.3445 2020-07-26 01:55:44,791 - mmaction - INFO - Epoch [35][3460/3757] lr: 1.000e-03, eta: 9:44:05, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1370, loss: 1.1370, grad_norm: 6.6338 2020-07-26 01:55:57,183 - mmaction - INFO - Epoch [35][3480/3757] lr: 1.000e-03, eta: 9:43:52, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0654, loss: 1.0654, grad_norm: 6.2500 2020-07-26 01:56:09,306 - mmaction - INFO - Epoch [35][3500/3757] lr: 1.000e-03, eta: 9:43:40, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0696, loss: 1.0696, grad_norm: 6.2346 2020-07-26 01:56:21,613 - mmaction - INFO - Epoch [35][3520/3757] lr: 1.000e-03, eta: 9:43:28, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8930, loss_cls: 1.0736, loss: 1.0736, grad_norm: 6.2380 2020-07-26 01:56:33,870 - mmaction - INFO - Epoch [35][3540/3757] lr: 1.000e-03, eta: 9:43:15, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8898, loss_cls: 1.1481, loss: 1.1481, grad_norm: 6.3509 2020-07-26 01:56:46,045 - mmaction - INFO - Epoch [35][3560/3757] lr: 1.000e-03, eta: 9:43:03, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0873, loss: 1.0873, grad_norm: 6.2923 2020-07-26 01:56:58,313 - mmaction - INFO - Epoch [35][3580/3757] lr: 1.000e-03, eta: 9:42:50, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1366, loss: 1.1366, grad_norm: 6.1742 2020-07-26 01:57:10,535 - mmaction - INFO - Epoch [35][3600/3757] lr: 1.000e-03, eta: 9:42:38, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.0889 2020-07-26 01:57:22,816 - mmaction - INFO - Epoch [35][3620/3757] lr: 1.000e-03, eta: 9:42:25, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.1036, loss: 1.1036, grad_norm: 6.2818 2020-07-26 01:57:34,940 - mmaction - INFO - Epoch [35][3640/3757] lr: 1.000e-03, eta: 9:42:13, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8961, loss_cls: 1.0504, loss: 1.0504, grad_norm: 6.1530 2020-07-26 01:57:47,138 - mmaction - INFO - Epoch [35][3660/3757] lr: 1.000e-03, eta: 9:42:01, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8914, loss_cls: 1.0807, loss: 1.0807, grad_norm: 6.0987 2020-07-26 01:57:59,341 - mmaction - INFO - Epoch [35][3680/3757] lr: 1.000e-03, eta: 9:41:48, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8977, loss_cls: 1.0912, loss: 1.0912, grad_norm: 6.4460 2020-07-26 01:58:11,627 - mmaction - INFO - Epoch [35][3700/3757] lr: 1.000e-03, eta: 9:41:36, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0475, loss: 1.0475, grad_norm: 6.3872 2020-07-26 01:58:23,882 - mmaction - INFO - Epoch [35][3720/3757] lr: 1.000e-03, eta: 9:41:23, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9062, loss_cls: 1.0746, loss: 1.0746, grad_norm: 6.2397 2020-07-26 01:58:36,085 - mmaction - INFO - Epoch [35][3740/3757] lr: 1.000e-03, eta: 9:41:11, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9047, loss_cls: 1.0810, loss: 1.0810, grad_norm: 6.2782 2020-07-26 01:58:46,325 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-07-26 01:59:08,318 - mmaction - INFO - Epoch [36][20/3757] lr: 1.000e-03, eta: 9:40:47, time: 1.079, data_time: 0.475, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0847, loss: 1.0847, grad_norm: 6.1465 2020-07-26 01:59:20,517 - mmaction - INFO - Epoch [36][40/3757] lr: 1.000e-03, eta: 9:40:35, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0725, loss: 1.0725, grad_norm: 6.1680 2020-07-26 01:59:32,601 - mmaction - INFO - Epoch [36][60/3757] lr: 1.000e-03, eta: 9:40:22, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9086, loss_cls: 1.0732, loss: 1.0732, grad_norm: 6.2802 2020-07-26 01:59:44,797 - mmaction - INFO - Epoch [36][80/3757] lr: 1.000e-03, eta: 9:40:10, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.1250, loss: 1.1250, grad_norm: 6.4192 2020-07-26 01:59:56,800 - mmaction - INFO - Epoch [36][100/3757] lr: 1.000e-03, eta: 9:39:57, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9187, loss_cls: 1.0067, loss: 1.0067, grad_norm: 6.1585 2020-07-26 02:00:09,204 - mmaction - INFO - Epoch [36][120/3757] lr: 1.000e-03, eta: 9:39:45, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9008, loss_cls: 1.0744, loss: 1.0744, grad_norm: 6.1837 2020-07-26 02:00:24,369 - mmaction - INFO - Epoch [36][140/3757] lr: 1.000e-03, eta: 9:39:34, time: 0.751, data_time: 0.007, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9047, loss_cls: 0.9931, loss: 0.9931, grad_norm: 6.2094 2020-07-26 02:00:36,861 - mmaction - INFO - Epoch [36][160/3757] lr: 1.000e-03, eta: 9:39:22, time: 0.630, data_time: 0.032, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9117, loss_cls: 1.0118, loss: 1.0118, grad_norm: 6.1671 2020-07-26 02:00:48,924 - mmaction - INFO - Epoch [36][180/3757] lr: 1.000e-03, eta: 9:39:09, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.0907, loss: 1.0907, grad_norm: 6.1873 2020-07-26 02:01:01,190 - mmaction - INFO - Epoch [36][200/3757] lr: 1.000e-03, eta: 9:38:57, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0455, loss: 1.0455, grad_norm: 6.1994 2020-07-26 02:01:13,426 - mmaction - INFO - Epoch [36][220/3757] lr: 1.000e-03, eta: 9:38:44, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.1722, loss: 1.1722, grad_norm: 6.6026 2020-07-26 02:01:25,680 - mmaction - INFO - Epoch [36][240/3757] lr: 1.000e-03, eta: 9:38:32, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9172, loss_cls: 1.0018, loss: 1.0018, grad_norm: 6.2451 2020-07-26 02:01:37,774 - mmaction - INFO - Epoch [36][260/3757] lr: 1.000e-03, eta: 9:38:19, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1322, loss: 1.1322, grad_norm: 6.5815 2020-07-26 02:01:49,931 - mmaction - INFO - Epoch [36][280/3757] lr: 1.000e-03, eta: 9:38:07, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8984, loss_cls: 1.0467, loss: 1.0467, grad_norm: 6.1571 2020-07-26 02:02:02,178 - mmaction - INFO - Epoch [36][300/3757] lr: 1.000e-03, eta: 9:37:54, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9062, loss_cls: 1.0292, loss: 1.0292, grad_norm: 6.1527 2020-07-26 02:02:14,283 - mmaction - INFO - Epoch [36][320/3757] lr: 1.000e-03, eta: 9:37:42, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0234, loss: 1.0234, grad_norm: 6.3779 2020-07-26 02:02:26,397 - mmaction - INFO - Epoch [36][340/3757] lr: 1.000e-03, eta: 9:37:29, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.2471 2020-07-26 02:02:38,585 - mmaction - INFO - Epoch [36][360/3757] lr: 1.000e-03, eta: 9:37:17, time: 0.607, data_time: 0.009, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9141, loss_cls: 1.0071, loss: 1.0071, grad_norm: 5.9077 2020-07-26 02:02:50,953 - mmaction - INFO - Epoch [36][380/3757] lr: 1.000e-03, eta: 9:37:05, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0324, loss: 1.0324, grad_norm: 6.1313 2020-07-26 02:03:03,556 - mmaction - INFO - Epoch [36][400/3757] lr: 1.000e-03, eta: 9:36:52, time: 0.628, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.9008, loss_cls: 1.0994, loss: 1.0994, grad_norm: 6.4818 2020-07-26 02:03:15,607 - mmaction - INFO - Epoch [36][420/3757] lr: 1.000e-03, eta: 9:36:40, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0831, loss: 1.0831, grad_norm: 6.2791 2020-07-26 02:03:27,826 - mmaction - INFO - Epoch [36][440/3757] lr: 1.000e-03, eta: 9:36:27, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1545, loss: 1.1545, grad_norm: 6.5473 2020-07-26 02:03:39,940 - mmaction - INFO - Epoch [36][460/3757] lr: 1.000e-03, eta: 9:36:15, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0420, loss: 1.0420, grad_norm: 6.2238 2020-07-26 02:03:52,137 - mmaction - INFO - Epoch [36][480/3757] lr: 1.000e-03, eta: 9:36:02, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 1.0193, loss: 1.0193, grad_norm: 6.1150 2020-07-26 02:04:04,276 - mmaction - INFO - Epoch [36][500/3757] lr: 1.000e-03, eta: 9:35:50, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8992, loss_cls: 1.0268, loss: 1.0268, grad_norm: 6.0626 2020-07-26 02:04:16,522 - mmaction - INFO - Epoch [36][520/3757] lr: 1.000e-03, eta: 9:35:38, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9102, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.2949 2020-07-26 02:04:28,813 - mmaction - INFO - Epoch [36][540/3757] lr: 1.000e-03, eta: 9:35:25, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.9047, loss_cls: 1.0861, loss: 1.0861, grad_norm: 6.3853 2020-07-26 02:04:40,974 - mmaction - INFO - Epoch [36][560/3757] lr: 1.000e-03, eta: 9:35:13, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0663, loss: 1.0663, grad_norm: 6.2052 2020-07-26 02:04:53,144 - mmaction - INFO - Epoch [36][580/3757] lr: 1.000e-03, eta: 9:35:00, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9109, loss_cls: 1.0072, loss: 1.0072, grad_norm: 6.1703 2020-07-26 02:05:05,323 - mmaction - INFO - Epoch [36][600/3757] lr: 1.000e-03, eta: 9:34:48, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0796, loss: 1.0796, grad_norm: 6.5629 2020-07-26 02:05:17,649 - mmaction - INFO - Epoch [36][620/3757] lr: 1.000e-03, eta: 9:34:35, time: 0.617, data_time: 0.002, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9117, loss_cls: 1.0117, loss: 1.0117, grad_norm: 6.1168 2020-07-26 02:05:29,820 - mmaction - INFO - Epoch [36][640/3757] lr: 1.000e-03, eta: 9:34:23, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.7367, top5_acc: 0.8977, loss_cls: 1.0486, loss: 1.0486, grad_norm: 6.1139 2020-07-26 02:05:42,157 - mmaction - INFO - Epoch [36][660/3757] lr: 1.000e-03, eta: 9:34:11, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0440, loss: 1.0440, grad_norm: 6.1977 2020-07-26 02:05:54,306 - mmaction - INFO - Epoch [36][680/3757] lr: 1.000e-03, eta: 9:33:58, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1557, loss: 1.1557, grad_norm: 6.3283 2020-07-26 02:06:06,575 - mmaction - INFO - Epoch [36][700/3757] lr: 1.000e-03, eta: 9:33:46, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1436, loss: 1.1436, grad_norm: 6.1927 2020-07-26 02:06:18,803 - mmaction - INFO - Epoch [36][720/3757] lr: 1.000e-03, eta: 9:33:33, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0720, loss: 1.0720, grad_norm: 6.3326 2020-07-26 02:06:30,980 - mmaction - INFO - Epoch [36][740/3757] lr: 1.000e-03, eta: 9:33:21, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7492, top5_acc: 0.8945, loss_cls: 1.0243, loss: 1.0243, grad_norm: 6.1035 2020-07-26 02:06:43,129 - mmaction - INFO - Epoch [36][760/3757] lr: 1.000e-03, eta: 9:33:08, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 1.0337, loss: 1.0337, grad_norm: 6.3304 2020-07-26 02:06:55,469 - mmaction - INFO - Epoch [36][780/3757] lr: 1.000e-03, eta: 9:32:56, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.0884, loss: 1.0884, grad_norm: 6.2642 2020-07-26 02:07:07,641 - mmaction - INFO - Epoch [36][800/3757] lr: 1.000e-03, eta: 9:32:44, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9234, loss_cls: 0.9430, loss: 0.9430, grad_norm: 6.0679 2020-07-26 02:07:19,934 - mmaction - INFO - Epoch [36][820/3757] lr: 1.000e-03, eta: 9:32:31, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 1.0488, loss: 1.0488, grad_norm: 6.1395 2020-07-26 02:07:32,061 - mmaction - INFO - Epoch [36][840/3757] lr: 1.000e-03, eta: 9:32:19, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.0787, loss: 1.0787, grad_norm: 6.1971 2020-07-26 02:07:44,499 - mmaction - INFO - Epoch [36][860/3757] lr: 1.000e-03, eta: 9:32:06, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9031, loss_cls: 1.0587, loss: 1.0587, grad_norm: 6.3440 2020-07-26 02:07:56,592 - mmaction - INFO - Epoch [36][880/3757] lr: 1.000e-03, eta: 9:31:54, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.0648, loss: 1.0648, grad_norm: 6.2733 2020-07-26 02:08:09,047 - mmaction - INFO - Epoch [36][900/3757] lr: 1.000e-03, eta: 9:31:41, time: 0.623, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9172, loss_cls: 1.0338, loss: 1.0338, grad_norm: 6.0738 2020-07-26 02:08:21,128 - mmaction - INFO - Epoch [36][920/3757] lr: 1.000e-03, eta: 9:31:29, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 1.0326, loss: 1.0326, grad_norm: 6.0573 2020-07-26 02:08:33,490 - mmaction - INFO - Epoch [36][940/3757] lr: 1.000e-03, eta: 9:31:17, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.9039, loss_cls: 1.1356, loss: 1.1356, grad_norm: 6.5400 2020-07-26 02:08:45,644 - mmaction - INFO - Epoch [36][960/3757] lr: 1.000e-03, eta: 9:31:04, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9055, loss_cls: 1.1033, loss: 1.1033, grad_norm: 6.4571 2020-07-26 02:08:57,959 - mmaction - INFO - Epoch [36][980/3757] lr: 1.000e-03, eta: 9:30:52, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.3462 2020-07-26 02:09:10,087 - mmaction - INFO - Epoch [36][1000/3757] lr: 1.000e-03, eta: 9:30:39, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.0894, loss: 1.0894, grad_norm: 6.3609 2020-07-26 02:09:22,345 - mmaction - INFO - Epoch [36][1020/3757] lr: 1.000e-03, eta: 9:30:27, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1182, loss: 1.1182, grad_norm: 6.2864 2020-07-26 02:09:34,524 - mmaction - INFO - Epoch [36][1040/3757] lr: 1.000e-03, eta: 9:30:14, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.1086, loss: 1.1086, grad_norm: 6.4133 2020-07-26 02:09:46,786 - mmaction - INFO - Epoch [36][1060/3757] lr: 1.000e-03, eta: 9:30:02, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8977, loss_cls: 1.0997, loss: 1.0997, grad_norm: 6.2802 2020-07-26 02:09:58,996 - mmaction - INFO - Epoch [36][1080/3757] lr: 1.000e-03, eta: 9:29:50, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.7148, top5_acc: 0.9164, loss_cls: 1.0343, loss: 1.0343, grad_norm: 6.3617 2020-07-26 02:10:11,382 - mmaction - INFO - Epoch [36][1100/3757] lr: 1.000e-03, eta: 9:29:37, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0594, loss: 1.0594, grad_norm: 6.0440 2020-07-26 02:10:23,387 - mmaction - INFO - Epoch [36][1120/3757] lr: 1.000e-03, eta: 9:29:25, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9008, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.1664 2020-07-26 02:10:35,660 - mmaction - INFO - Epoch [36][1140/3757] lr: 1.000e-03, eta: 9:29:12, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0818, loss: 1.0818, grad_norm: 6.4013 2020-07-26 02:10:48,036 - mmaction - INFO - Epoch [36][1160/3757] lr: 1.000e-03, eta: 9:29:00, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9141, loss_cls: 1.0159, loss: 1.0159, grad_norm: 6.1200 2020-07-26 02:11:00,144 - mmaction - INFO - Epoch [36][1180/3757] lr: 1.000e-03, eta: 9:28:47, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0157, loss: 1.0157, grad_norm: 6.0216 2020-07-26 02:11:12,379 - mmaction - INFO - Epoch [36][1200/3757] lr: 1.000e-03, eta: 9:28:35, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9219, loss_cls: 1.0420, loss: 1.0420, grad_norm: 6.3367 2020-07-26 02:11:24,671 - mmaction - INFO - Epoch [36][1220/3757] lr: 1.000e-03, eta: 9:28:23, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9008, loss_cls: 1.0785, loss: 1.0785, grad_norm: 6.2976 2020-07-26 02:11:36,931 - mmaction - INFO - Epoch [36][1240/3757] lr: 1.000e-03, eta: 9:28:10, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.0769, loss: 1.0769, grad_norm: 6.3323 2020-07-26 02:11:49,088 - mmaction - INFO - Epoch [36][1260/3757] lr: 1.000e-03, eta: 9:27:58, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0427, loss: 1.0427, grad_norm: 6.2864 2020-07-26 02:12:01,310 - mmaction - INFO - Epoch [36][1280/3757] lr: 1.000e-03, eta: 9:27:45, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9055, loss_cls: 1.0602, loss: 1.0602, grad_norm: 6.4750 2020-07-26 02:12:13,620 - mmaction - INFO - Epoch [36][1300/3757] lr: 1.000e-03, eta: 9:27:33, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 1.0438, loss: 1.0438, grad_norm: 6.1745 2020-07-26 02:12:25,941 - mmaction - INFO - Epoch [36][1320/3757] lr: 1.000e-03, eta: 9:27:20, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0471, loss: 1.0471, grad_norm: 6.3088 2020-07-26 02:12:38,128 - mmaction - INFO - Epoch [36][1340/3757] lr: 1.000e-03, eta: 9:27:08, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9039, loss_cls: 1.0905, loss: 1.0905, grad_norm: 6.4407 2020-07-26 02:12:50,255 - mmaction - INFO - Epoch [36][1360/3757] lr: 1.000e-03, eta: 9:26:56, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8945, loss_cls: 1.1617, loss: 1.1617, grad_norm: 6.5281 2020-07-26 02:13:02,530 - mmaction - INFO - Epoch [36][1380/3757] lr: 1.000e-03, eta: 9:26:43, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9917, loss: 0.9917, grad_norm: 6.0002 2020-07-26 02:13:14,840 - mmaction - INFO - Epoch [36][1400/3757] lr: 1.000e-03, eta: 9:26:31, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9008, loss_cls: 1.0741, loss: 1.0741, grad_norm: 6.3495 2020-07-26 02:13:27,064 - mmaction - INFO - Epoch [36][1420/3757] lr: 1.000e-03, eta: 9:26:18, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1807, loss: 1.1807, grad_norm: 6.6206 2020-07-26 02:13:39,227 - mmaction - INFO - Epoch [36][1440/3757] lr: 1.000e-03, eta: 9:26:06, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9117, loss_cls: 1.0426, loss: 1.0426, grad_norm: 6.3792 2020-07-26 02:13:51,483 - mmaction - INFO - Epoch [36][1460/3757] lr: 1.000e-03, eta: 9:25:53, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0576, loss: 1.0576, grad_norm: 6.0130 2020-07-26 02:14:03,597 - mmaction - INFO - Epoch [36][1480/3757] lr: 1.000e-03, eta: 9:25:41, time: 0.602, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.0814, loss: 1.0814, grad_norm: 6.2783 2020-07-26 02:14:15,774 - mmaction - INFO - Epoch [36][1500/3757] lr: 1.000e-03, eta: 9:25:29, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.0742, loss: 1.0742, grad_norm: 6.0652 2020-07-26 02:14:27,953 - mmaction - INFO - Epoch [36][1520/3757] lr: 1.000e-03, eta: 9:25:16, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0823, loss: 1.0823, grad_norm: 6.2646 2020-07-26 02:14:40,031 - mmaction - INFO - Epoch [36][1540/3757] lr: 1.000e-03, eta: 9:25:04, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9039, loss_cls: 1.0748, loss: 1.0748, grad_norm: 6.3195 2020-07-26 02:14:52,199 - mmaction - INFO - Epoch [36][1560/3757] lr: 1.000e-03, eta: 9:24:51, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9008, loss_cls: 1.0883, loss: 1.0883, grad_norm: 6.4221 2020-07-26 02:15:04,274 - mmaction - INFO - Epoch [36][1580/3757] lr: 1.000e-03, eta: 9:24:39, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 1.0591, loss: 1.0591, grad_norm: 6.2485 2020-07-26 02:15:16,503 - mmaction - INFO - Epoch [36][1600/3757] lr: 1.000e-03, eta: 9:24:26, time: 0.611, data_time: 0.002, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0870, loss: 1.0870, grad_norm: 6.3926 2020-07-26 02:15:28,739 - mmaction - INFO - Epoch [36][1620/3757] lr: 1.000e-03, eta: 9:24:14, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.2791 2020-07-26 02:15:41,084 - mmaction - INFO - Epoch [36][1640/3757] lr: 1.000e-03, eta: 9:24:01, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8938, loss_cls: 1.0966, loss: 1.0966, grad_norm: 6.4019 2020-07-26 02:15:53,258 - mmaction - INFO - Epoch [36][1660/3757] lr: 1.000e-03, eta: 9:23:49, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9133, loss_cls: 1.0200, loss: 1.0200, grad_norm: 6.3443 2020-07-26 02:16:05,605 - mmaction - INFO - Epoch [36][1680/3757] lr: 1.000e-03, eta: 9:23:37, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9078, loss_cls: 1.0541, loss: 1.0541, grad_norm: 6.3765 2020-07-26 02:16:17,761 - mmaction - INFO - Epoch [36][1700/3757] lr: 1.000e-03, eta: 9:23:24, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9109, loss_cls: 1.0199, loss: 1.0199, grad_norm: 6.2344 2020-07-26 02:16:30,044 - mmaction - INFO - Epoch [36][1720/3757] lr: 1.000e-03, eta: 9:23:12, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9078, loss_cls: 1.0372, loss: 1.0372, grad_norm: 6.2569 2020-07-26 02:16:42,148 - mmaction - INFO - Epoch [36][1740/3757] lr: 1.000e-03, eta: 9:22:59, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8867, loss_cls: 1.1034, loss: 1.1034, grad_norm: 6.2193 2020-07-26 02:16:54,360 - mmaction - INFO - Epoch [36][1760/3757] lr: 1.000e-03, eta: 9:22:47, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9016, loss_cls: 1.0826, loss: 1.0826, grad_norm: 6.2652 2020-07-26 02:17:06,517 - mmaction - INFO - Epoch [36][1780/3757] lr: 1.000e-03, eta: 9:22:34, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0532, loss: 1.0532, grad_norm: 6.3222 2020-07-26 02:17:18,535 - mmaction - INFO - Epoch [36][1800/3757] lr: 1.000e-03, eta: 9:22:22, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8922, loss_cls: 1.0735, loss: 1.0735, grad_norm: 6.1474 2020-07-26 02:17:30,915 - mmaction - INFO - Epoch [36][1820/3757] lr: 1.000e-03, eta: 9:22:09, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0728, loss: 1.0728, grad_norm: 6.3737 2020-07-26 02:17:43,524 - mmaction - INFO - Epoch [36][1840/3757] lr: 1.000e-03, eta: 9:21:57, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1081, loss: 1.1081, grad_norm: 6.6336 2020-07-26 02:17:55,825 - mmaction - INFO - Epoch [36][1860/3757] lr: 1.000e-03, eta: 9:21:45, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9000, loss_cls: 1.0902, loss: 1.0902, grad_norm: 6.4504 2020-07-26 02:18:07,982 - mmaction - INFO - Epoch [36][1880/3757] lr: 1.000e-03, eta: 9:21:32, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.0925, loss: 1.0925, grad_norm: 6.4421 2020-07-26 02:18:20,184 - mmaction - INFO - Epoch [36][1900/3757] lr: 1.000e-03, eta: 9:21:20, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 1.0112, loss: 1.0112, grad_norm: 6.1358 2020-07-26 02:18:32,457 - mmaction - INFO - Epoch [36][1920/3757] lr: 1.000e-03, eta: 9:21:07, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.9495, loss: 0.9495, grad_norm: 5.9225 2020-07-26 02:18:44,708 - mmaction - INFO - Epoch [36][1940/3757] lr: 1.000e-03, eta: 9:20:55, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9102, loss_cls: 1.0448, loss: 1.0448, grad_norm: 6.4511 2020-07-26 02:18:56,741 - mmaction - INFO - Epoch [36][1960/3757] lr: 1.000e-03, eta: 9:20:43, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9141, loss_cls: 0.9922, loss: 0.9922, grad_norm: 6.2676 2020-07-26 02:19:09,057 - mmaction - INFO - Epoch [36][1980/3757] lr: 1.000e-03, eta: 9:20:30, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9039, loss_cls: 1.0603, loss: 1.0603, grad_norm: 6.4016 2020-07-26 02:19:21,238 - mmaction - INFO - Epoch [36][2000/3757] lr: 1.000e-03, eta: 9:20:18, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0508, loss: 1.0508, grad_norm: 6.1687 2020-07-26 02:19:33,519 - mmaction - INFO - Epoch [36][2020/3757] lr: 1.000e-03, eta: 9:20:05, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1324, loss: 1.1324, grad_norm: 6.5207 2020-07-26 02:19:45,646 - mmaction - INFO - Epoch [36][2040/3757] lr: 1.000e-03, eta: 9:19:53, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0939, loss: 1.0939, grad_norm: 6.5358 2020-07-26 02:19:57,879 - mmaction - INFO - Epoch [36][2060/3757] lr: 1.000e-03, eta: 9:19:40, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.9031, loss_cls: 1.0770, loss: 1.0770, grad_norm: 6.4117 2020-07-26 02:20:10,157 - mmaction - INFO - Epoch [36][2080/3757] lr: 1.000e-03, eta: 9:19:28, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0126, loss: 1.0126, grad_norm: 6.2640 2020-07-26 02:20:22,426 - mmaction - INFO - Epoch [36][2100/3757] lr: 1.000e-03, eta: 9:19:16, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.2337 2020-07-26 02:20:34,620 - mmaction - INFO - Epoch [36][2120/3757] lr: 1.000e-03, eta: 9:19:03, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7156, top5_acc: 0.9086, loss_cls: 1.1091, loss: 1.1091, grad_norm: 6.4726 2020-07-26 02:20:47,062 - mmaction - INFO - Epoch [36][2140/3757] lr: 1.000e-03, eta: 9:18:51, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9031, loss_cls: 1.0846, loss: 1.0846, grad_norm: 6.4849 2020-07-26 02:20:59,237 - mmaction - INFO - Epoch [36][2160/3757] lr: 1.000e-03, eta: 9:18:38, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0381, loss: 1.0381, grad_norm: 6.3304 2020-07-26 02:21:11,412 - mmaction - INFO - Epoch [36][2180/3757] lr: 1.000e-03, eta: 9:18:26, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1200, loss: 1.1200, grad_norm: 6.4085 2020-07-26 02:21:23,468 - mmaction - INFO - Epoch [36][2200/3757] lr: 1.000e-03, eta: 9:18:13, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.0747, loss: 1.0747, grad_norm: 6.2196 2020-07-26 02:21:35,653 - mmaction - INFO - Epoch [36][2220/3757] lr: 1.000e-03, eta: 9:18:01, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1119, loss: 1.1119, grad_norm: 6.5174 2020-07-26 02:21:47,906 - mmaction - INFO - Epoch [36][2240/3757] lr: 1.000e-03, eta: 9:17:49, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1655, loss: 1.1655, grad_norm: 6.4557 2020-07-26 02:22:00,471 - mmaction - INFO - Epoch [36][2260/3757] lr: 1.000e-03, eta: 9:17:36, time: 0.623, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.0675, loss: 1.0675, grad_norm: 6.2509 2020-07-26 02:22:12,516 - mmaction - INFO - Epoch [36][2280/3757] lr: 1.000e-03, eta: 9:17:24, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9141, loss_cls: 0.9761, loss: 0.9761, grad_norm: 6.1095 2020-07-26 02:22:24,766 - mmaction - INFO - Epoch [36][2300/3757] lr: 1.000e-03, eta: 9:17:11, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0655, loss: 1.0655, grad_norm: 6.3057 2020-07-26 02:22:36,997 - mmaction - INFO - Epoch [36][2320/3757] lr: 1.000e-03, eta: 9:16:59, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.8914, loss_cls: 1.0917, loss: 1.0917, grad_norm: 6.4438 2020-07-26 02:22:49,100 - mmaction - INFO - Epoch [36][2340/3757] lr: 1.000e-03, eta: 9:16:46, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9125, loss_cls: 1.0399, loss: 1.0399, grad_norm: 6.2817 2020-07-26 02:23:01,381 - mmaction - INFO - Epoch [36][2360/3757] lr: 1.000e-03, eta: 9:16:34, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1367, loss: 1.1367, grad_norm: 6.5212 2020-07-26 02:23:13,675 - mmaction - INFO - Epoch [36][2380/3757] lr: 1.000e-03, eta: 9:16:22, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8984, loss_cls: 1.1164, loss: 1.1164, grad_norm: 6.5723 2020-07-26 02:23:26,124 - mmaction - INFO - Epoch [36][2400/3757] lr: 1.000e-03, eta: 9:16:09, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9039, loss_cls: 1.0389, loss: 1.0389, grad_norm: 6.4398 2020-07-26 02:23:38,377 - mmaction - INFO - Epoch [36][2420/3757] lr: 1.000e-03, eta: 9:15:57, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.1170, loss: 1.1170, grad_norm: 6.5048 2020-07-26 02:23:50,623 - mmaction - INFO - Epoch [36][2440/3757] lr: 1.000e-03, eta: 9:15:44, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.0717, loss: 1.0717, grad_norm: 6.3495 2020-07-26 02:24:02,652 - mmaction - INFO - Epoch [36][2460/3757] lr: 1.000e-03, eta: 9:15:32, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0375, loss: 1.0375, grad_norm: 6.3122 2020-07-26 02:24:14,897 - mmaction - INFO - Epoch [36][2480/3757] lr: 1.000e-03, eta: 9:15:20, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9133, loss_cls: 0.9907, loss: 0.9907, grad_norm: 6.0735 2020-07-26 02:24:27,054 - mmaction - INFO - Epoch [36][2500/3757] lr: 1.000e-03, eta: 9:15:07, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.0990, loss: 1.0990, grad_norm: 6.3845 2020-07-26 02:24:39,108 - mmaction - INFO - Epoch [36][2520/3757] lr: 1.000e-03, eta: 9:14:55, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9117, loss_cls: 0.9954, loss: 0.9954, grad_norm: 6.1432 2020-07-26 02:24:51,387 - mmaction - INFO - Epoch [36][2540/3757] lr: 1.000e-03, eta: 9:14:42, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.2370 2020-07-26 02:25:03,520 - mmaction - INFO - Epoch [36][2560/3757] lr: 1.000e-03, eta: 9:14:30, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8977, loss_cls: 1.1128, loss: 1.1128, grad_norm: 6.4219 2020-07-26 02:25:15,645 - mmaction - INFO - Epoch [36][2580/3757] lr: 1.000e-03, eta: 9:14:17, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1480, loss: 1.1480, grad_norm: 6.4018 2020-07-26 02:25:27,844 - mmaction - INFO - Epoch [36][2600/3757] lr: 1.000e-03, eta: 9:14:05, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9102, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.2606 2020-07-26 02:25:39,938 - mmaction - INFO - Epoch [36][2620/3757] lr: 1.000e-03, eta: 9:13:52, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1416, loss: 1.1416, grad_norm: 6.5192 2020-07-26 02:25:52,268 - mmaction - INFO - Epoch [36][2640/3757] lr: 1.000e-03, eta: 9:13:40, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0329, loss: 1.0329, grad_norm: 6.1978 2020-07-26 02:26:04,261 - mmaction - INFO - Epoch [36][2660/3757] lr: 1.000e-03, eta: 9:13:27, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.0554, loss: 1.0554, grad_norm: 6.1796 2020-07-26 02:26:16,436 - mmaction - INFO - Epoch [36][2680/3757] lr: 1.000e-03, eta: 9:13:15, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9094, loss_cls: 1.0298, loss: 1.0298, grad_norm: 6.3618 2020-07-26 02:26:28,486 - mmaction - INFO - Epoch [36][2700/3757] lr: 1.000e-03, eta: 9:13:02, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0633, loss: 1.0633, grad_norm: 6.3937 2020-07-26 02:26:40,762 - mmaction - INFO - Epoch [36][2720/3757] lr: 1.000e-03, eta: 9:12:50, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8953, loss_cls: 1.1172, loss: 1.1172, grad_norm: 6.3233 2020-07-26 02:26:53,027 - mmaction - INFO - Epoch [36][2740/3757] lr: 1.000e-03, eta: 9:12:38, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0654, loss: 1.0654, grad_norm: 6.2800 2020-07-26 02:27:05,377 - mmaction - INFO - Epoch [36][2760/3757] lr: 1.000e-03, eta: 9:12:25, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8836, loss_cls: 1.0747, loss: 1.0747, grad_norm: 6.0187 2020-07-26 02:27:17,575 - mmaction - INFO - Epoch [36][2780/3757] lr: 1.000e-03, eta: 9:12:13, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9055, loss_cls: 1.0489, loss: 1.0489, grad_norm: 6.3899 2020-07-26 02:27:29,788 - mmaction - INFO - Epoch [36][2800/3757] lr: 1.000e-03, eta: 9:12:00, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9055, loss_cls: 1.0422, loss: 1.0422, grad_norm: 6.2562 2020-07-26 02:27:42,463 - mmaction - INFO - Epoch [36][2820/3757] lr: 1.000e-03, eta: 9:11:48, time: 0.634, data_time: 0.003, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1396, loss: 1.1396, grad_norm: 6.6497 2020-07-26 02:27:54,597 - mmaction - INFO - Epoch [36][2840/3757] lr: 1.000e-03, eta: 9:11:36, time: 0.607, data_time: 0.002, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.0750, loss: 1.0750, grad_norm: 6.2996 2020-07-26 02:28:06,958 - mmaction - INFO - Epoch [36][2860/3757] lr: 1.000e-03, eta: 9:11:23, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 0.9951, loss: 0.9951, grad_norm: 6.2268 2020-07-26 02:28:19,122 - mmaction - INFO - Epoch [36][2880/3757] lr: 1.000e-03, eta: 9:11:11, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8859, loss_cls: 1.0911, loss: 1.0911, grad_norm: 6.3135 2020-07-26 02:28:31,371 - mmaction - INFO - Epoch [36][2900/3757] lr: 1.000e-03, eta: 9:10:58, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7430, top5_acc: 0.8992, loss_cls: 1.0475, loss: 1.0475, grad_norm: 6.1179 2020-07-26 02:28:43,384 - mmaction - INFO - Epoch [36][2920/3757] lr: 1.000e-03, eta: 9:10:46, time: 0.602, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0276, loss: 1.0276, grad_norm: 6.1920 2020-07-26 02:28:55,652 - mmaction - INFO - Epoch [36][2940/3757] lr: 1.000e-03, eta: 9:10:34, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1136, loss: 1.1136, grad_norm: 6.3016 2020-07-26 02:29:07,979 - mmaction - INFO - Epoch [36][2960/3757] lr: 1.000e-03, eta: 9:10:21, time: 0.615, data_time: 0.003, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.0867, loss: 1.0867, grad_norm: 6.2609 2020-07-26 02:29:20,289 - mmaction - INFO - Epoch [36][2980/3757] lr: 1.000e-03, eta: 9:10:09, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9117, loss_cls: 1.0475, loss: 1.0475, grad_norm: 6.3440 2020-07-26 02:29:32,521 - mmaction - INFO - Epoch [36][3000/3757] lr: 1.000e-03, eta: 9:09:56, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1434, loss: 1.1434, grad_norm: 6.6003 2020-07-26 02:29:44,696 - mmaction - INFO - Epoch [36][3020/3757] lr: 1.000e-03, eta: 9:09:44, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8938, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.1642 2020-07-26 02:29:56,859 - mmaction - INFO - Epoch [36][3040/3757] lr: 1.000e-03, eta: 9:09:31, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1466, loss: 1.1466, grad_norm: 6.7322 2020-07-26 02:30:09,104 - mmaction - INFO - Epoch [36][3060/3757] lr: 1.000e-03, eta: 9:09:19, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0621, loss: 1.0621, grad_norm: 6.3473 2020-07-26 02:30:21,318 - mmaction - INFO - Epoch [36][3080/3757] lr: 1.000e-03, eta: 9:09:07, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8773, loss_cls: 1.2498, loss: 1.2498, grad_norm: 6.7962 2020-07-26 02:30:33,492 - mmaction - INFO - Epoch [36][3100/3757] lr: 1.000e-03, eta: 9:08:54, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1117, loss: 1.1117, grad_norm: 6.4215 2020-07-26 02:30:45,739 - mmaction - INFO - Epoch [36][3120/3757] lr: 1.000e-03, eta: 9:08:42, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0603, loss: 1.0603, grad_norm: 5.9572 2020-07-26 02:30:57,953 - mmaction - INFO - Epoch [36][3140/3757] lr: 1.000e-03, eta: 9:08:29, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9133, loss_cls: 1.0956, loss: 1.0956, grad_norm: 6.3904 2020-07-26 02:31:10,004 - mmaction - INFO - Epoch [36][3160/3757] lr: 1.000e-03, eta: 9:08:17, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8953, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.2408 2020-07-26 02:31:22,182 - mmaction - INFO - Epoch [36][3180/3757] lr: 1.000e-03, eta: 9:08:04, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0452, loss: 1.0452, grad_norm: 6.0490 2020-07-26 02:31:34,457 - mmaction - INFO - Epoch [36][3200/3757] lr: 1.000e-03, eta: 9:07:52, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1882, loss: 1.1882, grad_norm: 6.5109 2020-07-26 02:31:46,770 - mmaction - INFO - Epoch [36][3220/3757] lr: 1.000e-03, eta: 9:07:40, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9031, loss_cls: 1.1049, loss: 1.1049, grad_norm: 6.3123 2020-07-26 02:31:58,914 - mmaction - INFO - Epoch [36][3240/3757] lr: 1.000e-03, eta: 9:07:27, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.9008, loss_cls: 1.1346, loss: 1.1346, grad_norm: 6.6162 2020-07-26 02:32:11,149 - mmaction - INFO - Epoch [36][3260/3757] lr: 1.000e-03, eta: 9:07:15, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 1.0123, loss: 1.0123, grad_norm: 6.1678 2020-07-26 02:32:23,225 - mmaction - INFO - Epoch [36][3280/3757] lr: 1.000e-03, eta: 9:07:02, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.0871, loss: 1.0871, grad_norm: 6.5126 2020-07-26 02:32:35,331 - mmaction - INFO - Epoch [36][3300/3757] lr: 1.000e-03, eta: 9:06:50, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9102, loss_cls: 1.0690, loss: 1.0690, grad_norm: 6.3943 2020-07-26 02:32:47,457 - mmaction - INFO - Epoch [36][3320/3757] lr: 1.000e-03, eta: 9:06:37, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8977, loss_cls: 1.0840, loss: 1.0840, grad_norm: 6.5326 2020-07-26 02:32:59,924 - mmaction - INFO - Epoch [36][3340/3757] lr: 1.000e-03, eta: 9:06:25, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9008, loss_cls: 1.0697, loss: 1.0697, grad_norm: 6.3531 2020-07-26 02:33:12,102 - mmaction - INFO - Epoch [36][3360/3757] lr: 1.000e-03, eta: 9:06:13, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.0885, loss: 1.0885, grad_norm: 6.2642 2020-07-26 02:33:24,368 - mmaction - INFO - Epoch [36][3380/3757] lr: 1.000e-03, eta: 9:06:00, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1096, loss: 1.1096, grad_norm: 6.2206 2020-07-26 02:33:36,701 - mmaction - INFO - Epoch [36][3400/3757] lr: 1.000e-03, eta: 9:05:48, time: 0.623, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1136, loss: 1.1136, grad_norm: 6.4384 2020-07-26 02:33:49,023 - mmaction - INFO - Epoch [36][3420/3757] lr: 1.000e-03, eta: 9:05:35, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0423, loss: 1.0423, grad_norm: 6.4167 2020-07-26 02:34:01,077 - mmaction - INFO - Epoch [36][3440/3757] lr: 1.000e-03, eta: 9:05:23, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1161, loss: 1.1161, grad_norm: 6.3761 2020-07-26 02:34:13,474 - mmaction - INFO - Epoch [36][3460/3757] lr: 1.000e-03, eta: 9:05:10, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.9016, loss_cls: 1.1209, loss: 1.1209, grad_norm: 6.5165 2020-07-26 02:34:25,598 - mmaction - INFO - Epoch [36][3480/3757] lr: 1.000e-03, eta: 9:04:58, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8953, loss_cls: 1.1459, loss: 1.1459, grad_norm: 6.3365 2020-07-26 02:34:37,769 - mmaction - INFO - Epoch [36][3500/3757] lr: 1.000e-03, eta: 9:04:46, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9055, loss_cls: 1.0986, loss: 1.0986, grad_norm: 6.4718 2020-07-26 02:34:50,029 - mmaction - INFO - Epoch [36][3520/3757] lr: 1.000e-03, eta: 9:04:33, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.0925, loss: 1.0925, grad_norm: 6.3833 2020-07-26 02:35:02,378 - mmaction - INFO - Epoch [36][3540/3757] lr: 1.000e-03, eta: 9:04:21, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0667, loss: 1.0667, grad_norm: 6.4950 2020-07-26 02:35:14,369 - mmaction - INFO - Epoch [36][3560/3757] lr: 1.000e-03, eta: 9:04:08, time: 0.599, data_time: 0.002, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.1028, loss: 1.1028, grad_norm: 6.4753 2020-07-26 02:35:26,619 - mmaction - INFO - Epoch [36][3580/3757] lr: 1.000e-03, eta: 9:03:56, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 1.0542, loss: 1.0542, grad_norm: 6.2169 2020-07-26 02:35:38,992 - mmaction - INFO - Epoch [36][3600/3757] lr: 1.000e-03, eta: 9:03:43, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.1059, loss: 1.1059, grad_norm: 6.5441 2020-07-26 02:35:51,015 - mmaction - INFO - Epoch [36][3620/3757] lr: 1.000e-03, eta: 9:03:31, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8906, loss_cls: 1.1591, loss: 1.1591, grad_norm: 6.6396 2020-07-26 02:36:03,226 - mmaction - INFO - Epoch [36][3640/3757] lr: 1.000e-03, eta: 9:03:19, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.0935, loss: 1.0935, grad_norm: 6.2746 2020-07-26 02:36:15,372 - mmaction - INFO - Epoch [36][3660/3757] lr: 1.000e-03, eta: 9:03:06, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9016, loss_cls: 1.0471, loss: 1.0471, grad_norm: 6.2977 2020-07-26 02:36:27,535 - mmaction - INFO - Epoch [36][3680/3757] lr: 1.000e-03, eta: 9:02:54, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9133, loss_cls: 0.9841, loss: 0.9841, grad_norm: 6.1762 2020-07-26 02:36:39,754 - mmaction - INFO - Epoch [36][3700/3757] lr: 1.000e-03, eta: 9:02:41, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1514, loss: 1.1514, grad_norm: 6.4695 2020-07-26 02:36:51,984 - mmaction - INFO - Epoch [36][3720/3757] lr: 1.000e-03, eta: 9:02:29, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9164, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.0413 2020-07-26 02:37:04,180 - mmaction - INFO - Epoch [36][3740/3757] lr: 1.000e-03, eta: 9:02:16, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.1546 2020-07-26 02:37:14,559 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-07-26 02:37:41,057 - mmaction - INFO - Epoch [37][20/3757] lr: 1.000e-03, eta: 9:01:55, time: 1.294, data_time: 0.658, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0693, loss: 1.0693, grad_norm: 6.2907 2020-07-26 02:37:53,071 - mmaction - INFO - Epoch [37][40/3757] lr: 1.000e-03, eta: 9:01:42, time: 0.602, data_time: 0.002, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9141, loss_cls: 1.0244, loss: 1.0244, grad_norm: 6.2646 2020-07-26 02:38:05,235 - mmaction - INFO - Epoch [37][60/3757] lr: 1.000e-03, eta: 9:01:30, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9242, loss_cls: 0.9882, loss: 0.9882, grad_norm: 6.2042 2020-07-26 02:38:17,552 - mmaction - INFO - Epoch [37][80/3757] lr: 1.000e-03, eta: 9:01:17, time: 0.616, data_time: 0.002, memory: 7079, top1_acc: 0.7453, top5_acc: 0.8977, loss_cls: 1.0226, loss: 1.0226, grad_norm: 6.1525 2020-07-26 02:38:29,697 - mmaction - INFO - Epoch [37][100/3757] lr: 1.000e-03, eta: 9:01:05, time: 0.607, data_time: 0.002, memory: 7079, top1_acc: 0.7422, top5_acc: 0.8953, loss_cls: 1.0541, loss: 1.0541, grad_norm: 6.2203 2020-07-26 02:38:41,943 - mmaction - INFO - Epoch [37][120/3757] lr: 1.000e-03, eta: 9:00:52, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.0706, loss: 1.0706, grad_norm: 6.3312 2020-07-26 02:38:54,214 - mmaction - INFO - Epoch [37][140/3757] lr: 1.000e-03, eta: 9:00:40, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.0545, loss: 1.0545, grad_norm: 6.2374 2020-07-26 02:39:06,339 - mmaction - INFO - Epoch [37][160/3757] lr: 1.000e-03, eta: 9:00:28, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8930, loss_cls: 1.0674, loss: 1.0674, grad_norm: 6.0829 2020-07-26 02:39:18,475 - mmaction - INFO - Epoch [37][180/3757] lr: 1.000e-03, eta: 9:00:15, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8969, loss_cls: 1.1012, loss: 1.1012, grad_norm: 6.4077 2020-07-26 02:39:30,621 - mmaction - INFO - Epoch [37][200/3757] lr: 1.000e-03, eta: 9:00:03, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9000, loss_cls: 1.0308, loss: 1.0308, grad_norm: 6.2867 2020-07-26 02:39:42,717 - mmaction - INFO - Epoch [37][220/3757] lr: 1.000e-03, eta: 8:59:50, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9094, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.3924 2020-07-26 02:39:54,783 - mmaction - INFO - Epoch [37][240/3757] lr: 1.000e-03, eta: 8:59:38, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9117, loss_cls: 1.0505, loss: 1.0505, grad_norm: 6.3640 2020-07-26 02:40:07,095 - mmaction - INFO - Epoch [37][260/3757] lr: 1.000e-03, eta: 8:59:25, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.0933, loss: 1.0933, grad_norm: 6.6157 2020-07-26 02:40:19,326 - mmaction - INFO - Epoch [37][280/3757] lr: 1.000e-03, eta: 8:59:13, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.0650, loss: 1.0650, grad_norm: 6.5519 2020-07-26 02:40:31,624 - mmaction - INFO - Epoch [37][300/3757] lr: 1.000e-03, eta: 8:59:00, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.0586, loss: 1.0586, grad_norm: 6.2579 2020-07-26 02:40:43,743 - mmaction - INFO - Epoch [37][320/3757] lr: 1.000e-03, eta: 8:58:48, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8906, loss_cls: 1.1032, loss: 1.1032, grad_norm: 6.5148 2020-07-26 02:40:55,991 - mmaction - INFO - Epoch [37][340/3757] lr: 1.000e-03, eta: 8:58:36, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9078, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.5415 2020-07-26 02:41:08,155 - mmaction - INFO - Epoch [37][360/3757] lr: 1.000e-03, eta: 8:58:23, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9055, loss_cls: 1.0532, loss: 1.0532, grad_norm: 6.2977 2020-07-26 02:41:20,440 - mmaction - INFO - Epoch [37][380/3757] lr: 1.000e-03, eta: 8:58:11, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8938, loss_cls: 1.0798, loss: 1.0798, grad_norm: 6.2722 2020-07-26 02:41:32,693 - mmaction - INFO - Epoch [37][400/3757] lr: 1.000e-03, eta: 8:57:58, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0449, loss: 1.0449, grad_norm: 6.2464 2020-07-26 02:41:45,001 - mmaction - INFO - Epoch [37][420/3757] lr: 1.000e-03, eta: 8:57:46, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9195, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.2267 2020-07-26 02:41:57,153 - mmaction - INFO - Epoch [37][440/3757] lr: 1.000e-03, eta: 8:57:34, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1492, loss: 1.1492, grad_norm: 6.5513 2020-07-26 02:42:09,342 - mmaction - INFO - Epoch [37][460/3757] lr: 1.000e-03, eta: 8:57:21, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 1.0234, loss: 1.0234, grad_norm: 6.1423 2020-07-26 02:42:21,456 - mmaction - INFO - Epoch [37][480/3757] lr: 1.000e-03, eta: 8:57:09, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0450, loss: 1.0450, grad_norm: 6.2787 2020-07-26 02:42:33,654 - mmaction - INFO - Epoch [37][500/3757] lr: 1.000e-03, eta: 8:56:56, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0466, loss: 1.0466, grad_norm: 6.2285 2020-07-26 02:42:45,787 - mmaction - INFO - Epoch [37][520/3757] lr: 1.000e-03, eta: 8:56:44, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 1.0110, loss: 1.0110, grad_norm: 6.2601 2020-07-26 02:42:57,916 - mmaction - INFO - Epoch [37][540/3757] lr: 1.000e-03, eta: 8:56:31, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9031, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.5369 2020-07-26 02:43:10,156 - mmaction - INFO - Epoch [37][560/3757] lr: 1.000e-03, eta: 8:56:19, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.1740 2020-07-26 02:43:22,421 - mmaction - INFO - Epoch [37][580/3757] lr: 1.000e-03, eta: 8:56:06, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8984, loss_cls: 1.0985, loss: 1.0985, grad_norm: 6.4134 2020-07-26 02:43:34,551 - mmaction - INFO - Epoch [37][600/3757] lr: 1.000e-03, eta: 8:55:54, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0880, loss: 1.0880, grad_norm: 6.2798 2020-07-26 02:43:46,796 - mmaction - INFO - Epoch [37][620/3757] lr: 1.000e-03, eta: 8:55:42, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0483, loss: 1.0483, grad_norm: 6.0393 2020-07-26 02:43:59,074 - mmaction - INFO - Epoch [37][640/3757] lr: 1.000e-03, eta: 8:55:29, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9055, loss_cls: 1.0550, loss: 1.0550, grad_norm: 6.2897 2020-07-26 02:44:11,358 - mmaction - INFO - Epoch [37][660/3757] lr: 1.000e-03, eta: 8:55:17, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.0923, loss: 1.0923, grad_norm: 6.3907 2020-07-26 02:44:23,501 - mmaction - INFO - Epoch [37][680/3757] lr: 1.000e-03, eta: 8:55:04, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.0450, loss: 1.0450, grad_norm: 6.2338 2020-07-26 02:44:35,668 - mmaction - INFO - Epoch [37][700/3757] lr: 1.000e-03, eta: 8:54:52, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.0719, loss: 1.0719, grad_norm: 6.3516 2020-07-26 02:44:47,902 - mmaction - INFO - Epoch [37][720/3757] lr: 1.000e-03, eta: 8:54:39, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0707, loss: 1.0707, grad_norm: 6.4056 2020-07-26 02:45:00,168 - mmaction - INFO - Epoch [37][740/3757] lr: 1.000e-03, eta: 8:54:27, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.3735 2020-07-26 02:45:12,403 - mmaction - INFO - Epoch [37][760/3757] lr: 1.000e-03, eta: 8:54:15, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9148, loss_cls: 1.0233, loss: 1.0233, grad_norm: 6.2197 2020-07-26 02:45:24,783 - mmaction - INFO - Epoch [37][780/3757] lr: 1.000e-03, eta: 8:54:02, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1269, loss: 1.1269, grad_norm: 6.3631 2020-07-26 02:45:36,901 - mmaction - INFO - Epoch [37][800/3757] lr: 1.000e-03, eta: 8:53:50, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7156, top5_acc: 0.9062, loss_cls: 1.0777, loss: 1.0777, grad_norm: 6.4314 2020-07-26 02:45:49,178 - mmaction - INFO - Epoch [37][820/3757] lr: 1.000e-03, eta: 8:53:37, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7406, top5_acc: 0.8898, loss_cls: 1.1304, loss: 1.1304, grad_norm: 6.4748 2020-07-26 02:46:01,249 - mmaction - INFO - Epoch [37][840/3757] lr: 1.000e-03, eta: 8:53:25, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9008, loss_cls: 1.0395, loss: 1.0395, grad_norm: 6.2794 2020-07-26 02:46:13,535 - mmaction - INFO - Epoch [37][860/3757] lr: 1.000e-03, eta: 8:53:13, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.0803, loss: 1.0803, grad_norm: 6.2300 2020-07-26 02:46:25,703 - mmaction - INFO - Epoch [37][880/3757] lr: 1.000e-03, eta: 8:53:00, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9227, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.2397 2020-07-26 02:46:37,931 - mmaction - INFO - Epoch [37][900/3757] lr: 1.000e-03, eta: 8:52:48, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9047, loss_cls: 1.0317, loss: 1.0317, grad_norm: 6.2805 2020-07-26 02:46:50,112 - mmaction - INFO - Epoch [37][920/3757] lr: 1.000e-03, eta: 8:52:35, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0828, loss: 1.0828, grad_norm: 6.2620 2020-07-26 02:47:02,424 - mmaction - INFO - Epoch [37][940/3757] lr: 1.000e-03, eta: 8:52:23, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9039, loss_cls: 1.0395, loss: 1.0395, grad_norm: 6.3496 2020-07-26 02:47:14,583 - mmaction - INFO - Epoch [37][960/3757] lr: 1.000e-03, eta: 8:52:10, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.0759, loss: 1.0759, grad_norm: 6.4239 2020-07-26 02:47:26,853 - mmaction - INFO - Epoch [37][980/3757] lr: 1.000e-03, eta: 8:51:58, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.1401 2020-07-26 02:47:39,073 - mmaction - INFO - Epoch [37][1000/3757] lr: 1.000e-03, eta: 8:51:46, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.0823, loss: 1.0823, grad_norm: 6.2326 2020-07-26 02:47:51,310 - mmaction - INFO - Epoch [37][1020/3757] lr: 1.000e-03, eta: 8:51:33, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.0770, loss: 1.0770, grad_norm: 6.4707 2020-07-26 02:48:03,549 - mmaction - INFO - Epoch [37][1040/3757] lr: 1.000e-03, eta: 8:51:21, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0451, loss: 1.0451, grad_norm: 6.1643 2020-07-26 02:48:15,737 - mmaction - INFO - Epoch [37][1060/3757] lr: 1.000e-03, eta: 8:51:08, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.5727 2020-07-26 02:48:28,102 - mmaction - INFO - Epoch [37][1080/3757] lr: 1.000e-03, eta: 8:50:56, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 1.0226, loss: 1.0226, grad_norm: 6.1590 2020-07-26 02:48:40,103 - mmaction - INFO - Epoch [37][1100/3757] lr: 1.000e-03, eta: 8:50:43, time: 0.604, data_time: 0.010, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9086, loss_cls: 0.9965, loss: 0.9965, grad_norm: 6.1891 2020-07-26 02:48:52,371 - mmaction - INFO - Epoch [37][1120/3757] lr: 1.000e-03, eta: 8:50:31, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 1.0373, loss: 1.0373, grad_norm: 6.3093 2020-07-26 02:49:04,477 - mmaction - INFO - Epoch [37][1140/3757] lr: 1.000e-03, eta: 8:50:19, time: 0.605, data_time: 0.001, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0458, loss: 1.0458, grad_norm: 6.2037 2020-07-26 02:49:16,824 - mmaction - INFO - Epoch [37][1160/3757] lr: 1.000e-03, eta: 8:50:06, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9047, loss_cls: 1.0761, loss: 1.0761, grad_norm: 6.5242 2020-07-26 02:49:28,871 - mmaction - INFO - Epoch [37][1180/3757] lr: 1.000e-03, eta: 8:49:54, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0504, loss: 1.0504, grad_norm: 6.1922 2020-07-26 02:49:41,156 - mmaction - INFO - Epoch [37][1200/3757] lr: 1.000e-03, eta: 8:49:41, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.4999 2020-07-26 02:49:53,306 - mmaction - INFO - Epoch [37][1220/3757] lr: 1.000e-03, eta: 8:49:29, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1421, loss: 1.1421, grad_norm: 6.7004 2020-07-26 02:50:05,594 - mmaction - INFO - Epoch [37][1240/3757] lr: 1.000e-03, eta: 8:49:16, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.0793, loss: 1.0793, grad_norm: 6.4800 2020-07-26 02:50:17,822 - mmaction - INFO - Epoch [37][1260/3757] lr: 1.000e-03, eta: 8:49:04, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.9125, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.4020 2020-07-26 02:50:30,223 - mmaction - INFO - Epoch [37][1280/3757] lr: 1.000e-03, eta: 8:48:52, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9023, loss_cls: 1.0410, loss: 1.0410, grad_norm: 6.3356 2020-07-26 02:50:42,179 - mmaction - INFO - Epoch [37][1300/3757] lr: 1.000e-03, eta: 8:48:39, time: 0.602, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1433, loss: 1.1433, grad_norm: 6.6533 2020-07-26 02:50:54,495 - mmaction - INFO - Epoch [37][1320/3757] lr: 1.000e-03, eta: 8:48:27, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9016, loss_cls: 1.0447, loss: 1.0447, grad_norm: 6.2597 2020-07-26 02:51:06,724 - mmaction - INFO - Epoch [37][1340/3757] lr: 1.000e-03, eta: 8:48:14, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9031, loss_cls: 1.0959, loss: 1.0959, grad_norm: 6.5644 2020-07-26 02:51:19,024 - mmaction - INFO - Epoch [37][1360/3757] lr: 1.000e-03, eta: 8:48:02, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0854, loss: 1.0854, grad_norm: 6.3193 2020-07-26 02:51:31,152 - mmaction - INFO - Epoch [37][1380/3757] lr: 1.000e-03, eta: 8:47:50, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9008, loss_cls: 1.0625, loss: 1.0625, grad_norm: 6.4427 2020-07-26 02:51:43,497 - mmaction - INFO - Epoch [37][1400/3757] lr: 1.000e-03, eta: 8:47:37, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8992, loss_cls: 1.0980, loss: 1.0980, grad_norm: 6.5784 2020-07-26 02:51:55,585 - mmaction - INFO - Epoch [37][1420/3757] lr: 1.000e-03, eta: 8:47:25, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9102, loss_cls: 1.0389, loss: 1.0389, grad_norm: 6.5193 2020-07-26 02:52:07,937 - mmaction - INFO - Epoch [37][1440/3757] lr: 1.000e-03, eta: 8:47:12, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9000, loss_cls: 1.0801, loss: 1.0801, grad_norm: 6.4124 2020-07-26 02:52:20,073 - mmaction - INFO - Epoch [37][1460/3757] lr: 1.000e-03, eta: 8:47:00, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 1.0396, loss: 1.0396, grad_norm: 6.4756 2020-07-26 02:52:32,414 - mmaction - INFO - Epoch [37][1480/3757] lr: 1.000e-03, eta: 8:46:47, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9008, loss_cls: 1.0777, loss: 1.0777, grad_norm: 6.3177 2020-07-26 02:52:44,539 - mmaction - INFO - Epoch [37][1500/3757] lr: 1.000e-03, eta: 8:46:35, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.6636 2020-07-26 02:52:56,808 - mmaction - INFO - Epoch [37][1520/3757] lr: 1.000e-03, eta: 8:46:23, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.1090, loss: 1.1090, grad_norm: 6.4897 2020-07-26 02:53:09,035 - mmaction - INFO - Epoch [37][1540/3757] lr: 1.000e-03, eta: 8:46:10, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8992, loss_cls: 1.0736, loss: 1.0736, grad_norm: 6.4055 2020-07-26 02:53:21,242 - mmaction - INFO - Epoch [37][1560/3757] lr: 1.000e-03, eta: 8:45:58, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0413, loss: 1.0413, grad_norm: 6.2854 2020-07-26 02:53:33,381 - mmaction - INFO - Epoch [37][1580/3757] lr: 1.000e-03, eta: 8:45:45, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0458, loss: 1.0458, grad_norm: 6.0996 2020-07-26 02:53:45,542 - mmaction - INFO - Epoch [37][1600/3757] lr: 1.000e-03, eta: 8:45:33, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9000, loss_cls: 1.0913, loss: 1.0913, grad_norm: 6.3564 2020-07-26 02:53:57,755 - mmaction - INFO - Epoch [37][1620/3757] lr: 1.000e-03, eta: 8:45:20, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9785, loss: 0.9785, grad_norm: 6.1869 2020-07-26 02:54:10,060 - mmaction - INFO - Epoch [37][1640/3757] lr: 1.000e-03, eta: 8:45:08, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9055, loss_cls: 1.0461, loss: 1.0461, grad_norm: 6.3331 2020-07-26 02:54:22,178 - mmaction - INFO - Epoch [37][1660/3757] lr: 1.000e-03, eta: 8:44:56, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9117, loss_cls: 0.9806, loss: 0.9806, grad_norm: 6.2040 2020-07-26 02:54:34,230 - mmaction - INFO - Epoch [37][1680/3757] lr: 1.000e-03, eta: 8:44:43, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.0857, loss: 1.0857, grad_norm: 6.5614 2020-07-26 02:54:46,579 - mmaction - INFO - Epoch [37][1700/3757] lr: 1.000e-03, eta: 8:44:31, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1248, loss: 1.1248, grad_norm: 6.7142 2020-07-26 02:54:58,617 - mmaction - INFO - Epoch [37][1720/3757] lr: 1.000e-03, eta: 8:44:18, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 1.0243, loss: 1.0243, grad_norm: 6.1663 2020-07-26 02:55:10,961 - mmaction - INFO - Epoch [37][1740/3757] lr: 1.000e-03, eta: 8:44:06, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.5124 2020-07-26 02:55:23,008 - mmaction - INFO - Epoch [37][1760/3757] lr: 1.000e-03, eta: 8:43:53, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9031, loss_cls: 1.0124, loss: 1.0124, grad_norm: 5.9616 2020-07-26 02:55:35,174 - mmaction - INFO - Epoch [37][1780/3757] lr: 1.000e-03, eta: 8:43:41, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9047, loss_cls: 1.0900, loss: 1.0900, grad_norm: 6.4524 2020-07-26 02:55:47,362 - mmaction - INFO - Epoch [37][1800/3757] lr: 1.000e-03, eta: 8:43:29, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9031, loss_cls: 1.0745, loss: 1.0745, grad_norm: 6.3541 2020-07-26 02:55:59,604 - mmaction - INFO - Epoch [37][1820/3757] lr: 1.000e-03, eta: 8:43:16, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0849, loss: 1.0849, grad_norm: 6.4064 2020-07-26 02:56:11,819 - mmaction - INFO - Epoch [37][1840/3757] lr: 1.000e-03, eta: 8:43:04, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9047, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.3468 2020-07-26 02:56:23,813 - mmaction - INFO - Epoch [37][1860/3757] lr: 1.000e-03, eta: 8:42:51, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9141, loss_cls: 1.0334, loss: 1.0334, grad_norm: 6.2732 2020-07-26 02:56:35,943 - mmaction - INFO - Epoch [37][1880/3757] lr: 1.000e-03, eta: 8:42:39, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0394, loss: 1.0394, grad_norm: 6.3601 2020-07-26 02:56:48,010 - mmaction - INFO - Epoch [37][1900/3757] lr: 1.000e-03, eta: 8:42:26, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0414, loss: 1.0414, grad_norm: 6.3523 2020-07-26 02:57:00,597 - mmaction - INFO - Epoch [37][1920/3757] lr: 1.000e-03, eta: 8:42:14, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9109, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.3126 2020-07-26 02:57:12,792 - mmaction - INFO - Epoch [37][1940/3757] lr: 1.000e-03, eta: 8:42:02, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.0892, loss: 1.0892, grad_norm: 6.3629 2020-07-26 02:57:24,925 - mmaction - INFO - Epoch [37][1960/3757] lr: 1.000e-03, eta: 8:41:49, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0465, loss: 1.0465, grad_norm: 6.0954 2020-07-26 02:57:36,913 - mmaction - INFO - Epoch [37][1980/3757] lr: 1.000e-03, eta: 8:41:37, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.7438, top5_acc: 0.8984, loss_cls: 1.0315, loss: 1.0315, grad_norm: 6.1059 2020-07-26 02:57:49,113 - mmaction - INFO - Epoch [37][2000/3757] lr: 1.000e-03, eta: 8:41:24, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.9016, loss_cls: 1.1067, loss: 1.1067, grad_norm: 6.5793 2020-07-26 02:58:01,274 - mmaction - INFO - Epoch [37][2020/3757] lr: 1.000e-03, eta: 8:41:12, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1143, loss: 1.1143, grad_norm: 6.2442 2020-07-26 02:58:13,292 - mmaction - INFO - Epoch [37][2040/3757] lr: 1.000e-03, eta: 8:40:59, time: 0.598, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.0826, loss: 1.0826, grad_norm: 6.3037 2020-07-26 02:58:25,398 - mmaction - INFO - Epoch [37][2060/3757] lr: 1.000e-03, eta: 8:40:47, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8992, loss_cls: 1.0484, loss: 1.0484, grad_norm: 6.3942 2020-07-26 02:58:37,540 - mmaction - INFO - Epoch [37][2080/3757] lr: 1.000e-03, eta: 8:40:34, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9016, loss_cls: 1.0717, loss: 1.0717, grad_norm: 6.4106 2020-07-26 02:58:49,656 - mmaction - INFO - Epoch [37][2100/3757] lr: 1.000e-03, eta: 8:40:22, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0579, loss: 1.0579, grad_norm: 6.2837 2020-07-26 02:59:01,831 - mmaction - INFO - Epoch [37][2120/3757] lr: 1.000e-03, eta: 8:40:09, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8969, loss_cls: 1.1525, loss: 1.1525, grad_norm: 6.7425 2020-07-26 02:59:13,933 - mmaction - INFO - Epoch [37][2140/3757] lr: 1.000e-03, eta: 8:39:57, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9219, loss_cls: 1.0126, loss: 1.0126, grad_norm: 6.4217 2020-07-26 02:59:26,156 - mmaction - INFO - Epoch [37][2160/3757] lr: 1.000e-03, eta: 8:39:45, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.0985, loss: 1.0985, grad_norm: 6.3991 2020-07-26 02:59:38,183 - mmaction - INFO - Epoch [37][2180/3757] lr: 1.000e-03, eta: 8:39:32, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9219, loss_cls: 1.0229, loss: 1.0229, grad_norm: 6.1699 2020-07-26 02:59:50,377 - mmaction - INFO - Epoch [37][2200/3757] lr: 1.000e-03, eta: 8:39:20, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 1.0156, loss: 1.0156, grad_norm: 6.2523 2020-07-26 03:00:04,815 - mmaction - INFO - Epoch [37][2220/3757] lr: 1.000e-03, eta: 8:39:08, time: 0.723, data_time: 0.008, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1367, loss: 1.1367, grad_norm: 6.5898 2020-07-26 03:00:18,323 - mmaction - INFO - Epoch [37][2240/3757] lr: 1.000e-03, eta: 8:38:56, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9102, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.3526 2020-07-26 03:00:30,514 - mmaction - INFO - Epoch [37][2260/3757] lr: 1.000e-03, eta: 8:38:44, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9039, loss_cls: 1.0542, loss: 1.0542, grad_norm: 6.4133 2020-07-26 03:00:42,537 - mmaction - INFO - Epoch [37][2280/3757] lr: 1.000e-03, eta: 8:38:31, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9094, loss_cls: 1.0423, loss: 1.0423, grad_norm: 6.3075 2020-07-26 03:00:54,677 - mmaction - INFO - Epoch [37][2300/3757] lr: 1.000e-03, eta: 8:38:19, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8930, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.3301 2020-07-26 03:01:06,873 - mmaction - INFO - Epoch [37][2320/3757] lr: 1.000e-03, eta: 8:38:06, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1490, loss: 1.1490, grad_norm: 6.5057 2020-07-26 03:01:19,199 - mmaction - INFO - Epoch [37][2340/3757] lr: 1.000e-03, eta: 8:37:54, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1355, loss: 1.1355, grad_norm: 6.6736 2020-07-26 03:01:31,403 - mmaction - INFO - Epoch [37][2360/3757] lr: 1.000e-03, eta: 8:37:41, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1193, loss: 1.1193, grad_norm: 6.2882 2020-07-26 03:01:43,680 - mmaction - INFO - Epoch [37][2380/3757] lr: 1.000e-03, eta: 8:37:29, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0641, loss: 1.0641, grad_norm: 6.4174 2020-07-26 03:01:55,793 - mmaction - INFO - Epoch [37][2400/3757] lr: 1.000e-03, eta: 8:37:17, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0316, loss: 1.0316, grad_norm: 6.2819 2020-07-26 03:02:08,037 - mmaction - INFO - Epoch [37][2420/3757] lr: 1.000e-03, eta: 8:37:04, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.0877, loss: 1.0877, grad_norm: 6.4079 2020-07-26 03:02:20,396 - mmaction - INFO - Epoch [37][2440/3757] lr: 1.000e-03, eta: 8:36:52, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9125, loss_cls: 1.0093, loss: 1.0093, grad_norm: 6.0551 2020-07-26 03:02:32,541 - mmaction - INFO - Epoch [37][2460/3757] lr: 1.000e-03, eta: 8:36:39, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9023, loss_cls: 1.0813, loss: 1.0813, grad_norm: 6.5207 2020-07-26 03:02:44,744 - mmaction - INFO - Epoch [37][2480/3757] lr: 1.000e-03, eta: 8:36:27, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.8930, loss_cls: 1.0624, loss: 1.0624, grad_norm: 6.2550 2020-07-26 03:02:56,896 - mmaction - INFO - Epoch [37][2500/3757] lr: 1.000e-03, eta: 8:36:14, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8945, loss_cls: 1.0466, loss: 1.0466, grad_norm: 6.2110 2020-07-26 03:03:09,073 - mmaction - INFO - Epoch [37][2520/3757] lr: 1.000e-03, eta: 8:36:02, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0358, loss: 1.0358, grad_norm: 6.4481 2020-07-26 03:03:21,403 - mmaction - INFO - Epoch [37][2540/3757] lr: 1.000e-03, eta: 8:35:50, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.3398 2020-07-26 03:03:33,456 - mmaction - INFO - Epoch [37][2560/3757] lr: 1.000e-03, eta: 8:35:37, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9023, loss_cls: 1.0960, loss: 1.0960, grad_norm: 6.4866 2020-07-26 03:03:45,745 - mmaction - INFO - Epoch [37][2580/3757] lr: 1.000e-03, eta: 8:35:25, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.0938, loss: 1.0938, grad_norm: 6.6437 2020-07-26 03:03:57,862 - mmaction - INFO - Epoch [37][2600/3757] lr: 1.000e-03, eta: 8:35:12, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9055, loss_cls: 1.0940, loss: 1.0940, grad_norm: 6.5642 2020-07-26 03:04:10,123 - mmaction - INFO - Epoch [37][2620/3757] lr: 1.000e-03, eta: 8:35:00, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.0697, loss: 1.0697, grad_norm: 6.3355 2020-07-26 03:04:22,294 - mmaction - INFO - Epoch [37][2640/3757] lr: 1.000e-03, eta: 8:34:48, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1165, loss: 1.1165, grad_norm: 6.6927 2020-07-26 03:04:34,469 - mmaction - INFO - Epoch [37][2660/3757] lr: 1.000e-03, eta: 8:34:35, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1416, loss: 1.1416, grad_norm: 6.5028 2020-07-26 03:04:46,648 - mmaction - INFO - Epoch [37][2680/3757] lr: 1.000e-03, eta: 8:34:23, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.3332 2020-07-26 03:04:58,966 - mmaction - INFO - Epoch [37][2700/3757] lr: 1.000e-03, eta: 8:34:10, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8906, loss_cls: 1.0889, loss: 1.0889, grad_norm: 6.4162 2020-07-26 03:05:11,065 - mmaction - INFO - Epoch [37][2720/3757] lr: 1.000e-03, eta: 8:33:58, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.1015, loss: 1.1015, grad_norm: 6.3109 2020-07-26 03:05:23,346 - mmaction - INFO - Epoch [37][2740/3757] lr: 1.000e-03, eta: 8:33:45, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0694, loss: 1.0694, grad_norm: 6.4358 2020-07-26 03:05:35,430 - mmaction - INFO - Epoch [37][2760/3757] lr: 1.000e-03, eta: 8:33:33, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 1.0106, loss: 1.0106, grad_norm: 6.3799 2020-07-26 03:05:47,669 - mmaction - INFO - Epoch [37][2780/3757] lr: 1.000e-03, eta: 8:33:21, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0443, loss: 1.0443, grad_norm: 6.5290 2020-07-26 03:05:59,750 - mmaction - INFO - Epoch [37][2800/3757] lr: 1.000e-03, eta: 8:33:08, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9720, loss: 0.9720, grad_norm: 6.2978 2020-07-26 03:06:12,085 - mmaction - INFO - Epoch [37][2820/3757] lr: 1.000e-03, eta: 8:32:56, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9102, loss_cls: 1.0279, loss: 1.0279, grad_norm: 6.1508 2020-07-26 03:06:24,112 - mmaction - INFO - Epoch [37][2840/3757] lr: 1.000e-03, eta: 8:32:43, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9102, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.1807 2020-07-26 03:06:36,263 - mmaction - INFO - Epoch [37][2860/3757] lr: 1.000e-03, eta: 8:32:31, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.0564, loss: 1.0564, grad_norm: 6.3980 2020-07-26 03:06:48,399 - mmaction - INFO - Epoch [37][2880/3757] lr: 1.000e-03, eta: 8:32:18, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9109, loss_cls: 0.9918, loss: 0.9918, grad_norm: 6.0316 2020-07-26 03:07:00,738 - mmaction - INFO - Epoch [37][2900/3757] lr: 1.000e-03, eta: 8:32:06, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.9008, loss_cls: 1.0778, loss: 1.0778, grad_norm: 6.3960 2020-07-26 03:07:12,886 - mmaction - INFO - Epoch [37][2920/3757] lr: 1.000e-03, eta: 8:31:53, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1375, loss: 1.1375, grad_norm: 6.5333 2020-07-26 03:07:25,147 - mmaction - INFO - Epoch [37][2940/3757] lr: 1.000e-03, eta: 8:31:41, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9062, loss_cls: 1.0801, loss: 1.0801, grad_norm: 6.5309 2020-07-26 03:07:37,245 - mmaction - INFO - Epoch [37][2960/3757] lr: 1.000e-03, eta: 8:31:29, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.3464 2020-07-26 03:07:49,441 - mmaction - INFO - Epoch [37][2980/3757] lr: 1.000e-03, eta: 8:31:16, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0888, loss: 1.0888, grad_norm: 6.4996 2020-07-26 03:08:01,637 - mmaction - INFO - Epoch [37][3000/3757] lr: 1.000e-03, eta: 8:31:04, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8984, loss_cls: 1.0842, loss: 1.0842, grad_norm: 6.3058 2020-07-26 03:08:13,964 - mmaction - INFO - Epoch [37][3020/3757] lr: 1.000e-03, eta: 8:30:51, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9078, loss_cls: 1.0728, loss: 1.0728, grad_norm: 6.3094 2020-07-26 03:08:26,177 - mmaction - INFO - Epoch [37][3040/3757] lr: 1.000e-03, eta: 8:30:39, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9055, loss_cls: 1.0383, loss: 1.0383, grad_norm: 6.1971 2020-07-26 03:08:38,457 - mmaction - INFO - Epoch [37][3060/3757] lr: 1.000e-03, eta: 8:30:27, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0642, loss: 1.0642, grad_norm: 6.3027 2020-07-26 03:08:50,697 - mmaction - INFO - Epoch [37][3080/3757] lr: 1.000e-03, eta: 8:30:14, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.0892, loss: 1.0892, grad_norm: 6.4924 2020-07-26 03:09:03,114 - mmaction - INFO - Epoch [37][3100/3757] lr: 1.000e-03, eta: 8:30:02, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 1.0348, loss: 1.0348, grad_norm: 6.4263 2020-07-26 03:09:15,204 - mmaction - INFO - Epoch [37][3120/3757] lr: 1.000e-03, eta: 8:29:49, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0540, loss: 1.0540, grad_norm: 6.4703 2020-07-26 03:09:27,295 - mmaction - INFO - Epoch [37][3140/3757] lr: 1.000e-03, eta: 8:29:37, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9117, loss_cls: 1.0682, loss: 1.0682, grad_norm: 6.5225 2020-07-26 03:09:39,546 - mmaction - INFO - Epoch [37][3160/3757] lr: 1.000e-03, eta: 8:29:24, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9031, loss_cls: 1.0971, loss: 1.0971, grad_norm: 6.4799 2020-07-26 03:09:51,653 - mmaction - INFO - Epoch [37][3180/3757] lr: 1.000e-03, eta: 8:29:12, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.4890 2020-07-26 03:10:03,971 - mmaction - INFO - Epoch [37][3200/3757] lr: 1.000e-03, eta: 8:29:00, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9141, loss_cls: 0.9965, loss: 0.9965, grad_norm: 6.2210 2020-07-26 03:10:16,162 - mmaction - INFO - Epoch [37][3220/3757] lr: 1.000e-03, eta: 8:28:47, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1758, loss: 1.1758, grad_norm: 6.6236 2020-07-26 03:10:28,408 - mmaction - INFO - Epoch [37][3240/3757] lr: 1.000e-03, eta: 8:28:35, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2489, loss: 1.2489, grad_norm: 6.8318 2020-07-26 03:10:40,686 - mmaction - INFO - Epoch [37][3260/3757] lr: 1.000e-03, eta: 8:28:22, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0471, loss: 1.0471, grad_norm: 6.0743 2020-07-26 03:10:52,913 - mmaction - INFO - Epoch [37][3280/3757] lr: 1.000e-03, eta: 8:28:10, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9125, loss_cls: 1.0372, loss: 1.0372, grad_norm: 6.0956 2020-07-26 03:11:04,916 - mmaction - INFO - Epoch [37][3300/3757] lr: 1.000e-03, eta: 8:27:57, time: 0.605, data_time: 0.009, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.1059, loss: 1.1059, grad_norm: 6.3688 2020-07-26 03:11:17,194 - mmaction - INFO - Epoch [37][3320/3757] lr: 1.000e-03, eta: 8:27:45, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1276, loss: 1.1276, grad_norm: 6.6102 2020-07-26 03:11:29,334 - mmaction - INFO - Epoch [37][3340/3757] lr: 1.000e-03, eta: 8:27:33, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1484, loss: 1.1484, grad_norm: 6.7842 2020-07-26 03:11:41,642 - mmaction - INFO - Epoch [37][3360/3757] lr: 1.000e-03, eta: 8:27:20, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9125, loss_cls: 1.0665, loss: 1.0665, grad_norm: 6.4463 2020-07-26 03:11:53,833 - mmaction - INFO - Epoch [37][3380/3757] lr: 1.000e-03, eta: 8:27:08, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8961, loss_cls: 1.1155, loss: 1.1155, grad_norm: 6.6564 2020-07-26 03:12:06,020 - mmaction - INFO - Epoch [37][3400/3757] lr: 1.000e-03, eta: 8:26:55, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.0977, loss: 1.0977, grad_norm: 6.4381 2020-07-26 03:12:18,792 - mmaction - INFO - Epoch [37][3420/3757] lr: 1.000e-03, eta: 8:26:43, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1521, loss: 1.1521, grad_norm: 6.6656 2020-07-26 03:12:30,967 - mmaction - INFO - Epoch [37][3440/3757] lr: 1.000e-03, eta: 8:26:31, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.5360 2020-07-26 03:12:43,035 - mmaction - INFO - Epoch [37][3460/3757] lr: 1.000e-03, eta: 8:26:18, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0120, loss: 1.0120, grad_norm: 6.2871 2020-07-26 03:12:55,139 - mmaction - INFO - Epoch [37][3480/3757] lr: 1.000e-03, eta: 8:26:06, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9055, loss_cls: 1.0577, loss: 1.0577, grad_norm: 6.6432 2020-07-26 03:13:07,246 - mmaction - INFO - Epoch [37][3500/3757] lr: 1.000e-03, eta: 8:25:53, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.9008, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.4665 2020-07-26 03:13:19,535 - mmaction - INFO - Epoch [37][3520/3757] lr: 1.000e-03, eta: 8:25:41, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9078, loss_cls: 1.0950, loss: 1.0950, grad_norm: 6.4791 2020-07-26 03:13:31,840 - mmaction - INFO - Epoch [37][3540/3757] lr: 1.000e-03, eta: 8:25:29, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9031, loss_cls: 1.0845, loss: 1.0845, grad_norm: 6.7899 2020-07-26 03:13:44,275 - mmaction - INFO - Epoch [37][3560/3757] lr: 1.000e-03, eta: 8:25:16, time: 0.623, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9023, loss_cls: 1.0189, loss: 1.0189, grad_norm: 6.3375 2020-07-26 03:13:56,470 - mmaction - INFO - Epoch [37][3580/3757] lr: 1.000e-03, eta: 8:25:04, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9055, loss_cls: 1.0288, loss: 1.0288, grad_norm: 6.1707 2020-07-26 03:14:08,607 - mmaction - INFO - Epoch [37][3600/3757] lr: 1.000e-03, eta: 8:24:51, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1151, loss: 1.1151, grad_norm: 6.3793 2020-07-26 03:14:20,912 - mmaction - INFO - Epoch [37][3620/3757] lr: 1.000e-03, eta: 8:24:39, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1363, loss: 1.1363, grad_norm: 6.5484 2020-07-26 03:14:33,015 - mmaction - INFO - Epoch [37][3640/3757] lr: 1.000e-03, eta: 8:24:27, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9062, loss_cls: 1.0461, loss: 1.0461, grad_norm: 6.4791 2020-07-26 03:14:45,123 - mmaction - INFO - Epoch [37][3660/3757] lr: 1.000e-03, eta: 8:24:14, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8930, loss_cls: 1.1148, loss: 1.1148, grad_norm: 6.6659 2020-07-26 03:14:57,341 - mmaction - INFO - Epoch [37][3680/3757] lr: 1.000e-03, eta: 8:24:02, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8969, loss_cls: 1.0652, loss: 1.0652, grad_norm: 6.5119 2020-07-26 03:15:09,509 - mmaction - INFO - Epoch [37][3700/3757] lr: 1.000e-03, eta: 8:23:49, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0074, loss: 1.0074, grad_norm: 6.1824 2020-07-26 03:15:21,741 - mmaction - INFO - Epoch [37][3720/3757] lr: 1.000e-03, eta: 8:23:37, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.3905 2020-07-26 03:15:33,993 - mmaction - INFO - Epoch [37][3740/3757] lr: 1.000e-03, eta: 8:23:24, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9039, loss_cls: 1.0925, loss: 1.0925, grad_norm: 6.4323 2020-07-26 03:15:44,548 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-07-26 03:16:10,262 - mmaction - INFO - Epoch [38][20/3757] lr: 1.000e-03, eta: 8:23:02, time: 1.251, data_time: 0.592, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.2876 2020-07-26 03:16:22,361 - mmaction - INFO - Epoch [38][40/3757] lr: 1.000e-03, eta: 8:22:50, time: 0.600, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8984, loss_cls: 1.0816, loss: 1.0816, grad_norm: 6.6364 2020-07-26 03:16:34,433 - mmaction - INFO - Epoch [38][60/3757] lr: 1.000e-03, eta: 8:22:37, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9039, loss_cls: 1.0572, loss: 1.0572, grad_norm: 6.3526 2020-07-26 03:16:46,755 - mmaction - INFO - Epoch [38][80/3757] lr: 1.000e-03, eta: 8:22:25, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.8984, loss_cls: 1.0031, loss: 1.0031, grad_norm: 6.1370 2020-07-26 03:16:58,963 - mmaction - INFO - Epoch [38][100/3757] lr: 1.000e-03, eta: 8:22:13, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.0734, loss: 1.0734, grad_norm: 6.2707 2020-07-26 03:17:11,197 - mmaction - INFO - Epoch [38][120/3757] lr: 1.000e-03, eta: 8:22:00, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0895, loss: 1.0895, grad_norm: 6.4134 2020-07-26 03:17:23,315 - mmaction - INFO - Epoch [38][140/3757] lr: 1.000e-03, eta: 8:21:48, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8977, loss_cls: 1.0974, loss: 1.0974, grad_norm: 6.5648 2020-07-26 03:17:35,475 - mmaction - INFO - Epoch [38][160/3757] lr: 1.000e-03, eta: 8:21:35, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.3585 2020-07-26 03:17:47,585 - mmaction - INFO - Epoch [38][180/3757] lr: 1.000e-03, eta: 8:21:23, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0187, loss: 1.0187, grad_norm: 6.1369 2020-07-26 03:17:59,853 - mmaction - INFO - Epoch [38][200/3757] lr: 1.000e-03, eta: 8:21:10, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9094, loss_cls: 1.0092, loss: 1.0092, grad_norm: 6.2746 2020-07-26 03:18:11,952 - mmaction - INFO - Epoch [38][220/3757] lr: 1.000e-03, eta: 8:20:58, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9031, loss_cls: 1.0337, loss: 1.0337, grad_norm: 6.3356 2020-07-26 03:18:24,039 - mmaction - INFO - Epoch [38][240/3757] lr: 1.000e-03, eta: 8:20:46, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0237, loss: 1.0237, grad_norm: 6.4786 2020-07-26 03:18:36,258 - mmaction - INFO - Epoch [38][260/3757] lr: 1.000e-03, eta: 8:20:33, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.3907 2020-07-26 03:18:48,473 - mmaction - INFO - Epoch [38][280/3757] lr: 1.000e-03, eta: 8:20:21, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9055, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.0738 2020-07-26 03:19:00,651 - mmaction - INFO - Epoch [38][300/3757] lr: 1.000e-03, eta: 8:20:08, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9109, loss_cls: 1.0441, loss: 1.0441, grad_norm: 6.4367 2020-07-26 03:19:12,909 - mmaction - INFO - Epoch [38][320/3757] lr: 1.000e-03, eta: 8:19:56, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.8977, loss_cls: 1.0627, loss: 1.0627, grad_norm: 6.4941 2020-07-26 03:19:24,999 - mmaction - INFO - Epoch [38][340/3757] lr: 1.000e-03, eta: 8:19:43, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8945, loss_cls: 1.1524, loss: 1.1524, grad_norm: 6.5739 2020-07-26 03:19:37,153 - mmaction - INFO - Epoch [38][360/3757] lr: 1.000e-03, eta: 8:19:31, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0379, loss: 1.0379, grad_norm: 6.3401 2020-07-26 03:19:49,443 - mmaction - INFO - Epoch [38][380/3757] lr: 1.000e-03, eta: 8:19:19, time: 0.615, data_time: 0.004, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0084, loss: 1.0084, grad_norm: 6.4588 2020-07-26 03:20:01,615 - mmaction - INFO - Epoch [38][400/3757] lr: 1.000e-03, eta: 8:19:06, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8859, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.7980 2020-07-26 03:20:14,164 - mmaction - INFO - Epoch [38][420/3757] lr: 1.000e-03, eta: 8:18:54, time: 0.629, data_time: 0.005, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 0.9952, loss: 0.9952, grad_norm: 6.3088 2020-07-26 03:20:26,537 - mmaction - INFO - Epoch [38][440/3757] lr: 1.000e-03, eta: 8:18:41, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1020, loss: 1.1020, grad_norm: 6.4495 2020-07-26 03:20:38,719 - mmaction - INFO - Epoch [38][460/3757] lr: 1.000e-03, eta: 8:18:29, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1071, loss: 1.1071, grad_norm: 6.5564 2020-07-26 03:20:50,937 - mmaction - INFO - Epoch [38][480/3757] lr: 1.000e-03, eta: 8:18:17, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9031, loss_cls: 1.0996, loss: 1.0996, grad_norm: 6.5786 2020-07-26 03:21:03,039 - mmaction - INFO - Epoch [38][500/3757] lr: 1.000e-03, eta: 8:18:04, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9031, loss_cls: 1.0574, loss: 1.0574, grad_norm: 6.3413 2020-07-26 03:21:15,400 - mmaction - INFO - Epoch [38][520/3757] lr: 1.000e-03, eta: 8:17:52, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9117, loss_cls: 1.0326, loss: 1.0326, grad_norm: 6.4937 2020-07-26 03:21:27,527 - mmaction - INFO - Epoch [38][540/3757] lr: 1.000e-03, eta: 8:17:39, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9031, loss_cls: 1.0507, loss: 1.0507, grad_norm: 6.3424 2020-07-26 03:21:39,731 - mmaction - INFO - Epoch [38][560/3757] lr: 1.000e-03, eta: 8:17:27, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 1.0215, loss: 1.0215, grad_norm: 6.1651 2020-07-26 03:21:52,029 - mmaction - INFO - Epoch [38][580/3757] lr: 1.000e-03, eta: 8:17:15, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9133, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.4184 2020-07-26 03:22:04,220 - mmaction - INFO - Epoch [38][600/3757] lr: 1.000e-03, eta: 8:17:02, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9102, loss_cls: 1.0509, loss: 1.0509, grad_norm: 6.3956 2020-07-26 03:22:16,365 - mmaction - INFO - Epoch [38][620/3757] lr: 1.000e-03, eta: 8:16:50, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 1.0258, loss: 1.0258, grad_norm: 6.2682 2020-07-26 03:22:28,774 - mmaction - INFO - Epoch [38][640/3757] lr: 1.000e-03, eta: 8:16:37, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9148, loss_cls: 1.0080, loss: 1.0080, grad_norm: 6.2806 2020-07-26 03:22:40,965 - mmaction - INFO - Epoch [38][660/3757] lr: 1.000e-03, eta: 8:16:25, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8836, loss_cls: 1.0940, loss: 1.0940, grad_norm: 6.4559 2020-07-26 03:22:53,284 - mmaction - INFO - Epoch [38][680/3757] lr: 1.000e-03, eta: 8:16:13, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9023, loss_cls: 1.0763, loss: 1.0763, grad_norm: 6.5093 2020-07-26 03:23:05,317 - mmaction - INFO - Epoch [38][700/3757] lr: 1.000e-03, eta: 8:16:00, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8961, loss_cls: 1.0913, loss: 1.0913, grad_norm: 6.5258 2020-07-26 03:23:17,768 - mmaction - INFO - Epoch [38][720/3757] lr: 1.000e-03, eta: 8:15:48, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9016, loss_cls: 1.0569, loss: 1.0569, grad_norm: 6.3182 2020-07-26 03:23:29,975 - mmaction - INFO - Epoch [38][740/3757] lr: 1.000e-03, eta: 8:15:35, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 1.0240, loss: 1.0240, grad_norm: 6.2212 2020-07-26 03:23:42,215 - mmaction - INFO - Epoch [38][760/3757] lr: 1.000e-03, eta: 8:15:23, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.5228 2020-07-26 03:23:54,410 - mmaction - INFO - Epoch [38][780/3757] lr: 1.000e-03, eta: 8:15:10, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9133, loss_cls: 0.9863, loss: 0.9863, grad_norm: 6.2851 2020-07-26 03:24:06,596 - mmaction - INFO - Epoch [38][800/3757] lr: 1.000e-03, eta: 8:14:58, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 0.9965, loss: 0.9965, grad_norm: 6.3225 2020-07-26 03:24:18,796 - mmaction - INFO - Epoch [38][820/3757] lr: 1.000e-03, eta: 8:14:46, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8898, loss_cls: 1.0842, loss: 1.0842, grad_norm: 6.5017 2020-07-26 03:24:30,943 - mmaction - INFO - Epoch [38][840/3757] lr: 1.000e-03, eta: 8:14:33, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 0.9932, loss: 0.9932, grad_norm: 6.2533 2020-07-26 03:24:43,128 - mmaction - INFO - Epoch [38][860/3757] lr: 1.000e-03, eta: 8:14:21, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0552, loss: 1.0552, grad_norm: 6.5536 2020-07-26 03:24:55,257 - mmaction - INFO - Epoch [38][880/3757] lr: 1.000e-03, eta: 8:14:08, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9125, loss_cls: 1.0281, loss: 1.0281, grad_norm: 6.2391 2020-07-26 03:25:07,286 - mmaction - INFO - Epoch [38][900/3757] lr: 1.000e-03, eta: 8:13:56, time: 0.601, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9023, loss_cls: 1.0712, loss: 1.0712, grad_norm: 6.5391 2020-07-26 03:25:19,630 - mmaction - INFO - Epoch [38][920/3757] lr: 1.000e-03, eta: 8:13:43, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0694, loss: 1.0694, grad_norm: 6.3833 2020-07-26 03:25:31,840 - mmaction - INFO - Epoch [38][940/3757] lr: 1.000e-03, eta: 8:13:31, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9062, loss_cls: 1.0204, loss: 1.0204, grad_norm: 6.3339 2020-07-26 03:25:44,247 - mmaction - INFO - Epoch [38][960/3757] lr: 1.000e-03, eta: 8:13:19, time: 0.618, data_time: 0.005, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 1.0442, loss: 1.0442, grad_norm: 6.4733 2020-07-26 03:25:56,361 - mmaction - INFO - Epoch [38][980/3757] lr: 1.000e-03, eta: 8:13:06, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 0.9798, loss: 0.9798, grad_norm: 6.1381 2020-07-26 03:26:08,567 - mmaction - INFO - Epoch [38][1000/3757] lr: 1.000e-03, eta: 8:12:54, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9125, loss_cls: 1.0220, loss: 1.0220, grad_norm: 6.3665 2020-07-26 03:26:20,669 - mmaction - INFO - Epoch [38][1020/3757] lr: 1.000e-03, eta: 8:12:41, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9047, loss_cls: 1.0365, loss: 1.0365, grad_norm: 6.1718 2020-07-26 03:26:32,834 - mmaction - INFO - Epoch [38][1040/3757] lr: 1.000e-03, eta: 8:12:29, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 1.0259, loss: 1.0259, grad_norm: 6.4053 2020-07-26 03:26:44,910 - mmaction - INFO - Epoch [38][1060/3757] lr: 1.000e-03, eta: 8:12:17, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.0824, loss: 1.0824, grad_norm: 6.5328 2020-07-26 03:26:57,178 - mmaction - INFO - Epoch [38][1080/3757] lr: 1.000e-03, eta: 8:12:04, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0039, loss: 1.0039, grad_norm: 6.3744 2020-07-26 03:27:09,289 - mmaction - INFO - Epoch [38][1100/3757] lr: 1.000e-03, eta: 8:11:52, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0464, loss: 1.0464, grad_norm: 6.5058 2020-07-26 03:27:21,742 - mmaction - INFO - Epoch [38][1120/3757] lr: 1.000e-03, eta: 8:11:39, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9047, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.4118 2020-07-26 03:27:33,742 - mmaction - INFO - Epoch [38][1140/3757] lr: 1.000e-03, eta: 8:11:27, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9338, loss: 0.9338, grad_norm: 6.2265 2020-07-26 03:27:45,984 - mmaction - INFO - Epoch [38][1160/3757] lr: 1.000e-03, eta: 8:11:14, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8953, loss_cls: 1.0891, loss: 1.0891, grad_norm: 6.5058 2020-07-26 03:27:58,070 - mmaction - INFO - Epoch [38][1180/3757] lr: 1.000e-03, eta: 8:11:02, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0519, loss: 1.0519, grad_norm: 6.5815 2020-07-26 03:28:10,326 - mmaction - INFO - Epoch [38][1200/3757] lr: 1.000e-03, eta: 8:10:50, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.0998, loss: 1.0998, grad_norm: 6.5716 2020-07-26 03:28:22,486 - mmaction - INFO - Epoch [38][1220/3757] lr: 1.000e-03, eta: 8:10:37, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.0892, loss: 1.0892, grad_norm: 6.6077 2020-07-26 03:28:34,794 - mmaction - INFO - Epoch [38][1240/3757] lr: 1.000e-03, eta: 8:10:25, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.7125, top5_acc: 0.9008, loss_cls: 1.0619, loss: 1.0619, grad_norm: 6.6944 2020-07-26 03:28:47,072 - mmaction - INFO - Epoch [38][1260/3757] lr: 1.000e-03, eta: 8:10:12, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1377, loss: 1.1377, grad_norm: 6.7349 2020-07-26 03:28:59,321 - mmaction - INFO - Epoch [38][1280/3757] lr: 1.000e-03, eta: 8:10:00, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0719, loss: 1.0719, grad_norm: 6.6588 2020-07-26 03:29:11,522 - mmaction - INFO - Epoch [38][1300/3757] lr: 1.000e-03, eta: 8:09:48, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 1.0372, loss: 1.0372, grad_norm: 6.2340 2020-07-26 03:29:23,752 - mmaction - INFO - Epoch [38][1320/3757] lr: 1.000e-03, eta: 8:09:35, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.1626, loss: 1.1626, grad_norm: 6.6718 2020-07-26 03:29:35,993 - mmaction - INFO - Epoch [38][1340/3757] lr: 1.000e-03, eta: 8:09:23, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9031, loss_cls: 1.0396, loss: 1.0396, grad_norm: 6.5442 2020-07-26 03:29:48,300 - mmaction - INFO - Epoch [38][1360/3757] lr: 1.000e-03, eta: 8:09:10, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.0703, loss: 1.0703, grad_norm: 6.5367 2020-07-26 03:30:00,333 - mmaction - INFO - Epoch [38][1380/3757] lr: 1.000e-03, eta: 8:08:58, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9055, loss_cls: 1.0274, loss: 1.0274, grad_norm: 6.3534 2020-07-26 03:30:12,610 - mmaction - INFO - Epoch [38][1400/3757] lr: 1.000e-03, eta: 8:08:45, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 1.0327, loss: 1.0327, grad_norm: 6.4927 2020-07-26 03:30:24,742 - mmaction - INFO - Epoch [38][1420/3757] lr: 1.000e-03, eta: 8:08:33, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9117, loss_cls: 1.0180, loss: 1.0180, grad_norm: 6.5725 2020-07-26 03:30:36,972 - mmaction - INFO - Epoch [38][1440/3757] lr: 1.000e-03, eta: 8:08:21, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9062, loss_cls: 1.0274, loss: 1.0274, grad_norm: 6.3073 2020-07-26 03:30:49,289 - mmaction - INFO - Epoch [38][1460/3757] lr: 1.000e-03, eta: 8:08:08, time: 0.617, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.0991, loss: 1.0991, grad_norm: 6.6400 2020-07-26 03:31:01,535 - mmaction - INFO - Epoch [38][1480/3757] lr: 1.000e-03, eta: 8:07:56, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.0884, loss: 1.0884, grad_norm: 6.5442 2020-07-26 03:31:13,639 - mmaction - INFO - Epoch [38][1500/3757] lr: 1.000e-03, eta: 8:07:43, time: 0.612, data_time: 0.010, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9039, loss_cls: 1.1025, loss: 1.1025, grad_norm: 6.6597 2020-07-26 03:31:25,901 - mmaction - INFO - Epoch [38][1520/3757] lr: 1.000e-03, eta: 8:07:31, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8953, loss_cls: 1.0717, loss: 1.0717, grad_norm: 6.5456 2020-07-26 03:31:38,087 - mmaction - INFO - Epoch [38][1540/3757] lr: 1.000e-03, eta: 8:07:19, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9102, loss_cls: 1.0546, loss: 1.0546, grad_norm: 6.4911 2020-07-26 03:31:50,187 - mmaction - INFO - Epoch [38][1560/3757] lr: 1.000e-03, eta: 8:07:06, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8953, loss_cls: 1.0482, loss: 1.0482, grad_norm: 6.4283 2020-07-26 03:32:02,513 - mmaction - INFO - Epoch [38][1580/3757] lr: 1.000e-03, eta: 8:06:54, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9039, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.2818 2020-07-26 03:32:14,569 - mmaction - INFO - Epoch [38][1600/3757] lr: 1.000e-03, eta: 8:06:41, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9062, loss_cls: 1.0534, loss: 1.0534, grad_norm: 6.6118 2020-07-26 03:32:26,814 - mmaction - INFO - Epoch [38][1620/3757] lr: 1.000e-03, eta: 8:06:29, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.0653, loss: 1.0653, grad_norm: 6.4272 2020-07-26 03:32:38,869 - mmaction - INFO - Epoch [38][1640/3757] lr: 1.000e-03, eta: 8:06:16, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.8992, loss_cls: 1.0565, loss: 1.0565, grad_norm: 6.1874 2020-07-26 03:32:51,023 - mmaction - INFO - Epoch [38][1660/3757] lr: 1.000e-03, eta: 8:06:04, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1178, loss: 1.1178, grad_norm: 6.4314 2020-07-26 03:33:03,233 - mmaction - INFO - Epoch [38][1680/3757] lr: 1.000e-03, eta: 8:05:52, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.0590, loss: 1.0590, grad_norm: 6.6229 2020-07-26 03:33:15,362 - mmaction - INFO - Epoch [38][1700/3757] lr: 1.000e-03, eta: 8:05:39, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.0499, loss: 1.0499, grad_norm: 6.1387 2020-07-26 03:33:27,493 - mmaction - INFO - Epoch [38][1720/3757] lr: 1.000e-03, eta: 8:05:27, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.1204, loss: 1.1204, grad_norm: 6.4500 2020-07-26 03:33:39,644 - mmaction - INFO - Epoch [38][1740/3757] lr: 1.000e-03, eta: 8:05:14, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.8969, loss_cls: 1.0597, loss: 1.0597, grad_norm: 6.3213 2020-07-26 03:33:51,879 - mmaction - INFO - Epoch [38][1760/3757] lr: 1.000e-03, eta: 8:05:02, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0942, loss: 1.0942, grad_norm: 6.5292 2020-07-26 03:34:04,184 - mmaction - INFO - Epoch [38][1780/3757] lr: 1.000e-03, eta: 8:04:49, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8938, loss_cls: 1.1174, loss: 1.1174, grad_norm: 6.5523 2020-07-26 03:34:16,372 - mmaction - INFO - Epoch [38][1800/3757] lr: 1.000e-03, eta: 8:04:37, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1009, loss: 1.1009, grad_norm: 6.5766 2020-07-26 03:34:28,670 - mmaction - INFO - Epoch [38][1820/3757] lr: 1.000e-03, eta: 8:04:25, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9117, loss_cls: 1.0438, loss: 1.0438, grad_norm: 6.3897 2020-07-26 03:34:40,951 - mmaction - INFO - Epoch [38][1840/3757] lr: 1.000e-03, eta: 8:04:12, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9086, loss_cls: 1.0576, loss: 1.0576, grad_norm: 6.4525 2020-07-26 03:34:53,289 - mmaction - INFO - Epoch [38][1860/3757] lr: 1.000e-03, eta: 8:04:00, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9070, loss_cls: 1.0688, loss: 1.0688, grad_norm: 6.6361 2020-07-26 03:35:05,330 - mmaction - INFO - Epoch [38][1880/3757] lr: 1.000e-03, eta: 8:03:47, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.9016, loss_cls: 1.0553, loss: 1.0553, grad_norm: 6.5151 2020-07-26 03:35:17,618 - mmaction - INFO - Epoch [38][1900/3757] lr: 1.000e-03, eta: 8:03:35, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0786, loss: 1.0786, grad_norm: 6.5636 2020-07-26 03:35:29,837 - mmaction - INFO - Epoch [38][1920/3757] lr: 1.000e-03, eta: 8:03:23, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1668, loss: 1.1668, grad_norm: 6.6279 2020-07-26 03:35:42,057 - mmaction - INFO - Epoch [38][1940/3757] lr: 1.000e-03, eta: 8:03:10, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0238, loss: 1.0238, grad_norm: 6.3478 2020-07-26 03:35:54,060 - mmaction - INFO - Epoch [38][1960/3757] lr: 1.000e-03, eta: 8:02:58, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9047, loss_cls: 1.0542, loss: 1.0542, grad_norm: 6.4975 2020-07-26 03:36:06,427 - mmaction - INFO - Epoch [38][1980/3757] lr: 1.000e-03, eta: 8:02:45, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0443, loss: 1.0443, grad_norm: 6.3377 2020-07-26 03:36:18,540 - mmaction - INFO - Epoch [38][2000/3757] lr: 1.000e-03, eta: 8:02:33, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9133, loss_cls: 1.0187, loss: 1.0187, grad_norm: 6.3807 2020-07-26 03:36:30,839 - mmaction - INFO - Epoch [38][2020/3757] lr: 1.000e-03, eta: 8:02:21, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9133, loss_cls: 0.9927, loss: 0.9927, grad_norm: 6.3354 2020-07-26 03:36:43,021 - mmaction - INFO - Epoch [38][2040/3757] lr: 1.000e-03, eta: 8:02:08, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1105, loss: 1.1105, grad_norm: 6.6164 2020-07-26 03:36:55,190 - mmaction - INFO - Epoch [38][2060/3757] lr: 1.000e-03, eta: 8:01:56, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 1.0505, loss: 1.0505, grad_norm: 6.4505 2020-07-26 03:37:07,392 - mmaction - INFO - Epoch [38][2080/3757] lr: 1.000e-03, eta: 8:01:43, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.0542, loss: 1.0542, grad_norm: 6.4256 2020-07-26 03:37:19,612 - mmaction - INFO - Epoch [38][2100/3757] lr: 1.000e-03, eta: 8:01:31, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 1.0259, loss: 1.0259, grad_norm: 6.4244 2020-07-26 03:37:31,830 - mmaction - INFO - Epoch [38][2120/3757] lr: 1.000e-03, eta: 8:01:18, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1649, loss: 1.1649, grad_norm: 6.8025 2020-07-26 03:37:44,002 - mmaction - INFO - Epoch [38][2140/3757] lr: 1.000e-03, eta: 8:01:06, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.8179 2020-07-26 03:37:56,128 - mmaction - INFO - Epoch [38][2160/3757] lr: 1.000e-03, eta: 8:00:54, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.0569, loss: 1.0569, grad_norm: 6.3752 2020-07-26 03:38:08,460 - mmaction - INFO - Epoch [38][2180/3757] lr: 1.000e-03, eta: 8:00:41, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9023, loss_cls: 1.0587, loss: 1.0587, grad_norm: 6.5133 2020-07-26 03:38:20,644 - mmaction - INFO - Epoch [38][2200/3757] lr: 1.000e-03, eta: 8:00:29, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8867, loss_cls: 1.1183, loss: 1.1183, grad_norm: 6.6548 2020-07-26 03:38:32,763 - mmaction - INFO - Epoch [38][2220/3757] lr: 1.000e-03, eta: 8:00:16, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9109, loss_cls: 1.0758, loss: 1.0758, grad_norm: 6.7047 2020-07-26 03:38:45,037 - mmaction - INFO - Epoch [38][2240/3757] lr: 1.000e-03, eta: 8:00:04, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0237, loss: 1.0237, grad_norm: 6.3301 2020-07-26 03:38:57,194 - mmaction - INFO - Epoch [38][2260/3757] lr: 1.000e-03, eta: 7:59:52, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9172, loss_cls: 1.0018, loss: 1.0018, grad_norm: 6.4473 2020-07-26 03:39:09,500 - mmaction - INFO - Epoch [38][2280/3757] lr: 1.000e-03, eta: 7:59:39, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0701, loss: 1.0701, grad_norm: 6.8303 2020-07-26 03:39:21,562 - mmaction - INFO - Epoch [38][2300/3757] lr: 1.000e-03, eta: 7:59:27, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1101, loss: 1.1101, grad_norm: 6.5549 2020-07-26 03:39:33,658 - mmaction - INFO - Epoch [38][2320/3757] lr: 1.000e-03, eta: 7:59:14, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8844, loss_cls: 1.1391, loss: 1.1391, grad_norm: 6.7837 2020-07-26 03:39:45,903 - mmaction - INFO - Epoch [38][2340/3757] lr: 1.000e-03, eta: 7:59:02, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 1.0029, loss: 1.0029, grad_norm: 6.1763 2020-07-26 03:39:58,101 - mmaction - INFO - Epoch [38][2360/3757] lr: 1.000e-03, eta: 7:58:49, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0354, loss: 1.0354, grad_norm: 6.3376 2020-07-26 03:40:10,361 - mmaction - INFO - Epoch [38][2380/3757] lr: 1.000e-03, eta: 7:58:37, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.1430, loss: 1.1430, grad_norm: 6.7965 2020-07-26 03:40:22,577 - mmaction - INFO - Epoch [38][2400/3757] lr: 1.000e-03, eta: 7:58:25, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.0712, loss: 1.0712, grad_norm: 6.4409 2020-07-26 03:40:34,763 - mmaction - INFO - Epoch [38][2420/3757] lr: 1.000e-03, eta: 7:58:12, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8883, loss_cls: 1.0829, loss: 1.0829, grad_norm: 6.6550 2020-07-26 03:40:46,890 - mmaction - INFO - Epoch [38][2440/3757] lr: 1.000e-03, eta: 7:58:00, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.0456, loss: 1.0456, grad_norm: 6.3871 2020-07-26 03:40:59,043 - mmaction - INFO - Epoch [38][2460/3757] lr: 1.000e-03, eta: 7:57:47, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9086, loss_cls: 1.0344, loss: 1.0344, grad_norm: 6.5597 2020-07-26 03:41:11,304 - mmaction - INFO - Epoch [38][2480/3757] lr: 1.000e-03, eta: 7:57:35, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1230, loss: 1.1230, grad_norm: 6.6986 2020-07-26 03:41:23,583 - mmaction - INFO - Epoch [38][2500/3757] lr: 1.000e-03, eta: 7:57:23, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9078, loss_cls: 1.0316, loss: 1.0316, grad_norm: 6.2780 2020-07-26 03:41:35,901 - mmaction - INFO - Epoch [38][2520/3757] lr: 1.000e-03, eta: 7:57:10, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9086, loss_cls: 0.9790, loss: 0.9790, grad_norm: 6.2385 2020-07-26 03:41:48,095 - mmaction - INFO - Epoch [38][2540/3757] lr: 1.000e-03, eta: 7:56:58, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.0969, loss: 1.0969, grad_norm: 6.8018 2020-07-26 03:42:00,259 - mmaction - INFO - Epoch [38][2560/3757] lr: 1.000e-03, eta: 7:56:45, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.0908, loss: 1.0908, grad_norm: 6.4465 2020-07-26 03:42:12,471 - mmaction - INFO - Epoch [38][2580/3757] lr: 1.000e-03, eta: 7:56:33, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9055, loss_cls: 1.0499, loss: 1.0499, grad_norm: 6.3921 2020-07-26 03:42:24,476 - mmaction - INFO - Epoch [38][2600/3757] lr: 1.000e-03, eta: 7:56:20, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9008, loss_cls: 1.0776, loss: 1.0776, grad_norm: 6.6461 2020-07-26 03:42:36,759 - mmaction - INFO - Epoch [38][2620/3757] lr: 1.000e-03, eta: 7:56:08, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1157, loss: 1.1157, grad_norm: 6.7483 2020-07-26 03:42:48,983 - mmaction - INFO - Epoch [38][2640/3757] lr: 1.000e-03, eta: 7:55:56, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 1.0290, loss: 1.0290, grad_norm: 6.2468 2020-07-26 03:43:01,688 - mmaction - INFO - Epoch [38][2660/3757] lr: 1.000e-03, eta: 7:55:43, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.0600, loss: 1.0600, grad_norm: 6.3411 2020-07-26 03:43:13,908 - mmaction - INFO - Epoch [38][2680/3757] lr: 1.000e-03, eta: 7:55:31, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0408, loss: 1.0408, grad_norm: 6.6497 2020-07-26 03:43:26,241 - mmaction - INFO - Epoch [38][2700/3757] lr: 1.000e-03, eta: 7:55:19, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9016, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.6667 2020-07-26 03:43:38,451 - mmaction - INFO - Epoch [38][2720/3757] lr: 1.000e-03, eta: 7:55:06, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9031, loss_cls: 1.0463, loss: 1.0463, grad_norm: 6.5002 2020-07-26 03:43:50,698 - mmaction - INFO - Epoch [38][2740/3757] lr: 1.000e-03, eta: 7:54:54, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8984, loss_cls: 1.0586, loss: 1.0586, grad_norm: 6.4851 2020-07-26 03:44:02,985 - mmaction - INFO - Epoch [38][2760/3757] lr: 1.000e-03, eta: 7:54:41, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.5937 2020-07-26 03:44:15,268 - mmaction - INFO - Epoch [38][2780/3757] lr: 1.000e-03, eta: 7:54:29, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0657, loss: 1.0657, grad_norm: 6.2508 2020-07-26 03:44:27,133 - mmaction - INFO - Epoch [38][2800/3757] lr: 1.000e-03, eta: 7:54:17, time: 0.596, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1105, loss: 1.1105, grad_norm: 6.6135 2020-07-26 03:44:39,257 - mmaction - INFO - Epoch [38][2820/3757] lr: 1.000e-03, eta: 7:54:04, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0379, loss: 1.0379, grad_norm: 6.5229 2020-07-26 03:44:51,491 - mmaction - INFO - Epoch [38][2840/3757] lr: 1.000e-03, eta: 7:53:52, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.1494, loss: 1.1494, grad_norm: 6.5823 2020-07-26 03:45:03,667 - mmaction - INFO - Epoch [38][2860/3757] lr: 1.000e-03, eta: 7:53:39, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7438, top5_acc: 0.8992, loss_cls: 1.0358, loss: 1.0358, grad_norm: 6.2050 2020-07-26 03:45:16,032 - mmaction - INFO - Epoch [38][2880/3757] lr: 1.000e-03, eta: 7:53:27, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.0840, loss: 1.0840, grad_norm: 6.6458 2020-07-26 03:45:28,250 - mmaction - INFO - Epoch [38][2900/3757] lr: 1.000e-03, eta: 7:53:14, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9141, loss_cls: 0.9928, loss: 0.9928, grad_norm: 6.2811 2020-07-26 03:45:40,452 - mmaction - INFO - Epoch [38][2920/3757] lr: 1.000e-03, eta: 7:53:02, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9125, loss_cls: 0.9956, loss: 0.9956, grad_norm: 6.2850 2020-07-26 03:45:52,724 - mmaction - INFO - Epoch [38][2940/3757] lr: 1.000e-03, eta: 7:52:50, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.0982, loss: 1.0982, grad_norm: 6.4567 2020-07-26 03:46:04,823 - mmaction - INFO - Epoch [38][2960/3757] lr: 1.000e-03, eta: 7:52:37, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1033, loss: 1.1033, grad_norm: 6.5284 2020-07-26 03:46:16,868 - mmaction - INFO - Epoch [38][2980/3757] lr: 1.000e-03, eta: 7:52:25, time: 0.599, data_time: 0.005, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0615, loss: 1.0615, grad_norm: 6.5639 2020-07-26 03:46:28,972 - mmaction - INFO - Epoch [38][3000/3757] lr: 1.000e-03, eta: 7:52:12, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9203, loss_cls: 0.9823, loss: 0.9823, grad_norm: 6.4737 2020-07-26 03:46:41,224 - mmaction - INFO - Epoch [38][3020/3757] lr: 1.000e-03, eta: 7:52:00, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8945, loss_cls: 1.0923, loss: 1.0923, grad_norm: 6.3858 2020-07-26 03:46:53,434 - mmaction - INFO - Epoch [38][3040/3757] lr: 1.000e-03, eta: 7:51:48, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9172, loss_cls: 1.0007, loss: 1.0007, grad_norm: 6.3996 2020-07-26 03:47:05,735 - mmaction - INFO - Epoch [38][3060/3757] lr: 1.000e-03, eta: 7:51:35, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.1061, loss: 1.1061, grad_norm: 6.8120 2020-07-26 03:47:17,893 - mmaction - INFO - Epoch [38][3080/3757] lr: 1.000e-03, eta: 7:51:23, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0395, loss: 1.0395, grad_norm: 6.2818 2020-07-26 03:47:30,024 - mmaction - INFO - Epoch [38][3100/3757] lr: 1.000e-03, eta: 7:51:10, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.0875, loss: 1.0875, grad_norm: 6.5083 2020-07-26 03:47:42,099 - mmaction - INFO - Epoch [38][3120/3757] lr: 1.000e-03, eta: 7:50:58, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9094, loss_cls: 1.0714, loss: 1.0714, grad_norm: 6.6991 2020-07-26 03:47:54,427 - mmaction - INFO - Epoch [38][3140/3757] lr: 1.000e-03, eta: 7:50:45, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 1.0065, loss: 1.0065, grad_norm: 6.6134 2020-07-26 03:48:06,487 - mmaction - INFO - Epoch [38][3160/3757] lr: 1.000e-03, eta: 7:50:33, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9078, loss_cls: 1.0762, loss: 1.0762, grad_norm: 6.6296 2020-07-26 03:48:18,832 - mmaction - INFO - Epoch [38][3180/3757] lr: 1.000e-03, eta: 7:50:21, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0670, loss: 1.0670, grad_norm: 6.5305 2020-07-26 03:48:30,855 - mmaction - INFO - Epoch [38][3200/3757] lr: 1.000e-03, eta: 7:50:08, time: 0.607, data_time: 0.009, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9078, loss_cls: 1.0487, loss: 1.0487, grad_norm: 6.5268 2020-07-26 03:48:43,088 - mmaction - INFO - Epoch [38][3220/3757] lr: 1.000e-03, eta: 7:49:56, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0905, loss: 1.0905, grad_norm: 6.6558 2020-07-26 03:48:55,217 - mmaction - INFO - Epoch [38][3240/3757] lr: 1.000e-03, eta: 7:49:43, time: 0.609, data_time: 0.009, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9016, loss_cls: 0.9698, loss: 0.9698, grad_norm: 6.2313 2020-07-26 03:49:07,385 - mmaction - INFO - Epoch [38][3260/3757] lr: 1.000e-03, eta: 7:49:31, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0788, loss: 1.0788, grad_norm: 6.4955 2020-07-26 03:49:19,514 - mmaction - INFO - Epoch [38][3280/3757] lr: 1.000e-03, eta: 7:49:18, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1536, loss: 1.1536, grad_norm: 6.8165 2020-07-26 03:49:31,687 - mmaction - INFO - Epoch [38][3300/3757] lr: 1.000e-03, eta: 7:49:06, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0128, loss: 1.0128, grad_norm: 6.3961 2020-07-26 03:49:43,939 - mmaction - INFO - Epoch [38][3320/3757] lr: 1.000e-03, eta: 7:48:54, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.9008, loss_cls: 1.1098, loss: 1.1098, grad_norm: 6.6860 2020-07-26 03:49:56,169 - mmaction - INFO - Epoch [38][3340/3757] lr: 1.000e-03, eta: 7:48:41, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9008, loss_cls: 1.0734, loss: 1.0734, grad_norm: 6.5512 2020-07-26 03:50:08,340 - mmaction - INFO - Epoch [38][3360/3757] lr: 1.000e-03, eta: 7:48:29, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9047, loss_cls: 1.0795, loss: 1.0795, grad_norm: 6.6494 2020-07-26 03:50:20,567 - mmaction - INFO - Epoch [38][3380/3757] lr: 1.000e-03, eta: 7:48:16, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9016, loss_cls: 1.0455, loss: 1.0455, grad_norm: 6.6072 2020-07-26 03:50:32,749 - mmaction - INFO - Epoch [38][3400/3757] lr: 1.000e-03, eta: 7:48:04, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9016, loss_cls: 1.0608, loss: 1.0608, grad_norm: 6.5833 2020-07-26 03:50:45,106 - mmaction - INFO - Epoch [38][3420/3757] lr: 1.000e-03, eta: 7:47:52, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.1059, loss: 1.1059, grad_norm: 6.5478 2020-07-26 03:50:57,292 - mmaction - INFO - Epoch [38][3440/3757] lr: 1.000e-03, eta: 7:47:39, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.1009, loss: 1.1009, grad_norm: 6.5204 2020-07-26 03:51:09,474 - mmaction - INFO - Epoch [38][3460/3757] lr: 1.000e-03, eta: 7:47:27, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.1483, loss: 1.1483, grad_norm: 6.6512 2020-07-26 03:51:21,643 - mmaction - INFO - Epoch [38][3480/3757] lr: 1.000e-03, eta: 7:47:14, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9070, loss_cls: 1.0863, loss: 1.0863, grad_norm: 6.5189 2020-07-26 03:51:33,914 - mmaction - INFO - Epoch [38][3500/3757] lr: 1.000e-03, eta: 7:47:02, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.1058, loss: 1.1058, grad_norm: 6.5363 2020-07-26 03:51:46,063 - mmaction - INFO - Epoch [38][3520/3757] lr: 1.000e-03, eta: 7:46:50, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9172, loss_cls: 1.0078, loss: 1.0078, grad_norm: 6.4133 2020-07-26 03:51:58,305 - mmaction - INFO - Epoch [38][3540/3757] lr: 1.000e-03, eta: 7:46:37, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9078, loss_cls: 1.0290, loss: 1.0290, grad_norm: 6.4470 2020-07-26 03:52:10,569 - mmaction - INFO - Epoch [38][3560/3757] lr: 1.000e-03, eta: 7:46:25, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9000, loss_cls: 1.0799, loss: 1.0799, grad_norm: 6.4166 2020-07-26 03:52:22,766 - mmaction - INFO - Epoch [38][3580/3757] lr: 1.000e-03, eta: 7:46:12, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.0513, loss: 1.0513, grad_norm: 6.5553 2020-07-26 03:52:34,750 - mmaction - INFO - Epoch [38][3600/3757] lr: 1.000e-03, eta: 7:46:00, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9078, loss_cls: 1.0370, loss: 1.0370, grad_norm: 6.5724 2020-07-26 03:52:47,065 - mmaction - INFO - Epoch [38][3620/3757] lr: 1.000e-03, eta: 7:45:48, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0837, loss: 1.0837, grad_norm: 6.5994 2020-07-26 03:52:59,184 - mmaction - INFO - Epoch [38][3640/3757] lr: 1.000e-03, eta: 7:45:35, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8984, loss_cls: 1.1324, loss: 1.1324, grad_norm: 6.7187 2020-07-26 03:53:11,530 - mmaction - INFO - Epoch [38][3660/3757] lr: 1.000e-03, eta: 7:45:23, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 1.0040, loss: 1.0040, grad_norm: 6.4372 2020-07-26 03:53:23,549 - mmaction - INFO - Epoch [38][3680/3757] lr: 1.000e-03, eta: 7:45:10, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9062, loss_cls: 1.0763, loss: 1.0763, grad_norm: 6.7407 2020-07-26 03:53:35,753 - mmaction - INFO - Epoch [38][3700/3757] lr: 1.000e-03, eta: 7:44:58, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9102, loss_cls: 0.9676, loss: 0.9676, grad_norm: 6.2115 2020-07-26 03:53:47,865 - mmaction - INFO - Epoch [38][3720/3757] lr: 1.000e-03, eta: 7:44:45, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0462, loss: 1.0462, grad_norm: 6.3400 2020-07-26 03:54:00,151 - mmaction - INFO - Epoch [38][3740/3757] lr: 1.000e-03, eta: 7:44:33, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9117, loss_cls: 0.9772, loss: 0.9772, grad_norm: 6.3946 2020-07-26 03:54:10,562 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-07-26 03:54:33,565 - mmaction - INFO - Epoch [39][20/3757] lr: 1.000e-03, eta: 7:44:10, time: 1.129, data_time: 0.508, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0626, loss: 1.0626, grad_norm: 6.4235 2020-07-26 03:54:45,769 - mmaction - INFO - Epoch [39][40/3757] lr: 1.000e-03, eta: 7:43:58, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8922, loss_cls: 1.1270, loss: 1.1270, grad_norm: 6.6820 2020-07-26 03:54:57,817 - mmaction - INFO - Epoch [39][60/3757] lr: 1.000e-03, eta: 7:43:45, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0448, loss: 1.0448, grad_norm: 6.5167 2020-07-26 03:55:10,109 - mmaction - INFO - Epoch [39][80/3757] lr: 1.000e-03, eta: 7:43:33, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9180, loss_cls: 1.0254, loss: 1.0254, grad_norm: 6.5362 2020-07-26 03:55:22,112 - mmaction - INFO - Epoch [39][100/3757] lr: 1.000e-03, eta: 7:43:20, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9164, loss_cls: 0.9948, loss: 0.9948, grad_norm: 6.3536 2020-07-26 03:55:34,340 - mmaction - INFO - Epoch [39][120/3757] lr: 1.000e-03, eta: 7:43:08, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0336, loss: 1.0336, grad_norm: 6.3885 2020-07-26 03:55:46,620 - mmaction - INFO - Epoch [39][140/3757] lr: 1.000e-03, eta: 7:42:56, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.8906, loss_cls: 1.0581, loss: 1.0581, grad_norm: 6.1924 2020-07-26 03:55:58,877 - mmaction - INFO - Epoch [39][160/3757] lr: 1.000e-03, eta: 7:42:43, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9913, loss: 0.9913, grad_norm: 6.2677 2020-07-26 03:56:10,987 - mmaction - INFO - Epoch [39][180/3757] lr: 1.000e-03, eta: 7:42:31, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.0530, loss: 1.0530, grad_norm: 6.4111 2020-07-26 03:56:23,220 - mmaction - INFO - Epoch [39][200/3757] lr: 1.000e-03, eta: 7:42:18, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 1.0413, loss: 1.0413, grad_norm: 6.5246 2020-07-26 03:56:35,389 - mmaction - INFO - Epoch [39][220/3757] lr: 1.000e-03, eta: 7:42:06, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9164, loss_cls: 0.9913, loss: 0.9913, grad_norm: 6.2759 2020-07-26 03:56:47,685 - mmaction - INFO - Epoch [39][240/3757] lr: 1.000e-03, eta: 7:41:53, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.0407, loss: 1.0407, grad_norm: 6.6019 2020-07-26 03:56:59,822 - mmaction - INFO - Epoch [39][260/3757] lr: 1.000e-03, eta: 7:41:41, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 1.0205, loss: 1.0205, grad_norm: 6.6082 2020-07-26 03:57:12,053 - mmaction - INFO - Epoch [39][280/3757] lr: 1.000e-03, eta: 7:41:29, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9164, loss_cls: 0.9728, loss: 0.9728, grad_norm: 6.4383 2020-07-26 03:57:24,311 - mmaction - INFO - Epoch [39][300/3757] lr: 1.000e-03, eta: 7:41:16, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9117, loss_cls: 1.0314, loss: 1.0314, grad_norm: 6.4340 2020-07-26 03:57:36,512 - mmaction - INFO - Epoch [39][320/3757] lr: 1.000e-03, eta: 7:41:04, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9086, loss_cls: 1.0281, loss: 1.0281, grad_norm: 6.4702 2020-07-26 03:57:48,556 - mmaction - INFO - Epoch [39][340/3757] lr: 1.000e-03, eta: 7:40:51, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9125, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.3864 2020-07-26 03:58:00,835 - mmaction - INFO - Epoch [39][360/3757] lr: 1.000e-03, eta: 7:40:39, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.0877, loss: 1.0877, grad_norm: 6.5008 2020-07-26 03:58:12,989 - mmaction - INFO - Epoch [39][380/3757] lr: 1.000e-03, eta: 7:40:27, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9180, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.3853 2020-07-26 03:58:25,263 - mmaction - INFO - Epoch [39][400/3757] lr: 1.000e-03, eta: 7:40:14, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9078, loss_cls: 1.0650, loss: 1.0650, grad_norm: 6.4863 2020-07-26 03:58:37,339 - mmaction - INFO - Epoch [39][420/3757] lr: 1.000e-03, eta: 7:40:02, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.0846, loss: 1.0846, grad_norm: 6.7356 2020-07-26 03:58:49,666 - mmaction - INFO - Epoch [39][440/3757] lr: 1.000e-03, eta: 7:39:49, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0950, loss: 1.0950, grad_norm: 6.4973 2020-07-26 03:59:01,905 - mmaction - INFO - Epoch [39][460/3757] lr: 1.000e-03, eta: 7:39:37, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9109, loss_cls: 1.0066, loss: 1.0066, grad_norm: 6.3670 2020-07-26 03:59:14,118 - mmaction - INFO - Epoch [39][480/3757] lr: 1.000e-03, eta: 7:39:25, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9109, loss_cls: 0.9955, loss: 0.9955, grad_norm: 6.4205 2020-07-26 03:59:26,177 - mmaction - INFO - Epoch [39][500/3757] lr: 1.000e-03, eta: 7:39:12, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.7508, top5_acc: 0.8984, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.2843 2020-07-26 03:59:38,538 - mmaction - INFO - Epoch [39][520/3757] lr: 1.000e-03, eta: 7:39:00, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8969, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.8157 2020-07-26 03:59:50,532 - mmaction - INFO - Epoch [39][540/3757] lr: 1.000e-03, eta: 7:38:47, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 1.0353, loss: 1.0353, grad_norm: 6.3533 2020-07-26 04:00:06,399 - mmaction - INFO - Epoch [39][560/3757] lr: 1.000e-03, eta: 7:38:36, time: 0.792, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9141, loss_cls: 1.0227, loss: 1.0227, grad_norm: 6.4166 2020-07-26 04:00:18,366 - mmaction - INFO - Epoch [39][580/3757] lr: 1.000e-03, eta: 7:38:24, time: 0.600, data_time: 0.004, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.0820, loss: 1.0820, grad_norm: 6.7010 2020-07-26 04:00:30,641 - mmaction - INFO - Epoch [39][600/3757] lr: 1.000e-03, eta: 7:38:11, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9195, loss_cls: 0.9889, loss: 0.9889, grad_norm: 6.5794 2020-07-26 04:00:42,663 - mmaction - INFO - Epoch [39][620/3757] lr: 1.000e-03, eta: 7:37:59, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0648, loss: 1.0648, grad_norm: 6.5340 2020-07-26 04:00:54,843 - mmaction - INFO - Epoch [39][640/3757] lr: 1.000e-03, eta: 7:37:46, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.2377 2020-07-26 04:01:07,011 - mmaction - INFO - Epoch [39][660/3757] lr: 1.000e-03, eta: 7:37:34, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9976, loss: 0.9976, grad_norm: 6.2999 2020-07-26 04:01:19,240 - mmaction - INFO - Epoch [39][680/3757] lr: 1.000e-03, eta: 7:37:21, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.9016, loss_cls: 1.1030, loss: 1.1030, grad_norm: 6.8017 2020-07-26 04:01:31,445 - mmaction - INFO - Epoch [39][700/3757] lr: 1.000e-03, eta: 7:37:09, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 1.0450, loss: 1.0450, grad_norm: 6.6137 2020-07-26 04:01:43,560 - mmaction - INFO - Epoch [39][720/3757] lr: 1.000e-03, eta: 7:36:57, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9117, loss_cls: 1.0276, loss: 1.0276, grad_norm: 6.4254 2020-07-26 04:01:55,774 - mmaction - INFO - Epoch [39][740/3757] lr: 1.000e-03, eta: 7:36:44, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.1296, loss: 1.1296, grad_norm: 6.8314 2020-07-26 04:02:07,835 - mmaction - INFO - Epoch [39][760/3757] lr: 1.000e-03, eta: 7:36:32, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9203, loss_cls: 0.9609, loss: 0.9609, grad_norm: 6.1684 2020-07-26 04:02:20,217 - mmaction - INFO - Epoch [39][780/3757] lr: 1.000e-03, eta: 7:36:19, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9808, loss: 0.9808, grad_norm: 6.2123 2020-07-26 04:02:32,379 - mmaction - INFO - Epoch [39][800/3757] lr: 1.000e-03, eta: 7:36:07, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1013, loss: 1.1013, grad_norm: 6.7078 2020-07-26 04:02:44,646 - mmaction - INFO - Epoch [39][820/3757] lr: 1.000e-03, eta: 7:35:55, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9039, loss_cls: 0.9967, loss: 0.9967, grad_norm: 6.3144 2020-07-26 04:02:56,862 - mmaction - INFO - Epoch [39][840/3757] lr: 1.000e-03, eta: 7:35:42, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.9031, loss_cls: 1.1294, loss: 1.1294, grad_norm: 6.8814 2020-07-26 04:03:08,921 - mmaction - INFO - Epoch [39][860/3757] lr: 1.000e-03, eta: 7:35:30, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9078, loss_cls: 1.0472, loss: 1.0472, grad_norm: 6.6192 2020-07-26 04:03:21,036 - mmaction - INFO - Epoch [39][880/3757] lr: 1.000e-03, eta: 7:35:17, time: 0.602, data_time: 0.005, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9102, loss_cls: 0.9947, loss: 0.9947, grad_norm: 6.3876 2020-07-26 04:03:33,138 - mmaction - INFO - Epoch [39][900/3757] lr: 1.000e-03, eta: 7:35:05, time: 0.609, data_time: 0.009, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9148, loss_cls: 1.0186, loss: 1.0186, grad_norm: 6.4533 2020-07-26 04:03:45,596 - mmaction - INFO - Epoch [39][920/3757] lr: 1.000e-03, eta: 7:34:53, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9086, loss_cls: 1.0195, loss: 1.0195, grad_norm: 6.3881 2020-07-26 04:03:57,683 - mmaction - INFO - Epoch [39][940/3757] lr: 1.000e-03, eta: 7:34:40, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9047, loss_cls: 1.0617, loss: 1.0617, grad_norm: 6.7153 2020-07-26 04:04:09,986 - mmaction - INFO - Epoch [39][960/3757] lr: 1.000e-03, eta: 7:34:28, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0453, loss: 1.0453, grad_norm: 6.6189 2020-07-26 04:04:21,967 - mmaction - INFO - Epoch [39][980/3757] lr: 1.000e-03, eta: 7:34:15, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.1184, loss: 1.1184, grad_norm: 6.5549 2020-07-26 04:04:34,235 - mmaction - INFO - Epoch [39][1000/3757] lr: 1.000e-03, eta: 7:34:03, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.9015 2020-07-26 04:04:46,306 - mmaction - INFO - Epoch [39][1020/3757] lr: 1.000e-03, eta: 7:33:50, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9086, loss_cls: 1.0434, loss: 1.0434, grad_norm: 6.8584 2020-07-26 04:04:58,689 - mmaction - INFO - Epoch [39][1040/3757] lr: 1.000e-03, eta: 7:33:38, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9117, loss_cls: 1.0003, loss: 1.0003, grad_norm: 6.3996 2020-07-26 04:05:10,933 - mmaction - INFO - Epoch [39][1060/3757] lr: 1.000e-03, eta: 7:33:26, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.9047, loss_cls: 1.1182, loss: 1.1182, grad_norm: 6.8697 2020-07-26 04:05:23,302 - mmaction - INFO - Epoch [39][1080/3757] lr: 1.000e-03, eta: 7:33:13, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9062, loss_cls: 1.0704, loss: 1.0704, grad_norm: 6.8632 2020-07-26 04:05:35,317 - mmaction - INFO - Epoch [39][1100/3757] lr: 1.000e-03, eta: 7:33:01, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9039, loss_cls: 1.0375, loss: 1.0375, grad_norm: 6.5084 2020-07-26 04:05:47,485 - mmaction - INFO - Epoch [39][1120/3757] lr: 1.000e-03, eta: 7:32:48, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9000, loss_cls: 1.0661, loss: 1.0661, grad_norm: 6.6591 2020-07-26 04:05:59,537 - mmaction - INFO - Epoch [39][1140/3757] lr: 1.000e-03, eta: 7:32:36, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0698, loss: 1.0698, grad_norm: 6.5146 2020-07-26 04:06:11,675 - mmaction - INFO - Epoch [39][1160/3757] lr: 1.000e-03, eta: 7:32:23, time: 0.601, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.9086, loss_cls: 1.0593, loss: 1.0593, grad_norm: 6.6824 2020-07-26 04:06:23,768 - mmaction - INFO - Epoch [39][1180/3757] lr: 1.000e-03, eta: 7:32:11, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9016, loss_cls: 1.0648, loss: 1.0648, grad_norm: 6.5276 2020-07-26 04:06:35,976 - mmaction - INFO - Epoch [39][1200/3757] lr: 1.000e-03, eta: 7:31:59, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.5834 2020-07-26 04:06:47,989 - mmaction - INFO - Epoch [39][1220/3757] lr: 1.000e-03, eta: 7:31:46, time: 0.600, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9070, loss_cls: 1.0549, loss: 1.0549, grad_norm: 6.6026 2020-07-26 04:07:00,248 - mmaction - INFO - Epoch [39][1240/3757] lr: 1.000e-03, eta: 7:31:34, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.0965, loss: 1.0965, grad_norm: 6.7014 2020-07-26 04:07:12,521 - mmaction - INFO - Epoch [39][1260/3757] lr: 1.000e-03, eta: 7:31:21, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1227, loss: 1.1227, grad_norm: 6.8143 2020-07-26 04:07:24,855 - mmaction - INFO - Epoch [39][1280/3757] lr: 1.000e-03, eta: 7:31:09, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9086, loss_cls: 1.0736, loss: 1.0736, grad_norm: 6.5453 2020-07-26 04:07:37,086 - mmaction - INFO - Epoch [39][1300/3757] lr: 1.000e-03, eta: 7:30:57, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9039, loss_cls: 1.0680, loss: 1.0680, grad_norm: 6.7722 2020-07-26 04:07:49,298 - mmaction - INFO - Epoch [39][1320/3757] lr: 1.000e-03, eta: 7:30:44, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9797, loss: 0.9797, grad_norm: 6.4192 2020-07-26 04:08:01,411 - mmaction - INFO - Epoch [39][1340/3757] lr: 1.000e-03, eta: 7:30:32, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9062, loss_cls: 1.0466, loss: 1.0466, grad_norm: 6.6003 2020-07-26 04:08:13,758 - mmaction - INFO - Epoch [39][1360/3757] lr: 1.000e-03, eta: 7:30:19, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9094, loss_cls: 1.0380, loss: 1.0380, grad_norm: 6.6320 2020-07-26 04:08:25,930 - mmaction - INFO - Epoch [39][1380/3757] lr: 1.000e-03, eta: 7:30:07, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9023, loss_cls: 1.0594, loss: 1.0594, grad_norm: 6.5599 2020-07-26 04:08:38,124 - mmaction - INFO - Epoch [39][1400/3757] lr: 1.000e-03, eta: 7:29:55, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9187, loss_cls: 0.9894, loss: 0.9894, grad_norm: 6.5073 2020-07-26 04:08:50,926 - mmaction - INFO - Epoch [39][1420/3757] lr: 1.000e-03, eta: 7:29:42, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9125, loss_cls: 1.0391, loss: 1.0391, grad_norm: 6.5941 2020-07-26 04:09:03,253 - mmaction - INFO - Epoch [39][1440/3757] lr: 1.000e-03, eta: 7:29:30, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9031, loss_cls: 1.0700, loss: 1.0700, grad_norm: 6.7860 2020-07-26 04:09:15,437 - mmaction - INFO - Epoch [39][1460/3757] lr: 1.000e-03, eta: 7:29:18, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9728, loss: 0.9728, grad_norm: 6.2922 2020-07-26 04:09:27,643 - mmaction - INFO - Epoch [39][1480/3757] lr: 1.000e-03, eta: 7:29:05, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.6015 2020-07-26 04:09:39,790 - mmaction - INFO - Epoch [39][1500/3757] lr: 1.000e-03, eta: 7:28:53, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0688, loss: 1.0688, grad_norm: 6.4561 2020-07-26 04:09:52,028 - mmaction - INFO - Epoch [39][1520/3757] lr: 1.000e-03, eta: 7:28:40, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9180, loss_cls: 0.9834, loss: 0.9834, grad_norm: 6.5521 2020-07-26 04:10:04,227 - mmaction - INFO - Epoch [39][1540/3757] lr: 1.000e-03, eta: 7:28:28, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0833, loss: 1.0833, grad_norm: 6.4183 2020-07-26 04:10:16,591 - mmaction - INFO - Epoch [39][1560/3757] lr: 1.000e-03, eta: 7:28:16, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8914, loss_cls: 1.0963, loss: 1.0963, grad_norm: 6.5735 2020-07-26 04:10:28,752 - mmaction - INFO - Epoch [39][1580/3757] lr: 1.000e-03, eta: 7:28:03, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0403, loss: 1.0403, grad_norm: 6.7663 2020-07-26 04:10:40,919 - mmaction - INFO - Epoch [39][1600/3757] lr: 1.000e-03, eta: 7:27:51, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0342, loss: 1.0342, grad_norm: 6.3812 2020-07-26 04:10:53,592 - mmaction - INFO - Epoch [39][1620/3757] lr: 1.000e-03, eta: 7:27:39, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0593, loss: 1.0593, grad_norm: 6.6424 2020-07-26 04:11:05,749 - mmaction - INFO - Epoch [39][1640/3757] lr: 1.000e-03, eta: 7:27:26, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.1002, loss: 1.1002, grad_norm: 6.4620 2020-07-26 04:11:17,925 - mmaction - INFO - Epoch [39][1660/3757] lr: 1.000e-03, eta: 7:27:14, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9039, loss_cls: 1.0464, loss: 1.0464, grad_norm: 6.6635 2020-07-26 04:11:30,249 - mmaction - INFO - Epoch [39][1680/3757] lr: 1.000e-03, eta: 7:27:01, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9148, loss_cls: 1.0138, loss: 1.0138, grad_norm: 6.3844 2020-07-26 04:11:42,359 - mmaction - INFO - Epoch [39][1700/3757] lr: 1.000e-03, eta: 7:26:49, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9078, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.8514 2020-07-26 04:11:54,630 - mmaction - INFO - Epoch [39][1720/3757] lr: 1.000e-03, eta: 7:26:37, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.9008, loss_cls: 1.0935, loss: 1.0935, grad_norm: 6.6660 2020-07-26 04:12:06,855 - mmaction - INFO - Epoch [39][1740/3757] lr: 1.000e-03, eta: 7:26:24, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1027, loss: 1.1027, grad_norm: 6.8594 2020-07-26 04:12:19,139 - mmaction - INFO - Epoch [39][1760/3757] lr: 1.000e-03, eta: 7:26:12, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9691, loss: 0.9691, grad_norm: 6.2336 2020-07-26 04:12:31,216 - mmaction - INFO - Epoch [39][1780/3757] lr: 1.000e-03, eta: 7:25:59, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9070, loss_cls: 0.9654, loss: 0.9654, grad_norm: 5.9786 2020-07-26 04:12:43,501 - mmaction - INFO - Epoch [39][1800/3757] lr: 1.000e-03, eta: 7:25:47, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9078, loss_cls: 1.0307, loss: 1.0307, grad_norm: 6.4496 2020-07-26 04:12:55,564 - mmaction - INFO - Epoch [39][1820/3757] lr: 1.000e-03, eta: 7:25:34, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.0857, loss: 1.0857, grad_norm: 6.4733 2020-07-26 04:13:07,892 - mmaction - INFO - Epoch [39][1840/3757] lr: 1.000e-03, eta: 7:25:22, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.5377 2020-07-26 04:13:20,194 - mmaction - INFO - Epoch [39][1860/3757] lr: 1.000e-03, eta: 7:25:10, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9016, loss_cls: 1.0836, loss: 1.0836, grad_norm: 6.6973 2020-07-26 04:13:32,426 - mmaction - INFO - Epoch [39][1880/3757] lr: 1.000e-03, eta: 7:24:57, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0662, loss: 1.0662, grad_norm: 6.5718 2020-07-26 04:13:44,536 - mmaction - INFO - Epoch [39][1900/3757] lr: 1.000e-03, eta: 7:24:45, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8852, loss_cls: 1.0702, loss: 1.0702, grad_norm: 6.4688 2020-07-26 04:13:56,777 - mmaction - INFO - Epoch [39][1920/3757] lr: 1.000e-03, eta: 7:24:32, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9016, loss_cls: 1.0675, loss: 1.0675, grad_norm: 6.3919 2020-07-26 04:14:08,899 - mmaction - INFO - Epoch [39][1940/3757] lr: 1.000e-03, eta: 7:24:20, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9125, loss_cls: 1.0546, loss: 1.0546, grad_norm: 6.7277 2020-07-26 04:14:21,138 - mmaction - INFO - Epoch [39][1960/3757] lr: 1.000e-03, eta: 7:24:08, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9008, loss_cls: 1.0341, loss: 1.0341, grad_norm: 6.4019 2020-07-26 04:14:33,362 - mmaction - INFO - Epoch [39][1980/3757] lr: 1.000e-03, eta: 7:23:55, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.0932, loss: 1.0932, grad_norm: 6.6484 2020-07-26 04:14:45,710 - mmaction - INFO - Epoch [39][2000/3757] lr: 1.000e-03, eta: 7:23:43, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8898, loss_cls: 1.0782, loss: 1.0782, grad_norm: 6.5214 2020-07-26 04:14:57,780 - mmaction - INFO - Epoch [39][2020/3757] lr: 1.000e-03, eta: 7:23:30, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8977, loss_cls: 1.0921, loss: 1.0921, grad_norm: 6.5485 2020-07-26 04:15:10,049 - mmaction - INFO - Epoch [39][2040/3757] lr: 1.000e-03, eta: 7:23:18, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 0.9580, loss: 0.9580, grad_norm: 6.1826 2020-07-26 04:15:22,111 - mmaction - INFO - Epoch [39][2060/3757] lr: 1.000e-03, eta: 7:23:06, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9070, loss_cls: 1.0321, loss: 1.0321, grad_norm: 6.5385 2020-07-26 04:15:34,399 - mmaction - INFO - Epoch [39][2080/3757] lr: 1.000e-03, eta: 7:22:53, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0702, loss: 1.0702, grad_norm: 6.4881 2020-07-26 04:15:46,380 - mmaction - INFO - Epoch [39][2100/3757] lr: 1.000e-03, eta: 7:22:41, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0725, loss: 1.0725, grad_norm: 6.6268 2020-07-26 04:15:58,521 - mmaction - INFO - Epoch [39][2120/3757] lr: 1.000e-03, eta: 7:22:28, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9031, loss_cls: 1.0672, loss: 1.0672, grad_norm: 6.4268 2020-07-26 04:16:10,891 - mmaction - INFO - Epoch [39][2140/3757] lr: 1.000e-03, eta: 7:22:16, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9008, loss_cls: 1.0658, loss: 1.0658, grad_norm: 6.7181 2020-07-26 04:16:23,041 - mmaction - INFO - Epoch [39][2160/3757] lr: 1.000e-03, eta: 7:22:04, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 0.9790, loss: 0.9790, grad_norm: 6.4147 2020-07-26 04:16:35,170 - mmaction - INFO - Epoch [39][2180/3757] lr: 1.000e-03, eta: 7:21:51, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0375, loss: 1.0375, grad_norm: 6.5435 2020-07-26 04:16:47,478 - mmaction - INFO - Epoch [39][2200/3757] lr: 1.000e-03, eta: 7:21:39, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.6814 2020-07-26 04:16:59,635 - mmaction - INFO - Epoch [39][2220/3757] lr: 1.000e-03, eta: 7:21:26, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9047, loss_cls: 1.0374, loss: 1.0374, grad_norm: 6.4076 2020-07-26 04:17:11,805 - mmaction - INFO - Epoch [39][2240/3757] lr: 1.000e-03, eta: 7:21:14, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9031, loss_cls: 1.0091, loss: 1.0091, grad_norm: 6.4478 2020-07-26 04:17:23,959 - mmaction - INFO - Epoch [39][2260/3757] lr: 1.000e-03, eta: 7:21:02, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0842, loss: 1.0842, grad_norm: 6.6804 2020-07-26 04:17:36,074 - mmaction - INFO - Epoch [39][2280/3757] lr: 1.000e-03, eta: 7:20:49, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 1.0140, loss: 1.0140, grad_norm: 6.4068 2020-07-26 04:17:48,301 - mmaction - INFO - Epoch [39][2300/3757] lr: 1.000e-03, eta: 7:20:37, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.8048 2020-07-26 04:18:00,433 - mmaction - INFO - Epoch [39][2320/3757] lr: 1.000e-03, eta: 7:20:24, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.0848, loss: 1.0848, grad_norm: 6.7696 2020-07-26 04:18:12,587 - mmaction - INFO - Epoch [39][2340/3757] lr: 1.000e-03, eta: 7:20:12, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9148, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.2827 2020-07-26 04:18:24,671 - mmaction - INFO - Epoch [39][2360/3757] lr: 1.000e-03, eta: 7:19:59, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9086, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.5001 2020-07-26 04:18:37,138 - mmaction - INFO - Epoch [39][2380/3757] lr: 1.000e-03, eta: 7:19:47, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0869, loss: 1.0869, grad_norm: 6.6311 2020-07-26 04:18:49,307 - mmaction - INFO - Epoch [39][2400/3757] lr: 1.000e-03, eta: 7:19:35, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9156, loss_cls: 0.9926, loss: 0.9926, grad_norm: 6.4378 2020-07-26 04:19:01,597 - mmaction - INFO - Epoch [39][2420/3757] lr: 1.000e-03, eta: 7:19:22, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0783, loss: 1.0783, grad_norm: 6.5308 2020-07-26 04:19:13,838 - mmaction - INFO - Epoch [39][2440/3757] lr: 1.000e-03, eta: 7:19:10, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0623, loss: 1.0623, grad_norm: 6.6238 2020-07-26 04:19:26,152 - mmaction - INFO - Epoch [39][2460/3757] lr: 1.000e-03, eta: 7:18:58, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9172, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.5706 2020-07-26 04:19:38,316 - mmaction - INFO - Epoch [39][2480/3757] lr: 1.000e-03, eta: 7:18:45, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9148, loss_cls: 1.0047, loss: 1.0047, grad_norm: 6.3977 2020-07-26 04:19:50,581 - mmaction - INFO - Epoch [39][2500/3757] lr: 1.000e-03, eta: 7:18:33, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9187, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.6188 2020-07-26 04:20:02,707 - mmaction - INFO - Epoch [39][2520/3757] lr: 1.000e-03, eta: 7:18:20, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 1.0152, loss: 1.0152, grad_norm: 6.3882 2020-07-26 04:20:14,841 - mmaction - INFO - Epoch [39][2540/3757] lr: 1.000e-03, eta: 7:18:08, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9008, loss_cls: 1.0156, loss: 1.0156, grad_norm: 6.4569 2020-07-26 04:20:27,324 - mmaction - INFO - Epoch [39][2560/3757] lr: 1.000e-03, eta: 7:17:56, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9102, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.5253 2020-07-26 04:20:39,496 - mmaction - INFO - Epoch [39][2580/3757] lr: 1.000e-03, eta: 7:17:43, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9055, loss_cls: 1.0321, loss: 1.0321, grad_norm: 6.4823 2020-07-26 04:20:51,768 - mmaction - INFO - Epoch [39][2600/3757] lr: 1.000e-03, eta: 7:17:31, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9125, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.7277 2020-07-26 04:21:03,890 - mmaction - INFO - Epoch [39][2620/3757] lr: 1.000e-03, eta: 7:17:18, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8992, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.7713 2020-07-26 04:21:16,085 - mmaction - INFO - Epoch [39][2640/3757] lr: 1.000e-03, eta: 7:17:06, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9917, loss: 0.9917, grad_norm: 6.4843 2020-07-26 04:21:28,265 - mmaction - INFO - Epoch [39][2660/3757] lr: 1.000e-03, eta: 7:16:54, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 1.0064, loss: 1.0064, grad_norm: 6.5676 2020-07-26 04:21:40,592 - mmaction - INFO - Epoch [39][2680/3757] lr: 1.000e-03, eta: 7:16:41, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9062, loss_cls: 1.0446, loss: 1.0446, grad_norm: 6.7367 2020-07-26 04:21:52,625 - mmaction - INFO - Epoch [39][2700/3757] lr: 1.000e-03, eta: 7:16:29, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7445, top5_acc: 0.8953, loss_cls: 1.0499, loss: 1.0499, grad_norm: 6.3015 2020-07-26 04:22:04,760 - mmaction - INFO - Epoch [39][2720/3757] lr: 1.000e-03, eta: 7:16:16, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 1.0215, loss: 1.0215, grad_norm: 6.5800 2020-07-26 04:22:16,988 - mmaction - INFO - Epoch [39][2740/3757] lr: 1.000e-03, eta: 7:16:04, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9055, loss_cls: 0.9853, loss: 0.9853, grad_norm: 6.3361 2020-07-26 04:22:29,333 - mmaction - INFO - Epoch [39][2760/3757] lr: 1.000e-03, eta: 7:15:52, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.1059 2020-07-26 04:22:41,499 - mmaction - INFO - Epoch [39][2780/3757] lr: 1.000e-03, eta: 7:15:39, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.1141, loss: 1.1141, grad_norm: 6.7940 2020-07-26 04:22:53,624 - mmaction - INFO - Epoch [39][2800/3757] lr: 1.000e-03, eta: 7:15:27, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7391, top5_acc: 0.8945, loss_cls: 1.1073, loss: 1.1073, grad_norm: 6.6995 2020-07-26 04:23:05,971 - mmaction - INFO - Epoch [39][2820/3757] lr: 1.000e-03, eta: 7:15:14, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.0803, loss: 1.0803, grad_norm: 6.5841 2020-07-26 04:23:18,064 - mmaction - INFO - Epoch [39][2840/3757] lr: 1.000e-03, eta: 7:15:02, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.0547, loss: 1.0547, grad_norm: 6.4104 2020-07-26 04:23:30,273 - mmaction - INFO - Epoch [39][2860/3757] lr: 1.000e-03, eta: 7:14:49, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9219, loss_cls: 0.9649, loss: 0.9649, grad_norm: 6.3197 2020-07-26 04:23:42,286 - mmaction - INFO - Epoch [39][2880/3757] lr: 1.000e-03, eta: 7:14:37, time: 0.601, data_time: 0.003, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0501, loss: 1.0501, grad_norm: 6.4737 2020-07-26 04:23:54,444 - mmaction - INFO - Epoch [39][2900/3757] lr: 1.000e-03, eta: 7:14:25, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9008, loss_cls: 1.0568, loss: 1.0568, grad_norm: 6.4881 2020-07-26 04:24:06,735 - mmaction - INFO - Epoch [39][2920/3757] lr: 1.000e-03, eta: 7:14:12, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 1.0059, loss: 1.0059, grad_norm: 6.4261 2020-07-26 04:24:18,811 - mmaction - INFO - Epoch [39][2940/3757] lr: 1.000e-03, eta: 7:14:00, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8984, loss_cls: 1.0721, loss: 1.0721, grad_norm: 6.6445 2020-07-26 04:24:30,880 - mmaction - INFO - Epoch [39][2960/3757] lr: 1.000e-03, eta: 7:13:47, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9008, loss_cls: 1.0807, loss: 1.0807, grad_norm: 6.5242 2020-07-26 04:24:43,230 - mmaction - INFO - Epoch [39][2980/3757] lr: 1.000e-03, eta: 7:13:35, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9180, loss_cls: 0.9482, loss: 0.9482, grad_norm: 6.3195 2020-07-26 04:24:55,559 - mmaction - INFO - Epoch [39][3000/3757] lr: 1.000e-03, eta: 7:13:23, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8984, loss_cls: 1.0795, loss: 1.0795, grad_norm: 6.5679 2020-07-26 04:25:07,677 - mmaction - INFO - Epoch [39][3020/3757] lr: 1.000e-03, eta: 7:13:10, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9094, loss_cls: 1.0550, loss: 1.0550, grad_norm: 6.8568 2020-07-26 04:25:19,900 - mmaction - INFO - Epoch [39][3040/3757] lr: 1.000e-03, eta: 7:12:58, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9000, loss_cls: 1.1054, loss: 1.1054, grad_norm: 6.6591 2020-07-26 04:25:31,997 - mmaction - INFO - Epoch [39][3060/3757] lr: 1.000e-03, eta: 7:12:45, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9865, loss: 0.9865, grad_norm: 6.3743 2020-07-26 04:25:44,299 - mmaction - INFO - Epoch [39][3080/3757] lr: 1.000e-03, eta: 7:12:33, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9008, loss_cls: 1.0752, loss: 1.0752, grad_norm: 6.7225 2020-07-26 04:25:56,413 - mmaction - INFO - Epoch [39][3100/3757] lr: 1.000e-03, eta: 7:12:21, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9141, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.3839 2020-07-26 04:26:08,595 - mmaction - INFO - Epoch [39][3120/3757] lr: 1.000e-03, eta: 7:12:08, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1732, loss: 1.1732, grad_norm: 6.8062 2020-07-26 04:26:20,756 - mmaction - INFO - Epoch [39][3140/3757] lr: 1.000e-03, eta: 7:11:56, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8984, loss_cls: 1.0804, loss: 1.0804, grad_norm: 6.5269 2020-07-26 04:26:33,158 - mmaction - INFO - Epoch [39][3160/3757] lr: 1.000e-03, eta: 7:11:43, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0835, loss: 1.0835, grad_norm: 6.4433 2020-07-26 04:26:45,381 - mmaction - INFO - Epoch [39][3180/3757] lr: 1.000e-03, eta: 7:11:31, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8852, loss_cls: 1.1138, loss: 1.1138, grad_norm: 6.7129 2020-07-26 04:26:57,599 - mmaction - INFO - Epoch [39][3200/3757] lr: 1.000e-03, eta: 7:11:19, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0556, loss: 1.0556, grad_norm: 6.6563 2020-07-26 04:27:09,744 - mmaction - INFO - Epoch [39][3220/3757] lr: 1.000e-03, eta: 7:11:06, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.9180, loss_cls: 1.0406, loss: 1.0406, grad_norm: 6.7370 2020-07-26 04:27:22,277 - mmaction - INFO - Epoch [39][3240/3757] lr: 1.000e-03, eta: 7:10:54, time: 0.626, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9031, loss_cls: 1.0614, loss: 1.0614, grad_norm: 6.5389 2020-07-26 04:27:34,455 - mmaction - INFO - Epoch [39][3260/3757] lr: 1.000e-03, eta: 7:10:41, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8906, loss_cls: 1.1018, loss: 1.1018, grad_norm: 6.6534 2020-07-26 04:27:46,602 - mmaction - INFO - Epoch [39][3280/3757] lr: 1.000e-03, eta: 7:10:29, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9094, loss_cls: 1.0533, loss: 1.0533, grad_norm: 6.6876 2020-07-26 04:27:58,883 - mmaction - INFO - Epoch [39][3300/3757] lr: 1.000e-03, eta: 7:10:17, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9156, loss_cls: 1.0265, loss: 1.0265, grad_norm: 6.6282 2020-07-26 04:28:10,891 - mmaction - INFO - Epoch [39][3320/3757] lr: 1.000e-03, eta: 7:10:04, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0324, loss: 1.0324, grad_norm: 6.3121 2020-07-26 04:28:23,103 - mmaction - INFO - Epoch [39][3340/3757] lr: 1.000e-03, eta: 7:09:52, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 0.9779, loss: 0.9779, grad_norm: 6.3188 2020-07-26 04:28:35,263 - mmaction - INFO - Epoch [39][3360/3757] lr: 1.000e-03, eta: 7:09:39, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8789, loss_cls: 1.1343, loss: 1.1343, grad_norm: 6.6249 2020-07-26 04:28:47,670 - mmaction - INFO - Epoch [39][3380/3757] lr: 1.000e-03, eta: 7:09:27, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8969, loss_cls: 1.1023, loss: 1.1023, grad_norm: 6.5940 2020-07-26 04:28:59,809 - mmaction - INFO - Epoch [39][3400/3757] lr: 1.000e-03, eta: 7:09:15, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9055, loss_cls: 1.0392, loss: 1.0392, grad_norm: 6.6528 2020-07-26 04:29:11,987 - mmaction - INFO - Epoch [39][3420/3757] lr: 1.000e-03, eta: 7:09:02, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1248, loss: 1.1248, grad_norm: 6.7264 2020-07-26 04:29:24,204 - mmaction - INFO - Epoch [39][3440/3757] lr: 1.000e-03, eta: 7:08:50, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0451, loss: 1.0451, grad_norm: 6.3573 2020-07-26 04:29:36,597 - mmaction - INFO - Epoch [39][3460/3757] lr: 1.000e-03, eta: 7:08:37, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9008, loss_cls: 1.0368, loss: 1.0368, grad_norm: 6.4103 2020-07-26 04:29:48,816 - mmaction - INFO - Epoch [39][3480/3757] lr: 1.000e-03, eta: 7:08:25, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9133, loss_cls: 1.0414, loss: 1.0414, grad_norm: 6.5654 2020-07-26 04:30:00,985 - mmaction - INFO - Epoch [39][3500/3757] lr: 1.000e-03, eta: 7:08:13, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9031, loss_cls: 1.0281, loss: 1.0281, grad_norm: 6.5882 2020-07-26 04:30:13,196 - mmaction - INFO - Epoch [39][3520/3757] lr: 1.000e-03, eta: 7:08:00, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.1130, loss: 1.1130, grad_norm: 6.6530 2020-07-26 04:30:25,381 - mmaction - INFO - Epoch [39][3540/3757] lr: 1.000e-03, eta: 7:07:48, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.0999, loss: 1.0999, grad_norm: 6.5548 2020-07-26 04:30:37,544 - mmaction - INFO - Epoch [39][3560/3757] lr: 1.000e-03, eta: 7:07:35, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.9000, loss_cls: 1.1040, loss: 1.1040, grad_norm: 6.7944 2020-07-26 04:30:49,926 - mmaction - INFO - Epoch [39][3580/3757] lr: 1.000e-03, eta: 7:07:23, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.0559, loss: 1.0559, grad_norm: 6.4071 2020-07-26 04:31:01,994 - mmaction - INFO - Epoch [39][3600/3757] lr: 1.000e-03, eta: 7:07:11, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.4804 2020-07-26 04:31:14,183 - mmaction - INFO - Epoch [39][3620/3757] lr: 1.000e-03, eta: 7:06:58, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9000, loss_cls: 1.1193, loss: 1.1193, grad_norm: 6.8955 2020-07-26 04:31:26,366 - mmaction - INFO - Epoch [39][3640/3757] lr: 1.000e-03, eta: 7:06:46, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9141, loss_cls: 1.0336, loss: 1.0336, grad_norm: 6.6885 2020-07-26 04:31:38,614 - mmaction - INFO - Epoch [39][3660/3757] lr: 1.000e-03, eta: 7:06:33, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 1.0101, loss: 1.0101, grad_norm: 6.3193 2020-07-26 04:31:50,743 - mmaction - INFO - Epoch [39][3680/3757] lr: 1.000e-03, eta: 7:06:21, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9195, loss_cls: 0.9724, loss: 0.9724, grad_norm: 6.4436 2020-07-26 04:32:03,013 - mmaction - INFO - Epoch [39][3700/3757] lr: 1.000e-03, eta: 7:06:09, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0373, loss: 1.0373, grad_norm: 6.4223 2020-07-26 04:32:15,154 - mmaction - INFO - Epoch [39][3720/3757] lr: 1.000e-03, eta: 7:05:56, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1306, loss: 1.1306, grad_norm: 6.8354 2020-07-26 04:32:27,382 - mmaction - INFO - Epoch [39][3740/3757] lr: 1.000e-03, eta: 7:05:44, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.8961, loss_cls: 1.0570, loss: 1.0570, grad_norm: 6.3332 2020-07-26 04:32:37,783 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-07-26 04:33:03,002 - mmaction - INFO - Epoch [40][20/3757] lr: 1.000e-03, eta: 7:05:21, time: 1.230, data_time: 0.606, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0695, loss: 1.0695, grad_norm: 6.4477 2020-07-26 04:33:15,057 - mmaction - INFO - Epoch [40][40/3757] lr: 1.000e-03, eta: 7:05:09, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9821, loss: 0.9821, grad_norm: 6.4195 2020-07-26 04:33:27,316 - mmaction - INFO - Epoch [40][60/3757] lr: 1.000e-03, eta: 7:04:57, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9195, loss_cls: 0.9732, loss: 0.9732, grad_norm: 6.2407 2020-07-26 04:33:39,312 - mmaction - INFO - Epoch [40][80/3757] lr: 1.000e-03, eta: 7:04:44, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9203, loss_cls: 0.9976, loss: 0.9976, grad_norm: 6.5390 2020-07-26 04:33:51,546 - mmaction - INFO - Epoch [40][100/3757] lr: 1.000e-03, eta: 7:04:32, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.0775, loss: 1.0775, grad_norm: 6.7409 2020-07-26 04:34:03,663 - mmaction - INFO - Epoch [40][120/3757] lr: 1.000e-03, eta: 7:04:19, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9172, loss_cls: 0.9693, loss: 0.9693, grad_norm: 6.4309 2020-07-26 04:34:15,834 - mmaction - INFO - Epoch [40][140/3757] lr: 1.000e-03, eta: 7:04:07, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9133, loss_cls: 1.0055, loss: 1.0055, grad_norm: 6.4712 2020-07-26 04:34:28,034 - mmaction - INFO - Epoch [40][160/3757] lr: 1.000e-03, eta: 7:03:55, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0102, loss: 1.0102, grad_norm: 6.4968 2020-07-26 04:34:40,199 - mmaction - INFO - Epoch [40][180/3757] lr: 1.000e-03, eta: 7:03:42, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.5976 2020-07-26 04:34:52,438 - mmaction - INFO - Epoch [40][200/3757] lr: 1.000e-03, eta: 7:03:30, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.1079, loss: 1.1079, grad_norm: 6.7194 2020-07-26 04:35:04,667 - mmaction - INFO - Epoch [40][220/3757] lr: 1.000e-03, eta: 7:03:17, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9070, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.6165 2020-07-26 04:35:16,845 - mmaction - INFO - Epoch [40][240/3757] lr: 1.000e-03, eta: 7:03:05, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7695, top5_acc: 0.9297, loss_cls: 0.9107, loss: 0.9107, grad_norm: 6.1862 2020-07-26 04:35:29,186 - mmaction - INFO - Epoch [40][260/3757] lr: 1.000e-03, eta: 7:02:53, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.2924 2020-07-26 04:35:41,947 - mmaction - INFO - Epoch [40][280/3757] lr: 1.000e-03, eta: 7:02:40, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0177, loss: 1.0177, grad_norm: 6.5671 2020-07-26 04:35:54,110 - mmaction - INFO - Epoch [40][300/3757] lr: 1.000e-03, eta: 7:02:28, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 1.0059, loss: 1.0059, grad_norm: 6.4832 2020-07-26 04:36:06,293 - mmaction - INFO - Epoch [40][320/3757] lr: 1.000e-03, eta: 7:02:16, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9133, loss_cls: 0.9950, loss: 0.9950, grad_norm: 6.4875 2020-07-26 04:36:18,443 - mmaction - INFO - Epoch [40][340/3757] lr: 1.000e-03, eta: 7:02:03, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0856, loss: 1.0856, grad_norm: 6.6387 2020-07-26 04:36:30,494 - mmaction - INFO - Epoch [40][360/3757] lr: 1.000e-03, eta: 7:01:51, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9047, loss_cls: 0.9975, loss: 0.9975, grad_norm: 6.4954 2020-07-26 04:36:42,681 - mmaction - INFO - Epoch [40][380/3757] lr: 1.000e-03, eta: 7:01:38, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0261, loss: 1.0261, grad_norm: 6.6106 2020-07-26 04:36:54,817 - mmaction - INFO - Epoch [40][400/3757] lr: 1.000e-03, eta: 7:01:26, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.8977, loss_cls: 1.0353, loss: 1.0353, grad_norm: 6.6940 2020-07-26 04:37:07,116 - mmaction - INFO - Epoch [40][420/3757] lr: 1.000e-03, eta: 7:01:13, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0332, loss: 1.0332, grad_norm: 6.5372 2020-07-26 04:37:19,322 - mmaction - INFO - Epoch [40][440/3757] lr: 1.000e-03, eta: 7:01:01, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.5114 2020-07-26 04:37:31,641 - mmaction - INFO - Epoch [40][460/3757] lr: 1.000e-03, eta: 7:00:49, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0954, loss: 1.0954, grad_norm: 6.7328 2020-07-26 04:37:43,924 - mmaction - INFO - Epoch [40][480/3757] lr: 1.000e-03, eta: 7:00:36, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0411, loss: 1.0411, grad_norm: 6.6690 2020-07-26 04:37:56,143 - mmaction - INFO - Epoch [40][500/3757] lr: 1.000e-03, eta: 7:00:24, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9016, loss_cls: 1.0928, loss: 1.0928, grad_norm: 7.0106 2020-07-26 04:38:08,384 - mmaction - INFO - Epoch [40][520/3757] lr: 1.000e-03, eta: 7:00:12, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.0667, loss: 1.0667, grad_norm: 6.7172 2020-07-26 04:38:20,560 - mmaction - INFO - Epoch [40][540/3757] lr: 1.000e-03, eta: 6:59:59, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9429, loss: 0.9429, grad_norm: 6.2993 2020-07-26 04:38:32,640 - mmaction - INFO - Epoch [40][560/3757] lr: 1.000e-03, eta: 6:59:47, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0087, loss: 1.0087, grad_norm: 6.5074 2020-07-26 04:38:44,906 - mmaction - INFO - Epoch [40][580/3757] lr: 1.000e-03, eta: 6:59:34, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9133, loss_cls: 0.9743, loss: 0.9743, grad_norm: 6.4977 2020-07-26 04:38:57,066 - mmaction - INFO - Epoch [40][600/3757] lr: 1.000e-03, eta: 6:59:22, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0545, loss: 1.0545, grad_norm: 6.6357 2020-07-26 04:39:09,261 - mmaction - INFO - Epoch [40][620/3757] lr: 1.000e-03, eta: 6:59:10, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9070, loss_cls: 1.0747, loss: 1.0747, grad_norm: 6.6754 2020-07-26 04:39:21,317 - mmaction - INFO - Epoch [40][640/3757] lr: 1.000e-03, eta: 6:58:57, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 1.0020, loss: 1.0020, grad_norm: 6.4363 2020-07-26 04:39:33,463 - mmaction - INFO - Epoch [40][660/3757] lr: 1.000e-03, eta: 6:58:45, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.0977, loss: 1.0977, grad_norm: 6.6537 2020-07-26 04:39:45,532 - mmaction - INFO - Epoch [40][680/3757] lr: 1.000e-03, eta: 6:58:32, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9109, loss_cls: 0.9862, loss: 0.9862, grad_norm: 6.5516 2020-07-26 04:39:57,885 - mmaction - INFO - Epoch [40][700/3757] lr: 1.000e-03, eta: 6:58:20, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0289, loss: 1.0289, grad_norm: 6.6236 2020-07-26 04:40:10,078 - mmaction - INFO - Epoch [40][720/3757] lr: 1.000e-03, eta: 6:58:07, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 0.9828, loss: 0.9828, grad_norm: 6.4638 2020-07-26 04:40:22,241 - mmaction - INFO - Epoch [40][740/3757] lr: 1.000e-03, eta: 6:57:55, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.8961, loss_cls: 0.9998, loss: 0.9998, grad_norm: 6.2219 2020-07-26 04:40:34,396 - mmaction - INFO - Epoch [40][760/3757] lr: 1.000e-03, eta: 6:57:43, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9047, loss_cls: 0.9570, loss: 0.9570, grad_norm: 6.3143 2020-07-26 04:40:46,573 - mmaction - INFO - Epoch [40][780/3757] lr: 1.000e-03, eta: 6:57:30, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9156, loss_cls: 1.0069, loss: 1.0069, grad_norm: 6.4750 2020-07-26 04:40:58,825 - mmaction - INFO - Epoch [40][800/3757] lr: 1.000e-03, eta: 6:57:18, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0130, loss: 1.0130, grad_norm: 6.6412 2020-07-26 04:41:11,007 - mmaction - INFO - Epoch [40][820/3757] lr: 1.000e-03, eta: 6:57:05, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 0.9759, loss: 0.9759, grad_norm: 6.5173 2020-07-26 04:41:23,225 - mmaction - INFO - Epoch [40][840/3757] lr: 1.000e-03, eta: 6:56:53, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.4135 2020-07-26 04:41:35,882 - mmaction - INFO - Epoch [40][860/3757] lr: 1.000e-03, eta: 6:56:41, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.0650, loss: 1.0650, grad_norm: 6.6863 2020-07-26 04:41:48,084 - mmaction - INFO - Epoch [40][880/3757] lr: 1.000e-03, eta: 6:56:28, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0343, loss: 1.0343, grad_norm: 6.4297 2020-07-26 04:42:00,443 - mmaction - INFO - Epoch [40][900/3757] lr: 1.000e-03, eta: 6:56:16, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9016, loss_cls: 1.0247, loss: 1.0247, grad_norm: 6.6237 2020-07-26 04:42:12,662 - mmaction - INFO - Epoch [40][920/3757] lr: 1.000e-03, eta: 6:56:04, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9039, loss_cls: 1.0741, loss: 1.0741, grad_norm: 6.6522 2020-07-26 04:42:24,884 - mmaction - INFO - Epoch [40][940/3757] lr: 1.000e-03, eta: 6:55:51, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0272, loss: 1.0272, grad_norm: 6.6131 2020-07-26 04:42:37,170 - mmaction - INFO - Epoch [40][960/3757] lr: 1.000e-03, eta: 6:55:39, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0647, loss: 1.0647, grad_norm: 6.6228 2020-07-26 04:42:49,460 - mmaction - INFO - Epoch [40][980/3757] lr: 1.000e-03, eta: 6:55:26, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9133, loss_cls: 1.0244, loss: 1.0244, grad_norm: 6.5187 2020-07-26 04:43:01,734 - mmaction - INFO - Epoch [40][1000/3757] lr: 1.000e-03, eta: 6:55:14, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8938, loss_cls: 1.0793, loss: 1.0793, grad_norm: 6.6309 2020-07-26 04:43:13,838 - mmaction - INFO - Epoch [40][1020/3757] lr: 1.000e-03, eta: 6:55:02, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.9086, loss_cls: 1.0790, loss: 1.0790, grad_norm: 6.7408 2020-07-26 04:43:26,042 - mmaction - INFO - Epoch [40][1040/3757] lr: 1.000e-03, eta: 6:54:49, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9047, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.6092 2020-07-26 04:43:38,324 - mmaction - INFO - Epoch [40][1060/3757] lr: 1.000e-03, eta: 6:54:37, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9133, loss_cls: 1.0336, loss: 1.0336, grad_norm: 6.7207 2020-07-26 04:43:50,514 - mmaction - INFO - Epoch [40][1080/3757] lr: 1.000e-03, eta: 6:54:25, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9008, loss_cls: 1.0204, loss: 1.0204, grad_norm: 6.5848 2020-07-26 04:44:02,832 - mmaction - INFO - Epoch [40][1100/3757] lr: 1.000e-03, eta: 6:54:12, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9227, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.3123 2020-07-26 04:44:15,063 - mmaction - INFO - Epoch [40][1120/3757] lr: 1.000e-03, eta: 6:54:00, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9682, loss: 0.9682, grad_norm: 6.2400 2020-07-26 04:44:27,286 - mmaction - INFO - Epoch [40][1140/3757] lr: 1.000e-03, eta: 6:53:47, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.0676, loss: 1.0676, grad_norm: 6.7198 2020-07-26 04:44:39,355 - mmaction - INFO - Epoch [40][1160/3757] lr: 1.000e-03, eta: 6:53:35, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.5512 2020-07-26 04:44:51,596 - mmaction - INFO - Epoch [40][1180/3757] lr: 1.000e-03, eta: 6:53:23, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0483, loss: 1.0483, grad_norm: 6.3426 2020-07-26 04:45:03,755 - mmaction - INFO - Epoch [40][1200/3757] lr: 1.000e-03, eta: 6:53:10, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9023, loss_cls: 1.0847, loss: 1.0847, grad_norm: 6.5545 2020-07-26 04:45:15,995 - mmaction - INFO - Epoch [40][1220/3757] lr: 1.000e-03, eta: 6:52:58, time: 0.612, data_time: 0.002, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.4345 2020-07-26 04:45:28,325 - mmaction - INFO - Epoch [40][1240/3757] lr: 1.000e-03, eta: 6:52:45, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9102, loss_cls: 1.0185, loss: 1.0185, grad_norm: 6.4898 2020-07-26 04:45:40,445 - mmaction - INFO - Epoch [40][1260/3757] lr: 1.000e-03, eta: 6:52:33, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9008, loss_cls: 1.0936, loss: 1.0936, grad_norm: 6.6687 2020-07-26 04:45:52,807 - mmaction - INFO - Epoch [40][1280/3757] lr: 1.000e-03, eta: 6:52:21, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.9008, loss_cls: 1.0722, loss: 1.0722, grad_norm: 6.7952 2020-07-26 04:46:04,972 - mmaction - INFO - Epoch [40][1300/3757] lr: 1.000e-03, eta: 6:52:08, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1233, loss: 1.1233, grad_norm: 6.9216 2020-07-26 04:46:17,121 - mmaction - INFO - Epoch [40][1320/3757] lr: 1.000e-03, eta: 6:51:56, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9141, loss_cls: 0.9679, loss: 0.9679, grad_norm: 6.4787 2020-07-26 04:46:29,206 - mmaction - INFO - Epoch [40][1340/3757] lr: 1.000e-03, eta: 6:51:43, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9078, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.5676 2020-07-26 04:46:41,391 - mmaction - INFO - Epoch [40][1360/3757] lr: 1.000e-03, eta: 6:51:31, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0474, loss: 1.0474, grad_norm: 6.5525 2020-07-26 04:46:53,537 - mmaction - INFO - Epoch [40][1380/3757] lr: 1.000e-03, eta: 6:51:19, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9180, loss_cls: 0.9604, loss: 0.9604, grad_norm: 6.4264 2020-07-26 04:47:05,774 - mmaction - INFO - Epoch [40][1400/3757] lr: 1.000e-03, eta: 6:51:06, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9794, loss: 0.9794, grad_norm: 6.3350 2020-07-26 04:47:17,855 - mmaction - INFO - Epoch [40][1420/3757] lr: 1.000e-03, eta: 6:50:54, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9047, loss_cls: 1.0531, loss: 1.0531, grad_norm: 6.5614 2020-07-26 04:47:30,081 - mmaction - INFO - Epoch [40][1440/3757] lr: 1.000e-03, eta: 6:50:41, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9031, loss_cls: 1.0772, loss: 1.0772, grad_norm: 6.8883 2020-07-26 04:47:42,277 - mmaction - INFO - Epoch [40][1460/3757] lr: 1.000e-03, eta: 6:50:29, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0543, loss: 1.0543, grad_norm: 6.5242 2020-07-26 04:47:54,556 - mmaction - INFO - Epoch [40][1480/3757] lr: 1.000e-03, eta: 6:50:17, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8844, loss_cls: 1.1053, loss: 1.1053, grad_norm: 6.8635 2020-07-26 04:48:06,780 - mmaction - INFO - Epoch [40][1500/3757] lr: 1.000e-03, eta: 6:50:04, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0807, loss: 1.0807, grad_norm: 6.5384 2020-07-26 04:48:19,138 - mmaction - INFO - Epoch [40][1520/3757] lr: 1.000e-03, eta: 6:49:52, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9039, loss_cls: 1.0135, loss: 1.0135, grad_norm: 6.4317 2020-07-26 04:48:31,253 - mmaction - INFO - Epoch [40][1540/3757] lr: 1.000e-03, eta: 6:49:39, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.1565, loss: 1.1565, grad_norm: 6.7330 2020-07-26 04:48:43,746 - mmaction - INFO - Epoch [40][1560/3757] lr: 1.000e-03, eta: 6:49:27, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.9094, loss_cls: 1.0475, loss: 1.0475, grad_norm: 6.4250 2020-07-26 04:48:55,980 - mmaction - INFO - Epoch [40][1580/3757] lr: 1.000e-03, eta: 6:49:15, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.7389 2020-07-26 04:49:08,171 - mmaction - INFO - Epoch [40][1600/3757] lr: 1.000e-03, eta: 6:49:02, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0489, loss: 1.0489, grad_norm: 6.5621 2020-07-26 04:49:20,296 - mmaction - INFO - Epoch [40][1620/3757] lr: 1.000e-03, eta: 6:48:50, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9117, loss_cls: 0.9917, loss: 0.9917, grad_norm: 6.5047 2020-07-26 04:49:32,412 - mmaction - INFO - Epoch [40][1640/3757] lr: 1.000e-03, eta: 6:48:37, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.8969, loss_cls: 1.0272, loss: 1.0272, grad_norm: 6.5790 2020-07-26 04:49:44,553 - mmaction - INFO - Epoch [40][1660/3757] lr: 1.000e-03, eta: 6:48:25, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.9008, loss_cls: 1.1059, loss: 1.1059, grad_norm: 6.7131 2020-07-26 04:49:56,888 - mmaction - INFO - Epoch [40][1680/3757] lr: 1.000e-03, eta: 6:48:13, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9055, loss_cls: 1.0440, loss: 1.0440, grad_norm: 6.7339 2020-07-26 04:50:09,051 - mmaction - INFO - Epoch [40][1700/3757] lr: 1.000e-03, eta: 6:48:00, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1532, loss: 1.1532, grad_norm: 6.9875 2020-07-26 04:50:21,265 - mmaction - INFO - Epoch [40][1720/3757] lr: 1.000e-03, eta: 6:47:48, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8961, loss_cls: 1.0834, loss: 1.0834, grad_norm: 6.7528 2020-07-26 04:50:33,419 - mmaction - INFO - Epoch [40][1740/3757] lr: 1.000e-03, eta: 6:47:35, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1430, loss: 1.1430, grad_norm: 6.8209 2020-07-26 04:50:45,810 - mmaction - INFO - Epoch [40][1760/3757] lr: 1.000e-03, eta: 6:47:23, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.9031, loss_cls: 1.0733, loss: 1.0733, grad_norm: 6.7531 2020-07-26 04:50:57,906 - mmaction - INFO - Epoch [40][1780/3757] lr: 1.000e-03, eta: 6:47:11, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9187, loss_cls: 0.9273, loss: 0.9273, grad_norm: 6.3045 2020-07-26 04:51:10,268 - mmaction - INFO - Epoch [40][1800/3757] lr: 1.000e-03, eta: 6:46:58, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8953, loss_cls: 1.0536, loss: 1.0536, grad_norm: 6.4944 2020-07-26 04:51:22,264 - mmaction - INFO - Epoch [40][1820/3757] lr: 1.000e-03, eta: 6:46:46, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9086, loss_cls: 1.0342, loss: 1.0342, grad_norm: 6.6105 2020-07-26 04:51:34,511 - mmaction - INFO - Epoch [40][1840/3757] lr: 1.000e-03, eta: 6:46:34, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9086, loss_cls: 1.0258, loss: 1.0258, grad_norm: 6.6517 2020-07-26 04:51:46,603 - mmaction - INFO - Epoch [40][1860/3757] lr: 1.000e-03, eta: 6:46:21, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9070, loss_cls: 1.0802, loss: 1.0802, grad_norm: 6.5892 2020-07-26 04:51:58,904 - mmaction - INFO - Epoch [40][1880/3757] lr: 1.000e-03, eta: 6:46:09, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8781, loss_cls: 1.1596, loss: 1.1596, grad_norm: 6.5433 2020-07-26 04:52:11,155 - mmaction - INFO - Epoch [40][1900/3757] lr: 1.000e-03, eta: 6:45:56, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0314, loss: 1.0314, grad_norm: 6.5694 2020-07-26 04:52:23,439 - mmaction - INFO - Epoch [40][1920/3757] lr: 1.000e-03, eta: 6:45:44, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9070, loss_cls: 1.0460, loss: 1.0460, grad_norm: 6.6088 2020-07-26 04:52:35,715 - mmaction - INFO - Epoch [40][1940/3757] lr: 1.000e-03, eta: 6:45:32, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0132, loss: 1.0132, grad_norm: 6.4722 2020-07-26 04:52:47,989 - mmaction - INFO - Epoch [40][1960/3757] lr: 1.000e-03, eta: 6:45:19, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 1.0083, loss: 1.0083, grad_norm: 6.5963 2020-07-26 04:53:00,385 - mmaction - INFO - Epoch [40][1980/3757] lr: 1.000e-03, eta: 6:45:07, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9078, loss_cls: 1.0102, loss: 1.0102, grad_norm: 6.4691 2020-07-26 04:53:12,511 - mmaction - INFO - Epoch [40][2000/3757] lr: 1.000e-03, eta: 6:44:54, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0756, loss: 1.0756, grad_norm: 6.7086 2020-07-26 04:53:24,795 - mmaction - INFO - Epoch [40][2020/3757] lr: 1.000e-03, eta: 6:44:42, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 1.0283, loss: 1.0283, grad_norm: 6.5214 2020-07-26 04:53:36,990 - mmaction - INFO - Epoch [40][2040/3757] lr: 1.000e-03, eta: 6:44:30, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9023, loss_cls: 1.0680, loss: 1.0680, grad_norm: 6.7221 2020-07-26 04:53:49,361 - mmaction - INFO - Epoch [40][2060/3757] lr: 1.000e-03, eta: 6:44:17, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9031, loss_cls: 1.0361, loss: 1.0361, grad_norm: 6.5742 2020-07-26 04:54:01,422 - mmaction - INFO - Epoch [40][2080/3757] lr: 1.000e-03, eta: 6:44:05, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9203, loss_cls: 0.9324, loss: 0.9324, grad_norm: 6.2006 2020-07-26 04:54:13,743 - mmaction - INFO - Epoch [40][2100/3757] lr: 1.000e-03, eta: 6:43:53, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9023, loss_cls: 1.0666, loss: 1.0666, grad_norm: 6.8718 2020-07-26 04:54:25,853 - mmaction - INFO - Epoch [40][2120/3757] lr: 1.000e-03, eta: 6:43:40, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9133, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.5257 2020-07-26 04:54:38,114 - mmaction - INFO - Epoch [40][2140/3757] lr: 1.000e-03, eta: 6:43:28, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9086, loss_cls: 1.0266, loss: 1.0266, grad_norm: 6.4541 2020-07-26 04:54:50,257 - mmaction - INFO - Epoch [40][2160/3757] lr: 1.000e-03, eta: 6:43:15, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.0601, loss: 1.0601, grad_norm: 6.6411 2020-07-26 04:55:02,536 - mmaction - INFO - Epoch [40][2180/3757] lr: 1.000e-03, eta: 6:43:03, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9649, loss: 0.9649, grad_norm: 6.5560 2020-07-26 04:55:14,741 - mmaction - INFO - Epoch [40][2200/3757] lr: 1.000e-03, eta: 6:42:51, time: 0.610, data_time: 0.002, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.0760, loss: 1.0760, grad_norm: 6.7214 2020-07-26 04:55:26,949 - mmaction - INFO - Epoch [40][2220/3757] lr: 1.000e-03, eta: 6:42:38, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9141, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.6190 2020-07-26 04:55:39,065 - mmaction - INFO - Epoch [40][2240/3757] lr: 1.000e-03, eta: 6:42:26, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.0830, loss: 1.0830, grad_norm: 6.8253 2020-07-26 04:55:51,230 - mmaction - INFO - Epoch [40][2260/3757] lr: 1.000e-03, eta: 6:42:13, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9055, loss_cls: 0.9988, loss: 0.9988, grad_norm: 6.4727 2020-07-26 04:56:03,364 - mmaction - INFO - Epoch [40][2280/3757] lr: 1.000e-03, eta: 6:42:01, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0409, loss: 1.0409, grad_norm: 6.4502 2020-07-26 04:56:15,627 - mmaction - INFO - Epoch [40][2300/3757] lr: 1.000e-03, eta: 6:41:49, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 1.0292, loss: 1.0292, grad_norm: 6.6989 2020-07-26 04:56:27,813 - mmaction - INFO - Epoch [40][2320/3757] lr: 1.000e-03, eta: 6:41:36, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9094, loss_cls: 1.0621, loss: 1.0621, grad_norm: 6.6946 2020-07-26 04:56:40,056 - mmaction - INFO - Epoch [40][2340/3757] lr: 1.000e-03, eta: 6:41:24, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.1030, loss: 1.1030, grad_norm: 6.9798 2020-07-26 04:56:52,149 - mmaction - INFO - Epoch [40][2360/3757] lr: 1.000e-03, eta: 6:41:11, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0707, loss: 1.0707, grad_norm: 6.5635 2020-07-26 04:57:04,341 - mmaction - INFO - Epoch [40][2380/3757] lr: 1.000e-03, eta: 6:40:59, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9148, loss_cls: 0.9931, loss: 0.9931, grad_norm: 6.4557 2020-07-26 04:57:16,464 - mmaction - INFO - Epoch [40][2400/3757] lr: 1.000e-03, eta: 6:40:47, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1420, loss: 1.1420, grad_norm: 6.9422 2020-07-26 04:57:28,768 - mmaction - INFO - Epoch [40][2420/3757] lr: 1.000e-03, eta: 6:40:34, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8953, loss_cls: 1.1213, loss: 1.1213, grad_norm: 7.0371 2020-07-26 04:57:40,924 - mmaction - INFO - Epoch [40][2440/3757] lr: 1.000e-03, eta: 6:40:22, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.0772, loss: 1.0772, grad_norm: 6.6436 2020-07-26 04:57:53,318 - mmaction - INFO - Epoch [40][2460/3757] lr: 1.000e-03, eta: 6:40:09, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9039, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.7246 2020-07-26 04:58:05,488 - mmaction - INFO - Epoch [40][2480/3757] lr: 1.000e-03, eta: 6:39:57, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 0.9941, loss: 0.9941, grad_norm: 6.4698 2020-07-26 04:58:17,480 - mmaction - INFO - Epoch [40][2500/3757] lr: 1.000e-03, eta: 6:39:45, time: 0.599, data_time: 0.002, memory: 7079, top1_acc: 0.7125, top5_acc: 0.9102, loss_cls: 1.0788, loss: 1.0788, grad_norm: 6.8361 2020-07-26 04:58:29,793 - mmaction - INFO - Epoch [40][2520/3757] lr: 1.000e-03, eta: 6:39:32, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8969, loss_cls: 1.1287, loss: 1.1287, grad_norm: 7.0176 2020-07-26 04:58:41,982 - mmaction - INFO - Epoch [40][2540/3757] lr: 1.000e-03, eta: 6:39:20, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9172, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.4980 2020-07-26 04:58:54,282 - mmaction - INFO - Epoch [40][2560/3757] lr: 1.000e-03, eta: 6:39:07, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 1.0432, loss: 1.0432, grad_norm: 6.3962 2020-07-26 04:59:06,250 - mmaction - INFO - Epoch [40][2580/3757] lr: 1.000e-03, eta: 6:38:55, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9070, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.3023 2020-07-26 04:59:18,465 - mmaction - INFO - Epoch [40][2600/3757] lr: 1.000e-03, eta: 6:38:43, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0690, loss: 1.0690, grad_norm: 6.5029 2020-07-26 04:59:30,708 - mmaction - INFO - Epoch [40][2620/3757] lr: 1.000e-03, eta: 6:38:30, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0167, loss: 1.0167, grad_norm: 6.5490 2020-07-26 04:59:43,038 - mmaction - INFO - Epoch [40][2640/3757] lr: 1.000e-03, eta: 6:38:18, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0471, loss: 1.0471, grad_norm: 6.5711 2020-07-26 04:59:55,165 - mmaction - INFO - Epoch [40][2660/3757] lr: 1.000e-03, eta: 6:38:05, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9031, loss_cls: 1.0588, loss: 1.0588, grad_norm: 6.7203 2020-07-26 05:00:10,686 - mmaction - INFO - Epoch [40][2680/3757] lr: 1.000e-03, eta: 6:37:54, time: 0.774, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9031, loss_cls: 1.0783, loss: 1.0783, grad_norm: 6.6398 2020-07-26 05:00:22,925 - mmaction - INFO - Epoch [40][2700/3757] lr: 1.000e-03, eta: 6:37:41, time: 0.615, data_time: 0.010, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0778, loss: 1.0778, grad_norm: 6.7277 2020-07-26 05:00:35,294 - mmaction - INFO - Epoch [40][2720/3757] lr: 1.000e-03, eta: 6:37:29, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8938, loss_cls: 1.0644, loss: 1.0644, grad_norm: 6.6070 2020-07-26 05:00:47,638 - mmaction - INFO - Epoch [40][2740/3757] lr: 1.000e-03, eta: 6:37:17, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9008, loss_cls: 1.0424, loss: 1.0424, grad_norm: 6.5636 2020-07-26 05:00:59,925 - mmaction - INFO - Epoch [40][2760/3757] lr: 1.000e-03, eta: 6:37:04, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0607, loss: 1.0607, grad_norm: 6.9626 2020-07-26 05:01:12,008 - mmaction - INFO - Epoch [40][2780/3757] lr: 1.000e-03, eta: 6:36:52, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0732, loss: 1.0732, grad_norm: 6.7994 2020-07-26 05:01:24,407 - mmaction - INFO - Epoch [40][2800/3757] lr: 1.000e-03, eta: 6:36:40, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.0819, loss: 1.0819, grad_norm: 6.8753 2020-07-26 05:01:36,526 - mmaction - INFO - Epoch [40][2820/3757] lr: 1.000e-03, eta: 6:36:27, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0846, loss: 1.0846, grad_norm: 6.8145 2020-07-26 05:01:48,813 - mmaction - INFO - Epoch [40][2840/3757] lr: 1.000e-03, eta: 6:36:15, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9141, loss_cls: 1.0045, loss: 1.0045, grad_norm: 6.5385 2020-07-26 05:02:00,928 - mmaction - INFO - Epoch [40][2860/3757] lr: 1.000e-03, eta: 6:36:02, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0347, loss: 1.0347, grad_norm: 6.6091 2020-07-26 05:02:13,285 - mmaction - INFO - Epoch [40][2880/3757] lr: 1.000e-03, eta: 6:35:50, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9078, loss_cls: 1.0838, loss: 1.0838, grad_norm: 7.0050 2020-07-26 05:02:25,410 - mmaction - INFO - Epoch [40][2900/3757] lr: 1.000e-03, eta: 6:35:38, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 1.0133, loss: 1.0133, grad_norm: 6.5411 2020-07-26 05:02:37,629 - mmaction - INFO - Epoch [40][2920/3757] lr: 1.000e-03, eta: 6:35:25, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.5341 2020-07-26 05:02:50,699 - mmaction - INFO - Epoch [40][2940/3757] lr: 1.000e-03, eta: 6:35:13, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9023, loss_cls: 1.0353, loss: 1.0353, grad_norm: 6.5545 2020-07-26 05:03:02,882 - mmaction - INFO - Epoch [40][2960/3757] lr: 1.000e-03, eta: 6:35:01, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8852, loss_cls: 1.0711, loss: 1.0711, grad_norm: 6.8258 2020-07-26 05:03:15,057 - mmaction - INFO - Epoch [40][2980/3757] lr: 1.000e-03, eta: 6:34:48, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1065, loss: 1.1065, grad_norm: 6.6881 2020-07-26 05:03:27,277 - mmaction - INFO - Epoch [40][3000/3757] lr: 1.000e-03, eta: 6:34:36, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9039, loss_cls: 1.0231, loss: 1.0231, grad_norm: 6.5011 2020-07-26 05:03:39,474 - mmaction - INFO - Epoch [40][3020/3757] lr: 1.000e-03, eta: 6:34:23, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8977, loss_cls: 1.0890, loss: 1.0890, grad_norm: 6.7256 2020-07-26 05:03:51,815 - mmaction - INFO - Epoch [40][3040/3757] lr: 1.000e-03, eta: 6:34:11, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9008, loss_cls: 1.0955, loss: 1.0955, grad_norm: 6.6090 2020-07-26 05:04:04,036 - mmaction - INFO - Epoch [40][3060/3757] lr: 1.000e-03, eta: 6:33:59, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 1.0125, loss: 1.0125, grad_norm: 6.5467 2020-07-26 05:04:16,240 - mmaction - INFO - Epoch [40][3080/3757] lr: 1.000e-03, eta: 6:33:46, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9661, loss: 0.9661, grad_norm: 6.4276 2020-07-26 05:04:28,480 - mmaction - INFO - Epoch [40][3100/3757] lr: 1.000e-03, eta: 6:33:34, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9125, loss_cls: 1.0432, loss: 1.0432, grad_norm: 6.6795 2020-07-26 05:04:40,572 - mmaction - INFO - Epoch [40][3120/3757] lr: 1.000e-03, eta: 6:33:22, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9070, loss_cls: 1.0703, loss: 1.0703, grad_norm: 6.7012 2020-07-26 05:04:52,913 - mmaction - INFO - Epoch [40][3140/3757] lr: 1.000e-03, eta: 6:33:09, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9156, loss_cls: 1.0148, loss: 1.0148, grad_norm: 6.6566 2020-07-26 05:05:05,677 - mmaction - INFO - Epoch [40][3160/3757] lr: 1.000e-03, eta: 6:32:57, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0656, loss: 1.0656, grad_norm: 6.6644 2020-07-26 05:05:17,946 - mmaction - INFO - Epoch [40][3180/3757] lr: 1.000e-03, eta: 6:32:45, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0566, loss: 1.0566, grad_norm: 6.5655 2020-07-26 05:05:30,018 - mmaction - INFO - Epoch [40][3200/3757] lr: 1.000e-03, eta: 6:32:32, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.5738 2020-07-26 05:05:42,169 - mmaction - INFO - Epoch [40][3220/3757] lr: 1.000e-03, eta: 6:32:20, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9055, loss_cls: 1.0381, loss: 1.0381, grad_norm: 6.5542 2020-07-26 05:05:54,327 - mmaction - INFO - Epoch [40][3240/3757] lr: 1.000e-03, eta: 6:32:07, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 1.0017, loss: 1.0017, grad_norm: 6.5315 2020-07-26 05:06:06,490 - mmaction - INFO - Epoch [40][3260/3757] lr: 1.000e-03, eta: 6:31:55, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8977, loss_cls: 1.1110, loss: 1.1110, grad_norm: 6.9571 2020-07-26 05:06:18,778 - mmaction - INFO - Epoch [40][3280/3757] lr: 1.000e-03, eta: 6:31:43, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0828, loss: 1.0828, grad_norm: 6.7331 2020-07-26 05:06:30,988 - mmaction - INFO - Epoch [40][3300/3757] lr: 1.000e-03, eta: 6:31:30, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0486, loss: 1.0486, grad_norm: 6.6311 2020-07-26 05:06:43,301 - mmaction - INFO - Epoch [40][3320/3757] lr: 1.000e-03, eta: 6:31:18, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0437, loss: 1.0437, grad_norm: 6.3880 2020-07-26 05:06:55,494 - mmaction - INFO - Epoch [40][3340/3757] lr: 1.000e-03, eta: 6:31:05, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.9000, loss_cls: 1.1057, loss: 1.1057, grad_norm: 6.9246 2020-07-26 05:07:07,907 - mmaction - INFO - Epoch [40][3360/3757] lr: 1.000e-03, eta: 6:30:53, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.9039, loss_cls: 1.0902, loss: 1.0902, grad_norm: 6.9430 2020-07-26 05:07:20,062 - mmaction - INFO - Epoch [40][3380/3757] lr: 1.000e-03, eta: 6:30:41, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9000, loss_cls: 1.0800, loss: 1.0800, grad_norm: 6.6139 2020-07-26 05:07:32,372 - mmaction - INFO - Epoch [40][3400/3757] lr: 1.000e-03, eta: 6:30:28, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9039, loss_cls: 1.0603, loss: 1.0603, grad_norm: 6.6049 2020-07-26 05:07:44,516 - mmaction - INFO - Epoch [40][3420/3757] lr: 1.000e-03, eta: 6:30:16, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9109, loss_cls: 0.9993, loss: 0.9993, grad_norm: 6.4699 2020-07-26 05:07:56,785 - mmaction - INFO - Epoch [40][3440/3757] lr: 1.000e-03, eta: 6:30:03, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9008, loss_cls: 1.0955, loss: 1.0955, grad_norm: 6.8110 2020-07-26 05:08:08,978 - mmaction - INFO - Epoch [40][3460/3757] lr: 1.000e-03, eta: 6:29:51, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8984, loss_cls: 1.0356, loss: 1.0356, grad_norm: 6.5398 2020-07-26 05:08:21,315 - mmaction - INFO - Epoch [40][3480/3757] lr: 1.000e-03, eta: 6:29:39, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 1.0535, loss: 1.0535, grad_norm: 6.5308 2020-07-26 05:08:33,646 - mmaction - INFO - Epoch [40][3500/3757] lr: 1.000e-03, eta: 6:29:26, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.6602 2020-07-26 05:08:45,941 - mmaction - INFO - Epoch [40][3520/3757] lr: 1.000e-03, eta: 6:29:14, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 1.0196, loss: 1.0196, grad_norm: 6.7581 2020-07-26 05:08:58,159 - mmaction - INFO - Epoch [40][3540/3757] lr: 1.000e-03, eta: 6:29:02, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9094, loss_cls: 1.0456, loss: 1.0456, grad_norm: 6.7048 2020-07-26 05:09:10,577 - mmaction - INFO - Epoch [40][3560/3757] lr: 1.000e-03, eta: 6:28:49, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0674, loss: 1.0674, grad_norm: 6.8051 2020-07-26 05:09:22,717 - mmaction - INFO - Epoch [40][3580/3757] lr: 1.000e-03, eta: 6:28:37, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9039, loss_cls: 1.0659, loss: 1.0659, grad_norm: 6.8820 2020-07-26 05:09:34,875 - mmaction - INFO - Epoch [40][3600/3757] lr: 1.000e-03, eta: 6:28:24, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9172, loss_cls: 0.9902, loss: 0.9902, grad_norm: 6.5101 2020-07-26 05:09:47,116 - mmaction - INFO - Epoch [40][3620/3757] lr: 1.000e-03, eta: 6:28:12, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9102, loss_cls: 1.0413, loss: 1.0413, grad_norm: 6.6682 2020-07-26 05:09:59,522 - mmaction - INFO - Epoch [40][3640/3757] lr: 1.000e-03, eta: 6:28:00, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0532, loss: 1.0532, grad_norm: 6.6771 2020-07-26 05:10:11,681 - mmaction - INFO - Epoch [40][3660/3757] lr: 1.000e-03, eta: 6:27:47, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9016, loss_cls: 1.0177, loss: 1.0177, grad_norm: 6.5346 2020-07-26 05:10:23,995 - mmaction - INFO - Epoch [40][3680/3757] lr: 1.000e-03, eta: 6:27:35, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0702, loss: 1.0702, grad_norm: 6.6819 2020-07-26 05:10:36,185 - mmaction - INFO - Epoch [40][3700/3757] lr: 1.000e-03, eta: 6:27:23, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 1.0052, loss: 1.0052, grad_norm: 6.5532 2020-07-26 05:10:48,463 - mmaction - INFO - Epoch [40][3720/3757] lr: 1.000e-03, eta: 6:27:10, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1167, loss: 1.1167, grad_norm: 6.6927 2020-07-26 05:11:00,682 - mmaction - INFO - Epoch [40][3740/3757] lr: 1.000e-03, eta: 6:26:58, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.0779, loss: 1.0779, grad_norm: 6.6258 2020-07-26 05:11:11,151 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-26 05:11:35,994 - mmaction - INFO - Epoch [41][20/3757] lr: 1.000e-04, eta: 6:26:35, time: 1.214, data_time: 0.593, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8867, loss_cls: 1.1080, loss: 1.1080, grad_norm: 6.7999 2020-07-26 05:11:48,258 - mmaction - INFO - Epoch [41][40/3757] lr: 1.000e-04, eta: 6:26:23, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9172, loss_cls: 0.9626, loss: 0.9626, grad_norm: 6.3404 2020-07-26 05:12:00,289 - mmaction - INFO - Epoch [41][60/3757] lr: 1.000e-04, eta: 6:26:10, time: 0.599, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0609, loss: 1.0609, grad_norm: 6.5289 2020-07-26 05:12:12,540 - mmaction - INFO - Epoch [41][80/3757] lr: 1.000e-04, eta: 6:25:58, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9008, loss_cls: 1.0548, loss: 1.0548, grad_norm: 6.5940 2020-07-26 05:12:24,683 - mmaction - INFO - Epoch [41][100/3757] lr: 1.000e-04, eta: 6:25:46, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.7712 2020-07-26 05:12:36,809 - mmaction - INFO - Epoch [41][120/3757] lr: 1.000e-04, eta: 6:25:33, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0484, loss: 1.0484, grad_norm: 6.3792 2020-07-26 05:12:49,072 - mmaction - INFO - Epoch [41][140/3757] lr: 1.000e-04, eta: 6:25:21, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9016, loss_cls: 1.0175, loss: 1.0175, grad_norm: 6.4923 2020-07-26 05:13:01,373 - mmaction - INFO - Epoch [41][160/3757] lr: 1.000e-04, eta: 6:25:09, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9031, loss_cls: 1.0246, loss: 1.0246, grad_norm: 6.4442 2020-07-26 05:13:13,563 - mmaction - INFO - Epoch [41][180/3757] lr: 1.000e-04, eta: 6:24:56, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9117, loss_cls: 1.0238, loss: 1.0238, grad_norm: 6.5909 2020-07-26 05:13:25,733 - mmaction - INFO - Epoch [41][200/3757] lr: 1.000e-04, eta: 6:24:44, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9156, loss_cls: 0.9749, loss: 0.9749, grad_norm: 6.5404 2020-07-26 05:13:37,947 - mmaction - INFO - Epoch [41][220/3757] lr: 1.000e-04, eta: 6:24:31, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9102, loss_cls: 1.0164, loss: 1.0164, grad_norm: 6.5899 2020-07-26 05:13:50,227 - mmaction - INFO - Epoch [41][240/3757] lr: 1.000e-04, eta: 6:24:19, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9062, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.6497 2020-07-26 05:14:02,868 - mmaction - INFO - Epoch [41][260/3757] lr: 1.000e-04, eta: 6:24:07, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9687, loss: 0.9687, grad_norm: 6.2643 2020-07-26 05:14:15,036 - mmaction - INFO - Epoch [41][280/3757] lr: 1.000e-04, eta: 6:23:54, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.5208 2020-07-26 05:14:27,167 - mmaction - INFO - Epoch [41][300/3757] lr: 1.000e-04, eta: 6:23:42, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.3818 2020-07-26 05:14:39,278 - mmaction - INFO - Epoch [41][320/3757] lr: 1.000e-04, eta: 6:23:30, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9000, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.6651 2020-07-26 05:14:51,928 - mmaction - INFO - Epoch [41][340/3757] lr: 1.000e-04, eta: 6:23:17, time: 0.630, data_time: 0.005, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9148, loss_cls: 0.9798, loss: 0.9798, grad_norm: 6.6803 2020-07-26 05:15:04,026 - mmaction - INFO - Epoch [41][360/3757] lr: 1.000e-04, eta: 6:23:05, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 0.9882, loss: 0.9882, grad_norm: 6.3686 2020-07-26 05:15:16,052 - mmaction - INFO - Epoch [41][380/3757] lr: 1.000e-04, eta: 6:22:52, time: 0.601, data_time: 0.001, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9148, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.5727 2020-07-26 05:15:28,399 - mmaction - INFO - Epoch [41][400/3757] lr: 1.000e-04, eta: 6:22:40, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.9070, loss_cls: 1.0928, loss: 1.0928, grad_norm: 6.8135 2020-07-26 05:15:40,513 - mmaction - INFO - Epoch [41][420/3757] lr: 1.000e-04, eta: 6:22:28, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9164, loss_cls: 0.9928, loss: 0.9928, grad_norm: 6.5773 2020-07-26 05:15:52,796 - mmaction - INFO - Epoch [41][440/3757] lr: 1.000e-04, eta: 6:22:15, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 1.0125, loss: 1.0125, grad_norm: 6.5959 2020-07-26 05:16:04,959 - mmaction - INFO - Epoch [41][460/3757] lr: 1.000e-04, eta: 6:22:03, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9133, loss_cls: 0.9791, loss: 0.9791, grad_norm: 6.4925 2020-07-26 05:16:17,220 - mmaction - INFO - Epoch [41][480/3757] lr: 1.000e-04, eta: 6:21:50, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9603, loss: 0.9603, grad_norm: 6.1661 2020-07-26 05:16:29,350 - mmaction - INFO - Epoch [41][500/3757] lr: 1.000e-04, eta: 6:21:38, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.3155 2020-07-26 05:16:41,621 - mmaction - INFO - Epoch [41][520/3757] lr: 1.000e-04, eta: 6:21:26, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9055, loss_cls: 1.0193, loss: 1.0193, grad_norm: 6.5634 2020-07-26 05:16:53,845 - mmaction - INFO - Epoch [41][540/3757] lr: 1.000e-04, eta: 6:21:13, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.0587, loss: 1.0587, grad_norm: 6.6014 2020-07-26 05:17:06,066 - mmaction - INFO - Epoch [41][560/3757] lr: 1.000e-04, eta: 6:21:01, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 1.0254, loss: 1.0254, grad_norm: 6.4393 2020-07-26 05:17:18,153 - mmaction - INFO - Epoch [41][580/3757] lr: 1.000e-04, eta: 6:20:48, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 0.9928, loss: 0.9928, grad_norm: 6.4279 2020-07-26 05:17:30,400 - mmaction - INFO - Epoch [41][600/3757] lr: 1.000e-04, eta: 6:20:36, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.8969, loss_cls: 1.0398, loss: 1.0398, grad_norm: 6.5338 2020-07-26 05:17:42,707 - mmaction - INFO - Epoch [41][620/3757] lr: 1.000e-04, eta: 6:20:24, time: 0.615, data_time: 0.004, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9094, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.3572 2020-07-26 05:17:54,803 - mmaction - INFO - Epoch [41][640/3757] lr: 1.000e-04, eta: 6:20:11, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 0.9993, loss: 0.9993, grad_norm: 6.5292 2020-07-26 05:18:07,040 - mmaction - INFO - Epoch [41][660/3757] lr: 1.000e-04, eta: 6:19:59, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9055, loss_cls: 1.0196, loss: 1.0196, grad_norm: 6.4364 2020-07-26 05:18:19,120 - mmaction - INFO - Epoch [41][680/3757] lr: 1.000e-04, eta: 6:19:47, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9203, loss_cls: 0.9578, loss: 0.9578, grad_norm: 6.3396 2020-07-26 05:18:31,339 - mmaction - INFO - Epoch [41][700/3757] lr: 1.000e-04, eta: 6:19:34, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9219, loss_cls: 0.9458, loss: 0.9458, grad_norm: 6.3178 2020-07-26 05:18:43,509 - mmaction - INFO - Epoch [41][720/3757] lr: 1.000e-04, eta: 6:19:22, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 0.9882, loss: 0.9882, grad_norm: 6.3585 2020-07-26 05:18:55,760 - mmaction - INFO - Epoch [41][740/3757] lr: 1.000e-04, eta: 6:19:09, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0634, loss: 1.0634, grad_norm: 6.6536 2020-07-26 05:19:07,930 - mmaction - INFO - Epoch [41][760/3757] lr: 1.000e-04, eta: 6:18:57, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7445, top5_acc: 0.8992, loss_cls: 1.0106, loss: 1.0106, grad_norm: 6.5096 2020-07-26 05:19:20,107 - mmaction - INFO - Epoch [41][780/3757] lr: 1.000e-04, eta: 6:18:45, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0137, loss: 1.0137, grad_norm: 6.3845 2020-07-26 05:19:32,261 - mmaction - INFO - Epoch [41][800/3757] lr: 1.000e-04, eta: 6:18:32, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.8977, loss_cls: 1.0073, loss: 1.0073, grad_norm: 6.2602 2020-07-26 05:19:44,591 - mmaction - INFO - Epoch [41][820/3757] lr: 1.000e-04, eta: 6:18:20, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9086, loss_cls: 1.0529, loss: 1.0529, grad_norm: 6.6352 2020-07-26 05:19:56,635 - mmaction - INFO - Epoch [41][840/3757] lr: 1.000e-04, eta: 6:18:07, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9227, loss_cls: 0.9450, loss: 0.9450, grad_norm: 6.3603 2020-07-26 05:20:08,819 - mmaction - INFO - Epoch [41][860/3757] lr: 1.000e-04, eta: 6:17:55, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0107, loss: 1.0107, grad_norm: 6.5476 2020-07-26 05:20:20,994 - mmaction - INFO - Epoch [41][880/3757] lr: 1.000e-04, eta: 6:17:43, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 0.9839, loss: 0.9839, grad_norm: 6.5603 2020-07-26 05:20:33,208 - mmaction - INFO - Epoch [41][900/3757] lr: 1.000e-04, eta: 6:17:30, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9694, loss: 0.9694, grad_norm: 6.4099 2020-07-26 05:20:45,465 - mmaction - INFO - Epoch [41][920/3757] lr: 1.000e-04, eta: 6:17:18, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.4947 2020-07-26 05:20:57,694 - mmaction - INFO - Epoch [41][940/3757] lr: 1.000e-04, eta: 6:17:05, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.9708, loss: 0.9708, grad_norm: 6.6365 2020-07-26 05:21:10,002 - mmaction - INFO - Epoch [41][960/3757] lr: 1.000e-04, eta: 6:16:53, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9195, loss_cls: 0.9604, loss: 0.9604, grad_norm: 6.5540 2020-07-26 05:21:22,328 - mmaction - INFO - Epoch [41][980/3757] lr: 1.000e-04, eta: 6:16:41, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.5818 2020-07-26 05:21:34,447 - mmaction - INFO - Epoch [41][1000/3757] lr: 1.000e-04, eta: 6:16:28, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9031, loss_cls: 1.0386, loss: 1.0386, grad_norm: 6.5229 2020-07-26 05:21:46,833 - mmaction - INFO - Epoch [41][1020/3757] lr: 1.000e-04, eta: 6:16:16, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9234, loss_cls: 0.9079, loss: 0.9079, grad_norm: 6.2705 2020-07-26 05:21:58,960 - mmaction - INFO - Epoch [41][1040/3757] lr: 1.000e-04, eta: 6:16:04, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9023, loss_cls: 0.9660, loss: 0.9660, grad_norm: 6.2417 2020-07-26 05:22:11,208 - mmaction - INFO - Epoch [41][1060/3757] lr: 1.000e-04, eta: 6:15:51, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9117, loss_cls: 0.9672, loss: 0.9672, grad_norm: 6.3368 2020-07-26 05:22:23,346 - mmaction - INFO - Epoch [41][1080/3757] lr: 1.000e-04, eta: 6:15:39, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8984, loss_cls: 1.0376, loss: 1.0376, grad_norm: 6.6167 2020-07-26 05:22:35,627 - mmaction - INFO - Epoch [41][1100/3757] lr: 1.000e-04, eta: 6:15:26, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9055, loss_cls: 1.0182, loss: 1.0182, grad_norm: 6.3996 2020-07-26 05:22:47,741 - mmaction - INFO - Epoch [41][1120/3757] lr: 1.000e-04, eta: 6:15:14, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0819, loss: 1.0819, grad_norm: 6.6675 2020-07-26 05:22:59,955 - mmaction - INFO - Epoch [41][1140/3757] lr: 1.000e-04, eta: 6:15:02, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9000, loss_cls: 1.0240, loss: 1.0240, grad_norm: 6.5423 2020-07-26 05:23:12,124 - mmaction - INFO - Epoch [41][1160/3757] lr: 1.000e-04, eta: 6:14:49, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9234, loss_cls: 0.9532, loss: 0.9532, grad_norm: 6.4660 2020-07-26 05:23:24,304 - mmaction - INFO - Epoch [41][1180/3757] lr: 1.000e-04, eta: 6:14:37, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9070, loss_cls: 1.0416, loss: 1.0416, grad_norm: 6.7138 2020-07-26 05:23:36,534 - mmaction - INFO - Epoch [41][1200/3757] lr: 1.000e-04, eta: 6:14:24, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.6497 2020-07-26 05:23:48,811 - mmaction - INFO - Epoch [41][1220/3757] lr: 1.000e-04, eta: 6:14:12, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9444, loss: 0.9444, grad_norm: 6.3244 2020-07-26 05:24:01,036 - mmaction - INFO - Epoch [41][1240/3757] lr: 1.000e-04, eta: 6:14:00, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.6349 2020-07-26 05:24:13,228 - mmaction - INFO - Epoch [41][1260/3757] lr: 1.000e-04, eta: 6:13:47, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 1.0116, loss: 1.0116, grad_norm: 6.5896 2020-07-26 05:24:25,431 - mmaction - INFO - Epoch [41][1280/3757] lr: 1.000e-04, eta: 6:13:35, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9070, loss_cls: 0.9575, loss: 0.9575, grad_norm: 6.3208 2020-07-26 05:24:37,761 - mmaction - INFO - Epoch [41][1300/3757] lr: 1.000e-04, eta: 6:13:22, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9117, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.4510 2020-07-26 05:24:50,478 - mmaction - INFO - Epoch [41][1320/3757] lr: 1.000e-04, eta: 6:13:10, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 1.0029, loss: 1.0029, grad_norm: 6.6816 2020-07-26 05:25:02,723 - mmaction - INFO - Epoch [41][1340/3757] lr: 1.000e-04, eta: 6:12:58, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9942, loss: 0.9942, grad_norm: 6.5070 2020-07-26 05:25:14,797 - mmaction - INFO - Epoch [41][1360/3757] lr: 1.000e-04, eta: 6:12:45, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9133, loss_cls: 0.9603, loss: 0.9603, grad_norm: 6.5744 2020-07-26 05:25:27,007 - mmaction - INFO - Epoch [41][1380/3757] lr: 1.000e-04, eta: 6:12:33, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0699, loss: 1.0699, grad_norm: 6.7087 2020-07-26 05:25:39,008 - mmaction - INFO - Epoch [41][1400/3757] lr: 1.000e-04, eta: 6:12:21, time: 0.604, data_time: 0.009, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9783, loss: 0.9783, grad_norm: 6.4604 2020-07-26 05:25:51,303 - mmaction - INFO - Epoch [41][1420/3757] lr: 1.000e-04, eta: 6:12:08, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 0.9813, loss: 0.9813, grad_norm: 6.4858 2020-07-26 05:26:03,427 - mmaction - INFO - Epoch [41][1440/3757] lr: 1.000e-04, eta: 6:11:56, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9016, loss_cls: 1.0128, loss: 1.0128, grad_norm: 6.4065 2020-07-26 05:26:15,643 - mmaction - INFO - Epoch [41][1460/3757] lr: 1.000e-04, eta: 6:11:43, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 1.0183, loss: 1.0183, grad_norm: 6.4517 2020-07-26 05:26:27,740 - mmaction - INFO - Epoch [41][1480/3757] lr: 1.000e-04, eta: 6:11:31, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9211, loss_cls: 0.9513, loss: 0.9513, grad_norm: 6.3647 2020-07-26 05:26:40,011 - mmaction - INFO - Epoch [41][1500/3757] lr: 1.000e-04, eta: 6:11:19, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9211, loss_cls: 0.9429, loss: 0.9429, grad_norm: 6.5059 2020-07-26 05:26:52,139 - mmaction - INFO - Epoch [41][1520/3757] lr: 1.000e-04, eta: 6:11:06, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9156, loss_cls: 0.9530, loss: 0.9530, grad_norm: 6.4351 2020-07-26 05:27:04,474 - mmaction - INFO - Epoch [41][1540/3757] lr: 1.000e-04, eta: 6:10:54, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0158, loss: 1.0158, grad_norm: 6.6240 2020-07-26 05:27:16,521 - mmaction - INFO - Epoch [41][1560/3757] lr: 1.000e-04, eta: 6:10:41, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9187, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.6137 2020-07-26 05:27:28,862 - mmaction - INFO - Epoch [41][1580/3757] lr: 1.000e-04, eta: 6:10:29, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9854, loss: 0.9854, grad_norm: 6.4612 2020-07-26 05:27:41,124 - mmaction - INFO - Epoch [41][1600/3757] lr: 1.000e-04, eta: 6:10:17, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9281, loss_cls: 0.9387, loss: 0.9387, grad_norm: 6.5177 2020-07-26 05:27:53,459 - mmaction - INFO - Epoch [41][1620/3757] lr: 1.000e-04, eta: 6:10:04, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9062, loss_cls: 0.9879, loss: 0.9879, grad_norm: 6.3750 2020-07-26 05:28:05,591 - mmaction - INFO - Epoch [41][1640/3757] lr: 1.000e-04, eta: 6:09:52, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9133, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.5354 2020-07-26 05:28:17,923 - mmaction - INFO - Epoch [41][1660/3757] lr: 1.000e-04, eta: 6:09:40, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9117, loss_cls: 0.9890, loss: 0.9890, grad_norm: 6.4530 2020-07-26 05:28:30,158 - mmaction - INFO - Epoch [41][1680/3757] lr: 1.000e-04, eta: 6:09:27, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9031, loss_cls: 1.0123, loss: 1.0123, grad_norm: 6.6157 2020-07-26 05:28:42,504 - mmaction - INFO - Epoch [41][1700/3757] lr: 1.000e-04, eta: 6:09:15, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 0.9774, loss: 0.9774, grad_norm: 6.3603 2020-07-26 05:28:54,611 - mmaction - INFO - Epoch [41][1720/3757] lr: 1.000e-04, eta: 6:09:02, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 1.0121, loss: 1.0121, grad_norm: 6.5733 2020-07-26 05:29:06,888 - mmaction - INFO - Epoch [41][1740/3757] lr: 1.000e-04, eta: 6:08:50, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9195, loss_cls: 0.9625, loss: 0.9625, grad_norm: 6.4111 2020-07-26 05:29:18,977 - mmaction - INFO - Epoch [41][1760/3757] lr: 1.000e-04, eta: 6:08:38, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.4930 2020-07-26 05:29:31,206 - mmaction - INFO - Epoch [41][1780/3757] lr: 1.000e-04, eta: 6:08:25, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 0.9911, loss: 0.9911, grad_norm: 6.7117 2020-07-26 05:29:43,156 - mmaction - INFO - Epoch [41][1800/3757] lr: 1.000e-04, eta: 6:08:13, time: 0.600, data_time: 0.006, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9638, loss: 0.9638, grad_norm: 6.5066 2020-07-26 05:29:55,481 - mmaction - INFO - Epoch [41][1820/3757] lr: 1.000e-04, eta: 6:08:00, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0425, loss: 1.0425, grad_norm: 6.5657 2020-07-26 05:30:07,613 - mmaction - INFO - Epoch [41][1840/3757] lr: 1.000e-04, eta: 6:07:48, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9187, loss_cls: 0.9373, loss: 0.9373, grad_norm: 6.3597 2020-07-26 05:30:19,735 - mmaction - INFO - Epoch [41][1860/3757] lr: 1.000e-04, eta: 6:07:36, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9966, loss: 0.9966, grad_norm: 6.4641 2020-07-26 05:30:31,891 - mmaction - INFO - Epoch [41][1880/3757] lr: 1.000e-04, eta: 6:07:23, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0462, loss: 1.0462, grad_norm: 6.5652 2020-07-26 05:30:44,298 - mmaction - INFO - Epoch [41][1900/3757] lr: 1.000e-04, eta: 6:07:11, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9055, loss_cls: 1.0800, loss: 1.0800, grad_norm: 7.0322 2020-07-26 05:30:56,455 - mmaction - INFO - Epoch [41][1920/3757] lr: 1.000e-04, eta: 6:06:59, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0611, loss: 1.0611, grad_norm: 6.5265 2020-07-26 05:31:08,665 - mmaction - INFO - Epoch [41][1940/3757] lr: 1.000e-04, eta: 6:06:46, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 1.0068, loss: 1.0068, grad_norm: 6.6102 2020-07-26 05:31:20,848 - mmaction - INFO - Epoch [41][1960/3757] lr: 1.000e-04, eta: 6:06:34, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9078, loss_cls: 1.0472, loss: 1.0472, grad_norm: 6.7003 2020-07-26 05:31:33,143 - mmaction - INFO - Epoch [41][1980/3757] lr: 1.000e-04, eta: 6:06:21, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9125, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.3557 2020-07-26 05:31:45,383 - mmaction - INFO - Epoch [41][2000/3757] lr: 1.000e-04, eta: 6:06:09, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9023, loss_cls: 0.9812, loss: 0.9812, grad_norm: 6.4052 2020-07-26 05:31:57,752 - mmaction - INFO - Epoch [41][2020/3757] lr: 1.000e-04, eta: 6:05:57, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8898, loss_cls: 1.0694, loss: 1.0694, grad_norm: 6.8203 2020-07-26 05:32:10,037 - mmaction - INFO - Epoch [41][2040/3757] lr: 1.000e-04, eta: 6:05:44, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9125, loss_cls: 0.9941, loss: 0.9941, grad_norm: 6.4175 2020-07-26 05:32:22,207 - mmaction - INFO - Epoch [41][2060/3757] lr: 1.000e-04, eta: 6:05:32, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9086, loss_cls: 1.0755, loss: 1.0755, grad_norm: 6.8965 2020-07-26 05:32:34,537 - mmaction - INFO - Epoch [41][2080/3757] lr: 1.000e-04, eta: 6:05:20, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9141, loss_cls: 1.0124, loss: 1.0124, grad_norm: 6.5970 2020-07-26 05:32:46,707 - mmaction - INFO - Epoch [41][2100/3757] lr: 1.000e-04, eta: 6:05:07, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9250, loss: 0.9250, grad_norm: 6.2306 2020-07-26 05:32:58,984 - mmaction - INFO - Epoch [41][2120/3757] lr: 1.000e-04, eta: 6:04:55, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9156, loss_cls: 0.9647, loss: 0.9647, grad_norm: 6.5078 2020-07-26 05:33:11,095 - mmaction - INFO - Epoch [41][2140/3757] lr: 1.000e-04, eta: 6:04:42, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 0.9691, loss: 0.9691, grad_norm: 6.3890 2020-07-26 05:33:23,295 - mmaction - INFO - Epoch [41][2160/3757] lr: 1.000e-04, eta: 6:04:30, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9647, loss: 0.9647, grad_norm: 6.4942 2020-07-26 05:33:35,551 - mmaction - INFO - Epoch [41][2180/3757] lr: 1.000e-04, eta: 6:04:18, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9611, loss: 0.9611, grad_norm: 6.4750 2020-07-26 05:33:47,827 - mmaction - INFO - Epoch [41][2200/3757] lr: 1.000e-04, eta: 6:04:05, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9070, loss_cls: 1.0123, loss: 1.0123, grad_norm: 6.3985 2020-07-26 05:33:59,910 - mmaction - INFO - Epoch [41][2220/3757] lr: 1.000e-04, eta: 6:03:53, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 1.0149, loss: 1.0149, grad_norm: 6.6353 2020-07-26 05:34:12,182 - mmaction - INFO - Epoch [41][2240/3757] lr: 1.000e-04, eta: 6:03:40, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9164, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.5893 2020-07-26 05:34:24,329 - mmaction - INFO - Epoch [41][2260/3757] lr: 1.000e-04, eta: 6:03:28, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0277, loss: 1.0277, grad_norm: 6.7072 2020-07-26 05:34:36,557 - mmaction - INFO - Epoch [41][2280/3757] lr: 1.000e-04, eta: 6:03:16, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9664, loss: 0.9664, grad_norm: 6.2681 2020-07-26 05:34:48,738 - mmaction - INFO - Epoch [41][2300/3757] lr: 1.000e-04, eta: 6:03:03, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9180, loss_cls: 0.9954, loss: 0.9954, grad_norm: 6.5413 2020-07-26 05:35:01,073 - mmaction - INFO - Epoch [41][2320/3757] lr: 1.000e-04, eta: 6:02:51, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9211, loss_cls: 0.9249, loss: 0.9249, grad_norm: 6.4498 2020-07-26 05:35:13,227 - mmaction - INFO - Epoch [41][2340/3757] lr: 1.000e-04, eta: 6:02:39, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.3548 2020-07-26 05:35:25,258 - mmaction - INFO - Epoch [41][2360/3757] lr: 1.000e-04, eta: 6:02:26, time: 0.602, data_time: 0.002, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9094, loss_cls: 0.9753, loss: 0.9753, grad_norm: 6.4490 2020-07-26 05:35:37,410 - mmaction - INFO - Epoch [41][2380/3757] lr: 1.000e-04, eta: 6:02:14, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9273, loss_cls: 0.9432, loss: 0.9432, grad_norm: 6.4492 2020-07-26 05:35:49,574 - mmaction - INFO - Epoch [41][2400/3757] lr: 1.000e-04, eta: 6:02:01, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 0.9766, loss: 0.9766, grad_norm: 6.4326 2020-07-26 05:36:01,916 - mmaction - INFO - Epoch [41][2420/3757] lr: 1.000e-04, eta: 6:01:49, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.8977, loss_cls: 1.0181, loss: 1.0181, grad_norm: 6.4934 2020-07-26 05:36:14,112 - mmaction - INFO - Epoch [41][2440/3757] lr: 1.000e-04, eta: 6:01:37, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.0745, loss: 1.0745, grad_norm: 6.7129 2020-07-26 05:36:26,456 - mmaction - INFO - Epoch [41][2460/3757] lr: 1.000e-04, eta: 6:01:24, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9141, loss_cls: 0.9764, loss: 0.9764, grad_norm: 6.5673 2020-07-26 05:36:38,569 - mmaction - INFO - Epoch [41][2480/3757] lr: 1.000e-04, eta: 6:01:12, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9062, loss_cls: 0.9810, loss: 0.9810, grad_norm: 6.4048 2020-07-26 05:36:50,813 - mmaction - INFO - Epoch [41][2500/3757] lr: 1.000e-04, eta: 6:00:59, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 1.0539, loss: 1.0539, grad_norm: 6.6597 2020-07-26 05:37:03,008 - mmaction - INFO - Epoch [41][2520/3757] lr: 1.000e-04, eta: 6:00:47, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.0608, loss: 1.0608, grad_norm: 6.6556 2020-07-26 05:37:15,243 - mmaction - INFO - Epoch [41][2540/3757] lr: 1.000e-04, eta: 6:00:35, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9227, loss_cls: 0.9038, loss: 0.9038, grad_norm: 6.3673 2020-07-26 05:37:27,407 - mmaction - INFO - Epoch [41][2560/3757] lr: 1.000e-04, eta: 6:00:22, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9102, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.8639 2020-07-26 05:37:39,722 - mmaction - INFO - Epoch [41][2580/3757] lr: 1.000e-04, eta: 6:00:10, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 1.0237, loss: 1.0237, grad_norm: 6.6944 2020-07-26 05:37:51,840 - mmaction - INFO - Epoch [41][2600/3757] lr: 1.000e-04, eta: 5:59:57, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9016, loss_cls: 0.9987, loss: 0.9987, grad_norm: 6.4410 2020-07-26 05:38:04,107 - mmaction - INFO - Epoch [41][2620/3757] lr: 1.000e-04, eta: 5:59:45, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9055, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.4500 2020-07-26 05:38:16,384 - mmaction - INFO - Epoch [41][2640/3757] lr: 1.000e-04, eta: 5:59:33, time: 0.613, data_time: 0.002, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9023, loss_cls: 0.9939, loss: 0.9939, grad_norm: 6.5889 2020-07-26 05:38:28,528 - mmaction - INFO - Epoch [41][2660/3757] lr: 1.000e-04, eta: 5:59:20, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0274, loss: 1.0274, grad_norm: 6.5316 2020-07-26 05:38:40,698 - mmaction - INFO - Epoch [41][2680/3757] lr: 1.000e-04, eta: 5:59:08, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9000, loss_cls: 0.9946, loss: 0.9946, grad_norm: 6.2056 2020-07-26 05:38:52,987 - mmaction - INFO - Epoch [41][2700/3757] lr: 1.000e-04, eta: 5:58:56, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9133, loss_cls: 1.0031, loss: 1.0031, grad_norm: 6.7513 2020-07-26 05:39:05,069 - mmaction - INFO - Epoch [41][2720/3757] lr: 1.000e-04, eta: 5:58:43, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9566, loss: 0.9566, grad_norm: 6.3586 2020-07-26 05:39:17,391 - mmaction - INFO - Epoch [41][2740/3757] lr: 1.000e-04, eta: 5:58:31, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7742, top5_acc: 0.9141, loss_cls: 0.9044, loss: 0.9044, grad_norm: 6.1575 2020-07-26 05:39:29,560 - mmaction - INFO - Epoch [41][2760/3757] lr: 1.000e-04, eta: 5:58:18, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0258, loss: 1.0258, grad_norm: 6.9319 2020-07-26 05:39:41,728 - mmaction - INFO - Epoch [41][2780/3757] lr: 1.000e-04, eta: 5:58:06, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9771, loss: 0.9771, grad_norm: 6.3971 2020-07-26 05:39:53,934 - mmaction - INFO - Epoch [41][2800/3757] lr: 1.000e-04, eta: 5:57:54, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9234, loss_cls: 0.9429, loss: 0.9429, grad_norm: 6.2912 2020-07-26 05:40:06,224 - mmaction - INFO - Epoch [41][2820/3757] lr: 1.000e-04, eta: 5:57:41, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0312, loss: 1.0312, grad_norm: 6.5790 2020-07-26 05:40:18,521 - mmaction - INFO - Epoch [41][2840/3757] lr: 1.000e-04, eta: 5:57:29, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9211, loss_cls: 0.8997, loss: 0.8997, grad_norm: 5.9788 2020-07-26 05:40:30,668 - mmaction - INFO - Epoch [41][2860/3757] lr: 1.000e-04, eta: 5:57:16, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9896, loss: 0.9896, grad_norm: 6.4636 2020-07-26 05:40:42,874 - mmaction - INFO - Epoch [41][2880/3757] lr: 1.000e-04, eta: 5:57:04, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9705, loss: 0.9705, grad_norm: 6.5149 2020-07-26 05:40:55,152 - mmaction - INFO - Epoch [41][2900/3757] lr: 1.000e-04, eta: 5:56:52, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9133, loss_cls: 0.9596, loss: 0.9596, grad_norm: 6.3962 2020-07-26 05:41:07,398 - mmaction - INFO - Epoch [41][2920/3757] lr: 1.000e-04, eta: 5:56:39, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0162, loss: 1.0162, grad_norm: 6.3583 2020-07-26 05:41:19,601 - mmaction - INFO - Epoch [41][2940/3757] lr: 1.000e-04, eta: 5:56:27, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 1.0179, loss: 1.0179, grad_norm: 6.6184 2020-07-26 05:41:31,777 - mmaction - INFO - Epoch [41][2960/3757] lr: 1.000e-04, eta: 5:56:15, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9141, loss_cls: 0.9766, loss: 0.9766, grad_norm: 6.5268 2020-07-26 05:41:44,012 - mmaction - INFO - Epoch [41][2980/3757] lr: 1.000e-04, eta: 5:56:02, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9447, loss: 0.9447, grad_norm: 6.3149 2020-07-26 05:41:56,265 - mmaction - INFO - Epoch [41][3000/3757] lr: 1.000e-04, eta: 5:55:50, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0093, loss: 1.0093, grad_norm: 6.7293 2020-07-26 05:42:08,462 - mmaction - INFO - Epoch [41][3020/3757] lr: 1.000e-04, eta: 5:55:37, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 0.9678, loss: 0.9678, grad_norm: 6.3777 2020-07-26 05:42:20,781 - mmaction - INFO - Epoch [41][3040/3757] lr: 1.000e-04, eta: 5:55:25, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9117, loss_cls: 1.0315, loss: 1.0315, grad_norm: 6.6178 2020-07-26 05:42:32,948 - mmaction - INFO - Epoch [41][3060/3757] lr: 1.000e-04, eta: 5:55:13, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0417, loss: 1.0417, grad_norm: 6.5290 2020-07-26 05:42:45,196 - mmaction - INFO - Epoch [41][3080/3757] lr: 1.000e-04, eta: 5:55:00, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7820, top5_acc: 0.9227, loss_cls: 0.8852, loss: 0.8852, grad_norm: 6.2027 2020-07-26 05:42:57,495 - mmaction - INFO - Epoch [41][3100/3757] lr: 1.000e-04, eta: 5:54:48, time: 0.616, data_time: 0.004, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9172, loss_cls: 1.0137, loss: 1.0137, grad_norm: 6.4630 2020-07-26 05:43:09,736 - mmaction - INFO - Epoch [41][3120/3757] lr: 1.000e-04, eta: 5:54:36, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9102, loss_cls: 0.9578, loss: 0.9578, grad_norm: 6.2783 2020-07-26 05:43:21,790 - mmaction - INFO - Epoch [41][3140/3757] lr: 1.000e-04, eta: 5:54:23, time: 0.609, data_time: 0.009, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 0.9531, loss: 0.9531, grad_norm: 6.3288 2020-07-26 05:43:33,987 - mmaction - INFO - Epoch [41][3160/3757] lr: 1.000e-04, eta: 5:54:11, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7438, top5_acc: 0.8992, loss_cls: 1.0342, loss: 1.0342, grad_norm: 6.6798 2020-07-26 05:43:46,232 - mmaction - INFO - Epoch [41][3180/3757] lr: 1.000e-04, eta: 5:53:58, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.7178 2020-07-26 05:43:58,407 - mmaction - INFO - Epoch [41][3200/3757] lr: 1.000e-04, eta: 5:53:46, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9094, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.3797 2020-07-26 05:44:10,653 - mmaction - INFO - Epoch [41][3220/3757] lr: 1.000e-04, eta: 5:53:34, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9086, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.4439 2020-07-26 05:44:23,056 - mmaction - INFO - Epoch [41][3240/3757] lr: 1.000e-04, eta: 5:53:21, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.6245 2020-07-26 05:44:35,264 - mmaction - INFO - Epoch [41][3260/3757] lr: 1.000e-04, eta: 5:53:09, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9180, loss_cls: 0.9889, loss: 0.9889, grad_norm: 6.4820 2020-07-26 05:44:47,576 - mmaction - INFO - Epoch [41][3280/3757] lr: 1.000e-04, eta: 5:52:57, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9227, loss_cls: 0.9687, loss: 0.9687, grad_norm: 6.5218 2020-07-26 05:44:59,669 - mmaction - INFO - Epoch [41][3300/3757] lr: 1.000e-04, eta: 5:52:44, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9164, loss_cls: 0.9649, loss: 0.9649, grad_norm: 6.5003 2020-07-26 05:45:11,830 - mmaction - INFO - Epoch [41][3320/3757] lr: 1.000e-04, eta: 5:52:32, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.6052 2020-07-26 05:45:24,066 - mmaction - INFO - Epoch [41][3340/3757] lr: 1.000e-04, eta: 5:52:19, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7453, top5_acc: 0.8914, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.5365 2020-07-26 05:45:36,228 - mmaction - INFO - Epoch [41][3360/3757] lr: 1.000e-04, eta: 5:52:07, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0491, loss: 1.0491, grad_norm: 6.5574 2020-07-26 05:45:48,410 - mmaction - INFO - Epoch [41][3380/3757] lr: 1.000e-04, eta: 5:51:55, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9250, loss_cls: 0.9230, loss: 0.9230, grad_norm: 6.3350 2020-07-26 05:46:00,604 - mmaction - INFO - Epoch [41][3400/3757] lr: 1.000e-04, eta: 5:51:42, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8914, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.7788 2020-07-26 05:46:12,940 - mmaction - INFO - Epoch [41][3420/3757] lr: 1.000e-04, eta: 5:51:30, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.5282 2020-07-26 05:46:25,211 - mmaction - INFO - Epoch [41][3440/3757] lr: 1.000e-04, eta: 5:51:17, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7430, top5_acc: 0.8930, loss_cls: 1.0389, loss: 1.0389, grad_norm: 6.5812 2020-07-26 05:46:37,449 - mmaction - INFO - Epoch [41][3460/3757] lr: 1.000e-04, eta: 5:51:05, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.5255 2020-07-26 05:46:49,635 - mmaction - INFO - Epoch [41][3480/3757] lr: 1.000e-04, eta: 5:50:53, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7734, top5_acc: 0.9156, loss_cls: 0.9366, loss: 0.9366, grad_norm: 6.4111 2020-07-26 05:47:01,788 - mmaction - INFO - Epoch [41][3500/3757] lr: 1.000e-04, eta: 5:50:40, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0527, loss: 1.0527, grad_norm: 6.6979 2020-07-26 05:47:14,074 - mmaction - INFO - Epoch [41][3520/3757] lr: 1.000e-04, eta: 5:50:28, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9219, loss_cls: 0.9089, loss: 0.9089, grad_norm: 6.3293 2020-07-26 05:47:26,203 - mmaction - INFO - Epoch [41][3540/3757] lr: 1.000e-04, eta: 5:50:16, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9180, loss_cls: 0.9609, loss: 0.9609, grad_norm: 6.3726 2020-07-26 05:47:38,471 - mmaction - INFO - Epoch [41][3560/3757] lr: 1.000e-04, eta: 5:50:03, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9187, loss_cls: 1.0054, loss: 1.0054, grad_norm: 6.6302 2020-07-26 05:47:50,709 - mmaction - INFO - Epoch [41][3580/3757] lr: 1.000e-04, eta: 5:49:51, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8992, loss_cls: 1.0017, loss: 1.0017, grad_norm: 6.5947 2020-07-26 05:48:03,060 - mmaction - INFO - Epoch [41][3600/3757] lr: 1.000e-04, eta: 5:49:38, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9195, loss_cls: 0.9451, loss: 0.9451, grad_norm: 6.4900 2020-07-26 05:48:15,314 - mmaction - INFO - Epoch [41][3620/3757] lr: 1.000e-04, eta: 5:49:26, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9195, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.5534 2020-07-26 05:48:27,527 - mmaction - INFO - Epoch [41][3640/3757] lr: 1.000e-04, eta: 5:49:14, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7695, top5_acc: 0.9258, loss_cls: 0.9238, loss: 0.9238, grad_norm: 6.3874 2020-07-26 05:48:39,735 - mmaction - INFO - Epoch [41][3660/3757] lr: 1.000e-04, eta: 5:49:01, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9039, loss_cls: 0.9990, loss: 0.9990, grad_norm: 6.5871 2020-07-26 05:48:51,970 - mmaction - INFO - Epoch [41][3680/3757] lr: 1.000e-04, eta: 5:48:49, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 1.0123, loss: 1.0123, grad_norm: 6.5099 2020-07-26 05:49:04,088 - mmaction - INFO - Epoch [41][3700/3757] lr: 1.000e-04, eta: 5:48:37, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9070, loss_cls: 0.9716, loss: 0.9716, grad_norm: 6.4097 2020-07-26 05:49:16,148 - mmaction - INFO - Epoch [41][3720/3757] lr: 1.000e-04, eta: 5:48:24, time: 0.600, data_time: 0.006, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.3231 2020-07-26 05:49:28,159 - mmaction - INFO - Epoch [41][3740/3757] lr: 1.000e-04, eta: 5:48:12, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0124, loss: 1.0124, grad_norm: 6.6599 2020-07-26 05:49:38,493 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-07-26 05:50:00,423 - mmaction - INFO - Epoch [42][20/3757] lr: 1.000e-04, eta: 5:47:49, time: 1.075, data_time: 0.431, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9141, loss_cls: 0.9769, loss: 0.9769, grad_norm: 6.5870 2020-07-26 05:50:12,831 - mmaction - INFO - Epoch [42][40/3757] lr: 1.000e-04, eta: 5:47:36, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9031, loss_cls: 1.0204, loss: 1.0204, grad_norm: 6.4646 2020-07-26 05:50:25,055 - mmaction - INFO - Epoch [42][60/3757] lr: 1.000e-04, eta: 5:47:24, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9219, loss_cls: 0.9466, loss: 0.9466, grad_norm: 6.5954 2020-07-26 05:50:37,201 - mmaction - INFO - Epoch [42][80/3757] lr: 1.000e-04, eta: 5:47:11, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7875, top5_acc: 0.9203, loss_cls: 0.8979, loss: 0.8979, grad_norm: 6.2298 2020-07-26 05:50:49,501 - mmaction - INFO - Epoch [42][100/3757] lr: 1.000e-04, eta: 5:46:59, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9070, loss_cls: 1.0011, loss: 1.0011, grad_norm: 6.3814 2020-07-26 05:51:01,777 - mmaction - INFO - Epoch [42][120/3757] lr: 1.000e-04, eta: 5:46:47, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9258, loss_cls: 0.9449, loss: 0.9449, grad_norm: 6.4601 2020-07-26 05:51:13,863 - mmaction - INFO - Epoch [42][140/3757] lr: 1.000e-04, eta: 5:46:34, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9211, loss_cls: 0.9378, loss: 0.9378, grad_norm: 6.5342 2020-07-26 05:51:26,288 - mmaction - INFO - Epoch [42][160/3757] lr: 1.000e-04, eta: 5:46:22, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9008, loss_cls: 0.9821, loss: 0.9821, grad_norm: 6.4157 2020-07-26 05:51:38,460 - mmaction - INFO - Epoch [42][180/3757] lr: 1.000e-04, eta: 5:46:10, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 1.0119, loss: 1.0119, grad_norm: 6.7594 2020-07-26 05:51:50,721 - mmaction - INFO - Epoch [42][200/3757] lr: 1.000e-04, eta: 5:45:57, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9602, loss: 0.9602, grad_norm: 6.3120 2020-07-26 05:52:02,919 - mmaction - INFO - Epoch [42][220/3757] lr: 1.000e-04, eta: 5:45:45, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9592, loss: 0.9592, grad_norm: 6.4440 2020-07-26 05:52:15,085 - mmaction - INFO - Epoch [42][240/3757] lr: 1.000e-04, eta: 5:45:32, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9742, loss: 0.9742, grad_norm: 6.3823 2020-07-26 05:52:27,315 - mmaction - INFO - Epoch [42][260/3757] lr: 1.000e-04, eta: 5:45:20, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0463, loss: 1.0463, grad_norm: 6.8232 2020-07-26 05:52:39,584 - mmaction - INFO - Epoch [42][280/3757] lr: 1.000e-04, eta: 5:45:08, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9133, loss_cls: 0.9625, loss: 0.9625, grad_norm: 6.4202 2020-07-26 05:52:51,751 - mmaction - INFO - Epoch [42][300/3757] lr: 1.000e-04, eta: 5:44:55, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9055, loss_cls: 1.0308, loss: 1.0308, grad_norm: 6.6017 2020-07-26 05:53:04,110 - mmaction - INFO - Epoch [42][320/3757] lr: 1.000e-04, eta: 5:44:43, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9187, loss_cls: 0.9161, loss: 0.9161, grad_norm: 6.3687 2020-07-26 05:53:16,307 - mmaction - INFO - Epoch [42][340/3757] lr: 1.000e-04, eta: 5:44:31, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0609, loss: 1.0609, grad_norm: 6.5212 2020-07-26 05:53:28,551 - mmaction - INFO - Epoch [42][360/3757] lr: 1.000e-04, eta: 5:44:18, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9900, loss: 0.9900, grad_norm: 6.5421 2020-07-26 05:53:40,696 - mmaction - INFO - Epoch [42][380/3757] lr: 1.000e-04, eta: 5:44:06, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.5614 2020-07-26 05:53:52,997 - mmaction - INFO - Epoch [42][400/3757] lr: 1.000e-04, eta: 5:43:53, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 1.0298, loss: 1.0298, grad_norm: 6.6229 2020-07-26 05:54:05,113 - mmaction - INFO - Epoch [42][420/3757] lr: 1.000e-04, eta: 5:43:41, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 0.9876, loss: 0.9876, grad_norm: 6.5030 2020-07-26 05:54:17,337 - mmaction - INFO - Epoch [42][440/3757] lr: 1.000e-04, eta: 5:43:29, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0726, loss: 1.0726, grad_norm: 6.5646 2020-07-26 05:54:29,592 - mmaction - INFO - Epoch [42][460/3757] lr: 1.000e-04, eta: 5:43:16, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9039, loss_cls: 0.9945, loss: 0.9945, grad_norm: 6.5548 2020-07-26 05:54:41,753 - mmaction - INFO - Epoch [42][480/3757] lr: 1.000e-04, eta: 5:43:04, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9094, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.4413 2020-07-26 05:54:54,377 - mmaction - INFO - Epoch [42][500/3757] lr: 1.000e-04, eta: 5:42:52, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9227, loss_cls: 0.9614, loss: 0.9614, grad_norm: 6.4798 2020-07-26 05:55:06,717 - mmaction - INFO - Epoch [42][520/3757] lr: 1.000e-04, eta: 5:42:39, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8930, loss_cls: 1.0582, loss: 1.0582, grad_norm: 6.5404 2020-07-26 05:55:18,879 - mmaction - INFO - Epoch [42][540/3757] lr: 1.000e-04, eta: 5:42:27, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9008, loss_cls: 1.0245, loss: 1.0245, grad_norm: 6.5871 2020-07-26 05:55:31,114 - mmaction - INFO - Epoch [42][560/3757] lr: 1.000e-04, eta: 5:42:14, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7781, top5_acc: 0.9187, loss_cls: 0.9159, loss: 0.9159, grad_norm: 6.2608 2020-07-26 05:55:43,336 - mmaction - INFO - Epoch [42][580/3757] lr: 1.000e-04, eta: 5:42:02, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0129, loss: 1.0129, grad_norm: 6.5999 2020-07-26 05:55:55,622 - mmaction - INFO - Epoch [42][600/3757] lr: 1.000e-04, eta: 5:41:50, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9008, loss_cls: 1.0463, loss: 1.0463, grad_norm: 6.6697 2020-07-26 05:56:07,775 - mmaction - INFO - Epoch [42][620/3757] lr: 1.000e-04, eta: 5:41:37, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7422, top5_acc: 0.8906, loss_cls: 1.0523, loss: 1.0523, grad_norm: 6.4628 2020-07-26 05:56:19,947 - mmaction - INFO - Epoch [42][640/3757] lr: 1.000e-04, eta: 5:41:25, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9078, loss_cls: 1.0133, loss: 1.0133, grad_norm: 6.4586 2020-07-26 05:56:32,343 - mmaction - INFO - Epoch [42][660/3757] lr: 1.000e-04, eta: 5:41:13, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0187, loss: 1.0187, grad_norm: 6.4084 2020-07-26 05:56:44,605 - mmaction - INFO - Epoch [42][680/3757] lr: 1.000e-04, eta: 5:41:00, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9023, loss_cls: 0.9773, loss: 0.9773, grad_norm: 6.2329 2020-07-26 05:56:56,844 - mmaction - INFO - Epoch [42][700/3757] lr: 1.000e-04, eta: 5:40:48, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 1.0093, loss: 1.0093, grad_norm: 6.6677 2020-07-26 05:57:09,024 - mmaction - INFO - Epoch [42][720/3757] lr: 1.000e-04, eta: 5:40:35, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9078, loss_cls: 0.9516, loss: 0.9516, grad_norm: 6.4217 2020-07-26 05:57:21,294 - mmaction - INFO - Epoch [42][740/3757] lr: 1.000e-04, eta: 5:40:23, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9055, loss_cls: 1.0167, loss: 1.0167, grad_norm: 6.5641 2020-07-26 05:57:33,411 - mmaction - INFO - Epoch [42][760/3757] lr: 1.000e-04, eta: 5:40:11, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9227, loss_cls: 0.9379, loss: 0.9379, grad_norm: 6.6203 2020-07-26 05:57:45,630 - mmaction - INFO - Epoch [42][780/3757] lr: 1.000e-04, eta: 5:39:58, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9008, loss_cls: 1.0342, loss: 1.0342, grad_norm: 6.6615 2020-07-26 05:57:57,905 - mmaction - INFO - Epoch [42][800/3757] lr: 1.000e-04, eta: 5:39:46, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9640, loss: 0.9640, grad_norm: 6.5697 2020-07-26 05:58:10,069 - mmaction - INFO - Epoch [42][820/3757] lr: 1.000e-04, eta: 5:39:34, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9172, loss_cls: 0.9887, loss: 0.9887, grad_norm: 6.4711 2020-07-26 05:58:22,274 - mmaction - INFO - Epoch [42][840/3757] lr: 1.000e-04, eta: 5:39:21, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 0.9838, loss: 0.9838, grad_norm: 6.3603 2020-07-26 05:58:34,534 - mmaction - INFO - Epoch [42][860/3757] lr: 1.000e-04, eta: 5:39:09, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9133, loss_cls: 1.0375, loss: 1.0375, grad_norm: 6.8726 2020-07-26 05:58:46,709 - mmaction - INFO - Epoch [42][880/3757] lr: 1.000e-04, eta: 5:38:56, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9348, loss: 0.9348, grad_norm: 6.3346 2020-07-26 05:58:58,942 - mmaction - INFO - Epoch [42][900/3757] lr: 1.000e-04, eta: 5:38:44, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9039, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.5742 2020-07-26 05:59:10,986 - mmaction - INFO - Epoch [42][920/3757] lr: 1.000e-04, eta: 5:38:32, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9078, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.6997 2020-07-26 05:59:23,175 - mmaction - INFO - Epoch [42][940/3757] lr: 1.000e-04, eta: 5:38:19, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9062, loss_cls: 0.9948, loss: 0.9948, grad_norm: 6.5845 2020-07-26 05:59:35,410 - mmaction - INFO - Epoch [42][960/3757] lr: 1.000e-04, eta: 5:38:07, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.8891, loss_cls: 1.0670, loss: 1.0670, grad_norm: 6.7124 2020-07-26 05:59:47,651 - mmaction - INFO - Epoch [42][980/3757] lr: 1.000e-04, eta: 5:37:54, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9125, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.8844 2020-07-26 05:59:59,766 - mmaction - INFO - Epoch [42][1000/3757] lr: 1.000e-04, eta: 5:37:42, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.7935 2020-07-26 06:00:13,822 - mmaction - INFO - Epoch [42][1020/3757] lr: 1.000e-04, eta: 5:37:30, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9198, loss: 0.9198, grad_norm: 6.2580 2020-07-26 06:00:26,064 - mmaction - INFO - Epoch [42][1040/3757] lr: 1.000e-04, eta: 5:37:18, time: 0.620, data_time: 0.014, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.4316 2020-07-26 06:00:38,439 - mmaction - INFO - Epoch [42][1060/3757] lr: 1.000e-04, eta: 5:37:05, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8977, loss_cls: 1.0695, loss: 1.0695, grad_norm: 6.8781 2020-07-26 06:00:50,766 - mmaction - INFO - Epoch [42][1080/3757] lr: 1.000e-04, eta: 5:36:53, time: 0.621, data_time: 0.009, memory: 7079, top1_acc: 0.7477, top5_acc: 0.8992, loss_cls: 1.0236, loss: 1.0236, grad_norm: 6.5906 2020-07-26 06:01:03,025 - mmaction - INFO - Epoch [42][1100/3757] lr: 1.000e-04, eta: 5:36:41, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9086, loss_cls: 0.9676, loss: 0.9676, grad_norm: 6.5496 2020-07-26 06:01:15,223 - mmaction - INFO - Epoch [42][1120/3757] lr: 1.000e-04, eta: 5:36:28, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9094, loss_cls: 0.9745, loss: 0.9745, grad_norm: 6.6525 2020-07-26 06:01:27,491 - mmaction - INFO - Epoch [42][1140/3757] lr: 1.000e-04, eta: 5:36:16, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9664, loss: 0.9664, grad_norm: 6.3940 2020-07-26 06:01:39,645 - mmaction - INFO - Epoch [42][1160/3757] lr: 1.000e-04, eta: 5:36:04, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8906, loss_cls: 1.0788, loss: 1.0788, grad_norm: 6.6302 2020-07-26 06:01:51,979 - mmaction - INFO - Epoch [42][1180/3757] lr: 1.000e-04, eta: 5:35:51, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 0.9993, loss: 0.9993, grad_norm: 6.4968 2020-07-26 06:02:04,243 - mmaction - INFO - Epoch [42][1200/3757] lr: 1.000e-04, eta: 5:35:39, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.5773 2020-07-26 06:02:16,405 - mmaction - INFO - Epoch [42][1220/3757] lr: 1.000e-04, eta: 5:35:26, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9148, loss_cls: 0.9952, loss: 0.9952, grad_norm: 6.6268 2020-07-26 06:02:28,635 - mmaction - INFO - Epoch [42][1240/3757] lr: 1.000e-04, eta: 5:35:14, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9164, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.4616 2020-07-26 06:02:40,924 - mmaction - INFO - Epoch [42][1260/3757] lr: 1.000e-04, eta: 5:35:02, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9141, loss_cls: 0.9844, loss: 0.9844, grad_norm: 6.6257 2020-07-26 06:02:53,250 - mmaction - INFO - Epoch [42][1280/3757] lr: 1.000e-04, eta: 5:34:49, time: 0.622, data_time: 0.009, memory: 7079, top1_acc: 0.7453, top5_acc: 0.8977, loss_cls: 0.9940, loss: 0.9940, grad_norm: 6.4553 2020-07-26 06:03:05,499 - mmaction - INFO - Epoch [42][1300/3757] lr: 1.000e-04, eta: 5:34:37, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9211, loss_cls: 0.9282, loss: 0.9282, grad_norm: 6.2960 2020-07-26 06:03:17,600 - mmaction - INFO - Epoch [42][1320/3757] lr: 1.000e-04, eta: 5:34:25, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9156, loss_cls: 1.0129, loss: 1.0129, grad_norm: 6.5432 2020-07-26 06:03:29,924 - mmaction - INFO - Epoch [42][1340/3757] lr: 1.000e-04, eta: 5:34:12, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9141, loss_cls: 0.9481, loss: 0.9481, grad_norm: 6.4445 2020-07-26 06:03:42,242 - mmaction - INFO - Epoch [42][1360/3757] lr: 1.000e-04, eta: 5:34:00, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9117, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.5860 2020-07-26 06:03:54,612 - mmaction - INFO - Epoch [42][1380/3757] lr: 1.000e-04, eta: 5:33:47, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.9370, loss: 0.9370, grad_norm: 6.3544 2020-07-26 06:04:06,720 - mmaction - INFO - Epoch [42][1400/3757] lr: 1.000e-04, eta: 5:33:35, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9070, loss_cls: 0.9937, loss: 0.9937, grad_norm: 6.5496 2020-07-26 06:04:19,023 - mmaction - INFO - Epoch [42][1420/3757] lr: 1.000e-04, eta: 5:33:23, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9141, loss_cls: 0.9465, loss: 0.9465, grad_norm: 6.4747 2020-07-26 06:04:31,209 - mmaction - INFO - Epoch [42][1440/3757] lr: 1.000e-04, eta: 5:33:10, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9086, loss_cls: 0.9685, loss: 0.9685, grad_norm: 6.4508 2020-07-26 06:04:43,457 - mmaction - INFO - Epoch [42][1460/3757] lr: 1.000e-04, eta: 5:32:58, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 1.0047, loss: 1.0047, grad_norm: 6.7501 2020-07-26 06:04:55,493 - mmaction - INFO - Epoch [42][1480/3757] lr: 1.000e-04, eta: 5:32:46, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0043, loss: 1.0043, grad_norm: 6.4932 2020-07-26 06:05:07,854 - mmaction - INFO - Epoch [42][1500/3757] lr: 1.000e-04, eta: 5:32:33, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9172, loss_cls: 0.9808, loss: 0.9808, grad_norm: 6.6041 2020-07-26 06:05:20,114 - mmaction - INFO - Epoch [42][1520/3757] lr: 1.000e-04, eta: 5:32:21, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.6704 2020-07-26 06:05:32,197 - mmaction - INFO - Epoch [42][1540/3757] lr: 1.000e-04, eta: 5:32:08, time: 0.602, data_time: 0.005, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 0.9983, loss: 0.9983, grad_norm: 6.8045 2020-07-26 06:05:44,459 - mmaction - INFO - Epoch [42][1560/3757] lr: 1.000e-04, eta: 5:31:56, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8922, loss_cls: 1.0378, loss: 1.0378, grad_norm: 6.7238 2020-07-26 06:05:56,819 - mmaction - INFO - Epoch [42][1580/3757] lr: 1.000e-04, eta: 5:31:44, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9313, loss_cls: 0.9282, loss: 0.9282, grad_norm: 6.4297 2020-07-26 06:06:08,911 - mmaction - INFO - Epoch [42][1600/3757] lr: 1.000e-04, eta: 5:31:31, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9047, loss_cls: 1.0116, loss: 1.0116, grad_norm: 6.5845 2020-07-26 06:06:21,182 - mmaction - INFO - Epoch [42][1620/3757] lr: 1.000e-04, eta: 5:31:19, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9195, loss_cls: 0.8981, loss: 0.8981, grad_norm: 6.2009 2020-07-26 06:06:33,219 - mmaction - INFO - Epoch [42][1640/3757] lr: 1.000e-04, eta: 5:31:07, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.5716 2020-07-26 06:06:45,493 - mmaction - INFO - Epoch [42][1660/3757] lr: 1.000e-04, eta: 5:30:54, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8922, loss_cls: 1.0575, loss: 1.0575, grad_norm: 6.8569 2020-07-26 06:06:57,426 - mmaction - INFO - Epoch [42][1680/3757] lr: 1.000e-04, eta: 5:30:42, time: 0.600, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.0853, loss: 1.0853, grad_norm: 6.6812 2020-07-26 06:07:09,638 - mmaction - INFO - Epoch [42][1700/3757] lr: 1.000e-04, eta: 5:30:29, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9086, loss_cls: 1.0439, loss: 1.0439, grad_norm: 6.5839 2020-07-26 06:07:21,794 - mmaction - INFO - Epoch [42][1720/3757] lr: 1.000e-04, eta: 5:30:17, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9070, loss_cls: 0.9877, loss: 0.9877, grad_norm: 6.4835 2020-07-26 06:07:34,226 - mmaction - INFO - Epoch [42][1740/3757] lr: 1.000e-04, eta: 5:30:05, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9791, loss: 0.9791, grad_norm: 6.5420 2020-07-26 06:07:46,344 - mmaction - INFO - Epoch [42][1760/3757] lr: 1.000e-04, eta: 5:29:52, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 1.0137, loss: 1.0137, grad_norm: 6.6247 2020-07-26 06:07:58,628 - mmaction - INFO - Epoch [42][1780/3757] lr: 1.000e-04, eta: 5:29:40, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0210, loss: 1.0210, grad_norm: 6.7661 2020-07-26 06:08:10,835 - mmaction - INFO - Epoch [42][1800/3757] lr: 1.000e-04, eta: 5:29:27, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9125, loss_cls: 0.9674, loss: 0.9674, grad_norm: 6.4365 2020-07-26 06:08:23,028 - mmaction - INFO - Epoch [42][1820/3757] lr: 1.000e-04, eta: 5:29:15, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9250, loss_cls: 0.9230, loss: 0.9230, grad_norm: 6.6274 2020-07-26 06:08:35,102 - mmaction - INFO - Epoch [42][1840/3757] lr: 1.000e-04, eta: 5:29:03, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9759, loss: 0.9759, grad_norm: 6.4261 2020-07-26 06:08:47,330 - mmaction - INFO - Epoch [42][1860/3757] lr: 1.000e-04, eta: 5:28:50, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9122, loss: 0.9122, grad_norm: 6.5255 2020-07-26 06:08:59,369 - mmaction - INFO - Epoch [42][1880/3757] lr: 1.000e-04, eta: 5:28:38, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9055, loss_cls: 1.0027, loss: 1.0027, grad_norm: 6.5928 2020-07-26 06:09:11,488 - mmaction - INFO - Epoch [42][1900/3757] lr: 1.000e-04, eta: 5:28:25, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.6559 2020-07-26 06:09:23,573 - mmaction - INFO - Epoch [42][1920/3757] lr: 1.000e-04, eta: 5:28:13, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9070, loss_cls: 0.9435, loss: 0.9435, grad_norm: 6.3592 2020-07-26 06:09:35,937 - mmaction - INFO - Epoch [42][1940/3757] lr: 1.000e-04, eta: 5:28:01, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9055, loss_cls: 1.0982, loss: 1.0982, grad_norm: 6.8043 2020-07-26 06:09:48,116 - mmaction - INFO - Epoch [42][1960/3757] lr: 1.000e-04, eta: 5:27:48, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9180, loss_cls: 0.9670, loss: 0.9670, grad_norm: 6.5554 2020-07-26 06:10:00,241 - mmaction - INFO - Epoch [42][1980/3757] lr: 1.000e-04, eta: 5:27:36, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9047, loss_cls: 0.9966, loss: 0.9966, grad_norm: 6.5014 2020-07-26 06:10:12,408 - mmaction - INFO - Epoch [42][2000/3757] lr: 1.000e-04, eta: 5:27:24, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9156, loss_cls: 0.9309, loss: 0.9309, grad_norm: 6.3760 2020-07-26 06:10:24,797 - mmaction - INFO - Epoch [42][2020/3757] lr: 1.000e-04, eta: 5:27:11, time: 0.618, data_time: 0.005, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8977, loss_cls: 1.0498, loss: 1.0498, grad_norm: 6.7388 2020-07-26 06:10:37,029 - mmaction - INFO - Epoch [42][2040/3757] lr: 1.000e-04, eta: 5:26:59, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9180, loss_cls: 0.9738, loss: 0.9738, grad_norm: 6.5787 2020-07-26 06:10:49,334 - mmaction - INFO - Epoch [42][2060/3757] lr: 1.000e-04, eta: 5:26:47, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.0740, loss: 1.0740, grad_norm: 6.7893 2020-07-26 06:11:01,516 - mmaction - INFO - Epoch [42][2080/3757] lr: 1.000e-04, eta: 5:26:34, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9281, loss_cls: 0.9213, loss: 0.9213, grad_norm: 6.3303 2020-07-26 06:11:13,716 - mmaction - INFO - Epoch [42][2100/3757] lr: 1.000e-04, eta: 5:26:22, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.5685 2020-07-26 06:11:25,875 - mmaction - INFO - Epoch [42][2120/3757] lr: 1.000e-04, eta: 5:26:09, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9117, loss_cls: 0.9938, loss: 0.9938, grad_norm: 6.6501 2020-07-26 06:11:38,321 - mmaction - INFO - Epoch [42][2140/3757] lr: 1.000e-04, eta: 5:25:57, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.0963, loss: 1.0963, grad_norm: 6.7644 2020-07-26 06:11:50,527 - mmaction - INFO - Epoch [42][2160/3757] lr: 1.000e-04, eta: 5:25:45, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7727, top5_acc: 0.9156, loss_cls: 0.9008, loss: 0.9008, grad_norm: 6.2004 2020-07-26 06:12:02,834 - mmaction - INFO - Epoch [42][2180/3757] lr: 1.000e-04, eta: 5:25:32, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 0.9990, loss: 0.9990, grad_norm: 6.7301 2020-07-26 06:12:14,982 - mmaction - INFO - Epoch [42][2200/3757] lr: 1.000e-04, eta: 5:25:20, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9203, loss_cls: 0.9619, loss: 0.9619, grad_norm: 6.7181 2020-07-26 06:12:27,126 - mmaction - INFO - Epoch [42][2220/3757] lr: 1.000e-04, eta: 5:25:07, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9055, loss_cls: 0.9885, loss: 0.9885, grad_norm: 6.6163 2020-07-26 06:12:39,447 - mmaction - INFO - Epoch [42][2240/3757] lr: 1.000e-04, eta: 5:24:55, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 1.0056, loss: 1.0056, grad_norm: 6.6112 2020-07-26 06:12:51,727 - mmaction - INFO - Epoch [42][2260/3757] lr: 1.000e-04, eta: 5:24:43, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 1.0290, loss: 1.0290, grad_norm: 6.7230 2020-07-26 06:13:03,874 - mmaction - INFO - Epoch [42][2280/3757] lr: 1.000e-04, eta: 5:24:30, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 0.9864, loss: 0.9864, grad_norm: 6.5868 2020-07-26 06:13:16,058 - mmaction - INFO - Epoch [42][2300/3757] lr: 1.000e-04, eta: 5:24:18, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9320, loss_cls: 0.9392, loss: 0.9392, grad_norm: 6.3967 2020-07-26 06:13:28,193 - mmaction - INFO - Epoch [42][2320/3757] lr: 1.000e-04, eta: 5:24:06, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 1.0101, loss: 1.0101, grad_norm: 6.6153 2020-07-26 06:13:40,467 - mmaction - INFO - Epoch [42][2340/3757] lr: 1.000e-04, eta: 5:23:53, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9164, loss_cls: 0.9148, loss: 0.9148, grad_norm: 6.2743 2020-07-26 06:13:52,635 - mmaction - INFO - Epoch [42][2360/3757] lr: 1.000e-04, eta: 5:23:41, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9109, loss_cls: 0.9466, loss: 0.9466, grad_norm: 6.3703 2020-07-26 06:14:04,824 - mmaction - INFO - Epoch [42][2380/3757] lr: 1.000e-04, eta: 5:23:28, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9203, loss_cls: 0.9681, loss: 0.9681, grad_norm: 6.4576 2020-07-26 06:14:17,006 - mmaction - INFO - Epoch [42][2400/3757] lr: 1.000e-04, eta: 5:23:16, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9109, loss_cls: 0.9497, loss: 0.9497, grad_norm: 6.4277 2020-07-26 06:14:29,419 - mmaction - INFO - Epoch [42][2420/3757] lr: 1.000e-04, eta: 5:23:04, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9250, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.5807 2020-07-26 06:14:41,553 - mmaction - INFO - Epoch [42][2440/3757] lr: 1.000e-04, eta: 5:22:51, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9125, loss_cls: 1.0096, loss: 1.0096, grad_norm: 6.5776 2020-07-26 06:14:53,755 - mmaction - INFO - Epoch [42][2460/3757] lr: 1.000e-04, eta: 5:22:39, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9141, loss_cls: 0.8861, loss: 0.8861, grad_norm: 6.2212 2020-07-26 06:15:05,896 - mmaction - INFO - Epoch [42][2480/3757] lr: 1.000e-04, eta: 5:22:27, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9148, loss_cls: 0.9230, loss: 0.9230, grad_norm: 6.3907 2020-07-26 06:15:18,075 - mmaction - INFO - Epoch [42][2500/3757] lr: 1.000e-04, eta: 5:22:14, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.6852 2020-07-26 06:15:30,187 - mmaction - INFO - Epoch [42][2520/3757] lr: 1.000e-04, eta: 5:22:02, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 1.0027, loss: 1.0027, grad_norm: 6.6003 2020-07-26 06:15:42,407 - mmaction - INFO - Epoch [42][2540/3757] lr: 1.000e-04, eta: 5:21:49, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.9008, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.9893 2020-07-26 06:15:54,534 - mmaction - INFO - Epoch [42][2560/3757] lr: 1.000e-04, eta: 5:21:37, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9086, loss_cls: 0.9746, loss: 0.9746, grad_norm: 6.3921 2020-07-26 06:16:06,782 - mmaction - INFO - Epoch [42][2580/3757] lr: 1.000e-04, eta: 5:21:25, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9180, loss_cls: 0.9556, loss: 0.9556, grad_norm: 6.3917 2020-07-26 06:16:19,000 - mmaction - INFO - Epoch [42][2600/3757] lr: 1.000e-04, eta: 5:21:12, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9148, loss_cls: 0.9087, loss: 0.9087, grad_norm: 6.2611 2020-07-26 06:16:31,334 - mmaction - INFO - Epoch [42][2620/3757] lr: 1.000e-04, eta: 5:21:00, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9156, loss_cls: 0.9126, loss: 0.9126, grad_norm: 6.3564 2020-07-26 06:16:43,420 - mmaction - INFO - Epoch [42][2640/3757] lr: 1.000e-04, eta: 5:20:48, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7734, top5_acc: 0.9156, loss_cls: 0.8838, loss: 0.8838, grad_norm: 6.1810 2020-07-26 06:16:55,629 - mmaction - INFO - Epoch [42][2660/3757] lr: 1.000e-04, eta: 5:20:35, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 0.9972, loss: 0.9972, grad_norm: 6.5307 2020-07-26 06:17:07,792 - mmaction - INFO - Epoch [42][2680/3757] lr: 1.000e-04, eta: 5:20:23, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9250, loss_cls: 0.9391, loss: 0.9391, grad_norm: 6.3982 2020-07-26 06:17:20,088 - mmaction - INFO - Epoch [42][2700/3757] lr: 1.000e-04, eta: 5:20:10, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9203, loss_cls: 0.8956, loss: 0.8956, grad_norm: 6.4498 2020-07-26 06:17:32,271 - mmaction - INFO - Epoch [42][2720/3757] lr: 1.000e-04, eta: 5:19:58, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0364, loss: 1.0364, grad_norm: 6.6001 2020-07-26 06:17:44,541 - mmaction - INFO - Epoch [42][2740/3757] lr: 1.000e-04, eta: 5:19:46, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9172, loss_cls: 0.9555, loss: 0.9555, grad_norm: 6.4483 2020-07-26 06:17:56,671 - mmaction - INFO - Epoch [42][2760/3757] lr: 1.000e-04, eta: 5:19:33, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9078, loss_cls: 1.0132, loss: 1.0132, grad_norm: 6.6385 2020-07-26 06:18:08,818 - mmaction - INFO - Epoch [42][2780/3757] lr: 1.000e-04, eta: 5:19:21, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.5457 2020-07-26 06:18:20,927 - mmaction - INFO - Epoch [42][2800/3757] lr: 1.000e-04, eta: 5:19:09, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9109, loss_cls: 0.9854, loss: 0.9854, grad_norm: 6.5681 2020-07-26 06:18:33,105 - mmaction - INFO - Epoch [42][2820/3757] lr: 1.000e-04, eta: 5:18:56, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9070, loss_cls: 1.0381, loss: 1.0381, grad_norm: 6.9114 2020-07-26 06:18:45,449 - mmaction - INFO - Epoch [42][2840/3757] lr: 1.000e-04, eta: 5:18:44, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8953, loss_cls: 1.0569, loss: 1.0569, grad_norm: 6.5913 2020-07-26 06:18:57,708 - mmaction - INFO - Epoch [42][2860/3757] lr: 1.000e-04, eta: 5:18:31, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9047, loss_cls: 1.0042, loss: 1.0042, grad_norm: 6.4869 2020-07-26 06:19:10,050 - mmaction - INFO - Epoch [42][2880/3757] lr: 1.000e-04, eta: 5:18:19, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.8891, loss_cls: 1.0454, loss: 1.0454, grad_norm: 6.6234 2020-07-26 06:19:22,056 - mmaction - INFO - Epoch [42][2900/3757] lr: 1.000e-04, eta: 5:18:07, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9203, loss_cls: 0.9965, loss: 0.9965, grad_norm: 6.9567 2020-07-26 06:19:34,306 - mmaction - INFO - Epoch [42][2920/3757] lr: 1.000e-04, eta: 5:17:54, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9273, loss_cls: 0.9305, loss: 0.9305, grad_norm: 6.6704 2020-07-26 06:19:46,467 - mmaction - INFO - Epoch [42][2940/3757] lr: 1.000e-04, eta: 5:17:42, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9047, loss_cls: 1.0756, loss: 1.0756, grad_norm: 6.7434 2020-07-26 06:19:58,683 - mmaction - INFO - Epoch [42][2960/3757] lr: 1.000e-04, eta: 5:17:30, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0259, loss: 1.0259, grad_norm: 6.5436 2020-07-26 06:20:11,008 - mmaction - INFO - Epoch [42][2980/3757] lr: 1.000e-04, eta: 5:17:17, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9086, loss_cls: 0.9262, loss: 0.9262, grad_norm: 6.3819 2020-07-26 06:20:23,168 - mmaction - INFO - Epoch [42][3000/3757] lr: 1.000e-04, eta: 5:17:05, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9148, loss_cls: 1.0072, loss: 1.0072, grad_norm: 6.6763 2020-07-26 06:20:35,316 - mmaction - INFO - Epoch [42][3020/3757] lr: 1.000e-04, eta: 5:16:52, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9203, loss_cls: 0.9226, loss: 0.9226, grad_norm: 6.4606 2020-07-26 06:20:47,549 - mmaction - INFO - Epoch [42][3040/3757] lr: 1.000e-04, eta: 5:16:40, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9000, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.6110 2020-07-26 06:20:59,775 - mmaction - INFO - Epoch [42][3060/3757] lr: 1.000e-04, eta: 5:16:28, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 0.9741, loss: 0.9741, grad_norm: 6.4855 2020-07-26 06:21:12,148 - mmaction - INFO - Epoch [42][3080/3757] lr: 1.000e-04, eta: 5:16:15, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9031, loss_cls: 1.0159, loss: 1.0159, grad_norm: 6.7111 2020-07-26 06:21:24,359 - mmaction - INFO - Epoch [42][3100/3757] lr: 1.000e-04, eta: 5:16:03, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.6008 2020-07-26 06:21:36,444 - mmaction - INFO - Epoch [42][3120/3757] lr: 1.000e-04, eta: 5:15:51, time: 0.605, data_time: 0.002, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9125, loss_cls: 0.9915, loss: 0.9915, grad_norm: 6.6167 2020-07-26 06:21:48,665 - mmaction - INFO - Epoch [42][3140/3757] lr: 1.000e-04, eta: 5:15:38, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9573, loss: 0.9573, grad_norm: 6.3486 2020-07-26 06:22:00,709 - mmaction - INFO - Epoch [42][3160/3757] lr: 1.000e-04, eta: 5:15:26, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7398, top5_acc: 0.8953, loss_cls: 1.0387, loss: 1.0387, grad_norm: 6.6318 2020-07-26 06:22:12,710 - mmaction - INFO - Epoch [42][3180/3757] lr: 1.000e-04, eta: 5:15:13, time: 0.601, data_time: 0.003, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 1.0005, loss: 1.0005, grad_norm: 6.5342 2020-07-26 06:22:25,079 - mmaction - INFO - Epoch [42][3200/3757] lr: 1.000e-04, eta: 5:15:01, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9141, loss_cls: 0.9954, loss: 0.9954, grad_norm: 6.5859 2020-07-26 06:22:37,115 - mmaction - INFO - Epoch [42][3220/3757] lr: 1.000e-04, eta: 5:14:49, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9039, loss_cls: 1.0337, loss: 1.0337, grad_norm: 6.5631 2020-07-26 06:22:50,227 - mmaction - INFO - Epoch [42][3240/3757] lr: 1.000e-04, eta: 5:14:36, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9195, loss_cls: 0.9524, loss: 0.9524, grad_norm: 6.5789 2020-07-26 06:23:02,331 - mmaction - INFO - Epoch [42][3260/3757] lr: 1.000e-04, eta: 5:14:24, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9172, loss_cls: 0.9546, loss: 0.9546, grad_norm: 6.3972 2020-07-26 06:23:14,575 - mmaction - INFO - Epoch [42][3280/3757] lr: 1.000e-04, eta: 5:14:12, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9780, loss: 0.9780, grad_norm: 6.3850 2020-07-26 06:23:26,836 - mmaction - INFO - Epoch [42][3300/3757] lr: 1.000e-04, eta: 5:13:59, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0145, loss: 1.0145, grad_norm: 6.7278 2020-07-26 06:23:39,226 - mmaction - INFO - Epoch [42][3320/3757] lr: 1.000e-04, eta: 5:13:47, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9031, loss_cls: 1.0332, loss: 1.0332, grad_norm: 6.7455 2020-07-26 06:23:51,435 - mmaction - INFO - Epoch [42][3340/3757] lr: 1.000e-04, eta: 5:13:35, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 0.9723, loss: 0.9723, grad_norm: 6.3948 2020-07-26 06:24:03,573 - mmaction - INFO - Epoch [42][3360/3757] lr: 1.000e-04, eta: 5:13:22, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9219, loss_cls: 0.9497, loss: 0.9497, grad_norm: 6.5496 2020-07-26 06:24:15,601 - mmaction - INFO - Epoch [42][3380/3757] lr: 1.000e-04, eta: 5:13:10, time: 0.602, data_time: 0.002, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9242, loss_cls: 0.9385, loss: 0.9385, grad_norm: 6.4179 2020-07-26 06:24:27,885 - mmaction - INFO - Epoch [42][3400/3757] lr: 1.000e-04, eta: 5:12:57, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8992, loss_cls: 1.0216, loss: 1.0216, grad_norm: 6.6475 2020-07-26 06:24:39,986 - mmaction - INFO - Epoch [42][3420/3757] lr: 1.000e-04, eta: 5:12:45, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9016, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.6670 2020-07-26 06:24:52,188 - mmaction - INFO - Epoch [42][3440/3757] lr: 1.000e-04, eta: 5:12:33, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9086, loss_cls: 0.9782, loss: 0.9782, grad_norm: 6.4777 2020-07-26 06:25:04,372 - mmaction - INFO - Epoch [42][3460/3757] lr: 1.000e-04, eta: 5:12:20, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9023, loss_cls: 0.9827, loss: 0.9827, grad_norm: 6.4032 2020-07-26 06:25:16,550 - mmaction - INFO - Epoch [42][3480/3757] lr: 1.000e-04, eta: 5:12:08, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9266, loss_cls: 0.9091, loss: 0.9091, grad_norm: 6.6541 2020-07-26 06:25:28,819 - mmaction - INFO - Epoch [42][3500/3757] lr: 1.000e-04, eta: 5:11:55, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9313, loss_cls: 0.8414, loss: 0.8414, grad_norm: 6.1501 2020-07-26 06:25:40,978 - mmaction - INFO - Epoch [42][3520/3757] lr: 1.000e-04, eta: 5:11:43, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9117, loss_cls: 0.9501, loss: 0.9501, grad_norm: 6.5255 2020-07-26 06:25:53,144 - mmaction - INFO - Epoch [42][3540/3757] lr: 1.000e-04, eta: 5:11:31, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.0279, loss: 1.0279, grad_norm: 6.5882 2020-07-26 06:26:05,421 - mmaction - INFO - Epoch [42][3560/3757] lr: 1.000e-04, eta: 5:11:18, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7445, top5_acc: 0.8945, loss_cls: 1.0610, loss: 1.0610, grad_norm: 6.6312 2020-07-26 06:26:17,733 - mmaction - INFO - Epoch [42][3580/3757] lr: 1.000e-04, eta: 5:11:06, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 1.0129, loss: 1.0129, grad_norm: 6.6048 2020-07-26 06:26:29,905 - mmaction - INFO - Epoch [42][3600/3757] lr: 1.000e-04, eta: 5:10:54, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9117, loss_cls: 1.0123, loss: 1.0123, grad_norm: 6.7891 2020-07-26 06:26:42,196 - mmaction - INFO - Epoch [42][3620/3757] lr: 1.000e-04, eta: 5:10:41, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0138, loss: 1.0138, grad_norm: 6.5795 2020-07-26 06:26:54,397 - mmaction - INFO - Epoch [42][3640/3757] lr: 1.000e-04, eta: 5:10:29, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9117, loss_cls: 0.9760, loss: 0.9760, grad_norm: 6.3725 2020-07-26 06:27:06,732 - mmaction - INFO - Epoch [42][3660/3757] lr: 1.000e-04, eta: 5:10:16, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0128, loss: 1.0128, grad_norm: 6.5349 2020-07-26 06:27:18,874 - mmaction - INFO - Epoch [42][3680/3757] lr: 1.000e-04, eta: 5:10:04, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9039, loss_cls: 1.0156, loss: 1.0156, grad_norm: 6.6492 2020-07-26 06:27:31,098 - mmaction - INFO - Epoch [42][3700/3757] lr: 1.000e-04, eta: 5:09:52, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9094, loss_cls: 0.9597, loss: 0.9597, grad_norm: 6.3734 2020-07-26 06:27:43,229 - mmaction - INFO - Epoch [42][3720/3757] lr: 1.000e-04, eta: 5:09:39, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9094, loss_cls: 0.9794, loss: 0.9794, grad_norm: 6.5060 2020-07-26 06:27:55,403 - mmaction - INFO - Epoch [42][3740/3757] lr: 1.000e-04, eta: 5:09:27, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9234, loss_cls: 0.9127, loss: 0.9127, grad_norm: 6.2330 2020-07-26 06:28:05,794 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-07-26 06:28:33,975 - mmaction - INFO - Epoch [43][20/3757] lr: 1.000e-04, eta: 5:09:05, time: 1.381, data_time: 0.717, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9211, loss_cls: 0.9007, loss: 0.9007, grad_norm: 6.2137 2020-07-26 06:28:45,763 - mmaction - INFO - Epoch [43][40/3757] lr: 1.000e-04, eta: 5:08:53, time: 0.589, data_time: 0.002, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9109, loss_cls: 0.9994, loss: 0.9994, grad_norm: 6.5655 2020-07-26 06:28:57,851 - mmaction - INFO - Epoch [43][60/3757] lr: 1.000e-04, eta: 5:08:40, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9363, loss: 0.9363, grad_norm: 6.4327 2020-07-26 06:29:10,022 - mmaction - INFO - Epoch [43][80/3757] lr: 1.000e-04, eta: 5:08:28, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9047, loss_cls: 1.0244, loss: 1.0244, grad_norm: 6.7735 2020-07-26 06:29:22,263 - mmaction - INFO - Epoch [43][100/3757] lr: 1.000e-04, eta: 5:08:15, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9125, loss_cls: 1.0016, loss: 1.0016, grad_norm: 6.5239 2020-07-26 06:29:34,430 - mmaction - INFO - Epoch [43][120/3757] lr: 1.000e-04, eta: 5:08:03, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9141, loss_cls: 0.9207, loss: 0.9207, grad_norm: 6.3270 2020-07-26 06:29:46,750 - mmaction - INFO - Epoch [43][140/3757] lr: 1.000e-04, eta: 5:07:51, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.8953, loss_cls: 1.0227, loss: 1.0227, grad_norm: 6.5100 2020-07-26 06:29:58,837 - mmaction - INFO - Epoch [43][160/3757] lr: 1.000e-04, eta: 5:07:38, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9141, loss_cls: 0.9676, loss: 0.9676, grad_norm: 6.3408 2020-07-26 06:30:11,168 - mmaction - INFO - Epoch [43][180/3757] lr: 1.000e-04, eta: 5:07:26, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9148, loss_cls: 0.9396, loss: 0.9396, grad_norm: 6.4467 2020-07-26 06:30:23,221 - mmaction - INFO - Epoch [43][200/3757] lr: 1.000e-04, eta: 5:07:14, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9148, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.5644 2020-07-26 06:30:35,492 - mmaction - INFO - Epoch [43][220/3757] lr: 1.000e-04, eta: 5:07:01, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9109, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.3270 2020-07-26 06:30:47,609 - mmaction - INFO - Epoch [43][240/3757] lr: 1.000e-04, eta: 5:06:49, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9148, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.4763 2020-07-26 06:30:59,839 - mmaction - INFO - Epoch [43][260/3757] lr: 1.000e-04, eta: 5:06:36, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9148, loss_cls: 0.9244, loss: 0.9244, grad_norm: 6.1407 2020-07-26 06:31:12,126 - mmaction - INFO - Epoch [43][280/3757] lr: 1.000e-04, eta: 5:06:24, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9227, loss_cls: 0.9573, loss: 0.9573, grad_norm: 6.5294 2020-07-26 06:31:24,305 - mmaction - INFO - Epoch [43][300/3757] lr: 1.000e-04, eta: 5:06:12, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9818, loss: 0.9818, grad_norm: 6.4871 2020-07-26 06:31:36,677 - mmaction - INFO - Epoch [43][320/3757] lr: 1.000e-04, eta: 5:05:59, time: 0.619, data_time: 0.005, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9055, loss_cls: 1.0145, loss: 1.0145, grad_norm: 6.6536 2020-07-26 06:31:48,876 - mmaction - INFO - Epoch [43][340/3757] lr: 1.000e-04, eta: 5:05:47, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 1.0161, loss: 1.0161, grad_norm: 6.5819 2020-07-26 06:32:01,008 - mmaction - INFO - Epoch [43][360/3757] lr: 1.000e-04, eta: 5:05:35, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9237, loss: 0.9237, grad_norm: 6.3735 2020-07-26 06:32:13,230 - mmaction - INFO - Epoch [43][380/3757] lr: 1.000e-04, eta: 5:05:22, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9008, loss_cls: 1.0571, loss: 1.0571, grad_norm: 6.6262 2020-07-26 06:32:25,447 - mmaction - INFO - Epoch [43][400/3757] lr: 1.000e-04, eta: 5:05:10, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9180, loss_cls: 0.9515, loss: 0.9515, grad_norm: 6.4148 2020-07-26 06:32:37,749 - mmaction - INFO - Epoch [43][420/3757] lr: 1.000e-04, eta: 5:04:57, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9117, loss_cls: 0.9356, loss: 0.9356, grad_norm: 6.3067 2020-07-26 06:32:50,097 - mmaction - INFO - Epoch [43][440/3757] lr: 1.000e-04, eta: 5:04:45, time: 0.621, data_time: 0.009, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9619, loss: 0.9619, grad_norm: 6.4616 2020-07-26 06:33:02,411 - mmaction - INFO - Epoch [43][460/3757] lr: 1.000e-04, eta: 5:04:33, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.8922, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.6896 2020-07-26 06:33:14,435 - mmaction - INFO - Epoch [43][480/3757] lr: 1.000e-04, eta: 5:04:20, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9125, loss_cls: 0.9298, loss: 0.9298, grad_norm: 6.4566 2020-07-26 06:33:26,640 - mmaction - INFO - Epoch [43][500/3757] lr: 1.000e-04, eta: 5:04:08, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 0.9602, loss: 0.9602, grad_norm: 6.3730 2020-07-26 06:33:38,749 - mmaction - INFO - Epoch [43][520/3757] lr: 1.000e-04, eta: 5:03:56, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0067, loss: 1.0067, grad_norm: 6.7775 2020-07-26 06:33:51,058 - mmaction - INFO - Epoch [43][540/3757] lr: 1.000e-04, eta: 5:03:43, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9156, loss_cls: 1.0350, loss: 1.0350, grad_norm: 6.7367 2020-07-26 06:34:03,311 - mmaction - INFO - Epoch [43][560/3757] lr: 1.000e-04, eta: 5:03:31, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9273, loss_cls: 0.9157, loss: 0.9157, grad_norm: 6.5565 2020-07-26 06:34:15,619 - mmaction - INFO - Epoch [43][580/3757] lr: 1.000e-04, eta: 5:03:18, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9148, loss_cls: 0.9673, loss: 0.9673, grad_norm: 6.4714 2020-07-26 06:34:27,639 - mmaction - INFO - Epoch [43][600/3757] lr: 1.000e-04, eta: 5:03:06, time: 0.602, data_time: 0.005, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9227, loss_cls: 0.9407, loss: 0.9407, grad_norm: 6.5672 2020-07-26 06:34:39,888 - mmaction - INFO - Epoch [43][620/3757] lr: 1.000e-04, eta: 5:02:54, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9490, loss: 0.9490, grad_norm: 6.4988 2020-07-26 06:34:52,198 - mmaction - INFO - Epoch [43][640/3757] lr: 1.000e-04, eta: 5:02:41, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9148, loss_cls: 1.0442, loss: 1.0442, grad_norm: 6.8935 2020-07-26 06:35:04,471 - mmaction - INFO - Epoch [43][660/3757] lr: 1.000e-04, eta: 5:02:29, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9203, loss_cls: 0.9337, loss: 0.9337, grad_norm: 6.3119 2020-07-26 06:35:16,706 - mmaction - INFO - Epoch [43][680/3757] lr: 1.000e-04, eta: 5:02:17, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9266, loss_cls: 0.9021, loss: 0.9021, grad_norm: 6.6713 2020-07-26 06:35:28,859 - mmaction - INFO - Epoch [43][700/3757] lr: 1.000e-04, eta: 5:02:04, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9187, loss_cls: 0.9470, loss: 0.9470, grad_norm: 6.3250 2020-07-26 06:35:40,987 - mmaction - INFO - Epoch [43][720/3757] lr: 1.000e-04, eta: 5:01:52, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.9834 2020-07-26 06:35:53,219 - mmaction - INFO - Epoch [43][740/3757] lr: 1.000e-04, eta: 5:01:39, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9117, loss_cls: 0.9686, loss: 0.9686, grad_norm: 6.4113 2020-07-26 06:36:05,416 - mmaction - INFO - Epoch [43][760/3757] lr: 1.000e-04, eta: 5:01:27, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9125, loss_cls: 0.9797, loss: 0.9797, grad_norm: 6.7085 2020-07-26 06:36:17,702 - mmaction - INFO - Epoch [43][780/3757] lr: 1.000e-04, eta: 5:01:15, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9016, loss_cls: 1.0317, loss: 1.0317, grad_norm: 6.5605 2020-07-26 06:36:29,680 - mmaction - INFO - Epoch [43][800/3757] lr: 1.000e-04, eta: 5:01:02, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9986, loss: 0.9986, grad_norm: 6.5859 2020-07-26 06:36:42,084 - mmaction - INFO - Epoch [43][820/3757] lr: 1.000e-04, eta: 5:00:50, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.0692, loss: 1.0692, grad_norm: 6.7408 2020-07-26 06:36:54,244 - mmaction - INFO - Epoch [43][840/3757] lr: 1.000e-04, eta: 5:00:38, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9289, loss_cls: 0.9144, loss: 0.9144, grad_norm: 6.4284 2020-07-26 06:37:06,670 - mmaction - INFO - Epoch [43][860/3757] lr: 1.000e-04, eta: 5:00:25, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9180, loss_cls: 0.9803, loss: 0.9803, grad_norm: 6.4421 2020-07-26 06:37:18,901 - mmaction - INFO - Epoch [43][880/3757] lr: 1.000e-04, eta: 5:00:13, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9039, loss_cls: 0.9848, loss: 0.9848, grad_norm: 6.4086 2020-07-26 06:37:31,050 - mmaction - INFO - Epoch [43][900/3757] lr: 1.000e-04, eta: 5:00:01, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 0.9929, loss: 0.9929, grad_norm: 6.6352 2020-07-26 06:37:43,186 - mmaction - INFO - Epoch [43][920/3757] lr: 1.000e-04, eta: 4:59:48, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0230, loss: 1.0230, grad_norm: 6.8483 2020-07-26 06:37:55,441 - mmaction - INFO - Epoch [43][940/3757] lr: 1.000e-04, eta: 4:59:36, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9016, loss_cls: 1.0365, loss: 1.0365, grad_norm: 6.6174 2020-07-26 06:38:07,726 - mmaction - INFO - Epoch [43][960/3757] lr: 1.000e-04, eta: 4:59:23, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8984, loss_cls: 1.0636, loss: 1.0636, grad_norm: 6.5467 2020-07-26 06:38:20,030 - mmaction - INFO - Epoch [43][980/3757] lr: 1.000e-04, eta: 4:59:11, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9250, loss_cls: 0.9603, loss: 0.9603, grad_norm: 6.5930 2020-07-26 06:38:32,080 - mmaction - INFO - Epoch [43][1000/3757] lr: 1.000e-04, eta: 4:58:59, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9164, loss_cls: 0.9354, loss: 0.9354, grad_norm: 6.3552 2020-07-26 06:38:44,210 - mmaction - INFO - Epoch [43][1020/3757] lr: 1.000e-04, eta: 4:58:46, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 1.0138, loss: 1.0138, grad_norm: 6.5339 2020-07-26 06:38:56,484 - mmaction - INFO - Epoch [43][1040/3757] lr: 1.000e-04, eta: 4:58:34, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8810, loss: 0.8810, grad_norm: 6.5608 2020-07-26 06:39:08,567 - mmaction - INFO - Epoch [43][1060/3757] lr: 1.000e-04, eta: 4:58:22, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9281, loss_cls: 0.8929, loss: 0.8929, grad_norm: 6.3276 2020-07-26 06:39:20,863 - mmaction - INFO - Epoch [43][1080/3757] lr: 1.000e-04, eta: 4:58:09, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 0.9922, loss: 0.9922, grad_norm: 6.5520 2020-07-26 06:39:32,927 - mmaction - INFO - Epoch [43][1100/3757] lr: 1.000e-04, eta: 4:57:57, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9623, loss: 0.9623, grad_norm: 6.5429 2020-07-26 06:39:45,353 - mmaction - INFO - Epoch [43][1120/3757] lr: 1.000e-04, eta: 4:57:44, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9109, loss_cls: 0.9744, loss: 0.9744, grad_norm: 6.5172 2020-07-26 06:39:57,439 - mmaction - INFO - Epoch [43][1140/3757] lr: 1.000e-04, eta: 4:57:32, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 1.0091, loss: 1.0091, grad_norm: 6.8502 2020-07-26 06:40:09,848 - mmaction - INFO - Epoch [43][1160/3757] lr: 1.000e-04, eta: 4:57:20, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9164, loss_cls: 1.0420, loss: 1.0420, grad_norm: 6.7974 2020-07-26 06:40:21,995 - mmaction - INFO - Epoch [43][1180/3757] lr: 1.000e-04, eta: 4:57:07, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.0709, loss: 1.0709, grad_norm: 6.6451 2020-07-26 06:40:34,128 - mmaction - INFO - Epoch [43][1200/3757] lr: 1.000e-04, eta: 4:56:55, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9047, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.4715 2020-07-26 06:40:46,263 - mmaction - INFO - Epoch [43][1220/3757] lr: 1.000e-04, eta: 4:56:43, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9148, loss_cls: 0.9688, loss: 0.9688, grad_norm: 6.5061 2020-07-26 06:40:58,571 - mmaction - INFO - Epoch [43][1240/3757] lr: 1.000e-04, eta: 4:56:30, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0395, loss: 1.0395, grad_norm: 6.5662 2020-07-26 06:41:10,642 - mmaction - INFO - Epoch [43][1260/3757] lr: 1.000e-04, eta: 4:56:18, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1076, loss: 1.1076, grad_norm: 7.0293 2020-07-26 06:41:22,921 - mmaction - INFO - Epoch [43][1280/3757] lr: 1.000e-04, eta: 4:56:05, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9039, loss_cls: 1.0013, loss: 1.0013, grad_norm: 6.4459 2020-07-26 06:41:35,167 - mmaction - INFO - Epoch [43][1300/3757] lr: 1.000e-04, eta: 4:55:53, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 1.0050, loss: 1.0050, grad_norm: 6.7819 2020-07-26 06:41:48,018 - mmaction - INFO - Epoch [43][1320/3757] lr: 1.000e-04, eta: 4:55:41, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9667, loss: 0.9667, grad_norm: 6.6127 2020-07-26 06:42:00,018 - mmaction - INFO - Epoch [43][1340/3757] lr: 1.000e-04, eta: 4:55:28, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0496, loss: 1.0496, grad_norm: 6.8688 2020-07-26 06:42:12,051 - mmaction - INFO - Epoch [43][1360/3757] lr: 1.000e-04, eta: 4:55:16, time: 0.602, data_time: 0.002, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9195, loss_cls: 1.0161, loss: 1.0161, grad_norm: 6.7553 2020-07-26 06:42:24,300 - mmaction - INFO - Epoch [43][1380/3757] lr: 1.000e-04, eta: 4:55:04, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0174, loss: 1.0174, grad_norm: 6.7088 2020-07-26 06:42:36,496 - mmaction - INFO - Epoch [43][1400/3757] lr: 1.000e-04, eta: 4:54:51, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9023, loss_cls: 1.0194, loss: 1.0194, grad_norm: 6.5551 2020-07-26 06:42:48,802 - mmaction - INFO - Epoch [43][1420/3757] lr: 1.000e-04, eta: 4:54:39, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.8992, loss_cls: 0.9861, loss: 0.9861, grad_norm: 6.4608 2020-07-26 06:43:01,000 - mmaction - INFO - Epoch [43][1440/3757] lr: 1.000e-04, eta: 4:54:27, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9804, loss: 0.9804, grad_norm: 6.6081 2020-07-26 06:43:13,225 - mmaction - INFO - Epoch [43][1460/3757] lr: 1.000e-04, eta: 4:54:14, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9078, loss_cls: 1.0752, loss: 1.0752, grad_norm: 6.9667 2020-07-26 06:43:25,276 - mmaction - INFO - Epoch [43][1480/3757] lr: 1.000e-04, eta: 4:54:02, time: 0.607, data_time: 0.009, memory: 7079, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0320, loss: 1.0320, grad_norm: 6.9571 2020-07-26 06:43:37,508 - mmaction - INFO - Epoch [43][1500/3757] lr: 1.000e-04, eta: 4:53:49, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 1.0101, loss: 1.0101, grad_norm: 6.5220 2020-07-26 06:43:49,622 - mmaction - INFO - Epoch [43][1520/3757] lr: 1.000e-04, eta: 4:53:37, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 1.0059, loss: 1.0059, grad_norm: 6.6559 2020-07-26 06:44:01,823 - mmaction - INFO - Epoch [43][1540/3757] lr: 1.000e-04, eta: 4:53:25, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9227, loss_cls: 0.9113, loss: 0.9113, grad_norm: 6.3142 2020-07-26 06:44:14,473 - mmaction - INFO - Epoch [43][1560/3757] lr: 1.000e-04, eta: 4:53:12, time: 0.633, data_time: 0.004, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9187, loss_cls: 0.9892, loss: 0.9892, grad_norm: 6.6433 2020-07-26 06:44:26,748 - mmaction - INFO - Epoch [43][1580/3757] lr: 1.000e-04, eta: 4:53:00, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9266, loss_cls: 0.9191, loss: 0.9191, grad_norm: 6.1823 2020-07-26 06:44:38,824 - mmaction - INFO - Epoch [43][1600/3757] lr: 1.000e-04, eta: 4:52:48, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9250, loss_cls: 0.9118, loss: 0.9118, grad_norm: 6.5336 2020-07-26 06:44:51,084 - mmaction - INFO - Epoch [43][1620/3757] lr: 1.000e-04, eta: 4:52:35, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 1.0140, loss: 1.0140, grad_norm: 6.6310 2020-07-26 06:45:03,123 - mmaction - INFO - Epoch [43][1640/3757] lr: 1.000e-04, eta: 4:52:23, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 0.9862, loss: 0.9862, grad_norm: 6.8442 2020-07-26 06:45:15,056 - mmaction - INFO - Epoch [43][1660/3757] lr: 1.000e-04, eta: 4:52:10, time: 0.596, data_time: 0.002, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 1.0154, loss: 1.0154, grad_norm: 6.6318 2020-07-26 06:45:27,750 - mmaction - INFO - Epoch [43][1680/3757] lr: 1.000e-04, eta: 4:51:58, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9219, loss_cls: 0.9281, loss: 0.9281, grad_norm: 6.2742 2020-07-26 06:45:39,951 - mmaction - INFO - Epoch [43][1700/3757] lr: 1.000e-04, eta: 4:51:46, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0709, loss: 1.0709, grad_norm: 6.7908 2020-07-26 06:45:52,300 - mmaction - INFO - Epoch [43][1720/3757] lr: 1.000e-04, eta: 4:51:33, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9219, loss_cls: 0.9163, loss: 0.9163, grad_norm: 6.3099 2020-07-26 06:46:04,494 - mmaction - INFO - Epoch [43][1740/3757] lr: 1.000e-04, eta: 4:51:21, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9078, loss_cls: 1.0240, loss: 1.0240, grad_norm: 6.7617 2020-07-26 06:46:16,748 - mmaction - INFO - Epoch [43][1760/3757] lr: 1.000e-04, eta: 4:51:09, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.4246 2020-07-26 06:46:28,974 - mmaction - INFO - Epoch [43][1780/3757] lr: 1.000e-04, eta: 4:50:56, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9055, loss_cls: 1.0913, loss: 1.0913, grad_norm: 6.8675 2020-07-26 06:46:41,399 - mmaction - INFO - Epoch [43][1800/3757] lr: 1.000e-04, eta: 4:50:44, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0008, loss: 1.0008, grad_norm: 6.7012 2020-07-26 06:46:53,373 - mmaction - INFO - Epoch [43][1820/3757] lr: 1.000e-04, eta: 4:50:32, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9195, loss_cls: 0.9812, loss: 0.9812, grad_norm: 6.4973 2020-07-26 06:47:05,510 - mmaction - INFO - Epoch [43][1840/3757] lr: 1.000e-04, eta: 4:50:19, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9133, loss_cls: 1.0422, loss: 1.0422, grad_norm: 6.6974 2020-07-26 06:47:17,715 - mmaction - INFO - Epoch [43][1860/3757] lr: 1.000e-04, eta: 4:50:07, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9102, loss_cls: 0.9626, loss: 0.9626, grad_norm: 6.6011 2020-07-26 06:47:30,028 - mmaction - INFO - Epoch [43][1880/3757] lr: 1.000e-04, eta: 4:49:54, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9055, loss_cls: 1.0018, loss: 1.0018, grad_norm: 6.4522 2020-07-26 06:47:42,057 - mmaction - INFO - Epoch [43][1900/3757] lr: 1.000e-04, eta: 4:49:42, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0862, loss: 1.0862, grad_norm: 6.8533 2020-07-26 06:47:54,219 - mmaction - INFO - Epoch [43][1920/3757] lr: 1.000e-04, eta: 4:49:30, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9187, loss_cls: 0.9728, loss: 0.9728, grad_norm: 6.6163 2020-07-26 06:48:06,307 - mmaction - INFO - Epoch [43][1940/3757] lr: 1.000e-04, eta: 4:49:17, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9023, loss_cls: 1.0649, loss: 1.0649, grad_norm: 6.9272 2020-07-26 06:48:18,491 - mmaction - INFO - Epoch [43][1960/3757] lr: 1.000e-04, eta: 4:49:05, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9651, loss: 0.9651, grad_norm: 6.4285 2020-07-26 06:48:30,573 - mmaction - INFO - Epoch [43][1980/3757] lr: 1.000e-04, eta: 4:48:52, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0301, loss: 1.0301, grad_norm: 6.8080 2020-07-26 06:48:42,921 - mmaction - INFO - Epoch [43][2000/3757] lr: 1.000e-04, eta: 4:48:40, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 0.9992, loss: 0.9992, grad_norm: 6.4339 2020-07-26 06:48:54,940 - mmaction - INFO - Epoch [43][2020/3757] lr: 1.000e-04, eta: 4:48:28, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9016, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.4942 2020-07-26 06:49:07,226 - mmaction - INFO - Epoch [43][2040/3757] lr: 1.000e-04, eta: 4:48:15, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.0399, loss: 1.0399, grad_norm: 6.7662 2020-07-26 06:49:19,333 - mmaction - INFO - Epoch [43][2060/3757] lr: 1.000e-04, eta: 4:48:03, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7773, top5_acc: 0.9219, loss_cls: 0.9205, loss: 0.9205, grad_norm: 6.4231 2020-07-26 06:49:31,517 - mmaction - INFO - Epoch [43][2080/3757] lr: 1.000e-04, eta: 4:47:51, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0299, loss: 1.0299, grad_norm: 6.6112 2020-07-26 06:49:43,600 - mmaction - INFO - Epoch [43][2100/3757] lr: 1.000e-04, eta: 4:47:38, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9117, loss_cls: 0.9656, loss: 0.9656, grad_norm: 6.4549 2020-07-26 06:49:55,840 - mmaction - INFO - Epoch [43][2120/3757] lr: 1.000e-04, eta: 4:47:26, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 0.9886, loss: 0.9886, grad_norm: 6.6361 2020-07-26 06:50:08,054 - mmaction - INFO - Epoch [43][2140/3757] lr: 1.000e-04, eta: 4:47:13, time: 0.615, data_time: 0.010, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.7988 2020-07-26 06:50:20,306 - mmaction - INFO - Epoch [43][2160/3757] lr: 1.000e-04, eta: 4:47:01, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9633, loss: 0.9633, grad_norm: 6.4609 2020-07-26 06:50:32,472 - mmaction - INFO - Epoch [43][2180/3757] lr: 1.000e-04, eta: 4:46:49, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9133, loss_cls: 1.0006, loss: 1.0006, grad_norm: 6.4236 2020-07-26 06:50:44,701 - mmaction - INFO - Epoch [43][2200/3757] lr: 1.000e-04, eta: 4:46:36, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8984, loss_cls: 1.0501, loss: 1.0501, grad_norm: 6.5897 2020-07-26 06:50:56,998 - mmaction - INFO - Epoch [43][2220/3757] lr: 1.000e-04, eta: 4:46:24, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.9220, loss: 0.9220, grad_norm: 6.4881 2020-07-26 06:51:09,093 - mmaction - INFO - Epoch [43][2240/3757] lr: 1.000e-04, eta: 4:46:12, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9180, loss_cls: 0.9425, loss: 0.9425, grad_norm: 6.4843 2020-07-26 06:51:21,464 - mmaction - INFO - Epoch [43][2260/3757] lr: 1.000e-04, eta: 4:45:59, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9219, loss_cls: 0.9344, loss: 0.9344, grad_norm: 6.3822 2020-07-26 06:51:33,561 - mmaction - INFO - Epoch [43][2280/3757] lr: 1.000e-04, eta: 4:45:47, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.0238, loss: 1.0238, grad_norm: 6.5543 2020-07-26 06:51:45,958 - mmaction - INFO - Epoch [43][2300/3757] lr: 1.000e-04, eta: 4:45:34, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.6448 2020-07-26 06:51:58,071 - mmaction - INFO - Epoch [43][2320/3757] lr: 1.000e-04, eta: 4:45:22, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9070, loss_cls: 1.0134, loss: 1.0134, grad_norm: 6.7530 2020-07-26 06:52:10,417 - mmaction - INFO - Epoch [43][2340/3757] lr: 1.000e-04, eta: 4:45:10, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.9119, loss: 0.9119, grad_norm: 6.2626 2020-07-26 06:52:22,657 - mmaction - INFO - Epoch [43][2360/3757] lr: 1.000e-04, eta: 4:44:57, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 0.9822, loss: 0.9822, grad_norm: 6.7118 2020-07-26 06:52:34,735 - mmaction - INFO - Epoch [43][2380/3757] lr: 1.000e-04, eta: 4:44:45, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0285, loss: 1.0285, grad_norm: 6.6406 2020-07-26 06:52:46,894 - mmaction - INFO - Epoch [43][2400/3757] lr: 1.000e-04, eta: 4:44:33, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9133, loss_cls: 0.9129, loss: 0.9129, grad_norm: 6.3900 2020-07-26 06:52:59,158 - mmaction - INFO - Epoch [43][2420/3757] lr: 1.000e-04, eta: 4:44:20, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9432, loss: 0.9432, grad_norm: 6.3855 2020-07-26 06:53:11,310 - mmaction - INFO - Epoch [43][2440/3757] lr: 1.000e-04, eta: 4:44:08, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9016, loss_cls: 1.0217, loss: 1.0217, grad_norm: 6.5943 2020-07-26 06:53:23,552 - mmaction - INFO - Epoch [43][2460/3757] lr: 1.000e-04, eta: 4:43:56, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9156, loss_cls: 0.9434, loss: 0.9434, grad_norm: 6.3486 2020-07-26 06:53:35,580 - mmaction - INFO - Epoch [43][2480/3757] lr: 1.000e-04, eta: 4:43:43, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7781, top5_acc: 0.9227, loss_cls: 0.9047, loss: 0.9047, grad_norm: 6.2351 2020-07-26 06:53:47,880 - mmaction - INFO - Epoch [43][2500/3757] lr: 1.000e-04, eta: 4:43:31, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9055, loss_cls: 1.0549, loss: 1.0549, grad_norm: 6.5554 2020-07-26 06:54:00,125 - mmaction - INFO - Epoch [43][2520/3757] lr: 1.000e-04, eta: 4:43:18, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9164, loss_cls: 0.9576, loss: 0.9576, grad_norm: 6.4823 2020-07-26 06:54:12,388 - mmaction - INFO - Epoch [43][2540/3757] lr: 1.000e-04, eta: 4:43:06, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.5985 2020-07-26 06:54:24,697 - mmaction - INFO - Epoch [43][2560/3757] lr: 1.000e-04, eta: 4:42:54, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0015, loss: 1.0015, grad_norm: 6.6627 2020-07-26 06:54:36,987 - mmaction - INFO - Epoch [43][2580/3757] lr: 1.000e-04, eta: 4:42:41, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 0.9841, loss: 0.9841, grad_norm: 6.6452 2020-07-26 06:54:49,165 - mmaction - INFO - Epoch [43][2600/3757] lr: 1.000e-04, eta: 4:42:29, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7773, top5_acc: 0.9273, loss_cls: 0.8707, loss: 0.8707, grad_norm: 6.2437 2020-07-26 06:55:01,572 - mmaction - INFO - Epoch [43][2620/3757] lr: 1.000e-04, eta: 4:42:17, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9781, loss: 0.9781, grad_norm: 6.5907 2020-07-26 06:55:13,831 - mmaction - INFO - Epoch [43][2640/3757] lr: 1.000e-04, eta: 4:42:04, time: 0.617, data_time: 0.009, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9535, loss: 0.9535, grad_norm: 6.5169 2020-07-26 06:55:26,146 - mmaction - INFO - Epoch [43][2660/3757] lr: 1.000e-04, eta: 4:41:52, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9219, loss_cls: 0.9380, loss: 0.9380, grad_norm: 6.5010 2020-07-26 06:55:38,455 - mmaction - INFO - Epoch [43][2680/3757] lr: 1.000e-04, eta: 4:41:40, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9031, loss_cls: 1.0039, loss: 1.0039, grad_norm: 6.5322 2020-07-26 06:55:50,700 - mmaction - INFO - Epoch [43][2700/3757] lr: 1.000e-04, eta: 4:41:27, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9180, loss_cls: 0.9474, loss: 0.9474, grad_norm: 6.3794 2020-07-26 06:56:02,869 - mmaction - INFO - Epoch [43][2720/3757] lr: 1.000e-04, eta: 4:41:15, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.8977, loss_cls: 1.0360, loss: 1.0360, grad_norm: 6.8245 2020-07-26 06:56:15,020 - mmaction - INFO - Epoch [43][2740/3757] lr: 1.000e-04, eta: 4:41:02, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9195, loss_cls: 0.9588, loss: 0.9588, grad_norm: 6.4663 2020-07-26 06:56:27,132 - mmaction - INFO - Epoch [43][2760/3757] lr: 1.000e-04, eta: 4:40:50, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9242, loss_cls: 0.9262, loss: 0.9262, grad_norm: 6.5105 2020-07-26 06:56:39,419 - mmaction - INFO - Epoch [43][2780/3757] lr: 1.000e-04, eta: 4:40:38, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 0.9850, loss: 0.9850, grad_norm: 6.4722 2020-07-26 06:56:51,601 - mmaction - INFO - Epoch [43][2800/3757] lr: 1.000e-04, eta: 4:40:25, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7750, top5_acc: 0.9219, loss_cls: 0.8906, loss: 0.8906, grad_norm: 6.1112 2020-07-26 06:57:03,867 - mmaction - INFO - Epoch [43][2820/3757] lr: 1.000e-04, eta: 4:40:13, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9195, loss_cls: 0.9442, loss: 0.9442, grad_norm: 6.6862 2020-07-26 06:57:15,986 - mmaction - INFO - Epoch [43][2840/3757] lr: 1.000e-04, eta: 4:40:01, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9008, loss_cls: 1.0488, loss: 1.0488, grad_norm: 6.5234 2020-07-26 06:57:28,184 - mmaction - INFO - Epoch [43][2860/3757] lr: 1.000e-04, eta: 4:39:48, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9281, loss_cls: 0.9528, loss: 0.9528, grad_norm: 6.5546 2020-07-26 06:57:40,329 - mmaction - INFO - Epoch [43][2880/3757] lr: 1.000e-04, eta: 4:39:36, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 1.0068, loss: 1.0068, grad_norm: 6.8266 2020-07-26 06:57:52,589 - mmaction - INFO - Epoch [43][2900/3757] lr: 1.000e-04, eta: 4:39:23, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 1.0086, loss: 1.0086, grad_norm: 6.7221 2020-07-26 06:58:04,831 - mmaction - INFO - Epoch [43][2920/3757] lr: 1.000e-04, eta: 4:39:11, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 0.9660, loss: 0.9660, grad_norm: 6.4988 2020-07-26 06:58:16,715 - mmaction - INFO - Epoch [43][2940/3757] lr: 1.000e-04, eta: 4:38:59, time: 0.594, data_time: 0.002, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9203, loss_cls: 0.9320, loss: 0.9320, grad_norm: 6.5593 2020-07-26 06:58:29,030 - mmaction - INFO - Epoch [43][2960/3757] lr: 1.000e-04, eta: 4:38:46, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9281, loss_cls: 0.9063, loss: 0.9063, grad_norm: 6.5956 2020-07-26 06:58:41,137 - mmaction - INFO - Epoch [43][2980/3757] lr: 1.000e-04, eta: 4:38:34, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9094, loss_cls: 0.9440, loss: 0.9440, grad_norm: 6.4896 2020-07-26 06:58:53,416 - mmaction - INFO - Epoch [43][3000/3757] lr: 1.000e-04, eta: 4:38:22, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9234, loss_cls: 0.9207, loss: 0.9207, grad_norm: 6.3593 2020-07-26 06:59:05,500 - mmaction - INFO - Epoch [43][3020/3757] lr: 1.000e-04, eta: 4:38:09, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0594, loss: 1.0594, grad_norm: 6.7199 2020-07-26 06:59:17,665 - mmaction - INFO - Epoch [43][3040/3757] lr: 1.000e-04, eta: 4:37:57, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9023, loss_cls: 1.0493, loss: 1.0493, grad_norm: 6.7259 2020-07-26 06:59:29,855 - mmaction - INFO - Epoch [43][3060/3757] lr: 1.000e-04, eta: 4:37:44, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9234, loss_cls: 0.9356, loss: 0.9356, grad_norm: 6.4631 2020-07-26 06:59:42,195 - mmaction - INFO - Epoch [43][3080/3757] lr: 1.000e-04, eta: 4:37:32, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.8977, loss_cls: 1.0214, loss: 1.0214, grad_norm: 6.5903 2020-07-26 06:59:54,212 - mmaction - INFO - Epoch [43][3100/3757] lr: 1.000e-04, eta: 4:37:20, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9187, loss_cls: 0.9319, loss: 0.9319, grad_norm: 6.3987 2020-07-26 07:00:08,649 - mmaction - INFO - Epoch [43][3120/3757] lr: 1.000e-04, eta: 4:37:08, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9156, loss_cls: 0.9446, loss: 0.9446, grad_norm: 6.3897 2020-07-26 07:00:21,000 - mmaction - INFO - Epoch [43][3140/3757] lr: 1.000e-04, eta: 4:36:55, time: 0.623, data_time: 0.017, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9211, loss_cls: 0.9369, loss: 0.9369, grad_norm: 6.4967 2020-07-26 07:00:33,395 - mmaction - INFO - Epoch [43][3160/3757] lr: 1.000e-04, eta: 4:36:43, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9360, loss: 0.9360, grad_norm: 6.5119 2020-07-26 07:00:45,474 - mmaction - INFO - Epoch [43][3180/3757] lr: 1.000e-04, eta: 4:36:31, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7570, top5_acc: 0.8992, loss_cls: 1.0011, loss: 1.0011, grad_norm: 6.6785 2020-07-26 07:00:57,684 - mmaction - INFO - Epoch [43][3200/3757] lr: 1.000e-04, eta: 4:36:18, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0036, loss: 1.0036, grad_norm: 6.8243 2020-07-26 07:01:09,828 - mmaction - INFO - Epoch [43][3220/3757] lr: 1.000e-04, eta: 4:36:06, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9100, loss: 0.9100, grad_norm: 6.3819 2020-07-26 07:01:22,075 - mmaction - INFO - Epoch [43][3240/3757] lr: 1.000e-04, eta: 4:35:54, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9211, loss_cls: 0.9751, loss: 0.9751, grad_norm: 6.6206 2020-07-26 07:01:34,207 - mmaction - INFO - Epoch [43][3260/3757] lr: 1.000e-04, eta: 4:35:41, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9195, loss_cls: 0.9285, loss: 0.9285, grad_norm: 6.5386 2020-07-26 07:01:46,894 - mmaction - INFO - Epoch [43][3280/3757] lr: 1.000e-04, eta: 4:35:29, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9102, loss_cls: 0.9694, loss: 0.9694, grad_norm: 6.4521 2020-07-26 07:01:58,963 - mmaction - INFO - Epoch [43][3300/3757] lr: 1.000e-04, eta: 4:35:16, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9047, loss_cls: 0.9883, loss: 0.9883, grad_norm: 6.6982 2020-07-26 07:02:11,223 - mmaction - INFO - Epoch [43][3320/3757] lr: 1.000e-04, eta: 4:35:04, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7773, top5_acc: 0.9180, loss_cls: 0.8934, loss: 0.8934, grad_norm: 6.1850 2020-07-26 07:02:23,547 - mmaction - INFO - Epoch [43][3340/3757] lr: 1.000e-04, eta: 4:34:52, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7438, top5_acc: 0.8961, loss_cls: 1.0526, loss: 1.0526, grad_norm: 6.7547 2020-07-26 07:02:35,901 - mmaction - INFO - Epoch [43][3360/3757] lr: 1.000e-04, eta: 4:34:39, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9047, loss_cls: 1.0242, loss: 1.0242, grad_norm: 6.6226 2020-07-26 07:02:48,032 - mmaction - INFO - Epoch [43][3380/3757] lr: 1.000e-04, eta: 4:34:27, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9008, loss_cls: 1.0672, loss: 1.0672, grad_norm: 7.0260 2020-07-26 07:03:00,193 - mmaction - INFO - Epoch [43][3400/3757] lr: 1.000e-04, eta: 4:34:15, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9031, loss_cls: 1.0229, loss: 1.0229, grad_norm: 6.9041 2020-07-26 07:03:12,525 - mmaction - INFO - Epoch [43][3420/3757] lr: 1.000e-04, eta: 4:34:02, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9180, loss_cls: 1.0048, loss: 1.0048, grad_norm: 6.7351 2020-07-26 07:03:24,728 - mmaction - INFO - Epoch [43][3440/3757] lr: 1.000e-04, eta: 4:33:50, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9172, loss_cls: 0.9130, loss: 0.9130, grad_norm: 6.3870 2020-07-26 07:03:36,867 - mmaction - INFO - Epoch [43][3460/3757] lr: 1.000e-04, eta: 4:33:38, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 0.9824, loss: 0.9824, grad_norm: 6.6775 2020-07-26 07:03:49,132 - mmaction - INFO - Epoch [43][3480/3757] lr: 1.000e-04, eta: 4:33:25, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9109, loss_cls: 0.9426, loss: 0.9426, grad_norm: 6.3319 2020-07-26 07:04:01,156 - mmaction - INFO - Epoch [43][3500/3757] lr: 1.000e-04, eta: 4:33:13, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9141, loss_cls: 0.9549, loss: 0.9549, grad_norm: 6.5007 2020-07-26 07:04:13,509 - mmaction - INFO - Epoch [43][3520/3757] lr: 1.000e-04, eta: 4:33:00, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9086, loss_cls: 0.9880, loss: 0.9880, grad_norm: 6.5990 2020-07-26 07:04:25,651 - mmaction - INFO - Epoch [43][3540/3757] lr: 1.000e-04, eta: 4:32:48, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9086, loss_cls: 0.9985, loss: 0.9985, grad_norm: 6.5889 2020-07-26 07:04:37,987 - mmaction - INFO - Epoch [43][3560/3757] lr: 1.000e-04, eta: 4:32:36, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9125, loss_cls: 1.0602, loss: 1.0602, grad_norm: 6.8162 2020-07-26 07:04:50,210 - mmaction - INFO - Epoch [43][3580/3757] lr: 1.000e-04, eta: 4:32:23, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.0956, loss: 1.0956, grad_norm: 6.9903 2020-07-26 07:05:02,391 - mmaction - INFO - Epoch [43][3600/3757] lr: 1.000e-04, eta: 4:32:11, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9378, loss: 0.9378, grad_norm: 6.4346 2020-07-26 07:05:14,551 - mmaction - INFO - Epoch [43][3620/3757] lr: 1.000e-04, eta: 4:31:59, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.4517 2020-07-26 07:05:26,665 - mmaction - INFO - Epoch [43][3640/3757] lr: 1.000e-04, eta: 4:31:46, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9757, loss: 0.9757, grad_norm: 6.4803 2020-07-26 07:05:38,734 - mmaction - INFO - Epoch [43][3660/3757] lr: 1.000e-04, eta: 4:31:34, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9109, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.6993 2020-07-26 07:05:50,862 - mmaction - INFO - Epoch [43][3680/3757] lr: 1.000e-04, eta: 4:31:21, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9172, loss_cls: 0.9621, loss: 0.9621, grad_norm: 6.8204 2020-07-26 07:06:02,915 - mmaction - INFO - Epoch [43][3700/3757] lr: 1.000e-04, eta: 4:31:09, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 1.0040, loss: 1.0040, grad_norm: 6.8858 2020-07-26 07:06:15,139 - mmaction - INFO - Epoch [43][3720/3757] lr: 1.000e-04, eta: 4:30:57, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9156, loss: 0.9156, grad_norm: 6.4677 2020-07-26 07:06:27,302 - mmaction - INFO - Epoch [43][3740/3757] lr: 1.000e-04, eta: 4:30:44, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 1.0390, loss: 1.0390, grad_norm: 6.8714 2020-07-26 07:06:37,780 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-07-26 07:07:03,591 - mmaction - INFO - Epoch [44][20/3757] lr: 1.000e-04, eta: 4:30:22, time: 1.260, data_time: 0.633, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9250, loss_cls: 0.9362, loss: 0.9362, grad_norm: 6.3345 2020-07-26 07:07:15,577 - mmaction - INFO - Epoch [44][40/3757] lr: 1.000e-04, eta: 4:30:09, time: 0.599, data_time: 0.003, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9062, loss_cls: 1.0229, loss: 1.0229, grad_norm: 6.6160 2020-07-26 07:07:27,929 - mmaction - INFO - Epoch [44][60/3757] lr: 1.000e-04, eta: 4:29:57, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9724, loss: 0.9724, grad_norm: 6.7572 2020-07-26 07:07:40,109 - mmaction - INFO - Epoch [44][80/3757] lr: 1.000e-04, eta: 4:29:45, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 0.9991, loss: 0.9991, grad_norm: 6.6158 2020-07-26 07:07:52,262 - mmaction - INFO - Epoch [44][100/3757] lr: 1.000e-04, eta: 4:29:32, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9234, loss_cls: 0.9105, loss: 0.9105, grad_norm: 6.3164 2020-07-26 07:08:04,381 - mmaction - INFO - Epoch [44][120/3757] lr: 1.000e-04, eta: 4:29:20, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9180, loss_cls: 0.9616, loss: 0.9616, grad_norm: 6.6473 2020-07-26 07:08:16,458 - mmaction - INFO - Epoch [44][140/3757] lr: 1.000e-04, eta: 4:29:08, time: 0.603, data_time: 0.002, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9756, loss: 0.9756, grad_norm: 6.5076 2020-07-26 07:08:28,720 - mmaction - INFO - Epoch [44][160/3757] lr: 1.000e-04, eta: 4:28:55, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9133, loss_cls: 0.9366, loss: 0.9366, grad_norm: 6.5052 2020-07-26 07:08:40,755 - mmaction - INFO - Epoch [44][180/3757] lr: 1.000e-04, eta: 4:28:43, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 0.9923, loss: 0.9923, grad_norm: 6.7406 2020-07-26 07:08:53,009 - mmaction - INFO - Epoch [44][200/3757] lr: 1.000e-04, eta: 4:28:30, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 0.9983, loss: 0.9983, grad_norm: 6.5545 2020-07-26 07:09:05,277 - mmaction - INFO - Epoch [44][220/3757] lr: 1.000e-04, eta: 4:28:18, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9102, loss_cls: 0.9988, loss: 0.9988, grad_norm: 6.7050 2020-07-26 07:09:17,599 - mmaction - INFO - Epoch [44][240/3757] lr: 1.000e-04, eta: 4:28:06, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9070, loss_cls: 0.9833, loss: 0.9833, grad_norm: 6.2770 2020-07-26 07:09:29,805 - mmaction - INFO - Epoch [44][260/3757] lr: 1.000e-04, eta: 4:27:53, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9047, loss_cls: 1.0222, loss: 1.0222, grad_norm: 6.9082 2020-07-26 07:09:42,054 - mmaction - INFO - Epoch [44][280/3757] lr: 1.000e-04, eta: 4:27:41, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9491, loss: 0.9491, grad_norm: 6.4468 2020-07-26 07:09:54,323 - mmaction - INFO - Epoch [44][300/3757] lr: 1.000e-04, eta: 4:27:29, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9070, loss_cls: 0.9856, loss: 0.9856, grad_norm: 6.4521 2020-07-26 07:10:06,691 - mmaction - INFO - Epoch [44][320/3757] lr: 1.000e-04, eta: 4:27:16, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9070, loss_cls: 0.9964, loss: 0.9964, grad_norm: 6.5291 2020-07-26 07:10:18,729 - mmaction - INFO - Epoch [44][340/3757] lr: 1.000e-04, eta: 4:27:04, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9047, loss_cls: 1.0582, loss: 1.0582, grad_norm: 6.9148 2020-07-26 07:10:31,068 - mmaction - INFO - Epoch [44][360/3757] lr: 1.000e-04, eta: 4:26:52, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9234, loss_cls: 0.9639, loss: 0.9639, grad_norm: 6.7131 2020-07-26 07:10:43,249 - mmaction - INFO - Epoch [44][380/3757] lr: 1.000e-04, eta: 4:26:39, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 0.9736, loss: 0.9736, grad_norm: 6.5147 2020-07-26 07:10:55,547 - mmaction - INFO - Epoch [44][400/3757] lr: 1.000e-04, eta: 4:26:27, time: 0.614, data_time: 0.002, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 1.0247, loss: 1.0247, grad_norm: 6.8860 2020-07-26 07:11:07,807 - mmaction - INFO - Epoch [44][420/3757] lr: 1.000e-04, eta: 4:26:14, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9180, loss_cls: 0.9342, loss: 0.9342, grad_norm: 6.2153 2020-07-26 07:11:20,020 - mmaction - INFO - Epoch [44][440/3757] lr: 1.000e-04, eta: 4:26:02, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9203, loss_cls: 0.9231, loss: 0.9231, grad_norm: 6.3489 2020-07-26 07:11:32,457 - mmaction - INFO - Epoch [44][460/3757] lr: 1.000e-04, eta: 4:25:50, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 0.9527, loss: 0.9527, grad_norm: 6.5728 2020-07-26 07:11:44,522 - mmaction - INFO - Epoch [44][480/3757] lr: 1.000e-04, eta: 4:25:37, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9211, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.8293 2020-07-26 07:11:56,758 - mmaction - INFO - Epoch [44][500/3757] lr: 1.000e-04, eta: 4:25:25, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 1.0042, loss: 1.0042, grad_norm: 6.5532 2020-07-26 07:12:08,978 - mmaction - INFO - Epoch [44][520/3757] lr: 1.000e-04, eta: 4:25:13, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9070, loss_cls: 0.9690, loss: 0.9690, grad_norm: 6.3728 2020-07-26 07:12:21,196 - mmaction - INFO - Epoch [44][540/3757] lr: 1.000e-04, eta: 4:25:00, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9180, loss_cls: 0.9325, loss: 0.9325, grad_norm: 6.5937 2020-07-26 07:12:33,197 - mmaction - INFO - Epoch [44][560/3757] lr: 1.000e-04, eta: 4:24:48, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9219, loss_cls: 0.9581, loss: 0.9581, grad_norm: 6.6523 2020-07-26 07:12:45,559 - mmaction - INFO - Epoch [44][580/3757] lr: 1.000e-04, eta: 4:24:36, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9008, loss_cls: 0.9912, loss: 0.9912, grad_norm: 6.4870 2020-07-26 07:12:57,659 - mmaction - INFO - Epoch [44][600/3757] lr: 1.000e-04, eta: 4:24:23, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9266, loss_cls: 0.8820, loss: 0.8820, grad_norm: 6.3434 2020-07-26 07:13:09,853 - mmaction - INFO - Epoch [44][620/3757] lr: 1.000e-04, eta: 4:24:11, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9258, loss_cls: 0.9296, loss: 0.9296, grad_norm: 6.6124 2020-07-26 07:13:22,176 - mmaction - INFO - Epoch [44][640/3757] lr: 1.000e-04, eta: 4:23:58, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 1.0261, loss: 1.0261, grad_norm: 6.7982 2020-07-26 07:13:34,357 - mmaction - INFO - Epoch [44][660/3757] lr: 1.000e-04, eta: 4:23:46, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9109, loss_cls: 0.9639, loss: 0.9639, grad_norm: 6.4674 2020-07-26 07:13:46,448 - mmaction - INFO - Epoch [44][680/3757] lr: 1.000e-04, eta: 4:23:34, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9070, loss_cls: 1.0247, loss: 1.0247, grad_norm: 6.6664 2020-07-26 07:13:58,660 - mmaction - INFO - Epoch [44][700/3757] lr: 1.000e-04, eta: 4:23:21, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9109, loss_cls: 0.9891, loss: 0.9891, grad_norm: 6.6481 2020-07-26 07:14:10,663 - mmaction - INFO - Epoch [44][720/3757] lr: 1.000e-04, eta: 4:23:09, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9398, loss: 0.9398, grad_norm: 6.3079 2020-07-26 07:14:22,877 - mmaction - INFO - Epoch [44][740/3757] lr: 1.000e-04, eta: 4:22:57, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 1.0031, loss: 1.0031, grad_norm: 6.7286 2020-07-26 07:14:34,976 - mmaction - INFO - Epoch [44][760/3757] lr: 1.000e-04, eta: 4:22:44, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9483, loss: 0.9483, grad_norm: 6.5232 2020-07-26 07:14:47,178 - mmaction - INFO - Epoch [44][780/3757] lr: 1.000e-04, eta: 4:22:32, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9180, loss_cls: 0.9528, loss: 0.9528, grad_norm: 6.5234 2020-07-26 07:14:59,360 - mmaction - INFO - Epoch [44][800/3757] lr: 1.000e-04, eta: 4:22:19, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9109, loss_cls: 1.0100, loss: 1.0100, grad_norm: 6.6874 2020-07-26 07:15:11,646 - mmaction - INFO - Epoch [44][820/3757] lr: 1.000e-04, eta: 4:22:07, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9109, loss_cls: 0.9603, loss: 0.9603, grad_norm: 6.5376 2020-07-26 07:15:23,860 - mmaction - INFO - Epoch [44][840/3757] lr: 1.000e-04, eta: 4:21:55, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 1.0064, loss: 1.0064, grad_norm: 6.5970 2020-07-26 07:15:36,148 - mmaction - INFO - Epoch [44][860/3757] lr: 1.000e-04, eta: 4:21:42, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9187, loss_cls: 0.9510, loss: 0.9510, grad_norm: 6.5895 2020-07-26 07:15:48,270 - mmaction - INFO - Epoch [44][880/3757] lr: 1.000e-04, eta: 4:21:30, time: 0.608, data_time: 0.009, memory: 7079, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.9098, loss: 0.9098, grad_norm: 6.2679 2020-07-26 07:16:00,571 - mmaction - INFO - Epoch [44][900/3757] lr: 1.000e-04, eta: 4:21:18, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9070, loss_cls: 0.9751, loss: 0.9751, grad_norm: 6.5270 2020-07-26 07:16:12,594 - mmaction - INFO - Epoch [44][920/3757] lr: 1.000e-04, eta: 4:21:05, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9164, loss_cls: 0.9509, loss: 0.9509, grad_norm: 6.4904 2020-07-26 07:16:24,759 - mmaction - INFO - Epoch [44][940/3757] lr: 1.000e-04, eta: 4:20:53, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9297, loss_cls: 0.9208, loss: 0.9208, grad_norm: 6.6978 2020-07-26 07:16:36,953 - mmaction - INFO - Epoch [44][960/3757] lr: 1.000e-04, eta: 4:20:40, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.5146 2020-07-26 07:16:49,226 - mmaction - INFO - Epoch [44][980/3757] lr: 1.000e-04, eta: 4:20:28, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 0.9905, loss: 0.9905, grad_norm: 6.7452 2020-07-26 07:17:01,450 - mmaction - INFO - Epoch [44][1000/3757] lr: 1.000e-04, eta: 4:20:16, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9489, loss: 0.9489, grad_norm: 6.6166 2020-07-26 07:17:13,678 - mmaction - INFO - Epoch [44][1020/3757] lr: 1.000e-04, eta: 4:20:03, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9141, loss_cls: 0.9169, loss: 0.9169, grad_norm: 6.3277 2020-07-26 07:17:25,937 - mmaction - INFO - Epoch [44][1040/3757] lr: 1.000e-04, eta: 4:19:51, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9133, loss_cls: 0.9680, loss: 0.9680, grad_norm: 6.6745 2020-07-26 07:17:38,078 - mmaction - INFO - Epoch [44][1060/3757] lr: 1.000e-04, eta: 4:19:39, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9008, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.6537 2020-07-26 07:17:50,369 - mmaction - INFO - Epoch [44][1080/3757] lr: 1.000e-04, eta: 4:19:26, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7695, top5_acc: 0.9141, loss_cls: 0.9502, loss: 0.9502, grad_norm: 6.5107 2020-07-26 07:18:02,443 - mmaction - INFO - Epoch [44][1100/3757] lr: 1.000e-04, eta: 4:19:14, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9712, loss: 0.9712, grad_norm: 6.6260 2020-07-26 07:18:14,673 - mmaction - INFO - Epoch [44][1120/3757] lr: 1.000e-04, eta: 4:19:02, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9258, loss: 0.9258, grad_norm: 6.7063 2020-07-26 07:18:26,684 - mmaction - INFO - Epoch [44][1140/3757] lr: 1.000e-04, eta: 4:18:49, time: 0.600, data_time: 0.004, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9023, loss_cls: 1.0119, loss: 1.0119, grad_norm: 6.6612 2020-07-26 07:18:38,994 - mmaction - INFO - Epoch [44][1160/3757] lr: 1.000e-04, eta: 4:18:37, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9219, loss_cls: 0.9553, loss: 0.9553, grad_norm: 6.5277 2020-07-26 07:18:51,079 - mmaction - INFO - Epoch [44][1180/3757] lr: 1.000e-04, eta: 4:18:24, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0217, loss: 1.0217, grad_norm: 6.6458 2020-07-26 07:19:03,283 - mmaction - INFO - Epoch [44][1200/3757] lr: 1.000e-04, eta: 4:18:12, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7758, top5_acc: 0.9102, loss_cls: 0.9326, loss: 0.9326, grad_norm: 6.3645 2020-07-26 07:19:15,354 - mmaction - INFO - Epoch [44][1220/3757] lr: 1.000e-04, eta: 4:18:00, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0777, loss: 1.0777, grad_norm: 7.0469 2020-07-26 07:19:27,660 - mmaction - INFO - Epoch [44][1240/3757] lr: 1.000e-04, eta: 4:17:47, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9000, loss_cls: 1.0039, loss: 1.0039, grad_norm: 6.6517 2020-07-26 07:19:40,001 - mmaction - INFO - Epoch [44][1260/3757] lr: 1.000e-04, eta: 4:17:35, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9219, loss_cls: 0.9798, loss: 0.9798, grad_norm: 6.7574 2020-07-26 07:19:52,270 - mmaction - INFO - Epoch [44][1280/3757] lr: 1.000e-04, eta: 4:17:23, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9250, loss_cls: 0.9339, loss: 0.9339, grad_norm: 6.6915 2020-07-26 07:20:04,411 - mmaction - INFO - Epoch [44][1300/3757] lr: 1.000e-04, eta: 4:17:10, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9242, loss_cls: 0.9032, loss: 0.9032, grad_norm: 6.4710 2020-07-26 07:20:16,614 - mmaction - INFO - Epoch [44][1320/3757] lr: 1.000e-04, eta: 4:16:58, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9172, loss_cls: 0.9748, loss: 0.9748, grad_norm: 6.6905 2020-07-26 07:20:28,790 - mmaction - INFO - Epoch [44][1340/3757] lr: 1.000e-04, eta: 4:16:46, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9141, loss_cls: 0.9556, loss: 0.9556, grad_norm: 6.4243 2020-07-26 07:20:40,916 - mmaction - INFO - Epoch [44][1360/3757] lr: 1.000e-04, eta: 4:16:33, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9187, loss_cls: 0.9688, loss: 0.9688, grad_norm: 6.6248 2020-07-26 07:20:53,162 - mmaction - INFO - Epoch [44][1380/3757] lr: 1.000e-04, eta: 4:16:21, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 0.9910, loss: 0.9910, grad_norm: 6.6823 2020-07-26 07:21:05,448 - mmaction - INFO - Epoch [44][1400/3757] lr: 1.000e-04, eta: 4:16:08, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9688, loss: 0.9688, grad_norm: 6.7311 2020-07-26 07:21:17,562 - mmaction - INFO - Epoch [44][1420/3757] lr: 1.000e-04, eta: 4:15:56, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9180, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.6912 2020-07-26 07:21:29,627 - mmaction - INFO - Epoch [44][1440/3757] lr: 1.000e-04, eta: 4:15:44, time: 0.601, data_time: 0.005, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9187, loss_cls: 0.8983, loss: 0.8983, grad_norm: 6.4515 2020-07-26 07:21:41,852 - mmaction - INFO - Epoch [44][1460/3757] lr: 1.000e-04, eta: 4:15:31, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9031, loss_cls: 0.9954, loss: 0.9954, grad_norm: 6.5124 2020-07-26 07:21:54,074 - mmaction - INFO - Epoch [44][1480/3757] lr: 1.000e-04, eta: 4:15:19, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9250, loss_cls: 0.9580, loss: 0.9580, grad_norm: 6.5600 2020-07-26 07:22:06,261 - mmaction - INFO - Epoch [44][1500/3757] lr: 1.000e-04, eta: 4:15:07, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 0.9792, loss: 0.9792, grad_norm: 6.6325 2020-07-26 07:22:18,413 - mmaction - INFO - Epoch [44][1520/3757] lr: 1.000e-04, eta: 4:14:54, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9187, loss_cls: 0.9495, loss: 0.9495, grad_norm: 6.4386 2020-07-26 07:22:30,504 - mmaction - INFO - Epoch [44][1540/3757] lr: 1.000e-04, eta: 4:14:42, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9195, loss_cls: 0.9781, loss: 0.9781, grad_norm: 6.6269 2020-07-26 07:22:42,709 - mmaction - INFO - Epoch [44][1560/3757] lr: 1.000e-04, eta: 4:14:29, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9266, loss_cls: 0.9074, loss: 0.9074, grad_norm: 6.5493 2020-07-26 07:22:54,917 - mmaction - INFO - Epoch [44][1580/3757] lr: 1.000e-04, eta: 4:14:17, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9374, loss: 0.9374, grad_norm: 6.6664 2020-07-26 07:23:07,212 - mmaction - INFO - Epoch [44][1600/3757] lr: 1.000e-04, eta: 4:14:05, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 0.9814, loss: 0.9814, grad_norm: 6.6247 2020-07-26 07:23:19,292 - mmaction - INFO - Epoch [44][1620/3757] lr: 1.000e-04, eta: 4:13:52, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9039, loss_cls: 1.0529, loss: 1.0529, grad_norm: 6.8501 2020-07-26 07:23:31,445 - mmaction - INFO - Epoch [44][1640/3757] lr: 1.000e-04, eta: 4:13:40, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 1.0013, loss: 1.0013, grad_norm: 6.6003 2020-07-26 07:23:43,495 - mmaction - INFO - Epoch [44][1660/3757] lr: 1.000e-04, eta: 4:13:28, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 1.0083, loss: 1.0083, grad_norm: 6.7592 2020-07-26 07:23:55,918 - mmaction - INFO - Epoch [44][1680/3757] lr: 1.000e-04, eta: 4:13:15, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9534, loss: 0.9534, grad_norm: 6.3926 2020-07-26 07:24:07,960 - mmaction - INFO - Epoch [44][1700/3757] lr: 1.000e-04, eta: 4:13:03, time: 0.608, data_time: 0.009, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0002, loss: 1.0002, grad_norm: 6.4740 2020-07-26 07:24:20,266 - mmaction - INFO - Epoch [44][1720/3757] lr: 1.000e-04, eta: 4:12:50, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9141, loss_cls: 0.9592, loss: 0.9592, grad_norm: 6.5874 2020-07-26 07:24:32,363 - mmaction - INFO - Epoch [44][1740/3757] lr: 1.000e-04, eta: 4:12:38, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0473, loss: 1.0473, grad_norm: 6.4043 2020-07-26 07:24:44,642 - mmaction - INFO - Epoch [44][1760/3757] lr: 1.000e-04, eta: 4:12:26, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9109, loss_cls: 0.9652, loss: 0.9652, grad_norm: 6.5102 2020-07-26 07:24:56,873 - mmaction - INFO - Epoch [44][1780/3757] lr: 1.000e-04, eta: 4:12:13, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 1.0170, loss: 1.0170, grad_norm: 6.6807 2020-07-26 07:25:09,042 - mmaction - INFO - Epoch [44][1800/3757] lr: 1.000e-04, eta: 4:12:01, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9031, loss_cls: 1.0330, loss: 1.0330, grad_norm: 6.7559 2020-07-26 07:25:21,199 - mmaction - INFO - Epoch [44][1820/3757] lr: 1.000e-04, eta: 4:11:49, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9746, loss: 0.9746, grad_norm: 6.6801 2020-07-26 07:25:33,379 - mmaction - INFO - Epoch [44][1840/3757] lr: 1.000e-04, eta: 4:11:36, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9031, loss_cls: 1.0295, loss: 1.0295, grad_norm: 6.6008 2020-07-26 07:25:45,565 - mmaction - INFO - Epoch [44][1860/3757] lr: 1.000e-04, eta: 4:11:24, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9070, loss_cls: 1.0396, loss: 1.0396, grad_norm: 6.8148 2020-07-26 07:25:57,700 - mmaction - INFO - Epoch [44][1880/3757] lr: 1.000e-04, eta: 4:11:12, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9242, loss_cls: 0.9686, loss: 0.9686, grad_norm: 6.7740 2020-07-26 07:26:09,987 - mmaction - INFO - Epoch [44][1900/3757] lr: 1.000e-04, eta: 4:10:59, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.8961, loss_cls: 1.0226, loss: 1.0226, grad_norm: 6.7018 2020-07-26 07:26:22,076 - mmaction - INFO - Epoch [44][1920/3757] lr: 1.000e-04, eta: 4:10:47, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.5034 2020-07-26 07:26:34,282 - mmaction - INFO - Epoch [44][1940/3757] lr: 1.000e-04, eta: 4:10:34, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0694, loss: 1.0694, grad_norm: 6.7675 2020-07-26 07:26:46,501 - mmaction - INFO - Epoch [44][1960/3757] lr: 1.000e-04, eta: 4:10:22, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9078, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.6196 2020-07-26 07:26:58,675 - mmaction - INFO - Epoch [44][1980/3757] lr: 1.000e-04, eta: 4:10:10, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9109, loss_cls: 0.9963, loss: 0.9963, grad_norm: 6.6975 2020-07-26 07:27:10,859 - mmaction - INFO - Epoch [44][2000/3757] lr: 1.000e-04, eta: 4:09:57, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9799, loss: 0.9799, grad_norm: 6.6362 2020-07-26 07:27:22,963 - mmaction - INFO - Epoch [44][2020/3757] lr: 1.000e-04, eta: 4:09:45, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0338, loss: 1.0338, grad_norm: 6.6854 2020-07-26 07:27:35,012 - mmaction - INFO - Epoch [44][2040/3757] lr: 1.000e-04, eta: 4:09:33, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9078, loss_cls: 0.9625, loss: 0.9625, grad_norm: 6.3595 2020-07-26 07:27:47,338 - mmaction - INFO - Epoch [44][2060/3757] lr: 1.000e-04, eta: 4:09:20, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8930, loss_cls: 1.0609, loss: 1.0609, grad_norm: 6.8244 2020-07-26 07:27:59,520 - mmaction - INFO - Epoch [44][2080/3757] lr: 1.000e-04, eta: 4:09:08, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 0.9877, loss: 0.9877, grad_norm: 6.5902 2020-07-26 07:28:11,895 - mmaction - INFO - Epoch [44][2100/3757] lr: 1.000e-04, eta: 4:08:55, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9148, loss_cls: 0.9460, loss: 0.9460, grad_norm: 6.4200 2020-07-26 07:28:23,982 - mmaction - INFO - Epoch [44][2120/3757] lr: 1.000e-04, eta: 4:08:43, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9164, loss_cls: 0.9244, loss: 0.9244, grad_norm: 6.3394 2020-07-26 07:28:36,052 - mmaction - INFO - Epoch [44][2140/3757] lr: 1.000e-04, eta: 4:08:31, time: 0.601, data_time: 0.005, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9094, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.7460 2020-07-26 07:28:48,095 - mmaction - INFO - Epoch [44][2160/3757] lr: 1.000e-04, eta: 4:08:18, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9172, loss_cls: 0.9441, loss: 0.9441, grad_norm: 6.5743 2020-07-26 07:29:00,427 - mmaction - INFO - Epoch [44][2180/3757] lr: 1.000e-04, eta: 4:08:06, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9172, loss_cls: 0.9729, loss: 0.9729, grad_norm: 6.5187 2020-07-26 07:29:12,645 - mmaction - INFO - Epoch [44][2200/3757] lr: 1.000e-04, eta: 4:07:54, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9039, loss_cls: 1.0444, loss: 1.0444, grad_norm: 6.7457 2020-07-26 07:29:24,878 - mmaction - INFO - Epoch [44][2220/3757] lr: 1.000e-04, eta: 4:07:41, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9758, loss: 0.9758, grad_norm: 6.5786 2020-07-26 07:29:36,998 - mmaction - INFO - Epoch [44][2240/3757] lr: 1.000e-04, eta: 4:07:29, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9141, loss_cls: 0.9916, loss: 0.9916, grad_norm: 6.7132 2020-07-26 07:29:49,212 - mmaction - INFO - Epoch [44][2260/3757] lr: 1.000e-04, eta: 4:07:17, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 0.9576, loss: 0.9576, grad_norm: 6.4631 2020-07-26 07:30:01,412 - mmaction - INFO - Epoch [44][2280/3757] lr: 1.000e-04, eta: 4:07:04, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9102, loss_cls: 0.9705, loss: 0.9705, grad_norm: 6.4780 2020-07-26 07:30:13,600 - mmaction - INFO - Epoch [44][2300/3757] lr: 1.000e-04, eta: 4:06:52, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9164, loss_cls: 1.0057, loss: 1.0057, grad_norm: 6.5907 2020-07-26 07:30:25,798 - mmaction - INFO - Epoch [44][2320/3757] lr: 1.000e-04, eta: 4:06:39, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9055, loss_cls: 1.0029, loss: 1.0029, grad_norm: 6.6275 2020-07-26 07:30:37,940 - mmaction - INFO - Epoch [44][2340/3757] lr: 1.000e-04, eta: 4:06:27, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 1.0133, loss: 1.0133, grad_norm: 6.7514 2020-07-26 07:30:50,135 - mmaction - INFO - Epoch [44][2360/3757] lr: 1.000e-04, eta: 4:06:15, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 1.0091, loss: 1.0091, grad_norm: 6.6019 2020-07-26 07:31:02,323 - mmaction - INFO - Epoch [44][2380/3757] lr: 1.000e-04, eta: 4:06:02, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7750, top5_acc: 0.9211, loss_cls: 0.8849, loss: 0.8849, grad_norm: 6.2952 2020-07-26 07:31:14,588 - mmaction - INFO - Epoch [44][2400/3757] lr: 1.000e-04, eta: 4:05:50, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0597, loss: 1.0597, grad_norm: 6.8004 2020-07-26 07:31:26,843 - mmaction - INFO - Epoch [44][2420/3757] lr: 1.000e-04, eta: 4:05:38, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 0.9976, loss: 0.9976, grad_norm: 6.6198 2020-07-26 07:31:38,983 - mmaction - INFO - Epoch [44][2440/3757] lr: 1.000e-04, eta: 4:05:25, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9062, loss_cls: 0.9756, loss: 0.9756, grad_norm: 6.3753 2020-07-26 07:31:51,248 - mmaction - INFO - Epoch [44][2460/3757] lr: 1.000e-04, eta: 4:05:13, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9164, loss_cls: 0.9445, loss: 0.9445, grad_norm: 6.5465 2020-07-26 07:32:03,282 - mmaction - INFO - Epoch [44][2480/3757] lr: 1.000e-04, eta: 4:05:01, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9227, loss_cls: 0.9917, loss: 0.9917, grad_norm: 6.7115 2020-07-26 07:32:15,599 - mmaction - INFO - Epoch [44][2500/3757] lr: 1.000e-04, eta: 4:04:48, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.9304, loss: 0.9304, grad_norm: 6.3692 2020-07-26 07:32:27,594 - mmaction - INFO - Epoch [44][2520/3757] lr: 1.000e-04, eta: 4:04:36, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 0.9956, loss: 0.9956, grad_norm: 6.7060 2020-07-26 07:32:39,835 - mmaction - INFO - Epoch [44][2540/3757] lr: 1.000e-04, eta: 4:04:23, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9133, loss_cls: 0.9634, loss: 0.9634, grad_norm: 6.5710 2020-07-26 07:32:52,092 - mmaction - INFO - Epoch [44][2560/3757] lr: 1.000e-04, eta: 4:04:11, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9634, loss: 0.9634, grad_norm: 6.8004 2020-07-26 07:33:04,202 - mmaction - INFO - Epoch [44][2580/3757] lr: 1.000e-04, eta: 4:03:59, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 0.9933, loss: 0.9933, grad_norm: 6.6037 2020-07-26 07:33:16,484 - mmaction - INFO - Epoch [44][2600/3757] lr: 1.000e-04, eta: 4:03:46, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0448, loss: 1.0448, grad_norm: 6.8350 2020-07-26 07:33:28,593 - mmaction - INFO - Epoch [44][2620/3757] lr: 1.000e-04, eta: 4:03:34, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9039, loss_cls: 1.0216, loss: 1.0216, grad_norm: 6.6541 2020-07-26 07:33:40,774 - mmaction - INFO - Epoch [44][2640/3757] lr: 1.000e-04, eta: 4:03:22, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9211, loss_cls: 0.9487, loss: 0.9487, grad_norm: 6.5440 2020-07-26 07:33:52,727 - mmaction - INFO - Epoch [44][2660/3757] lr: 1.000e-04, eta: 4:03:09, time: 0.601, data_time: 0.008, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9328, loss_cls: 0.9094, loss: 0.9094, grad_norm: 6.6191 2020-07-26 07:34:04,867 - mmaction - INFO - Epoch [44][2680/3757] lr: 1.000e-04, eta: 4:02:57, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0057, loss: 1.0057, grad_norm: 6.6477 2020-07-26 07:34:17,062 - mmaction - INFO - Epoch [44][2700/3757] lr: 1.000e-04, eta: 4:02:44, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9892, loss: 0.9892, grad_norm: 6.6206 2020-07-26 07:34:29,200 - mmaction - INFO - Epoch [44][2720/3757] lr: 1.000e-04, eta: 4:02:32, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9268, loss: 0.9268, grad_norm: 6.6981 2020-07-26 07:34:41,350 - mmaction - INFO - Epoch [44][2740/3757] lr: 1.000e-04, eta: 4:02:20, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9070, loss_cls: 1.0097, loss: 1.0097, grad_norm: 6.7401 2020-07-26 07:34:53,704 - mmaction - INFO - Epoch [44][2760/3757] lr: 1.000e-04, eta: 4:02:07, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9227, loss_cls: 0.9223, loss: 0.9223, grad_norm: 6.3237 2020-07-26 07:35:05,810 - mmaction - INFO - Epoch [44][2780/3757] lr: 1.000e-04, eta: 4:01:55, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 0.9791, loss: 0.9791, grad_norm: 6.6127 2020-07-26 07:35:18,005 - mmaction - INFO - Epoch [44][2800/3757] lr: 1.000e-04, eta: 4:01:43, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9086, loss_cls: 1.0069, loss: 1.0069, grad_norm: 6.5338 2020-07-26 07:35:30,078 - mmaction - INFO - Epoch [44][2820/3757] lr: 1.000e-04, eta: 4:01:30, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.8747 2020-07-26 07:35:42,358 - mmaction - INFO - Epoch [44][2840/3757] lr: 1.000e-04, eta: 4:01:18, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9055, loss_cls: 1.0062, loss: 1.0062, grad_norm: 6.6832 2020-07-26 07:35:54,413 - mmaction - INFO - Epoch [44][2860/3757] lr: 1.000e-04, eta: 4:01:05, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0083, loss: 1.0083, grad_norm: 6.6200 2020-07-26 07:36:06,667 - mmaction - INFO - Epoch [44][2880/3757] lr: 1.000e-04, eta: 4:00:53, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9180, loss_cls: 0.9955, loss: 0.9955, grad_norm: 6.6214 2020-07-26 07:36:18,831 - mmaction - INFO - Epoch [44][2900/3757] lr: 1.000e-04, eta: 4:00:41, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9227, loss_cls: 0.9335, loss: 0.9335, grad_norm: 6.4950 2020-07-26 07:36:31,030 - mmaction - INFO - Epoch [44][2920/3757] lr: 1.000e-04, eta: 4:00:28, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9125, loss_cls: 0.9204, loss: 0.9204, grad_norm: 6.4918 2020-07-26 07:36:43,195 - mmaction - INFO - Epoch [44][2940/3757] lr: 1.000e-04, eta: 4:00:16, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9921, loss: 0.9921, grad_norm: 6.6612 2020-07-26 07:36:55,572 - mmaction - INFO - Epoch [44][2960/3757] lr: 1.000e-04, eta: 4:00:04, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9697, loss: 0.9697, grad_norm: 6.6969 2020-07-26 07:37:07,677 - mmaction - INFO - Epoch [44][2980/3757] lr: 1.000e-04, eta: 3:59:51, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.9279, loss: 0.9279, grad_norm: 6.6733 2020-07-26 07:37:19,952 - mmaction - INFO - Epoch [44][3000/3757] lr: 1.000e-04, eta: 3:59:39, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9031, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.8068 2020-07-26 07:37:32,038 - mmaction - INFO - Epoch [44][3020/3757] lr: 1.000e-04, eta: 3:59:27, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9141, loss_cls: 1.0298, loss: 1.0298, grad_norm: 6.9038 2020-07-26 07:37:44,141 - mmaction - INFO - Epoch [44][3040/3757] lr: 1.000e-04, eta: 3:59:14, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9125, loss_cls: 0.9515, loss: 0.9515, grad_norm: 6.5946 2020-07-26 07:37:56,118 - mmaction - INFO - Epoch [44][3060/3757] lr: 1.000e-04, eta: 3:59:02, time: 0.601, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9203, loss_cls: 0.9725, loss: 0.9725, grad_norm: 6.6313 2020-07-26 07:38:08,470 - mmaction - INFO - Epoch [44][3080/3757] lr: 1.000e-04, eta: 3:58:49, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9297, loss_cls: 0.8694, loss: 0.8694, grad_norm: 6.3936 2020-07-26 07:38:20,547 - mmaction - INFO - Epoch [44][3100/3757] lr: 1.000e-04, eta: 3:58:37, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9133, loss_cls: 0.9606, loss: 0.9606, grad_norm: 6.4863 2020-07-26 07:38:32,752 - mmaction - INFO - Epoch [44][3120/3757] lr: 1.000e-04, eta: 3:58:25, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9039, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.6172 2020-07-26 07:38:44,733 - mmaction - INFO - Epoch [44][3140/3757] lr: 1.000e-04, eta: 3:58:12, time: 0.599, data_time: 0.003, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9133, loss_cls: 0.9404, loss: 0.9404, grad_norm: 6.4424 2020-07-26 07:38:56,847 - mmaction - INFO - Epoch [44][3160/3757] lr: 1.000e-04, eta: 3:58:00, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9715, loss: 0.9715, grad_norm: 6.4776 2020-07-26 07:39:09,183 - mmaction - INFO - Epoch [44][3180/3757] lr: 1.000e-04, eta: 3:57:48, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.1023, loss: 1.1023, grad_norm: 6.7384 2020-07-26 07:39:21,488 - mmaction - INFO - Epoch [44][3200/3757] lr: 1.000e-04, eta: 3:57:35, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9031, loss_cls: 0.9849, loss: 0.9849, grad_norm: 6.4886 2020-07-26 07:39:33,907 - mmaction - INFO - Epoch [44][3220/3757] lr: 1.000e-04, eta: 3:57:23, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9187, loss_cls: 0.9208, loss: 0.9208, grad_norm: 6.3921 2020-07-26 07:39:45,939 - mmaction - INFO - Epoch [44][3240/3757] lr: 1.000e-04, eta: 3:57:11, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 1.0200, loss: 1.0200, grad_norm: 6.7704 2020-07-26 07:39:58,169 - mmaction - INFO - Epoch [44][3260/3757] lr: 1.000e-04, eta: 3:56:58, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9086, loss_cls: 0.9541, loss: 0.9541, grad_norm: 6.4985 2020-07-26 07:40:10,324 - mmaction - INFO - Epoch [44][3280/3757] lr: 1.000e-04, eta: 3:56:46, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9133, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.8097 2020-07-26 07:40:22,606 - mmaction - INFO - Epoch [44][3300/3757] lr: 1.000e-04, eta: 3:56:33, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 1.0069, loss: 1.0069, grad_norm: 6.6026 2020-07-26 07:40:34,697 - mmaction - INFO - Epoch [44][3320/3757] lr: 1.000e-04, eta: 3:56:21, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 0.9995, loss: 0.9995, grad_norm: 6.7815 2020-07-26 07:40:46,893 - mmaction - INFO - Epoch [44][3340/3757] lr: 1.000e-04, eta: 3:56:09, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 0.9479, loss: 0.9479, grad_norm: 6.4932 2020-07-26 07:40:59,094 - mmaction - INFO - Epoch [44][3360/3757] lr: 1.000e-04, eta: 3:55:56, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9180, loss_cls: 0.9810, loss: 0.9810, grad_norm: 6.9384 2020-07-26 07:41:11,439 - mmaction - INFO - Epoch [44][3380/3757] lr: 1.000e-04, eta: 3:55:44, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9062, loss_cls: 0.9873, loss: 0.9873, grad_norm: 6.5878 2020-07-26 07:41:23,648 - mmaction - INFO - Epoch [44][3400/3757] lr: 1.000e-04, eta: 3:55:32, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9180, loss_cls: 0.9907, loss: 0.9907, grad_norm: 6.5812 2020-07-26 07:41:35,858 - mmaction - INFO - Epoch [44][3420/3757] lr: 1.000e-04, eta: 3:55:19, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9886, loss: 0.9886, grad_norm: 6.6877 2020-07-26 07:41:48,053 - mmaction - INFO - Epoch [44][3440/3757] lr: 1.000e-04, eta: 3:55:07, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9148, loss_cls: 1.0320, loss: 1.0320, grad_norm: 6.6750 2020-07-26 07:42:00,400 - mmaction - INFO - Epoch [44][3460/3757] lr: 1.000e-04, eta: 3:54:55, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 0.9825, loss: 0.9825, grad_norm: 6.7742 2020-07-26 07:42:12,707 - mmaction - INFO - Epoch [44][3480/3757] lr: 1.000e-04, eta: 3:54:42, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8992, loss_cls: 1.0669, loss: 1.0669, grad_norm: 7.0311 2020-07-26 07:42:24,760 - mmaction - INFO - Epoch [44][3500/3757] lr: 1.000e-04, eta: 3:54:30, time: 0.600, data_time: 0.005, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9109, loss_cls: 1.0097, loss: 1.0097, grad_norm: 6.6912 2020-07-26 07:42:37,012 - mmaction - INFO - Epoch [44][3520/3757] lr: 1.000e-04, eta: 3:54:17, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8930, loss_cls: 1.1301, loss: 1.1301, grad_norm: 7.0833 2020-07-26 07:42:49,224 - mmaction - INFO - Epoch [44][3540/3757] lr: 1.000e-04, eta: 3:54:05, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9047, loss_cls: 0.9305, loss: 0.9305, grad_norm: 6.4603 2020-07-26 07:43:01,436 - mmaction - INFO - Epoch [44][3560/3757] lr: 1.000e-04, eta: 3:53:53, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7727, top5_acc: 0.9234, loss_cls: 0.8750, loss: 0.8750, grad_norm: 6.0967 2020-07-26 07:43:13,606 - mmaction - INFO - Epoch [44][3580/3757] lr: 1.000e-04, eta: 3:53:40, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9016, loss_cls: 0.9998, loss: 0.9998, grad_norm: 6.5827 2020-07-26 07:43:25,854 - mmaction - INFO - Epoch [44][3600/3757] lr: 1.000e-04, eta: 3:53:28, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9187, loss_cls: 0.9093, loss: 0.9093, grad_norm: 6.2925 2020-07-26 07:43:37,996 - mmaction - INFO - Epoch [44][3620/3757] lr: 1.000e-04, eta: 3:53:16, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7734, top5_acc: 0.9172, loss_cls: 0.9033, loss: 0.9033, grad_norm: 6.5074 2020-07-26 07:43:50,158 - mmaction - INFO - Epoch [44][3640/3757] lr: 1.000e-04, eta: 3:53:03, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 0.9828, loss: 0.9828, grad_norm: 6.7761 2020-07-26 07:44:02,336 - mmaction - INFO - Epoch [44][3660/3757] lr: 1.000e-04, eta: 3:52:51, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9109, loss_cls: 0.9820, loss: 0.9820, grad_norm: 6.7510 2020-07-26 07:44:14,591 - mmaction - INFO - Epoch [44][3680/3757] lr: 1.000e-04, eta: 3:52:39, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.1080, loss: 1.1080, grad_norm: 6.8210 2020-07-26 07:44:26,748 - mmaction - INFO - Epoch [44][3700/3757] lr: 1.000e-04, eta: 3:52:26, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9164, loss_cls: 0.9619, loss: 0.9619, grad_norm: 6.7167 2020-07-26 07:44:39,043 - mmaction - INFO - Epoch [44][3720/3757] lr: 1.000e-04, eta: 3:52:14, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9180, loss_cls: 0.9292, loss: 0.9292, grad_norm: 6.5910 2020-07-26 07:44:51,254 - mmaction - INFO - Epoch [44][3740/3757] lr: 1.000e-04, eta: 3:52:02, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7695, top5_acc: 0.9172, loss_cls: 0.9051, loss: 0.9051, grad_norm: 6.2307 2020-07-26 07:45:01,608 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-07-26 07:45:23,509 - mmaction - INFO - Epoch [45][20/3757] lr: 1.000e-04, eta: 3:51:38, time: 1.074, data_time: 0.459, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9576, loss: 0.9576, grad_norm: 6.6312 2020-07-26 07:45:35,555 - mmaction - INFO - Epoch [45][40/3757] lr: 1.000e-04, eta: 3:51:26, time: 0.602, data_time: 0.002, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9078, loss_cls: 0.9737, loss: 0.9737, grad_norm: 6.6415 2020-07-26 07:45:47,659 - mmaction - INFO - Epoch [45][60/3757] lr: 1.000e-04, eta: 3:51:14, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9125, loss_cls: 1.0053, loss: 1.0053, grad_norm: 6.7458 2020-07-26 07:45:59,755 - mmaction - INFO - Epoch [45][80/3757] lr: 1.000e-04, eta: 3:51:01, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9109, loss_cls: 0.9857, loss: 0.9857, grad_norm: 6.7858 2020-07-26 07:46:12,041 - mmaction - INFO - Epoch [45][100/3757] lr: 1.000e-04, eta: 3:50:49, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9023, loss_cls: 0.9714, loss: 0.9714, grad_norm: 6.3565 2020-07-26 07:46:24,277 - mmaction - INFO - Epoch [45][120/3757] lr: 1.000e-04, eta: 3:50:37, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9629, loss: 0.9629, grad_norm: 6.6919 2020-07-26 07:46:36,555 - mmaction - INFO - Epoch [45][140/3757] lr: 1.000e-04, eta: 3:50:24, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9488, loss: 0.9488, grad_norm: 6.5245 2020-07-26 07:46:48,695 - mmaction - INFO - Epoch [45][160/3757] lr: 1.000e-04, eta: 3:50:12, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9945, loss: 0.9945, grad_norm: 6.7639 2020-07-26 07:47:00,802 - mmaction - INFO - Epoch [45][180/3757] lr: 1.000e-04, eta: 3:50:00, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7789, top5_acc: 0.9180, loss_cls: 0.9048, loss: 0.9048, grad_norm: 6.2982 2020-07-26 07:47:13,061 - mmaction - INFO - Epoch [45][200/3757] lr: 1.000e-04, eta: 3:49:47, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.7781 2020-07-26 07:47:25,302 - mmaction - INFO - Epoch [45][220/3757] lr: 1.000e-04, eta: 3:49:35, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9094, loss_cls: 0.9965, loss: 0.9965, grad_norm: 6.6273 2020-07-26 07:47:37,547 - mmaction - INFO - Epoch [45][240/3757] lr: 1.000e-04, eta: 3:49:22, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9570, loss: 0.9570, grad_norm: 6.6575 2020-07-26 07:47:49,529 - mmaction - INFO - Epoch [45][260/3757] lr: 1.000e-04, eta: 3:49:10, time: 0.599, data_time: 0.003, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9148, loss_cls: 0.9822, loss: 0.9822, grad_norm: 6.7765 2020-07-26 07:48:01,742 - mmaction - INFO - Epoch [45][280/3757] lr: 1.000e-04, eta: 3:48:58, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.6339 2020-07-26 07:48:13,807 - mmaction - INFO - Epoch [45][300/3757] lr: 1.000e-04, eta: 3:48:45, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0364, loss: 1.0364, grad_norm: 6.7194 2020-07-26 07:48:26,116 - mmaction - INFO - Epoch [45][320/3757] lr: 1.000e-04, eta: 3:48:33, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9180, loss_cls: 0.9336, loss: 0.9336, grad_norm: 6.5419 2020-07-26 07:48:38,340 - mmaction - INFO - Epoch [45][340/3757] lr: 1.000e-04, eta: 3:48:21, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0257, loss: 1.0257, grad_norm: 6.7846 2020-07-26 07:48:50,609 - mmaction - INFO - Epoch [45][360/3757] lr: 1.000e-04, eta: 3:48:08, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 1.0078, loss: 1.0078, grad_norm: 6.7637 2020-07-26 07:49:02,524 - mmaction - INFO - Epoch [45][380/3757] lr: 1.000e-04, eta: 3:47:56, time: 0.596, data_time: 0.003, memory: 7079, top1_acc: 0.7391, top5_acc: 0.8930, loss_cls: 1.0410, loss: 1.0410, grad_norm: 6.7390 2020-07-26 07:49:14,753 - mmaction - INFO - Epoch [45][400/3757] lr: 1.000e-04, eta: 3:47:44, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.9296, loss: 0.9296, grad_norm: 6.5082 2020-07-26 07:49:26,712 - mmaction - INFO - Epoch [45][420/3757] lr: 1.000e-04, eta: 3:47:31, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9125, loss_cls: 0.9626, loss: 0.9626, grad_norm: 6.5263 2020-07-26 07:49:38,953 - mmaction - INFO - Epoch [45][440/3757] lr: 1.000e-04, eta: 3:47:19, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9133, loss_cls: 1.0034, loss: 1.0034, grad_norm: 6.8126 2020-07-26 07:49:51,178 - mmaction - INFO - Epoch [45][460/3757] lr: 1.000e-04, eta: 3:47:06, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9684, loss: 0.9684, grad_norm: 6.6005 2020-07-26 07:50:03,583 - mmaction - INFO - Epoch [45][480/3757] lr: 1.000e-04, eta: 3:46:54, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 1.0044, loss: 1.0044, grad_norm: 6.6594 2020-07-26 07:50:15,665 - mmaction - INFO - Epoch [45][500/3757] lr: 1.000e-04, eta: 3:46:42, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9220, loss: 0.9220, grad_norm: 6.3250 2020-07-26 07:50:27,895 - mmaction - INFO - Epoch [45][520/3757] lr: 1.000e-04, eta: 3:46:29, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9039, loss_cls: 1.0246, loss: 1.0246, grad_norm: 6.6231 2020-07-26 07:50:40,201 - mmaction - INFO - Epoch [45][540/3757] lr: 1.000e-04, eta: 3:46:17, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9559, loss: 0.9559, grad_norm: 6.4854 2020-07-26 07:50:52,303 - mmaction - INFO - Epoch [45][560/3757] lr: 1.000e-04, eta: 3:46:05, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9211, loss_cls: 0.9289, loss: 0.9289, grad_norm: 6.3949 2020-07-26 07:51:04,440 - mmaction - INFO - Epoch [45][580/3757] lr: 1.000e-04, eta: 3:45:52, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9148, loss_cls: 0.9968, loss: 0.9968, grad_norm: 6.8339 2020-07-26 07:51:16,712 - mmaction - INFO - Epoch [45][600/3757] lr: 1.000e-04, eta: 3:45:40, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9187, loss_cls: 0.9528, loss: 0.9528, grad_norm: 6.6348 2020-07-26 07:51:28,964 - mmaction - INFO - Epoch [45][620/3757] lr: 1.000e-04, eta: 3:45:28, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9094, loss_cls: 1.0316, loss: 1.0316, grad_norm: 6.8680 2020-07-26 07:51:41,130 - mmaction - INFO - Epoch [45][640/3757] lr: 1.000e-04, eta: 3:45:15, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9117, loss_cls: 1.0118, loss: 1.0118, grad_norm: 6.7752 2020-07-26 07:51:53,316 - mmaction - INFO - Epoch [45][660/3757] lr: 1.000e-04, eta: 3:45:03, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9219, loss_cls: 0.9572, loss: 0.9572, grad_norm: 6.7147 2020-07-26 07:52:05,304 - mmaction - INFO - Epoch [45][680/3757] lr: 1.000e-04, eta: 3:44:50, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9133, loss_cls: 0.9288, loss: 0.9288, grad_norm: 6.5243 2020-07-26 07:52:17,477 - mmaction - INFO - Epoch [45][700/3757] lr: 1.000e-04, eta: 3:44:38, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9148, loss_cls: 1.0073, loss: 1.0073, grad_norm: 6.8009 2020-07-26 07:52:29,652 - mmaction - INFO - Epoch [45][720/3757] lr: 1.000e-04, eta: 3:44:26, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9016, loss_cls: 1.0876, loss: 1.0876, grad_norm: 7.2936 2020-07-26 07:52:41,884 - mmaction - INFO - Epoch [45][740/3757] lr: 1.000e-04, eta: 3:44:13, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9148, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.6514 2020-07-26 07:52:53,813 - mmaction - INFO - Epoch [45][760/3757] lr: 1.000e-04, eta: 3:44:01, time: 0.601, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9172, loss_cls: 0.9625, loss: 0.9625, grad_norm: 6.6604 2020-07-26 07:53:05,983 - mmaction - INFO - Epoch [45][780/3757] lr: 1.000e-04, eta: 3:43:49, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9626, loss: 0.9626, grad_norm: 6.4417 2020-07-26 07:53:18,066 - mmaction - INFO - Epoch [45][800/3757] lr: 1.000e-04, eta: 3:43:36, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9023, loss_cls: 1.0075, loss: 1.0075, grad_norm: 6.6936 2020-07-26 07:53:30,223 - mmaction - INFO - Epoch [45][820/3757] lr: 1.000e-04, eta: 3:43:24, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9195, loss_cls: 0.9546, loss: 0.9546, grad_norm: 6.5058 2020-07-26 07:53:42,367 - mmaction - INFO - Epoch [45][840/3757] lr: 1.000e-04, eta: 3:43:12, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9281, loss_cls: 0.9343, loss: 0.9343, grad_norm: 6.3264 2020-07-26 07:53:54,731 - mmaction - INFO - Epoch [45][860/3757] lr: 1.000e-04, eta: 3:42:59, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9094, loss_cls: 1.0162, loss: 1.0162, grad_norm: 6.6894 2020-07-26 07:54:06,775 - mmaction - INFO - Epoch [45][880/3757] lr: 1.000e-04, eta: 3:42:47, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.9008, loss_cls: 1.0560, loss: 1.0560, grad_norm: 6.8015 2020-07-26 07:54:18,832 - mmaction - INFO - Epoch [45][900/3757] lr: 1.000e-04, eta: 3:42:34, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9258, loss_cls: 0.9094, loss: 0.9094, grad_norm: 6.3687 2020-07-26 07:54:31,182 - mmaction - INFO - Epoch [45][920/3757] lr: 1.000e-04, eta: 3:42:22, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9148, loss_cls: 0.9806, loss: 0.9806, grad_norm: 6.9004 2020-07-26 07:54:43,417 - mmaction - INFO - Epoch [45][940/3757] lr: 1.000e-04, eta: 3:42:10, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9219, loss_cls: 0.9186, loss: 0.9186, grad_norm: 6.6104 2020-07-26 07:54:55,641 - mmaction - INFO - Epoch [45][960/3757] lr: 1.000e-04, eta: 3:41:57, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9094, loss_cls: 0.9635, loss: 0.9635, grad_norm: 6.4990 2020-07-26 07:55:07,794 - mmaction - INFO - Epoch [45][980/3757] lr: 1.000e-04, eta: 3:41:45, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9109, loss_cls: 0.9670, loss: 0.9670, grad_norm: 6.7038 2020-07-26 07:55:19,778 - mmaction - INFO - Epoch [45][1000/3757] lr: 1.000e-04, eta: 3:41:33, time: 0.596, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 0.9936, loss: 0.9936, grad_norm: 6.7484 2020-07-26 07:55:31,981 - mmaction - INFO - Epoch [45][1020/3757] lr: 1.000e-04, eta: 3:41:20, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9911, loss: 0.9911, grad_norm: 6.5808 2020-07-26 07:55:44,089 - mmaction - INFO - Epoch [45][1040/3757] lr: 1.000e-04, eta: 3:41:08, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.6806 2020-07-26 07:55:56,319 - mmaction - INFO - Epoch [45][1060/3757] lr: 1.000e-04, eta: 3:40:56, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7703, top5_acc: 0.9211, loss_cls: 0.9084, loss: 0.9084, grad_norm: 6.5919 2020-07-26 07:56:08,636 - mmaction - INFO - Epoch [45][1080/3757] lr: 1.000e-04, eta: 3:40:43, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9211, loss_cls: 0.9408, loss: 0.9408, grad_norm: 6.3285 2020-07-26 07:56:20,748 - mmaction - INFO - Epoch [45][1100/3757] lr: 1.000e-04, eta: 3:40:31, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9211, loss_cls: 0.9183, loss: 0.9183, grad_norm: 6.4821 2020-07-26 07:56:32,992 - mmaction - INFO - Epoch [45][1120/3757] lr: 1.000e-04, eta: 3:40:18, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9172, loss_cls: 0.9572, loss: 0.9572, grad_norm: 6.6603 2020-07-26 07:56:45,139 - mmaction - INFO - Epoch [45][1140/3757] lr: 1.000e-04, eta: 3:40:06, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.0988, loss: 1.0988, grad_norm: 6.8588 2020-07-26 07:56:57,175 - mmaction - INFO - Epoch [45][1160/3757] lr: 1.000e-04, eta: 3:39:54, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9039, loss_cls: 0.9950, loss: 0.9950, grad_norm: 6.6283 2020-07-26 07:57:09,423 - mmaction - INFO - Epoch [45][1180/3757] lr: 1.000e-04, eta: 3:39:41, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9735, loss: 0.9735, grad_norm: 6.6948 2020-07-26 07:57:21,557 - mmaction - INFO - Epoch [45][1200/3757] lr: 1.000e-04, eta: 3:39:29, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 1.0073, loss: 1.0073, grad_norm: 7.0034 2020-07-26 07:57:33,700 - mmaction - INFO - Epoch [45][1220/3757] lr: 1.000e-04, eta: 3:39:17, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9656, loss: 0.9656, grad_norm: 6.5932 2020-07-26 07:57:45,927 - mmaction - INFO - Epoch [45][1240/3757] lr: 1.000e-04, eta: 3:39:04, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9109, loss_cls: 0.9509, loss: 0.9509, grad_norm: 6.4797 2020-07-26 07:57:58,297 - mmaction - INFO - Epoch [45][1260/3757] lr: 1.000e-04, eta: 3:38:52, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9102, loss_cls: 1.0045, loss: 1.0045, grad_norm: 6.7055 2020-07-26 07:58:10,393 - mmaction - INFO - Epoch [45][1280/3757] lr: 1.000e-04, eta: 3:38:40, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0075, loss: 1.0075, grad_norm: 6.7778 2020-07-26 07:58:22,808 - mmaction - INFO - Epoch [45][1300/3757] lr: 1.000e-04, eta: 3:38:27, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9133, loss_cls: 0.9431, loss: 0.9431, grad_norm: 6.3611 2020-07-26 07:58:35,080 - mmaction - INFO - Epoch [45][1320/3757] lr: 1.000e-04, eta: 3:38:15, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9187, loss_cls: 0.9478, loss: 0.9478, grad_norm: 6.3241 2020-07-26 07:58:47,288 - mmaction - INFO - Epoch [45][1340/3757] lr: 1.000e-04, eta: 3:38:02, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9805, loss: 0.9805, grad_norm: 6.8327 2020-07-26 07:58:59,344 - mmaction - INFO - Epoch [45][1360/3757] lr: 1.000e-04, eta: 3:37:50, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9680, loss: 0.9680, grad_norm: 6.5700 2020-07-26 07:59:11,682 - mmaction - INFO - Epoch [45][1380/3757] lr: 1.000e-04, eta: 3:37:38, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 1.0300, loss: 1.0300, grad_norm: 6.7950 2020-07-26 07:59:23,824 - mmaction - INFO - Epoch [45][1400/3757] lr: 1.000e-04, eta: 3:37:25, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9180, loss_cls: 0.9412, loss: 0.9412, grad_norm: 6.5600 2020-07-26 07:59:36,096 - mmaction - INFO - Epoch [45][1420/3757] lr: 1.000e-04, eta: 3:37:13, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9039, loss_cls: 0.9940, loss: 0.9940, grad_norm: 6.4521 2020-07-26 07:59:48,158 - mmaction - INFO - Epoch [45][1440/3757] lr: 1.000e-04, eta: 3:37:01, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.4277 2020-07-26 08:00:00,351 - mmaction - INFO - Epoch [45][1460/3757] lr: 1.000e-04, eta: 3:36:48, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 0.9973, loss: 0.9973, grad_norm: 6.7514 2020-07-26 08:00:15,688 - mmaction - INFO - Epoch [45][1480/3757] lr: 1.000e-04, eta: 3:36:36, time: 0.757, data_time: 0.008, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9094, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.6827 2020-07-26 08:00:27,920 - mmaction - INFO - Epoch [45][1500/3757] lr: 1.000e-04, eta: 3:36:24, time: 0.627, data_time: 0.025, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9211, loss_cls: 0.9433, loss: 0.9433, grad_norm: 6.6490 2020-07-26 08:00:40,064 - mmaction - INFO - Epoch [45][1520/3757] lr: 1.000e-04, eta: 3:36:12, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9031, loss_cls: 1.0205, loss: 1.0205, grad_norm: 6.6260 2020-07-26 08:00:52,453 - mmaction - INFO - Epoch [45][1540/3757] lr: 1.000e-04, eta: 3:35:59, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.6838 2020-07-26 08:01:04,681 - mmaction - INFO - Epoch [45][1560/3757] lr: 1.000e-04, eta: 3:35:47, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9141, loss_cls: 0.9922, loss: 0.9922, grad_norm: 6.8234 2020-07-26 08:01:16,845 - mmaction - INFO - Epoch [45][1580/3757] lr: 1.000e-04, eta: 3:35:35, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7688, top5_acc: 0.8961, loss_cls: 0.9751, loss: 0.9751, grad_norm: 6.3464 2020-07-26 08:01:28,982 - mmaction - INFO - Epoch [45][1600/3757] lr: 1.000e-04, eta: 3:35:22, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.5732 2020-07-26 08:01:41,201 - mmaction - INFO - Epoch [45][1620/3757] lr: 1.000e-04, eta: 3:35:10, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9203, loss_cls: 0.9204, loss: 0.9204, grad_norm: 6.4002 2020-07-26 08:01:53,443 - mmaction - INFO - Epoch [45][1640/3757] lr: 1.000e-04, eta: 3:34:58, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.5651 2020-07-26 08:02:05,751 - mmaction - INFO - Epoch [45][1660/3757] lr: 1.000e-04, eta: 3:34:45, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9281, loss_cls: 0.9513, loss: 0.9513, grad_norm: 6.5838 2020-07-26 08:02:17,833 - mmaction - INFO - Epoch [45][1680/3757] lr: 1.000e-04, eta: 3:34:33, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9039, loss_cls: 1.0395, loss: 1.0395, grad_norm: 7.0323 2020-07-26 08:02:30,040 - mmaction - INFO - Epoch [45][1700/3757] lr: 1.000e-04, eta: 3:34:20, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9854, loss: 0.9854, grad_norm: 6.6240 2020-07-26 08:02:42,234 - mmaction - INFO - Epoch [45][1720/3757] lr: 1.000e-04, eta: 3:34:08, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9203, loss_cls: 0.9861, loss: 0.9861, grad_norm: 6.7199 2020-07-26 08:02:54,482 - mmaction - INFO - Epoch [45][1740/3757] lr: 1.000e-04, eta: 3:33:56, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0079, loss: 1.0079, grad_norm: 6.6514 2020-07-26 08:03:06,679 - mmaction - INFO - Epoch [45][1760/3757] lr: 1.000e-04, eta: 3:33:43, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9141, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.6392 2020-07-26 08:03:18,858 - mmaction - INFO - Epoch [45][1780/3757] lr: 1.000e-04, eta: 3:33:31, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9109, loss_cls: 0.9987, loss: 0.9987, grad_norm: 6.5550 2020-07-26 08:03:31,072 - mmaction - INFO - Epoch [45][1800/3757] lr: 1.000e-04, eta: 3:33:19, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9203, loss_cls: 0.9755, loss: 0.9755, grad_norm: 6.6482 2020-07-26 08:03:43,125 - mmaction - INFO - Epoch [45][1820/3757] lr: 1.000e-04, eta: 3:33:06, time: 0.597, data_time: 0.005, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9211, loss_cls: 0.9534, loss: 0.9534, grad_norm: 6.4813 2020-07-26 08:03:55,441 - mmaction - INFO - Epoch [45][1840/3757] lr: 1.000e-04, eta: 3:32:54, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9094, loss_cls: 0.9674, loss: 0.9674, grad_norm: 6.5767 2020-07-26 08:04:08,002 - mmaction - INFO - Epoch [45][1860/3757] lr: 1.000e-04, eta: 3:32:42, time: 0.625, data_time: 0.006, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9148, loss_cls: 0.9734, loss: 0.9734, grad_norm: 6.7846 2020-07-26 08:04:20,015 - mmaction - INFO - Epoch [45][1880/3757] lr: 1.000e-04, eta: 3:32:29, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0702, loss: 1.0702, grad_norm: 6.9091 2020-07-26 08:04:32,194 - mmaction - INFO - Epoch [45][1900/3757] lr: 1.000e-04, eta: 3:32:17, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9487, loss: 0.9487, grad_norm: 6.7714 2020-07-26 08:04:44,350 - mmaction - INFO - Epoch [45][1920/3757] lr: 1.000e-04, eta: 3:32:04, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9008, loss_cls: 1.0106, loss: 1.0106, grad_norm: 6.7186 2020-07-26 08:04:56,515 - mmaction - INFO - Epoch [45][1940/3757] lr: 1.000e-04, eta: 3:31:52, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9250, loss_cls: 0.9072, loss: 0.9072, grad_norm: 6.4105 2020-07-26 08:05:08,585 - mmaction - INFO - Epoch [45][1960/3757] lr: 1.000e-04, eta: 3:31:40, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9156, loss_cls: 0.9475, loss: 0.9475, grad_norm: 6.4150 2020-07-26 08:05:20,818 - mmaction - INFO - Epoch [45][1980/3757] lr: 1.000e-04, eta: 3:31:27, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 1.0042, loss: 1.0042, grad_norm: 6.8316 2020-07-26 08:05:32,921 - mmaction - INFO - Epoch [45][2000/3757] lr: 1.000e-04, eta: 3:31:15, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 1.0196, loss: 1.0196, grad_norm: 6.8469 2020-07-26 08:05:45,214 - mmaction - INFO - Epoch [45][2020/3757] lr: 1.000e-04, eta: 3:31:03, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.9299 2020-07-26 08:05:57,432 - mmaction - INFO - Epoch [45][2040/3757] lr: 1.000e-04, eta: 3:30:50, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9972, loss: 0.9972, grad_norm: 6.6270 2020-07-26 08:06:09,541 - mmaction - INFO - Epoch [45][2060/3757] lr: 1.000e-04, eta: 3:30:38, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9102, loss_cls: 1.0315, loss: 1.0315, grad_norm: 6.8064 2020-07-26 08:06:21,829 - mmaction - INFO - Epoch [45][2080/3757] lr: 1.000e-04, eta: 3:30:26, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9200, loss: 0.9200, grad_norm: 6.4568 2020-07-26 08:06:33,927 - mmaction - INFO - Epoch [45][2100/3757] lr: 1.000e-04, eta: 3:30:13, time: 0.605, data_time: 0.002, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 1.0078, loss: 1.0078, grad_norm: 6.6303 2020-07-26 08:06:46,148 - mmaction - INFO - Epoch [45][2120/3757] lr: 1.000e-04, eta: 3:30:01, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9133, loss_cls: 0.9527, loss: 0.9527, grad_norm: 6.3644 2020-07-26 08:06:58,463 - mmaction - INFO - Epoch [45][2140/3757] lr: 1.000e-04, eta: 3:29:49, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 0.9416, loss: 0.9416, grad_norm: 6.6127 2020-07-26 08:07:10,678 - mmaction - INFO - Epoch [45][2160/3757] lr: 1.000e-04, eta: 3:29:36, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.7950 2020-07-26 08:07:22,657 - mmaction - INFO - Epoch [45][2180/3757] lr: 1.000e-04, eta: 3:29:24, time: 0.602, data_time: 0.008, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9234, loss_cls: 0.9527, loss: 0.9527, grad_norm: 6.3407 2020-07-26 08:07:34,912 - mmaction - INFO - Epoch [45][2200/3757] lr: 1.000e-04, eta: 3:29:11, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9914, loss: 0.9914, grad_norm: 6.6120 2020-07-26 08:07:47,246 - mmaction - INFO - Epoch [45][2220/3757] lr: 1.000e-04, eta: 3:28:59, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9156, loss_cls: 0.9866, loss: 0.9866, grad_norm: 6.6782 2020-07-26 08:07:59,332 - mmaction - INFO - Epoch [45][2240/3757] lr: 1.000e-04, eta: 3:28:47, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7703, top5_acc: 0.9148, loss_cls: 0.9163, loss: 0.9163, grad_norm: 6.2319 2020-07-26 08:08:11,471 - mmaction - INFO - Epoch [45][2260/3757] lr: 1.000e-04, eta: 3:28:34, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9219, loss_cls: 0.9134, loss: 0.9134, grad_norm: 6.4543 2020-07-26 08:08:23,688 - mmaction - INFO - Epoch [45][2280/3757] lr: 1.000e-04, eta: 3:28:22, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9125, loss_cls: 0.9709, loss: 0.9709, grad_norm: 6.4111 2020-07-26 08:08:35,754 - mmaction - INFO - Epoch [45][2300/3757] lr: 1.000e-04, eta: 3:28:10, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 0.9741, loss: 0.9741, grad_norm: 6.6829 2020-07-26 08:08:47,864 - mmaction - INFO - Epoch [45][2320/3757] lr: 1.000e-04, eta: 3:27:57, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9047, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.7685 2020-07-26 08:09:00,250 - mmaction - INFO - Epoch [45][2340/3757] lr: 1.000e-04, eta: 3:27:45, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 1.0187, loss: 1.0187, grad_norm: 6.8048 2020-07-26 08:09:12,425 - mmaction - INFO - Epoch [45][2360/3757] lr: 1.000e-04, eta: 3:27:33, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.8992, loss_cls: 0.9874, loss: 0.9874, grad_norm: 6.6162 2020-07-26 08:09:24,547 - mmaction - INFO - Epoch [45][2380/3757] lr: 1.000e-04, eta: 3:27:20, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9094, loss_cls: 1.0090, loss: 1.0090, grad_norm: 6.7103 2020-07-26 08:09:36,804 - mmaction - INFO - Epoch [45][2400/3757] lr: 1.000e-04, eta: 3:27:08, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0229, loss: 1.0229, grad_norm: 6.7328 2020-07-26 08:09:48,993 - mmaction - INFO - Epoch [45][2420/3757] lr: 1.000e-04, eta: 3:26:55, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9726, loss: 0.9726, grad_norm: 6.4868 2020-07-26 08:10:01,201 - mmaction - INFO - Epoch [45][2440/3757] lr: 1.000e-04, eta: 3:26:43, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9117, loss_cls: 0.9402, loss: 0.9402, grad_norm: 6.3575 2020-07-26 08:10:13,382 - mmaction - INFO - Epoch [45][2460/3757] lr: 1.000e-04, eta: 3:26:31, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9658, loss: 0.9658, grad_norm: 6.6291 2020-07-26 08:10:25,490 - mmaction - INFO - Epoch [45][2480/3757] lr: 1.000e-04, eta: 3:26:18, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9598, loss: 0.9598, grad_norm: 6.4882 2020-07-26 08:10:37,761 - mmaction - INFO - Epoch [45][2500/3757] lr: 1.000e-04, eta: 3:26:06, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9086, loss_cls: 0.9449, loss: 0.9449, grad_norm: 6.5128 2020-07-26 08:10:50,100 - mmaction - INFO - Epoch [45][2520/3757] lr: 1.000e-04, eta: 3:25:54, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9000, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.7643 2020-07-26 08:11:02,225 - mmaction - INFO - Epoch [45][2540/3757] lr: 1.000e-04, eta: 3:25:41, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9133, loss_cls: 0.9728, loss: 0.9728, grad_norm: 6.7088 2020-07-26 08:11:14,293 - mmaction - INFO - Epoch [45][2560/3757] lr: 1.000e-04, eta: 3:25:29, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9328, loss_cls: 0.8745, loss: 0.8745, grad_norm: 6.5300 2020-07-26 08:11:26,537 - mmaction - INFO - Epoch [45][2580/3757] lr: 1.000e-04, eta: 3:25:17, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9556, loss: 0.9556, grad_norm: 6.5892 2020-07-26 08:11:38,684 - mmaction - INFO - Epoch [45][2600/3757] lr: 1.000e-04, eta: 3:25:04, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9250, loss_cls: 0.9342, loss: 0.9342, grad_norm: 6.5984 2020-07-26 08:11:50,834 - mmaction - INFO - Epoch [45][2620/3757] lr: 1.000e-04, eta: 3:24:52, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9234, loss_cls: 0.9285, loss: 0.9285, grad_norm: 6.6958 2020-07-26 08:12:03,014 - mmaction - INFO - Epoch [45][2640/3757] lr: 1.000e-04, eta: 3:24:40, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9510, loss: 0.9510, grad_norm: 6.6287 2020-07-26 08:12:15,388 - mmaction - INFO - Epoch [45][2660/3757] lr: 1.000e-04, eta: 3:24:27, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7828, top5_acc: 0.9234, loss_cls: 0.8911, loss: 0.8911, grad_norm: 6.4162 2020-07-26 08:12:27,658 - mmaction - INFO - Epoch [45][2680/3757] lr: 1.000e-04, eta: 3:24:15, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9023, loss_cls: 1.0182, loss: 1.0182, grad_norm: 6.7732 2020-07-26 08:12:39,799 - mmaction - INFO - Epoch [45][2700/3757] lr: 1.000e-04, eta: 3:24:02, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9039, loss_cls: 1.0373, loss: 1.0373, grad_norm: 6.6388 2020-07-26 08:12:51,981 - mmaction - INFO - Epoch [45][2720/3757] lr: 1.000e-04, eta: 3:23:50, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 1.0096, loss: 1.0096, grad_norm: 6.8267 2020-07-26 08:13:04,160 - mmaction - INFO - Epoch [45][2740/3757] lr: 1.000e-04, eta: 3:23:38, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9109, loss_cls: 0.9356, loss: 0.9356, grad_norm: 6.4901 2020-07-26 08:13:16,317 - mmaction - INFO - Epoch [45][2760/3757] lr: 1.000e-04, eta: 3:23:25, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9242, loss_cls: 0.9361, loss: 0.9361, grad_norm: 6.7461 2020-07-26 08:13:28,593 - mmaction - INFO - Epoch [45][2780/3757] lr: 1.000e-04, eta: 3:23:13, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9250, loss_cls: 0.9755, loss: 0.9755, grad_norm: 6.8298 2020-07-26 08:13:40,776 - mmaction - INFO - Epoch [45][2800/3757] lr: 1.000e-04, eta: 3:23:01, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9242, loss_cls: 0.8772, loss: 0.8772, grad_norm: 6.3852 2020-07-26 08:13:52,957 - mmaction - INFO - Epoch [45][2820/3757] lr: 1.000e-04, eta: 3:22:48, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9203, loss_cls: 0.9999, loss: 0.9999, grad_norm: 6.8293 2020-07-26 08:14:05,182 - mmaction - INFO - Epoch [45][2840/3757] lr: 1.000e-04, eta: 3:22:36, time: 0.611, data_time: 0.002, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9133, loss_cls: 0.9528, loss: 0.9528, grad_norm: 6.6549 2020-07-26 08:14:17,412 - mmaction - INFO - Epoch [45][2860/3757] lr: 1.000e-04, eta: 3:22:24, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9321, loss: 0.9321, grad_norm: 6.6135 2020-07-26 08:14:29,617 - mmaction - INFO - Epoch [45][2880/3757] lr: 1.000e-04, eta: 3:22:11, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.0949, loss: 1.0949, grad_norm: 6.9706 2020-07-26 08:14:41,812 - mmaction - INFO - Epoch [45][2900/3757] lr: 1.000e-04, eta: 3:21:59, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.5654 2020-07-26 08:14:53,991 - mmaction - INFO - Epoch [45][2920/3757] lr: 1.000e-04, eta: 3:21:47, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 0.9982, loss: 0.9982, grad_norm: 6.7464 2020-07-26 08:15:06,323 - mmaction - INFO - Epoch [45][2940/3757] lr: 1.000e-04, eta: 3:21:34, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9016, loss_cls: 1.0592, loss: 1.0592, grad_norm: 6.7890 2020-07-26 08:15:18,441 - mmaction - INFO - Epoch [45][2960/3757] lr: 1.000e-04, eta: 3:21:22, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9543, loss: 0.9543, grad_norm: 6.4923 2020-07-26 08:15:30,826 - mmaction - INFO - Epoch [45][2980/3757] lr: 1.000e-04, eta: 3:21:10, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9023, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.7288 2020-07-26 08:15:43,004 - mmaction - INFO - Epoch [45][3000/3757] lr: 1.000e-04, eta: 3:20:57, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9203, loss_cls: 0.9135, loss: 0.9135, grad_norm: 6.4272 2020-07-26 08:15:55,258 - mmaction - INFO - Epoch [45][3020/3757] lr: 1.000e-04, eta: 3:20:45, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 0.9752, loss: 0.9752, grad_norm: 6.8097 2020-07-26 08:16:07,379 - mmaction - INFO - Epoch [45][3040/3757] lr: 1.000e-04, eta: 3:20:32, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8301, loss: 0.8301, grad_norm: 6.1244 2020-07-26 08:16:19,539 - mmaction - INFO - Epoch [45][3060/3757] lr: 1.000e-04, eta: 3:20:20, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9086, loss_cls: 1.0093, loss: 1.0093, grad_norm: 6.7063 2020-07-26 08:16:31,682 - mmaction - INFO - Epoch [45][3080/3757] lr: 1.000e-04, eta: 3:20:08, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0459, loss: 1.0459, grad_norm: 6.6652 2020-07-26 08:16:43,884 - mmaction - INFO - Epoch [45][3100/3757] lr: 1.000e-04, eta: 3:19:55, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9000, loss_cls: 1.0222, loss: 1.0222, grad_norm: 6.5863 2020-07-26 08:16:56,020 - mmaction - INFO - Epoch [45][3120/3757] lr: 1.000e-04, eta: 3:19:43, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9187, loss_cls: 0.9979, loss: 0.9979, grad_norm: 6.8507 2020-07-26 08:17:08,102 - mmaction - INFO - Epoch [45][3140/3757] lr: 1.000e-04, eta: 3:19:31, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9062, loss_cls: 0.9984, loss: 0.9984, grad_norm: 6.7380 2020-07-26 08:17:20,328 - mmaction - INFO - Epoch [45][3160/3757] lr: 1.000e-04, eta: 3:19:18, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9195, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.6149 2020-07-26 08:17:32,571 - mmaction - INFO - Epoch [45][3180/3757] lr: 1.000e-04, eta: 3:19:06, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9141, loss_cls: 0.9471, loss: 0.9471, grad_norm: 6.5133 2020-07-26 08:17:44,788 - mmaction - INFO - Epoch [45][3200/3757] lr: 1.000e-04, eta: 3:18:54, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 0.9648, loss: 0.9648, grad_norm: 6.4201 2020-07-26 08:17:56,961 - mmaction - INFO - Epoch [45][3220/3757] lr: 1.000e-04, eta: 3:18:41, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 0.9912, loss: 0.9912, grad_norm: 6.4839 2020-07-26 08:18:09,251 - mmaction - INFO - Epoch [45][3240/3757] lr: 1.000e-04, eta: 3:18:29, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9062, loss_cls: 1.0525, loss: 1.0525, grad_norm: 7.0460 2020-07-26 08:18:21,352 - mmaction - INFO - Epoch [45][3260/3757] lr: 1.000e-04, eta: 3:18:17, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9219, loss_cls: 0.9378, loss: 0.9378, grad_norm: 6.4535 2020-07-26 08:18:33,678 - mmaction - INFO - Epoch [45][3280/3757] lr: 1.000e-04, eta: 3:18:04, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9449, loss: 0.9449, grad_norm: 6.6596 2020-07-26 08:18:45,772 - mmaction - INFO - Epoch [45][3300/3757] lr: 1.000e-04, eta: 3:17:52, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9441, loss: 0.9441, grad_norm: 6.4875 2020-07-26 08:18:57,970 - mmaction - INFO - Epoch [45][3320/3757] lr: 1.000e-04, eta: 3:17:39, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9195, loss_cls: 0.9444, loss: 0.9444, grad_norm: 6.5894 2020-07-26 08:19:10,124 - mmaction - INFO - Epoch [45][3340/3757] lr: 1.000e-04, eta: 3:17:27, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9117, loss_cls: 0.9465, loss: 0.9465, grad_norm: 6.4924 2020-07-26 08:19:22,401 - mmaction - INFO - Epoch [45][3360/3757] lr: 1.000e-04, eta: 3:17:15, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9172, loss_cls: 0.9909, loss: 0.9909, grad_norm: 6.7999 2020-07-26 08:19:34,520 - mmaction - INFO - Epoch [45][3380/3757] lr: 1.000e-04, eta: 3:17:02, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7453, top5_acc: 0.8992, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.6917 2020-07-26 08:19:46,887 - mmaction - INFO - Epoch [45][3400/3757] lr: 1.000e-04, eta: 3:16:50, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9000, loss_cls: 1.0384, loss: 1.0384, grad_norm: 6.5815 2020-07-26 08:19:59,247 - mmaction - INFO - Epoch [45][3420/3757] lr: 1.000e-04, eta: 3:16:38, time: 0.623, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9078, loss_cls: 1.0163, loss: 1.0163, grad_norm: 6.7315 2020-07-26 08:20:11,481 - mmaction - INFO - Epoch [45][3440/3757] lr: 1.000e-04, eta: 3:16:25, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.8953, loss_cls: 1.0405, loss: 1.0405, grad_norm: 6.8514 2020-07-26 08:20:23,592 - mmaction - INFO - Epoch [45][3460/3757] lr: 1.000e-04, eta: 3:16:13, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9541, loss: 0.9541, grad_norm: 6.5847 2020-07-26 08:20:35,769 - mmaction - INFO - Epoch [45][3480/3757] lr: 1.000e-04, eta: 3:16:01, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9195, loss_cls: 1.0017, loss: 1.0017, grad_norm: 6.8148 2020-07-26 08:20:47,801 - mmaction - INFO - Epoch [45][3500/3757] lr: 1.000e-04, eta: 3:15:48, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9086, loss_cls: 0.9900, loss: 0.9900, grad_norm: 6.8047 2020-07-26 08:20:59,904 - mmaction - INFO - Epoch [45][3520/3757] lr: 1.000e-04, eta: 3:15:36, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9828, loss: 0.9828, grad_norm: 6.6022 2020-07-26 08:21:12,100 - mmaction - INFO - Epoch [45][3540/3757] lr: 1.000e-04, eta: 3:15:24, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 0.9973, loss: 0.9973, grad_norm: 6.6979 2020-07-26 08:21:24,277 - mmaction - INFO - Epoch [45][3560/3757] lr: 1.000e-04, eta: 3:15:11, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9164, loss_cls: 0.9439, loss: 0.9439, grad_norm: 6.4413 2020-07-26 08:21:36,486 - mmaction - INFO - Epoch [45][3580/3757] lr: 1.000e-04, eta: 3:14:59, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 0.9705, loss: 0.9705, grad_norm: 6.7801 2020-07-26 08:21:48,677 - mmaction - INFO - Epoch [45][3600/3757] lr: 1.000e-04, eta: 3:14:46, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7734, top5_acc: 0.9109, loss_cls: 0.9451, loss: 0.9451, grad_norm: 6.4044 2020-07-26 08:22:00,703 - mmaction - INFO - Epoch [45][3620/3757] lr: 1.000e-04, eta: 3:14:34, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 1.0332, loss: 1.0332, grad_norm: 6.9072 2020-07-26 08:22:12,828 - mmaction - INFO - Epoch [45][3640/3757] lr: 1.000e-04, eta: 3:14:22, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9133, loss_cls: 0.9578, loss: 0.9578, grad_norm: 6.5629 2020-07-26 08:22:25,674 - mmaction - INFO - Epoch [45][3660/3757] lr: 1.000e-04, eta: 3:14:09, time: 0.641, data_time: 0.004, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9148, loss_cls: 0.9219, loss: 0.9219, grad_norm: 6.2337 2020-07-26 08:22:38,024 - mmaction - INFO - Epoch [45][3680/3757] lr: 1.000e-04, eta: 3:13:57, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9070, loss_cls: 0.9793, loss: 0.9793, grad_norm: 6.5405 2020-07-26 08:22:50,197 - mmaction - INFO - Epoch [45][3700/3757] lr: 1.000e-04, eta: 3:13:45, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7781, top5_acc: 0.9227, loss_cls: 0.9137, loss: 0.9137, grad_norm: 6.3927 2020-07-26 08:23:02,816 - mmaction - INFO - Epoch [45][3720/3757] lr: 1.000e-04, eta: 3:13:32, time: 0.627, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9164, loss_cls: 1.0214, loss: 1.0214, grad_norm: 6.8564 2020-07-26 08:23:15,034 - mmaction - INFO - Epoch [45][3740/3757] lr: 1.000e-04, eta: 3:13:20, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9141, loss_cls: 0.9381, loss: 0.9381, grad_norm: 6.5188 2020-07-26 08:23:25,440 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-07-26 08:23:50,665 - mmaction - INFO - Epoch [46][20/3757] lr: 1.000e-04, eta: 3:12:57, time: 1.229, data_time: 0.569, memory: 7079, top1_acc: 0.7727, top5_acc: 0.9164, loss_cls: 0.8914, loss: 0.8914, grad_norm: 6.2007 2020-07-26 08:24:02,648 - mmaction - INFO - Epoch [46][40/3757] lr: 1.000e-04, eta: 3:12:45, time: 0.599, data_time: 0.003, memory: 7079, top1_acc: 0.7922, top5_acc: 0.9219, loss_cls: 0.9076, loss: 0.9076, grad_norm: 6.2062 2020-07-26 08:24:14,823 - mmaction - INFO - Epoch [46][60/3757] lr: 1.000e-04, eta: 3:12:33, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.9255, loss: 0.9255, grad_norm: 6.3401 2020-07-26 08:24:27,037 - mmaction - INFO - Epoch [46][80/3757] lr: 1.000e-04, eta: 3:12:20, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9031, loss_cls: 1.0341, loss: 1.0341, grad_norm: 6.7571 2020-07-26 08:24:39,013 - mmaction - INFO - Epoch [46][100/3757] lr: 1.000e-04, eta: 3:12:08, time: 0.598, data_time: 0.002, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.8278 2020-07-26 08:24:51,286 - mmaction - INFO - Epoch [46][120/3757] lr: 1.000e-04, eta: 3:11:56, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9203, loss_cls: 0.9191, loss: 0.9191, grad_norm: 6.3304 2020-07-26 08:25:03,410 - mmaction - INFO - Epoch [46][140/3757] lr: 1.000e-04, eta: 3:11:43, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9172, loss_cls: 0.9533, loss: 0.9533, grad_norm: 6.7352 2020-07-26 08:25:15,460 - mmaction - INFO - Epoch [46][160/3757] lr: 1.000e-04, eta: 3:11:31, time: 0.602, data_time: 0.002, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9148, loss_cls: 1.0383, loss: 1.0383, grad_norm: 6.7068 2020-07-26 08:25:27,691 - mmaction - INFO - Epoch [46][180/3757] lr: 1.000e-04, eta: 3:11:19, time: 0.611, data_time: 0.002, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9281, loss_cls: 0.9013, loss: 0.9013, grad_norm: 6.3876 2020-07-26 08:25:39,921 - mmaction - INFO - Epoch [46][200/3757] lr: 1.000e-04, eta: 3:11:06, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9172, loss_cls: 0.9509, loss: 0.9509, grad_norm: 6.4260 2020-07-26 08:25:52,030 - mmaction - INFO - Epoch [46][220/3757] lr: 1.000e-04, eta: 3:10:54, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 1.0134, loss: 1.0134, grad_norm: 6.9067 2020-07-26 08:26:04,097 - mmaction - INFO - Epoch [46][240/3757] lr: 1.000e-04, eta: 3:10:41, time: 0.598, data_time: 0.005, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9156, loss_cls: 0.9647, loss: 0.9647, grad_norm: 6.6732 2020-07-26 08:26:16,093 - mmaction - INFO - Epoch [46][260/3757] lr: 1.000e-04, eta: 3:10:29, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9102, loss_cls: 0.9543, loss: 0.9543, grad_norm: 6.5037 2020-07-26 08:26:28,354 - mmaction - INFO - Epoch [46][280/3757] lr: 1.000e-04, eta: 3:10:17, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9039, loss_cls: 0.9911, loss: 0.9911, grad_norm: 6.5155 2020-07-26 08:26:40,709 - mmaction - INFO - Epoch [46][300/3757] lr: 1.000e-04, eta: 3:10:04, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9078, loss_cls: 0.9775, loss: 0.9775, grad_norm: 6.4930 2020-07-26 08:26:52,772 - mmaction - INFO - Epoch [46][320/3757] lr: 1.000e-04, eta: 3:09:52, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9289, loss_cls: 0.9218, loss: 0.9218, grad_norm: 6.5478 2020-07-26 08:27:05,104 - mmaction - INFO - Epoch [46][340/3757] lr: 1.000e-04, eta: 3:09:40, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 0.9811, loss: 0.9811, grad_norm: 6.4790 2020-07-26 08:27:17,049 - mmaction - INFO - Epoch [46][360/3757] lr: 1.000e-04, eta: 3:09:27, time: 0.601, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9086, loss_cls: 0.9764, loss: 0.9764, grad_norm: 6.5180 2020-07-26 08:27:29,443 - mmaction - INFO - Epoch [46][380/3757] lr: 1.000e-04, eta: 3:09:15, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9094, loss_cls: 0.9792, loss: 0.9792, grad_norm: 6.5230 2020-07-26 08:27:41,551 - mmaction - INFO - Epoch [46][400/3757] lr: 1.000e-04, eta: 3:09:03, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9109, loss_cls: 1.0022, loss: 1.0022, grad_norm: 6.6938 2020-07-26 08:27:53,818 - mmaction - INFO - Epoch [46][420/3757] lr: 1.000e-04, eta: 3:08:50, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9258, loss_cls: 0.9287, loss: 0.9287, grad_norm: 6.3629 2020-07-26 08:28:06,025 - mmaction - INFO - Epoch [46][440/3757] lr: 1.000e-04, eta: 3:08:38, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9211, loss_cls: 0.9284, loss: 0.9284, grad_norm: 6.5093 2020-07-26 08:28:18,289 - mmaction - INFO - Epoch [46][460/3757] lr: 1.000e-04, eta: 3:08:26, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9203, loss_cls: 0.9518, loss: 0.9518, grad_norm: 6.6063 2020-07-26 08:28:30,383 - mmaction - INFO - Epoch [46][480/3757] lr: 1.000e-04, eta: 3:08:13, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9094, loss_cls: 0.9687, loss: 0.9687, grad_norm: 6.6082 2020-07-26 08:28:42,589 - mmaction - INFO - Epoch [46][500/3757] lr: 1.000e-04, eta: 3:08:01, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 0.9726, loss: 0.9726, grad_norm: 6.6452 2020-07-26 08:28:54,593 - mmaction - INFO - Epoch [46][520/3757] lr: 1.000e-04, eta: 3:07:48, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0180, loss: 1.0180, grad_norm: 6.8670 2020-07-26 08:29:06,799 - mmaction - INFO - Epoch [46][540/3757] lr: 1.000e-04, eta: 3:07:36, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9164, loss_cls: 1.0226, loss: 1.0226, grad_norm: 6.8204 2020-07-26 08:29:18,801 - mmaction - INFO - Epoch [46][560/3757] lr: 1.000e-04, eta: 3:07:24, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0551, loss: 1.0551, grad_norm: 6.9040 2020-07-26 08:29:31,184 - mmaction - INFO - Epoch [46][580/3757] lr: 1.000e-04, eta: 3:07:11, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 0.9931, loss: 0.9931, grad_norm: 6.6616 2020-07-26 08:29:43,371 - mmaction - INFO - Epoch [46][600/3757] lr: 1.000e-04, eta: 3:06:59, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.7881 2020-07-26 08:29:55,755 - mmaction - INFO - Epoch [46][620/3757] lr: 1.000e-04, eta: 3:06:47, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9039, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.7913 2020-07-26 08:30:07,802 - mmaction - INFO - Epoch [46][640/3757] lr: 1.000e-04, eta: 3:06:34, time: 0.610, data_time: 0.010, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9289, loss_cls: 0.8911, loss: 0.8911, grad_norm: 6.4551 2020-07-26 08:30:20,058 - mmaction - INFO - Epoch [46][660/3757] lr: 1.000e-04, eta: 3:06:22, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7727, top5_acc: 0.9234, loss_cls: 0.8895, loss: 0.8895, grad_norm: 6.3586 2020-07-26 08:30:32,221 - mmaction - INFO - Epoch [46][680/3757] lr: 1.000e-04, eta: 3:06:10, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9094, loss_cls: 0.9639, loss: 0.9639, grad_norm: 6.4942 2020-07-26 08:30:44,430 - mmaction - INFO - Epoch [46][700/3757] lr: 1.000e-04, eta: 3:05:57, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 0.9978, loss: 0.9978, grad_norm: 6.6413 2020-07-26 08:30:56,453 - mmaction - INFO - Epoch [46][720/3757] lr: 1.000e-04, eta: 3:05:45, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.7729 2020-07-26 08:31:08,621 - mmaction - INFO - Epoch [46][740/3757] lr: 1.000e-04, eta: 3:05:33, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 0.9907, loss: 0.9907, grad_norm: 6.7822 2020-07-26 08:31:20,766 - mmaction - INFO - Epoch [46][760/3757] lr: 1.000e-04, eta: 3:05:20, time: 0.611, data_time: 0.009, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9219, loss_cls: 0.9308, loss: 0.9308, grad_norm: 6.5409 2020-07-26 08:31:32,927 - mmaction - INFO - Epoch [46][780/3757] lr: 1.000e-04, eta: 3:05:08, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9889, loss: 0.9889, grad_norm: 6.6785 2020-07-26 08:31:45,075 - mmaction - INFO - Epoch [46][800/3757] lr: 1.000e-04, eta: 3:04:55, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 0.9866, loss: 0.9866, grad_norm: 6.7776 2020-07-26 08:31:57,257 - mmaction - INFO - Epoch [46][820/3757] lr: 1.000e-04, eta: 3:04:43, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9250, loss_cls: 0.9557, loss: 0.9557, grad_norm: 6.7198 2020-07-26 08:32:09,451 - mmaction - INFO - Epoch [46][840/3757] lr: 1.000e-04, eta: 3:04:31, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9219, loss_cls: 0.8857, loss: 0.8857, grad_norm: 6.2530 2020-07-26 08:32:21,621 - mmaction - INFO - Epoch [46][860/3757] lr: 1.000e-04, eta: 3:04:18, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0421, loss: 1.0421, grad_norm: 6.7864 2020-07-26 08:32:33,708 - mmaction - INFO - Epoch [46][880/3757] lr: 1.000e-04, eta: 3:04:06, time: 0.608, data_time: 0.009, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 1.0125, loss: 1.0125, grad_norm: 6.6223 2020-07-26 08:32:46,043 - mmaction - INFO - Epoch [46][900/3757] lr: 1.000e-04, eta: 3:03:54, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9172, loss_cls: 0.9857, loss: 0.9857, grad_norm: 6.8193 2020-07-26 08:32:58,190 - mmaction - INFO - Epoch [46][920/3757] lr: 1.000e-04, eta: 3:03:41, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9102, loss_cls: 1.0057, loss: 1.0057, grad_norm: 6.6628 2020-07-26 08:33:10,445 - mmaction - INFO - Epoch [46][940/3757] lr: 1.000e-04, eta: 3:03:29, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 0.9799, loss: 0.9799, grad_norm: 6.7815 2020-07-26 08:33:22,591 - mmaction - INFO - Epoch [46][960/3757] lr: 1.000e-04, eta: 3:03:17, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9016, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.8969 2020-07-26 08:33:34,973 - mmaction - INFO - Epoch [46][980/3757] lr: 1.000e-04, eta: 3:03:04, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.7248 2020-07-26 08:33:47,166 - mmaction - INFO - Epoch [46][1000/3757] lr: 1.000e-04, eta: 3:02:52, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9219, loss_cls: 0.9522, loss: 0.9522, grad_norm: 6.7134 2020-07-26 08:33:59,257 - mmaction - INFO - Epoch [46][1020/3757] lr: 1.000e-04, eta: 3:02:40, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 0.9802, loss: 0.9802, grad_norm: 6.4220 2020-07-26 08:34:11,557 - mmaction - INFO - Epoch [46][1040/3757] lr: 1.000e-04, eta: 3:02:27, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9227, loss_cls: 0.9039, loss: 0.9039, grad_norm: 6.5471 2020-07-26 08:34:23,672 - mmaction - INFO - Epoch [46][1060/3757] lr: 1.000e-04, eta: 3:02:15, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0442, loss: 1.0442, grad_norm: 6.7591 2020-07-26 08:34:35,948 - mmaction - INFO - Epoch [46][1080/3757] lr: 1.000e-04, eta: 3:02:03, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8819, loss: 0.8819, grad_norm: 6.5121 2020-07-26 08:34:48,143 - mmaction - INFO - Epoch [46][1100/3757] lr: 1.000e-04, eta: 3:01:50, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9218, loss: 0.9218, grad_norm: 6.7052 2020-07-26 08:35:00,429 - mmaction - INFO - Epoch [46][1120/3757] lr: 1.000e-04, eta: 3:01:38, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.9492, loss: 0.9492, grad_norm: 6.5751 2020-07-26 08:35:12,491 - mmaction - INFO - Epoch [46][1140/3757] lr: 1.000e-04, eta: 3:01:25, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9187, loss_cls: 0.9891, loss: 0.9891, grad_norm: 6.6111 2020-07-26 08:35:24,679 - mmaction - INFO - Epoch [46][1160/3757] lr: 1.000e-04, eta: 3:01:13, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7422, top5_acc: 0.8984, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.8175 2020-07-26 08:35:37,036 - mmaction - INFO - Epoch [46][1180/3757] lr: 1.000e-04, eta: 3:01:01, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9125, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.4782 2020-07-26 08:35:49,086 - mmaction - INFO - Epoch [46][1200/3757] lr: 1.000e-04, eta: 3:00:48, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9258, loss_cls: 0.8903, loss: 0.8903, grad_norm: 6.4512 2020-07-26 08:36:01,277 - mmaction - INFO - Epoch [46][1220/3757] lr: 1.000e-04, eta: 3:00:36, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.0592, loss: 1.0592, grad_norm: 6.9169 2020-07-26 08:36:13,465 - mmaction - INFO - Epoch [46][1240/3757] lr: 1.000e-04, eta: 3:00:24, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9102, loss_cls: 0.9950, loss: 0.9950, grad_norm: 6.7451 2020-07-26 08:36:25,699 - mmaction - INFO - Epoch [46][1260/3757] lr: 1.000e-04, eta: 3:00:11, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9265, loss: 0.9265, grad_norm: 6.4421 2020-07-26 08:36:37,890 - mmaction - INFO - Epoch [46][1280/3757] lr: 1.000e-04, eta: 2:59:59, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0148, loss: 1.0148, grad_norm: 6.6975 2020-07-26 08:36:49,973 - mmaction - INFO - Epoch [46][1300/3757] lr: 1.000e-04, eta: 2:59:47, time: 0.601, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9086, loss_cls: 0.9953, loss: 0.9953, grad_norm: 6.7272 2020-07-26 08:37:02,240 - mmaction - INFO - Epoch [46][1320/3757] lr: 1.000e-04, eta: 2:59:34, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9211, loss_cls: 0.9405, loss: 0.9405, grad_norm: 6.5650 2020-07-26 08:37:14,331 - mmaction - INFO - Epoch [46][1340/3757] lr: 1.000e-04, eta: 2:59:22, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9023, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.8134 2020-07-26 08:37:26,395 - mmaction - INFO - Epoch [46][1360/3757] lr: 1.000e-04, eta: 2:59:10, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9117, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.6791 2020-07-26 08:37:38,604 - mmaction - INFO - Epoch [46][1380/3757] lr: 1.000e-04, eta: 2:58:57, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9070, loss_cls: 0.9616, loss: 0.9616, grad_norm: 6.6699 2020-07-26 08:37:50,772 - mmaction - INFO - Epoch [46][1400/3757] lr: 1.000e-04, eta: 2:58:45, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9078, loss_cls: 0.9984, loss: 0.9984, grad_norm: 6.7075 2020-07-26 08:38:03,108 - mmaction - INFO - Epoch [46][1420/3757] lr: 1.000e-04, eta: 2:58:32, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9141, loss_cls: 0.9796, loss: 0.9796, grad_norm: 6.5205 2020-07-26 08:38:15,271 - mmaction - INFO - Epoch [46][1440/3757] lr: 1.000e-04, eta: 2:58:20, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 0.9902, loss: 0.9902, grad_norm: 6.6504 2020-07-26 08:38:27,437 - mmaction - INFO - Epoch [46][1460/3757] lr: 1.000e-04, eta: 2:58:08, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9133, loss_cls: 0.9414, loss: 0.9414, grad_norm: 6.5904 2020-07-26 08:38:39,588 - mmaction - INFO - Epoch [46][1480/3757] lr: 1.000e-04, eta: 2:57:55, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.9368, loss: 0.9368, grad_norm: 6.5663 2020-07-26 08:38:51,964 - mmaction - INFO - Epoch [46][1500/3757] lr: 1.000e-04, eta: 2:57:43, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.7963 2020-07-26 08:39:04,123 - mmaction - INFO - Epoch [46][1520/3757] lr: 1.000e-04, eta: 2:57:31, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 1.0028, loss: 1.0028, grad_norm: 6.7885 2020-07-26 08:39:16,282 - mmaction - INFO - Epoch [46][1540/3757] lr: 1.000e-04, eta: 2:57:18, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9125, loss_cls: 0.9479, loss: 0.9479, grad_norm: 6.5640 2020-07-26 08:39:28,288 - mmaction - INFO - Epoch [46][1560/3757] lr: 1.000e-04, eta: 2:57:06, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 1.0150, loss: 1.0150, grad_norm: 6.8041 2020-07-26 08:39:41,496 - mmaction - INFO - Epoch [46][1580/3757] lr: 1.000e-04, eta: 2:56:54, time: 0.656, data_time: 0.054, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9047, loss_cls: 0.9872, loss: 0.9872, grad_norm: 6.6467 2020-07-26 08:39:53,580 - mmaction - INFO - Epoch [46][1600/3757] lr: 1.000e-04, eta: 2:56:41, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9133, loss_cls: 1.0026, loss: 1.0026, grad_norm: 6.7498 2020-07-26 08:40:05,920 - mmaction - INFO - Epoch [46][1620/3757] lr: 1.000e-04, eta: 2:56:29, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9227, loss_cls: 0.9204, loss: 0.9204, grad_norm: 6.6506 2020-07-26 08:40:18,279 - mmaction - INFO - Epoch [46][1640/3757] lr: 1.000e-04, eta: 2:56:17, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9180, loss_cls: 0.9153, loss: 0.9153, grad_norm: 6.3242 2020-07-26 08:40:30,436 - mmaction - INFO - Epoch [46][1660/3757] lr: 1.000e-04, eta: 2:56:04, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9227, loss_cls: 0.9123, loss: 0.9123, grad_norm: 6.7052 2020-07-26 08:40:42,386 - mmaction - INFO - Epoch [46][1680/3757] lr: 1.000e-04, eta: 2:55:52, time: 0.599, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9258, loss_cls: 0.8851, loss: 0.8851, grad_norm: 6.5328 2020-07-26 08:40:54,539 - mmaction - INFO - Epoch [46][1700/3757] lr: 1.000e-04, eta: 2:55:40, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9078, loss_cls: 1.0114, loss: 1.0114, grad_norm: 6.6823 2020-07-26 08:41:06,738 - mmaction - INFO - Epoch [46][1720/3757] lr: 1.000e-04, eta: 2:55:27, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9187, loss_cls: 0.9459, loss: 0.9459, grad_norm: 6.5256 2020-07-26 08:41:18,883 - mmaction - INFO - Epoch [46][1740/3757] lr: 1.000e-04, eta: 2:55:15, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.8055 2020-07-26 08:41:31,119 - mmaction - INFO - Epoch [46][1760/3757] lr: 1.000e-04, eta: 2:55:03, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9513, loss: 0.9513, grad_norm: 6.5779 2020-07-26 08:41:43,304 - mmaction - INFO - Epoch [46][1780/3757] lr: 1.000e-04, eta: 2:54:50, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9070, loss_cls: 0.9682, loss: 0.9682, grad_norm: 6.6798 2020-07-26 08:41:55,604 - mmaction - INFO - Epoch [46][1800/3757] lr: 1.000e-04, eta: 2:54:38, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9187, loss_cls: 0.9663, loss: 0.9663, grad_norm: 6.6131 2020-07-26 08:42:07,899 - mmaction - INFO - Epoch [46][1820/3757] lr: 1.000e-04, eta: 2:54:26, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 0.9815, loss: 0.9815, grad_norm: 6.8281 2020-07-26 08:42:20,093 - mmaction - INFO - Epoch [46][1840/3757] lr: 1.000e-04, eta: 2:54:13, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.6735 2020-07-26 08:42:32,323 - mmaction - INFO - Epoch [46][1860/3757] lr: 1.000e-04, eta: 2:54:01, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9180, loss_cls: 0.9553, loss: 0.9553, grad_norm: 6.6828 2020-07-26 08:42:44,513 - mmaction - INFO - Epoch [46][1880/3757] lr: 1.000e-04, eta: 2:53:48, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.8301 2020-07-26 08:42:56,799 - mmaction - INFO - Epoch [46][1900/3757] lr: 1.000e-04, eta: 2:53:36, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9023, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.7286 2020-07-26 08:43:08,932 - mmaction - INFO - Epoch [46][1920/3757] lr: 1.000e-04, eta: 2:53:24, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9133, loss_cls: 1.0135, loss: 1.0135, grad_norm: 6.8210 2020-07-26 08:43:21,228 - mmaction - INFO - Epoch [46][1940/3757] lr: 1.000e-04, eta: 2:53:11, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9219, loss_cls: 0.9494, loss: 0.9494, grad_norm: 6.5085 2020-07-26 08:43:33,281 - mmaction - INFO - Epoch [46][1960/3757] lr: 1.000e-04, eta: 2:52:59, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9156, loss_cls: 0.9685, loss: 0.9685, grad_norm: 6.6492 2020-07-26 08:43:45,592 - mmaction - INFO - Epoch [46][1980/3757] lr: 1.000e-04, eta: 2:52:47, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9203, loss_cls: 0.9459, loss: 0.9459, grad_norm: 6.5044 2020-07-26 08:43:57,643 - mmaction - INFO - Epoch [46][2000/3757] lr: 1.000e-04, eta: 2:52:34, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9086, loss_cls: 0.9634, loss: 0.9634, grad_norm: 6.6318 2020-07-26 08:44:09,922 - mmaction - INFO - Epoch [46][2020/3757] lr: 1.000e-04, eta: 2:52:22, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.7367 2020-07-26 08:44:22,021 - mmaction - INFO - Epoch [46][2040/3757] lr: 1.000e-04, eta: 2:52:10, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7695, top5_acc: 0.9164, loss_cls: 0.9270, loss: 0.9270, grad_norm: 6.5109 2020-07-26 08:44:34,229 - mmaction - INFO - Epoch [46][2060/3757] lr: 1.000e-04, eta: 2:51:57, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7703, top5_acc: 0.9203, loss_cls: 0.9162, loss: 0.9162, grad_norm: 6.5615 2020-07-26 08:44:46,375 - mmaction - INFO - Epoch [46][2080/3757] lr: 1.000e-04, eta: 2:51:45, time: 0.613, data_time: 0.010, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 0.9991, loss: 0.9991, grad_norm: 6.5786 2020-07-26 08:44:58,628 - mmaction - INFO - Epoch [46][2100/3757] lr: 1.000e-04, eta: 2:51:33, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9086, loss_cls: 0.9887, loss: 0.9887, grad_norm: 6.5815 2020-07-26 08:45:10,893 - mmaction - INFO - Epoch [46][2120/3757] lr: 1.000e-04, eta: 2:51:20, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9141, loss_cls: 1.0361, loss: 1.0361, grad_norm: 6.8769 2020-07-26 08:45:23,001 - mmaction - INFO - Epoch [46][2140/3757] lr: 1.000e-04, eta: 2:51:08, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9148, loss_cls: 0.9806, loss: 0.9806, grad_norm: 6.5461 2020-07-26 08:45:35,861 - mmaction - INFO - Epoch [46][2160/3757] lr: 1.000e-04, eta: 2:50:56, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9281, loss_cls: 0.9083, loss: 0.9083, grad_norm: 6.4473 2020-07-26 08:45:47,859 - mmaction - INFO - Epoch [46][2180/3757] lr: 1.000e-04, eta: 2:50:43, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9062, loss_cls: 1.0173, loss: 1.0173, grad_norm: 6.8317 2020-07-26 08:46:00,174 - mmaction - INFO - Epoch [46][2200/3757] lr: 1.000e-04, eta: 2:50:31, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8878, loss: 0.8878, grad_norm: 6.3670 2020-07-26 08:46:12,257 - mmaction - INFO - Epoch [46][2220/3757] lr: 1.000e-04, eta: 2:50:19, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0260, loss: 1.0260, grad_norm: 6.7027 2020-07-26 08:46:24,611 - mmaction - INFO - Epoch [46][2240/3757] lr: 1.000e-04, eta: 2:50:06, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9203, loss_cls: 0.9802, loss: 0.9802, grad_norm: 6.7773 2020-07-26 08:46:36,738 - mmaction - INFO - Epoch [46][2260/3757] lr: 1.000e-04, eta: 2:49:54, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.6874 2020-07-26 08:46:49,037 - mmaction - INFO - Epoch [46][2280/3757] lr: 1.000e-04, eta: 2:49:41, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 0.9603, loss: 0.9603, grad_norm: 6.4324 2020-07-26 08:47:01,232 - mmaction - INFO - Epoch [46][2300/3757] lr: 1.000e-04, eta: 2:49:29, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 1.0078, loss: 1.0078, grad_norm: 6.6420 2020-07-26 08:47:13,429 - mmaction - INFO - Epoch [46][2320/3757] lr: 1.000e-04, eta: 2:49:17, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9078, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.9577 2020-07-26 08:47:25,484 - mmaction - INFO - Epoch [46][2340/3757] lr: 1.000e-04, eta: 2:49:04, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7367, top5_acc: 0.8953, loss_cls: 1.0070, loss: 1.0070, grad_norm: 6.6163 2020-07-26 08:47:37,708 - mmaction - INFO - Epoch [46][2360/3757] lr: 1.000e-04, eta: 2:48:52, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9277, loss: 0.9277, grad_norm: 6.6446 2020-07-26 08:47:49,779 - mmaction - INFO - Epoch [46][2380/3757] lr: 1.000e-04, eta: 2:48:40, time: 0.609, data_time: 0.009, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9070, loss_cls: 1.0214, loss: 1.0214, grad_norm: 6.6756 2020-07-26 08:48:02,125 - mmaction - INFO - Epoch [46][2400/3757] lr: 1.000e-04, eta: 2:48:27, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9109, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.8873 2020-07-26 08:48:14,357 - mmaction - INFO - Epoch [46][2420/3757] lr: 1.000e-04, eta: 2:48:15, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 0.9862, loss: 0.9862, grad_norm: 6.5917 2020-07-26 08:48:26,538 - mmaction - INFO - Epoch [46][2440/3757] lr: 1.000e-04, eta: 2:48:03, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.5634 2020-07-26 08:48:38,654 - mmaction - INFO - Epoch [46][2460/3757] lr: 1.000e-04, eta: 2:47:50, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.6562 2020-07-26 08:48:50,801 - mmaction - INFO - Epoch [46][2480/3757] lr: 1.000e-04, eta: 2:47:38, time: 0.602, data_time: 0.005, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 0.9998, loss: 0.9998, grad_norm: 6.6729 2020-07-26 08:49:02,974 - mmaction - INFO - Epoch [46][2500/3757] lr: 1.000e-04, eta: 2:47:26, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.5648 2020-07-26 08:49:15,319 - mmaction - INFO - Epoch [46][2520/3757] lr: 1.000e-04, eta: 2:47:13, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9266, loss_cls: 0.9368, loss: 0.9368, grad_norm: 6.4687 2020-07-26 08:49:27,363 - mmaction - INFO - Epoch [46][2540/3757] lr: 1.000e-04, eta: 2:47:01, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9835, loss: 0.9835, grad_norm: 6.7384 2020-07-26 08:49:39,659 - mmaction - INFO - Epoch [46][2560/3757] lr: 1.000e-04, eta: 2:46:49, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9078, loss_cls: 1.0137, loss: 1.0137, grad_norm: 6.7346 2020-07-26 08:49:51,755 - mmaction - INFO - Epoch [46][2580/3757] lr: 1.000e-04, eta: 2:46:36, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9070, loss_cls: 1.0119, loss: 1.0119, grad_norm: 7.0616 2020-07-26 08:50:03,873 - mmaction - INFO - Epoch [46][2600/3757] lr: 1.000e-04, eta: 2:46:24, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.7668 2020-07-26 08:50:15,928 - mmaction - INFO - Epoch [46][2620/3757] lr: 1.000e-04, eta: 2:46:11, time: 0.601, data_time: 0.002, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9039, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.8258 2020-07-26 08:50:28,305 - mmaction - INFO - Epoch [46][2640/3757] lr: 1.000e-04, eta: 2:45:59, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9055, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.7901 2020-07-26 08:50:40,387 - mmaction - INFO - Epoch [46][2660/3757] lr: 1.000e-04, eta: 2:45:47, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9180, loss_cls: 0.9344, loss: 0.9344, grad_norm: 6.5864 2020-07-26 08:50:52,595 - mmaction - INFO - Epoch [46][2680/3757] lr: 1.000e-04, eta: 2:45:34, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9187, loss_cls: 0.9459, loss: 0.9459, grad_norm: 6.6170 2020-07-26 08:51:04,802 - mmaction - INFO - Epoch [46][2700/3757] lr: 1.000e-04, eta: 2:45:22, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9180, loss_cls: 0.9723, loss: 0.9723, grad_norm: 6.5195 2020-07-26 08:51:16,958 - mmaction - INFO - Epoch [46][2720/3757] lr: 1.000e-04, eta: 2:45:10, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9133, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.2872 2020-07-26 08:51:29,043 - mmaction - INFO - Epoch [46][2740/3757] lr: 1.000e-04, eta: 2:44:57, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9094, loss_cls: 0.9652, loss: 0.9652, grad_norm: 6.7183 2020-07-26 08:51:41,297 - mmaction - INFO - Epoch [46][2760/3757] lr: 1.000e-04, eta: 2:44:45, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 1.0225, loss: 1.0225, grad_norm: 6.6461 2020-07-26 08:51:53,378 - mmaction - INFO - Epoch [46][2780/3757] lr: 1.000e-04, eta: 2:44:33, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9180, loss_cls: 0.9280, loss: 0.9280, grad_norm: 6.5997 2020-07-26 08:52:05,647 - mmaction - INFO - Epoch [46][2800/3757] lr: 1.000e-04, eta: 2:44:20, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7789, top5_acc: 0.9203, loss_cls: 0.9129, loss: 0.9129, grad_norm: 6.3520 2020-07-26 08:52:17,962 - mmaction - INFO - Epoch [46][2820/3757] lr: 1.000e-04, eta: 2:44:08, time: 0.615, data_time: 0.003, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9094, loss_cls: 0.9802, loss: 0.9802, grad_norm: 6.8429 2020-07-26 08:52:30,299 - mmaction - INFO - Epoch [46][2840/3757] lr: 1.000e-04, eta: 2:43:56, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9031, loss_cls: 1.0079, loss: 1.0079, grad_norm: 6.7458 2020-07-26 08:52:42,567 - mmaction - INFO - Epoch [46][2860/3757] lr: 1.000e-04, eta: 2:43:43, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 1.0052, loss: 1.0052, grad_norm: 6.7007 2020-07-26 08:52:54,750 - mmaction - INFO - Epoch [46][2880/3757] lr: 1.000e-04, eta: 2:43:31, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9187, loss_cls: 0.9569, loss: 0.9569, grad_norm: 6.5416 2020-07-26 08:53:06,736 - mmaction - INFO - Epoch [46][2900/3757] lr: 1.000e-04, eta: 2:43:19, time: 0.601, data_time: 0.004, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 0.9768, loss: 0.9768, grad_norm: 6.8513 2020-07-26 08:53:19,062 - mmaction - INFO - Epoch [46][2920/3757] lr: 1.000e-04, eta: 2:43:06, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9023, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.7798 2020-07-26 08:53:31,197 - mmaction - INFO - Epoch [46][2940/3757] lr: 1.000e-04, eta: 2:42:54, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9203, loss_cls: 0.9322, loss: 0.9322, grad_norm: 6.6132 2020-07-26 08:53:43,537 - mmaction - INFO - Epoch [46][2960/3757] lr: 1.000e-04, eta: 2:42:42, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9497, loss: 0.9497, grad_norm: 6.6462 2020-07-26 08:53:55,620 - mmaction - INFO - Epoch [46][2980/3757] lr: 1.000e-04, eta: 2:42:29, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9016, loss_cls: 1.0323, loss: 1.0323, grad_norm: 6.8462 2020-07-26 08:54:07,846 - mmaction - INFO - Epoch [46][3000/3757] lr: 1.000e-04, eta: 2:42:17, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9292, loss: 0.9292, grad_norm: 6.6605 2020-07-26 08:54:20,146 - mmaction - INFO - Epoch [46][3020/3757] lr: 1.000e-04, eta: 2:42:04, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9078, loss_cls: 1.0048, loss: 1.0048, grad_norm: 6.5808 2020-07-26 08:54:32,330 - mmaction - INFO - Epoch [46][3040/3757] lr: 1.000e-04, eta: 2:41:52, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9141, loss_cls: 0.9401, loss: 0.9401, grad_norm: 6.3592 2020-07-26 08:54:44,438 - mmaction - INFO - Epoch [46][3060/3757] lr: 1.000e-04, eta: 2:41:40, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.9257, loss: 0.9257, grad_norm: 6.4212 2020-07-26 08:54:56,529 - mmaction - INFO - Epoch [46][3080/3757] lr: 1.000e-04, eta: 2:41:27, time: 0.600, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 0.9941, loss: 0.9941, grad_norm: 6.7763 2020-07-26 08:55:08,581 - mmaction - INFO - Epoch [46][3100/3757] lr: 1.000e-04, eta: 2:41:15, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9305, loss_cls: 0.8769, loss: 0.8769, grad_norm: 6.4994 2020-07-26 08:55:20,835 - mmaction - INFO - Epoch [46][3120/3757] lr: 1.000e-04, eta: 2:41:03, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7750, top5_acc: 0.9109, loss_cls: 0.9402, loss: 0.9402, grad_norm: 6.5113 2020-07-26 08:55:32,980 - mmaction - INFO - Epoch [46][3140/3757] lr: 1.000e-04, eta: 2:40:50, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9070, loss_cls: 0.9608, loss: 0.9608, grad_norm: 6.5448 2020-07-26 08:55:45,228 - mmaction - INFO - Epoch [46][3160/3757] lr: 1.000e-04, eta: 2:40:38, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9180, loss_cls: 0.9442, loss: 0.9442, grad_norm: 6.5446 2020-07-26 08:55:57,280 - mmaction - INFO - Epoch [46][3180/3757] lr: 1.000e-04, eta: 2:40:26, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9335, loss: 0.9335, grad_norm: 6.3417 2020-07-26 08:56:09,567 - mmaction - INFO - Epoch [46][3200/3757] lr: 1.000e-04, eta: 2:40:13, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9724, loss: 0.9724, grad_norm: 6.6685 2020-07-26 08:56:21,519 - mmaction - INFO - Epoch [46][3220/3757] lr: 1.000e-04, eta: 2:40:01, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9070, loss_cls: 0.9424, loss: 0.9424, grad_norm: 6.4138 2020-07-26 08:56:33,778 - mmaction - INFO - Epoch [46][3240/3757] lr: 1.000e-04, eta: 2:39:49, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 0.9937, loss: 0.9937, grad_norm: 6.7580 2020-07-26 08:56:45,922 - mmaction - INFO - Epoch [46][3260/3757] lr: 1.000e-04, eta: 2:39:36, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9117, loss_cls: 0.9637, loss: 0.9637, grad_norm: 6.4504 2020-07-26 08:56:58,072 - mmaction - INFO - Epoch [46][3280/3757] lr: 1.000e-04, eta: 2:39:24, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 0.9983, loss: 0.9983, grad_norm: 6.7194 2020-07-26 08:57:10,171 - mmaction - INFO - Epoch [46][3300/3757] lr: 1.000e-04, eta: 2:39:12, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9023, loss_cls: 0.9985, loss: 0.9985, grad_norm: 6.4949 2020-07-26 08:57:22,394 - mmaction - INFO - Epoch [46][3320/3757] lr: 1.000e-04, eta: 2:38:59, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9992, loss: 0.9992, grad_norm: 6.6530 2020-07-26 08:57:34,512 - mmaction - INFO - Epoch [46][3340/3757] lr: 1.000e-04, eta: 2:38:47, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9125, loss_cls: 0.9409, loss: 0.9409, grad_norm: 6.6277 2020-07-26 08:57:46,698 - mmaction - INFO - Epoch [46][3360/3757] lr: 1.000e-04, eta: 2:38:34, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9234, loss_cls: 0.8848, loss: 0.8848, grad_norm: 6.3506 2020-07-26 08:57:58,907 - mmaction - INFO - Epoch [46][3380/3757] lr: 1.000e-04, eta: 2:38:22, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9117, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.6844 2020-07-26 08:58:11,209 - mmaction - INFO - Epoch [46][3400/3757] lr: 1.000e-04, eta: 2:38:10, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9417, loss: 0.9417, grad_norm: 6.6343 2020-07-26 08:58:23,367 - mmaction - INFO - Epoch [46][3420/3757] lr: 1.000e-04, eta: 2:37:57, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.9392 2020-07-26 08:58:35,644 - mmaction - INFO - Epoch [46][3440/3757] lr: 1.000e-04, eta: 2:37:45, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9086, loss_cls: 1.0338, loss: 1.0338, grad_norm: 7.0054 2020-07-26 08:58:47,961 - mmaction - INFO - Epoch [46][3460/3757] lr: 1.000e-04, eta: 2:37:33, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0156, loss: 1.0156, grad_norm: 6.6795 2020-07-26 08:59:00,236 - mmaction - INFO - Epoch [46][3480/3757] lr: 1.000e-04, eta: 2:37:20, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9117, loss_cls: 0.9653, loss: 0.9653, grad_norm: 6.6545 2020-07-26 08:59:12,358 - mmaction - INFO - Epoch [46][3500/3757] lr: 1.000e-04, eta: 2:37:08, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9584, loss: 0.9584, grad_norm: 6.6478 2020-07-26 08:59:24,429 - mmaction - INFO - Epoch [46][3520/3757] lr: 1.000e-04, eta: 2:36:56, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 0.9504, loss: 0.9504, grad_norm: 6.7671 2020-07-26 08:59:36,419 - mmaction - INFO - Epoch [46][3540/3757] lr: 1.000e-04, eta: 2:36:43, time: 0.602, data_time: 0.007, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9156, loss_cls: 0.9542, loss: 0.9542, grad_norm: 6.5529 2020-07-26 08:59:48,673 - mmaction - INFO - Epoch [46][3560/3757] lr: 1.000e-04, eta: 2:36:31, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9109, loss_cls: 0.9626, loss: 0.9626, grad_norm: 6.6203 2020-07-26 09:00:00,844 - mmaction - INFO - Epoch [46][3580/3757] lr: 1.000e-04, eta: 2:36:19, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9039, loss_cls: 1.0370, loss: 1.0370, grad_norm: 6.7929 2020-07-26 09:00:15,136 - mmaction - INFO - Epoch [46][3600/3757] lr: 1.000e-04, eta: 2:36:06, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9725, loss: 0.9725, grad_norm: 6.4956 2020-07-26 09:00:27,465 - mmaction - INFO - Epoch [46][3620/3757] lr: 1.000e-04, eta: 2:35:54, time: 0.626, data_time: 0.019, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.5292 2020-07-26 09:00:39,593 - mmaction - INFO - Epoch [46][3640/3757] lr: 1.000e-04, eta: 2:35:42, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9227, loss_cls: 0.9776, loss: 0.9776, grad_norm: 6.9640 2020-07-26 09:00:51,776 - mmaction - INFO - Epoch [46][3660/3757] lr: 1.000e-04, eta: 2:35:29, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 0.9789, loss: 0.9789, grad_norm: 6.6385 2020-07-26 09:01:03,962 - mmaction - INFO - Epoch [46][3680/3757] lr: 1.000e-04, eta: 2:35:17, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.6999 2020-07-26 09:01:16,179 - mmaction - INFO - Epoch [46][3700/3757] lr: 1.000e-04, eta: 2:35:05, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9207, loss: 0.9207, grad_norm: 6.3435 2020-07-26 09:01:28,403 - mmaction - INFO - Epoch [46][3720/3757] lr: 1.000e-04, eta: 2:34:52, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0255, loss: 1.0255, grad_norm: 6.6087 2020-07-26 09:01:40,598 - mmaction - INFO - Epoch [46][3740/3757] lr: 1.000e-04, eta: 2:34:40, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9047, loss_cls: 0.9535, loss: 0.9535, grad_norm: 6.5697 2020-07-26 09:01:51,106 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-07-26 09:02:16,491 - mmaction - INFO - Epoch [47][20/3757] lr: 1.000e-04, eta: 2:34:17, time: 1.235, data_time: 0.595, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9227, loss_cls: 0.9317, loss: 0.9317, grad_norm: 6.4632 2020-07-26 09:02:28,508 - mmaction - INFO - Epoch [47][40/3757] lr: 1.000e-04, eta: 2:34:05, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9180, loss_cls: 0.9798, loss: 0.9798, grad_norm: 6.8389 2020-07-26 09:02:40,742 - mmaction - INFO - Epoch [47][60/3757] lr: 1.000e-04, eta: 2:33:53, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9652, loss: 0.9652, grad_norm: 6.5321 2020-07-26 09:02:52,852 - mmaction - INFO - Epoch [47][80/3757] lr: 1.000e-04, eta: 2:33:40, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 0.9820, loss: 0.9820, grad_norm: 6.5829 2020-07-26 09:03:05,004 - mmaction - INFO - Epoch [47][100/3757] lr: 1.000e-04, eta: 2:33:28, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9141, loss_cls: 0.9544, loss: 0.9544, grad_norm: 6.5576 2020-07-26 09:03:17,167 - mmaction - INFO - Epoch [47][120/3757] lr: 1.000e-04, eta: 2:33:16, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9187, loss_cls: 1.0302, loss: 1.0302, grad_norm: 7.1499 2020-07-26 09:03:29,347 - mmaction - INFO - Epoch [47][140/3757] lr: 1.000e-04, eta: 2:33:03, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9510, loss: 0.9510, grad_norm: 6.5388 2020-07-26 09:03:41,553 - mmaction - INFO - Epoch [47][160/3757] lr: 1.000e-04, eta: 2:32:51, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9133, loss_cls: 0.9800, loss: 0.9800, grad_norm: 6.7762 2020-07-26 09:03:53,606 - mmaction - INFO - Epoch [47][180/3757] lr: 1.000e-04, eta: 2:32:39, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9125, loss_cls: 0.9666, loss: 0.9666, grad_norm: 6.5723 2020-07-26 09:04:05,980 - mmaction - INFO - Epoch [47][200/3757] lr: 1.000e-04, eta: 2:32:26, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9555, loss: 0.9555, grad_norm: 6.5683 2020-07-26 09:04:17,984 - mmaction - INFO - Epoch [47][220/3757] lr: 1.000e-04, eta: 2:32:14, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.0283, loss: 1.0283, grad_norm: 6.8613 2020-07-26 09:04:30,147 - mmaction - INFO - Epoch [47][240/3757] lr: 1.000e-04, eta: 2:32:01, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.9312, loss: 0.9312, grad_norm: 6.5162 2020-07-26 09:04:42,255 - mmaction - INFO - Epoch [47][260/3757] lr: 1.000e-04, eta: 2:31:49, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9164, loss_cls: 0.9926, loss: 0.9926, grad_norm: 6.8658 2020-07-26 09:04:54,575 - mmaction - INFO - Epoch [47][280/3757] lr: 1.000e-04, eta: 2:31:37, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9031, loss_cls: 1.0559, loss: 1.0559, grad_norm: 7.1403 2020-07-26 09:05:06,598 - mmaction - INFO - Epoch [47][300/3757] lr: 1.000e-04, eta: 2:31:24, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9164, loss_cls: 1.0215, loss: 1.0215, grad_norm: 6.9958 2020-07-26 09:05:18,887 - mmaction - INFO - Epoch [47][320/3757] lr: 1.000e-04, eta: 2:31:12, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9055, loss_cls: 0.9606, loss: 0.9606, grad_norm: 6.6574 2020-07-26 09:05:31,020 - mmaction - INFO - Epoch [47][340/3757] lr: 1.000e-04, eta: 2:31:00, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9102, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.7358 2020-07-26 09:05:43,080 - mmaction - INFO - Epoch [47][360/3757] lr: 1.000e-04, eta: 2:30:47, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9133, loss_cls: 0.9398, loss: 0.9398, grad_norm: 6.3461 2020-07-26 09:05:55,416 - mmaction - INFO - Epoch [47][380/3757] lr: 1.000e-04, eta: 2:30:35, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9219, loss_cls: 0.9598, loss: 0.9598, grad_norm: 6.6400 2020-07-26 09:06:07,594 - mmaction - INFO - Epoch [47][400/3757] lr: 1.000e-04, eta: 2:30:23, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9125, loss_cls: 0.9664, loss: 0.9664, grad_norm: 6.5234 2020-07-26 09:06:19,867 - mmaction - INFO - Epoch [47][420/3757] lr: 1.000e-04, eta: 2:30:10, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 0.9815, loss: 0.9815, grad_norm: 6.4670 2020-07-26 09:06:31,977 - mmaction - INFO - Epoch [47][440/3757] lr: 1.000e-04, eta: 2:29:58, time: 0.612, data_time: 0.009, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.8723 2020-07-26 09:06:44,170 - mmaction - INFO - Epoch [47][460/3757] lr: 1.000e-04, eta: 2:29:46, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9445, loss: 0.9445, grad_norm: 6.3102 2020-07-26 09:06:56,404 - mmaction - INFO - Epoch [47][480/3757] lr: 1.000e-04, eta: 2:29:33, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9623, loss: 0.9623, grad_norm: 6.7898 2020-07-26 09:07:08,475 - mmaction - INFO - Epoch [47][500/3757] lr: 1.000e-04, eta: 2:29:21, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9023, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.6735 2020-07-26 09:07:20,735 - mmaction - INFO - Epoch [47][520/3757] lr: 1.000e-04, eta: 2:29:09, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 1.0082, loss: 1.0082, grad_norm: 6.6363 2020-07-26 09:07:32,842 - mmaction - INFO - Epoch [47][540/3757] lr: 1.000e-04, eta: 2:28:56, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9102, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.8731 2020-07-26 09:07:45,043 - mmaction - INFO - Epoch [47][560/3757] lr: 1.000e-04, eta: 2:28:44, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9281, loss_cls: 0.8860, loss: 0.8860, grad_norm: 6.3589 2020-07-26 09:07:57,185 - mmaction - INFO - Epoch [47][580/3757] lr: 1.000e-04, eta: 2:28:32, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9195, loss_cls: 0.9684, loss: 0.9684, grad_norm: 6.7579 2020-07-26 09:08:09,451 - mmaction - INFO - Epoch [47][600/3757] lr: 1.000e-04, eta: 2:28:19, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9227, loss_cls: 0.9418, loss: 0.9418, grad_norm: 6.5764 2020-07-26 09:08:21,654 - mmaction - INFO - Epoch [47][620/3757] lr: 1.000e-04, eta: 2:28:07, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9180, loss_cls: 0.9741, loss: 0.9741, grad_norm: 6.8993 2020-07-26 09:08:33,740 - mmaction - INFO - Epoch [47][640/3757] lr: 1.000e-04, eta: 2:27:54, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9133, loss_cls: 0.9269, loss: 0.9269, grad_norm: 6.4559 2020-07-26 09:08:45,931 - mmaction - INFO - Epoch [47][660/3757] lr: 1.000e-04, eta: 2:27:42, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9211, loss_cls: 0.8796, loss: 0.8796, grad_norm: 6.1742 2020-07-26 09:08:58,268 - mmaction - INFO - Epoch [47][680/3757] lr: 1.000e-04, eta: 2:27:30, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9016, loss_cls: 0.9896, loss: 0.9896, grad_norm: 6.5348 2020-07-26 09:09:10,567 - mmaction - INFO - Epoch [47][700/3757] lr: 1.000e-04, eta: 2:27:17, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9039, loss_cls: 1.0241, loss: 1.0241, grad_norm: 6.8924 2020-07-26 09:09:22,796 - mmaction - INFO - Epoch [47][720/3757] lr: 1.000e-04, eta: 2:27:05, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9219, loss_cls: 0.9228, loss: 0.9228, grad_norm: 6.2407 2020-07-26 09:09:35,073 - mmaction - INFO - Epoch [47][740/3757] lr: 1.000e-04, eta: 2:26:53, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9117, loss_cls: 0.9781, loss: 0.9781, grad_norm: 7.0300 2020-07-26 09:09:47,173 - mmaction - INFO - Epoch [47][760/3757] lr: 1.000e-04, eta: 2:26:40, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 0.9748, loss: 0.9748, grad_norm: 6.5735 2020-07-26 09:09:59,281 - mmaction - INFO - Epoch [47][780/3757] lr: 1.000e-04, eta: 2:26:28, time: 0.602, data_time: 0.005, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9109, loss_cls: 0.9316, loss: 0.9316, grad_norm: 6.4992 2020-07-26 09:10:11,378 - mmaction - INFO - Epoch [47][800/3757] lr: 1.000e-04, eta: 2:26:16, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9019, loss: 0.9019, grad_norm: 6.3860 2020-07-26 09:10:23,558 - mmaction - INFO - Epoch [47][820/3757] lr: 1.000e-04, eta: 2:26:03, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9219, loss_cls: 0.9562, loss: 0.9562, grad_norm: 6.7681 2020-07-26 09:10:35,763 - mmaction - INFO - Epoch [47][840/3757] lr: 1.000e-04, eta: 2:25:51, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7750, top5_acc: 0.9148, loss_cls: 0.9346, loss: 0.9346, grad_norm: 6.4697 2020-07-26 09:10:48,040 - mmaction - INFO - Epoch [47][860/3757] lr: 1.000e-04, eta: 2:25:39, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0157, loss: 1.0157, grad_norm: 6.7944 2020-07-26 09:11:00,214 - mmaction - INFO - Epoch [47][880/3757] lr: 1.000e-04, eta: 2:25:26, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 1.0158, loss: 1.0158, grad_norm: 6.9529 2020-07-26 09:11:12,502 - mmaction - INFO - Epoch [47][900/3757] lr: 1.000e-04, eta: 2:25:14, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7758, top5_acc: 0.9211, loss_cls: 0.8893, loss: 0.8893, grad_norm: 6.5713 2020-07-26 09:11:24,695 - mmaction - INFO - Epoch [47][920/3757] lr: 1.000e-04, eta: 2:25:02, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7734, top5_acc: 0.9156, loss_cls: 0.8862, loss: 0.8862, grad_norm: 6.2983 2020-07-26 09:11:36,961 - mmaction - INFO - Epoch [47][940/3757] lr: 1.000e-04, eta: 2:24:49, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9109, loss_cls: 0.9405, loss: 0.9405, grad_norm: 6.5882 2020-07-26 09:11:49,231 - mmaction - INFO - Epoch [47][960/3757] lr: 1.000e-04, eta: 2:24:37, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.9188, loss: 0.9188, grad_norm: 6.4516 2020-07-26 09:12:01,411 - mmaction - INFO - Epoch [47][980/3757] lr: 1.000e-04, eta: 2:24:25, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9281, loss_cls: 0.9609, loss: 0.9609, grad_norm: 6.8464 2020-07-26 09:12:13,614 - mmaction - INFO - Epoch [47][1000/3757] lr: 1.000e-04, eta: 2:24:12, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9634, loss: 0.9634, grad_norm: 6.6319 2020-07-26 09:12:25,837 - mmaction - INFO - Epoch [47][1020/3757] lr: 1.000e-04, eta: 2:24:00, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 1.0297, loss: 1.0297, grad_norm: 6.7619 2020-07-26 09:12:38,000 - mmaction - INFO - Epoch [47][1040/3757] lr: 1.000e-04, eta: 2:23:48, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0210, loss: 1.0210, grad_norm: 6.7593 2020-07-26 09:12:50,174 - mmaction - INFO - Epoch [47][1060/3757] lr: 1.000e-04, eta: 2:23:35, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9148, loss_cls: 0.9622, loss: 0.9622, grad_norm: 6.5674 2020-07-26 09:13:02,286 - mmaction - INFO - Epoch [47][1080/3757] lr: 1.000e-04, eta: 2:23:23, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9864, loss: 0.9864, grad_norm: 6.8467 2020-07-26 09:13:14,533 - mmaction - INFO - Epoch [47][1100/3757] lr: 1.000e-04, eta: 2:23:10, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9172, loss_cls: 0.9797, loss: 0.9797, grad_norm: 6.6087 2020-07-26 09:13:26,542 - mmaction - INFO - Epoch [47][1120/3757] lr: 1.000e-04, eta: 2:22:58, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0079, loss: 1.0079, grad_norm: 6.7952 2020-07-26 09:13:38,897 - mmaction - INFO - Epoch [47][1140/3757] lr: 1.000e-04, eta: 2:22:46, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9234, loss_cls: 0.9158, loss: 0.9158, grad_norm: 6.5436 2020-07-26 09:13:51,084 - mmaction - INFO - Epoch [47][1160/3757] lr: 1.000e-04, eta: 2:22:33, time: 0.615, data_time: 0.009, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9277, loss: 0.9277, grad_norm: 6.5011 2020-07-26 09:14:03,184 - mmaction - INFO - Epoch [47][1180/3757] lr: 1.000e-04, eta: 2:22:21, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9266, loss_cls: 0.9237, loss: 0.9237, grad_norm: 6.5999 2020-07-26 09:14:15,537 - mmaction - INFO - Epoch [47][1200/3757] lr: 1.000e-04, eta: 2:22:09, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7805, top5_acc: 0.9297, loss_cls: 0.8402, loss: 0.8402, grad_norm: 6.4040 2020-07-26 09:14:27,594 - mmaction - INFO - Epoch [47][1220/3757] lr: 1.000e-04, eta: 2:21:56, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9702, loss: 0.9702, grad_norm: 6.6726 2020-07-26 09:14:39,885 - mmaction - INFO - Epoch [47][1240/3757] lr: 1.000e-04, eta: 2:21:44, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7703, top5_acc: 0.9180, loss_cls: 0.9364, loss: 0.9364, grad_norm: 6.4295 2020-07-26 09:14:51,898 - mmaction - INFO - Epoch [47][1260/3757] lr: 1.000e-04, eta: 2:21:32, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9891, loss: 0.9891, grad_norm: 6.8486 2020-07-26 09:15:04,209 - mmaction - INFO - Epoch [47][1280/3757] lr: 1.000e-04, eta: 2:21:19, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 1.0073, loss: 1.0073, grad_norm: 6.8931 2020-07-26 09:15:16,319 - mmaction - INFO - Epoch [47][1300/3757] lr: 1.000e-04, eta: 2:21:07, time: 0.605, data_time: 0.002, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9164, loss_cls: 0.9804, loss: 0.9804, grad_norm: 6.7473 2020-07-26 09:15:28,505 - mmaction - INFO - Epoch [47][1320/3757] lr: 1.000e-04, eta: 2:20:55, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9125, loss_cls: 0.8938, loss: 0.8938, grad_norm: 6.2548 2020-07-26 09:15:40,467 - mmaction - INFO - Epoch [47][1340/3757] lr: 1.000e-04, eta: 2:20:42, time: 0.599, data_time: 0.003, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.6982 2020-07-26 09:15:52,776 - mmaction - INFO - Epoch [47][1360/3757] lr: 1.000e-04, eta: 2:20:30, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9086, loss_cls: 0.9622, loss: 0.9622, grad_norm: 6.5853 2020-07-26 09:16:04,833 - mmaction - INFO - Epoch [47][1380/3757] lr: 1.000e-04, eta: 2:20:18, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9094, loss_cls: 1.0079, loss: 1.0079, grad_norm: 6.7845 2020-07-26 09:16:17,024 - mmaction - INFO - Epoch [47][1400/3757] lr: 1.000e-04, eta: 2:20:05, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7539, top5_acc: 0.8977, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.6044 2020-07-26 09:16:29,281 - mmaction - INFO - Epoch [47][1420/3757] lr: 1.000e-04, eta: 2:19:53, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9172, loss_cls: 0.9942, loss: 0.9942, grad_norm: 6.7861 2020-07-26 09:16:41,529 - mmaction - INFO - Epoch [47][1440/3757] lr: 1.000e-04, eta: 2:19:41, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0254, loss: 1.0254, grad_norm: 6.7180 2020-07-26 09:16:53,771 - mmaction - INFO - Epoch [47][1460/3757] lr: 1.000e-04, eta: 2:19:28, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.9488 2020-07-26 09:17:05,859 - mmaction - INFO - Epoch [47][1480/3757] lr: 1.000e-04, eta: 2:19:16, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 1.0148, loss: 1.0148, grad_norm: 6.8227 2020-07-26 09:17:18,160 - mmaction - INFO - Epoch [47][1500/3757] lr: 1.000e-04, eta: 2:19:04, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0468, loss: 1.0468, grad_norm: 6.8845 2020-07-26 09:17:30,468 - mmaction - INFO - Epoch [47][1520/3757] lr: 1.000e-04, eta: 2:18:51, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9102, loss_cls: 0.9812, loss: 0.9812, grad_norm: 6.7581 2020-07-26 09:17:42,637 - mmaction - INFO - Epoch [47][1540/3757] lr: 1.000e-04, eta: 2:18:39, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9266, loss_cls: 0.8774, loss: 0.8774, grad_norm: 6.3318 2020-07-26 09:17:54,672 - mmaction - INFO - Epoch [47][1560/3757] lr: 1.000e-04, eta: 2:18:26, time: 0.602, data_time: 0.003, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.8014 2020-07-26 09:18:06,848 - mmaction - INFO - Epoch [47][1580/3757] lr: 1.000e-04, eta: 2:18:14, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9172, loss_cls: 0.9467, loss: 0.9467, grad_norm: 6.8233 2020-07-26 09:18:18,989 - mmaction - INFO - Epoch [47][1600/3757] lr: 1.000e-04, eta: 2:18:02, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9789, loss: 0.9789, grad_norm: 6.5842 2020-07-26 09:18:31,123 - mmaction - INFO - Epoch [47][1620/3757] lr: 1.000e-04, eta: 2:17:49, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9086, loss_cls: 0.9871, loss: 0.9871, grad_norm: 6.6881 2020-07-26 09:18:43,335 - mmaction - INFO - Epoch [47][1640/3757] lr: 1.000e-04, eta: 2:17:37, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.5423 2020-07-26 09:18:55,547 - mmaction - INFO - Epoch [47][1660/3757] lr: 1.000e-04, eta: 2:17:25, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.0119, loss: 1.0119, grad_norm: 6.8178 2020-07-26 09:19:07,713 - mmaction - INFO - Epoch [47][1680/3757] lr: 1.000e-04, eta: 2:17:12, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9094, loss_cls: 1.0351, loss: 1.0351, grad_norm: 6.8998 2020-07-26 09:19:20,053 - mmaction - INFO - Epoch [47][1700/3757] lr: 1.000e-04, eta: 2:17:00, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9047, loss_cls: 0.9700, loss: 0.9700, grad_norm: 6.5971 2020-07-26 09:19:32,149 - mmaction - INFO - Epoch [47][1720/3757] lr: 1.000e-04, eta: 2:16:48, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9078, loss_cls: 0.9786, loss: 0.9786, grad_norm: 6.6853 2020-07-26 09:19:44,417 - mmaction - INFO - Epoch [47][1740/3757] lr: 1.000e-04, eta: 2:16:35, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9328, loss_cls: 0.8813, loss: 0.8813, grad_norm: 6.4554 2020-07-26 09:19:56,713 - mmaction - INFO - Epoch [47][1760/3757] lr: 1.000e-04, eta: 2:16:23, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9203, loss_cls: 0.9332, loss: 0.9332, grad_norm: 6.5218 2020-07-26 09:20:09,038 - mmaction - INFO - Epoch [47][1780/3757] lr: 1.000e-04, eta: 2:16:11, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9981, loss: 0.9981, grad_norm: 6.6709 2020-07-26 09:20:21,231 - mmaction - INFO - Epoch [47][1800/3757] lr: 1.000e-04, eta: 2:15:58, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0113, loss: 1.0113, grad_norm: 6.6497 2020-07-26 09:20:33,401 - mmaction - INFO - Epoch [47][1820/3757] lr: 1.000e-04, eta: 2:15:46, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9133, loss_cls: 0.9341, loss: 0.9341, grad_norm: 6.6122 2020-07-26 09:20:45,462 - mmaction - INFO - Epoch [47][1840/3757] lr: 1.000e-04, eta: 2:15:34, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9164, loss_cls: 0.9999, loss: 0.9999, grad_norm: 6.6974 2020-07-26 09:20:57,709 - mmaction - INFO - Epoch [47][1860/3757] lr: 1.000e-04, eta: 2:15:21, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9141, loss_cls: 0.9280, loss: 0.9280, grad_norm: 6.5162 2020-07-26 09:21:10,051 - mmaction - INFO - Epoch [47][1880/3757] lr: 1.000e-04, eta: 2:15:09, time: 0.618, data_time: 0.004, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9796, loss: 0.9796, grad_norm: 6.6741 2020-07-26 09:21:22,325 - mmaction - INFO - Epoch [47][1900/3757] lr: 1.000e-04, eta: 2:14:57, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9141, loss_cls: 0.9698, loss: 0.9698, grad_norm: 6.6624 2020-07-26 09:21:34,451 - mmaction - INFO - Epoch [47][1920/3757] lr: 1.000e-04, eta: 2:14:44, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7703, top5_acc: 0.9125, loss_cls: 0.9025, loss: 0.9025, grad_norm: 6.4735 2020-07-26 09:21:46,727 - mmaction - INFO - Epoch [47][1940/3757] lr: 1.000e-04, eta: 2:14:32, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9055, loss_cls: 0.9959, loss: 0.9959, grad_norm: 6.6694 2020-07-26 09:21:58,985 - mmaction - INFO - Epoch [47][1960/3757] lr: 1.000e-04, eta: 2:14:20, time: 0.617, data_time: 0.010, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9055, loss_cls: 1.0363, loss: 1.0363, grad_norm: 6.9042 2020-07-26 09:22:11,124 - mmaction - INFO - Epoch [47][1980/3757] lr: 1.000e-04, eta: 2:14:07, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9141, loss_cls: 0.9667, loss: 0.9667, grad_norm: 6.6437 2020-07-26 09:22:23,380 - mmaction - INFO - Epoch [47][2000/3757] lr: 1.000e-04, eta: 2:13:55, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9117, loss_cls: 0.9968, loss: 0.9968, grad_norm: 6.8184 2020-07-26 09:22:35,688 - mmaction - INFO - Epoch [47][2020/3757] lr: 1.000e-04, eta: 2:13:43, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0287, loss: 1.0287, grad_norm: 7.0781 2020-07-26 09:22:47,927 - mmaction - INFO - Epoch [47][2040/3757] lr: 1.000e-04, eta: 2:13:30, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9180, loss_cls: 0.9539, loss: 0.9539, grad_norm: 6.5115 2020-07-26 09:23:00,286 - mmaction - INFO - Epoch [47][2060/3757] lr: 1.000e-04, eta: 2:13:18, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9311, loss: 0.9311, grad_norm: 6.4800 2020-07-26 09:23:12,321 - mmaction - INFO - Epoch [47][2080/3757] lr: 1.000e-04, eta: 2:13:06, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9717, loss: 0.9717, grad_norm: 6.7360 2020-07-26 09:23:24,540 - mmaction - INFO - Epoch [47][2100/3757] lr: 1.000e-04, eta: 2:12:53, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9164, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.7188 2020-07-26 09:23:36,601 - mmaction - INFO - Epoch [47][2120/3757] lr: 1.000e-04, eta: 2:12:41, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9094, loss_cls: 0.9602, loss: 0.9602, grad_norm: 6.5923 2020-07-26 09:23:48,945 - mmaction - INFO - Epoch [47][2140/3757] lr: 1.000e-04, eta: 2:12:28, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9379, loss: 0.9379, grad_norm: 6.6640 2020-07-26 09:24:01,060 - mmaction - INFO - Epoch [47][2160/3757] lr: 1.000e-04, eta: 2:12:16, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9211, loss_cls: 0.9141, loss: 0.9141, grad_norm: 6.4881 2020-07-26 09:24:13,207 - mmaction - INFO - Epoch [47][2180/3757] lr: 1.000e-04, eta: 2:12:04, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9141, loss_cls: 0.9258, loss: 0.9258, grad_norm: 6.4895 2020-07-26 09:24:25,348 - mmaction - INFO - Epoch [47][2200/3757] lr: 1.000e-04, eta: 2:11:51, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9133, loss_cls: 1.0306, loss: 1.0306, grad_norm: 6.9319 2020-07-26 09:24:37,829 - mmaction - INFO - Epoch [47][2220/3757] lr: 1.000e-04, eta: 2:11:39, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9141, loss_cls: 1.0153, loss: 1.0153, grad_norm: 6.7956 2020-07-26 09:24:49,973 - mmaction - INFO - Epoch [47][2240/3757] lr: 1.000e-04, eta: 2:11:27, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 0.9632, loss: 0.9632, grad_norm: 6.5126 2020-07-26 09:25:02,319 - mmaction - INFO - Epoch [47][2260/3757] lr: 1.000e-04, eta: 2:11:14, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 0.9705, loss: 0.9705, grad_norm: 6.6928 2020-07-26 09:25:14,418 - mmaction - INFO - Epoch [47][2280/3757] lr: 1.000e-04, eta: 2:11:02, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.8922, loss: 0.8922, grad_norm: 6.4290 2020-07-26 09:25:26,716 - mmaction - INFO - Epoch [47][2300/3757] lr: 1.000e-04, eta: 2:10:50, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9187, loss_cls: 0.9411, loss: 0.9411, grad_norm: 6.3410 2020-07-26 09:25:38,820 - mmaction - INFO - Epoch [47][2320/3757] lr: 1.000e-04, eta: 2:10:37, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9109, loss_cls: 0.9609, loss: 0.9609, grad_norm: 6.5144 2020-07-26 09:25:50,966 - mmaction - INFO - Epoch [47][2340/3757] lr: 1.000e-04, eta: 2:10:25, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 1.0084, loss: 1.0084, grad_norm: 6.7955 2020-07-26 09:26:03,065 - mmaction - INFO - Epoch [47][2360/3757] lr: 1.000e-04, eta: 2:10:13, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9141, loss_cls: 0.9943, loss: 0.9943, grad_norm: 6.8002 2020-07-26 09:26:15,213 - mmaction - INFO - Epoch [47][2380/3757] lr: 1.000e-04, eta: 2:10:00, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9156, loss_cls: 0.9465, loss: 0.9465, grad_norm: 6.5997 2020-07-26 09:26:27,454 - mmaction - INFO - Epoch [47][2400/3757] lr: 1.000e-04, eta: 2:09:48, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9109, loss_cls: 0.9862, loss: 0.9862, grad_norm: 6.6669 2020-07-26 09:26:39,609 - mmaction - INFO - Epoch [47][2420/3757] lr: 1.000e-04, eta: 2:09:36, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9250, loss_cls: 0.9320, loss: 0.9320, grad_norm: 6.7979 2020-07-26 09:26:51,816 - mmaction - INFO - Epoch [47][2440/3757] lr: 1.000e-04, eta: 2:09:23, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9109, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.5110 2020-07-26 09:27:04,073 - mmaction - INFO - Epoch [47][2460/3757] lr: 1.000e-04, eta: 2:09:11, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9868, loss: 0.9868, grad_norm: 6.7184 2020-07-26 09:27:16,201 - mmaction - INFO - Epoch [47][2480/3757] lr: 1.000e-04, eta: 2:08:59, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7766, top5_acc: 0.9273, loss_cls: 0.8801, loss: 0.8801, grad_norm: 6.3549 2020-07-26 09:27:28,572 - mmaction - INFO - Epoch [47][2500/3757] lr: 1.000e-04, eta: 2:08:46, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.8713 2020-07-26 09:27:40,706 - mmaction - INFO - Epoch [47][2520/3757] lr: 1.000e-04, eta: 2:08:34, time: 0.607, data_time: 0.004, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9141, loss_cls: 0.9712, loss: 0.9712, grad_norm: 6.6439 2020-07-26 09:27:52,848 - mmaction - INFO - Epoch [47][2540/3757] lr: 1.000e-04, eta: 2:08:22, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9039, loss_cls: 0.9925, loss: 0.9925, grad_norm: 6.7898 2020-07-26 09:28:05,296 - mmaction - INFO - Epoch [47][2560/3757] lr: 1.000e-04, eta: 2:08:09, time: 0.625, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 1.0195, loss: 1.0195, grad_norm: 6.8529 2020-07-26 09:28:17,460 - mmaction - INFO - Epoch [47][2580/3757] lr: 1.000e-04, eta: 2:07:57, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.6781 2020-07-26 09:28:29,702 - mmaction - INFO - Epoch [47][2600/3757] lr: 1.000e-04, eta: 2:07:45, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9172, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.8339 2020-07-26 09:28:41,885 - mmaction - INFO - Epoch [47][2620/3757] lr: 1.000e-04, eta: 2:07:32, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7766, top5_acc: 0.9187, loss_cls: 0.9090, loss: 0.9090, grad_norm: 6.4115 2020-07-26 09:28:54,104 - mmaction - INFO - Epoch [47][2640/3757] lr: 1.000e-04, eta: 2:07:20, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9086, loss_cls: 0.9617, loss: 0.9617, grad_norm: 6.7665 2020-07-26 09:29:06,198 - mmaction - INFO - Epoch [47][2660/3757] lr: 1.000e-04, eta: 2:07:08, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.8984, loss_cls: 1.0108, loss: 1.0108, grad_norm: 6.8805 2020-07-26 09:29:18,310 - mmaction - INFO - Epoch [47][2680/3757] lr: 1.000e-04, eta: 2:06:55, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9363, loss: 0.9363, grad_norm: 6.6635 2020-07-26 09:29:30,361 - mmaction - INFO - Epoch [47][2700/3757] lr: 1.000e-04, eta: 2:06:43, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9141, loss_cls: 0.9572, loss: 0.9572, grad_norm: 6.4187 2020-07-26 09:29:42,576 - mmaction - INFO - Epoch [47][2720/3757] lr: 1.000e-04, eta: 2:06:30, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9273, loss_cls: 0.8960, loss: 0.8960, grad_norm: 6.4292 2020-07-26 09:29:54,728 - mmaction - INFO - Epoch [47][2740/3757] lr: 1.000e-04, eta: 2:06:18, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.7189 2020-07-26 09:30:06,976 - mmaction - INFO - Epoch [47][2760/3757] lr: 1.000e-04, eta: 2:06:06, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9211, loss_cls: 0.9380, loss: 0.9380, grad_norm: 6.5369 2020-07-26 09:30:19,116 - mmaction - INFO - Epoch [47][2780/3757] lr: 1.000e-04, eta: 2:05:53, time: 0.613, data_time: 0.010, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9078, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.6064 2020-07-26 09:30:31,277 - mmaction - INFO - Epoch [47][2800/3757] lr: 1.000e-04, eta: 2:05:41, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9699, loss: 0.9699, grad_norm: 6.7761 2020-07-26 09:30:43,440 - mmaction - INFO - Epoch [47][2820/3757] lr: 1.000e-04, eta: 2:05:29, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9176, loss: 0.9176, grad_norm: 6.5867 2020-07-26 09:30:55,603 - mmaction - INFO - Epoch [47][2840/3757] lr: 1.000e-04, eta: 2:05:16, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9250, loss_cls: 0.9872, loss: 0.9872, grad_norm: 6.7664 2020-07-26 09:31:07,817 - mmaction - INFO - Epoch [47][2860/3757] lr: 1.000e-04, eta: 2:05:04, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9628, loss: 0.9628, grad_norm: 6.7640 2020-07-26 09:31:20,111 - mmaction - INFO - Epoch [47][2880/3757] lr: 1.000e-04, eta: 2:04:52, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9511, loss: 0.9511, grad_norm: 6.6267 2020-07-26 09:31:32,291 - mmaction - INFO - Epoch [47][2900/3757] lr: 1.000e-04, eta: 2:04:39, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 0.9932, loss: 0.9932, grad_norm: 6.7490 2020-07-26 09:31:44,570 - mmaction - INFO - Epoch [47][2920/3757] lr: 1.000e-04, eta: 2:04:27, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9255, loss: 0.9255, grad_norm: 6.4287 2020-07-26 09:31:56,616 - mmaction - INFO - Epoch [47][2940/3757] lr: 1.000e-04, eta: 2:04:15, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9109, loss_cls: 0.9945, loss: 0.9945, grad_norm: 6.7514 2020-07-26 09:32:08,932 - mmaction - INFO - Epoch [47][2960/3757] lr: 1.000e-04, eta: 2:04:02, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0000, loss: 1.0000, grad_norm: 6.8643 2020-07-26 09:32:21,219 - mmaction - INFO - Epoch [47][2980/3757] lr: 1.000e-04, eta: 2:03:50, time: 0.617, data_time: 0.010, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.8380 2020-07-26 09:32:33,309 - mmaction - INFO - Epoch [47][3000/3757] lr: 1.000e-04, eta: 2:03:38, time: 0.602, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0095, loss: 1.0095, grad_norm: 6.7144 2020-07-26 09:32:45,249 - mmaction - INFO - Epoch [47][3020/3757] lr: 1.000e-04, eta: 2:03:25, time: 0.600, data_time: 0.006, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9109, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.3931 2020-07-26 09:32:57,397 - mmaction - INFO - Epoch [47][3040/3757] lr: 1.000e-04, eta: 2:03:13, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8872, loss: 0.8872, grad_norm: 6.3981 2020-07-26 09:33:09,520 - mmaction - INFO - Epoch [47][3060/3757] lr: 1.000e-04, eta: 2:03:01, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9375, loss_cls: 0.8739, loss: 0.8739, grad_norm: 6.5588 2020-07-26 09:33:21,869 - mmaction - INFO - Epoch [47][3080/3757] lr: 1.000e-04, eta: 2:02:48, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9227, loss_cls: 0.9605, loss: 0.9605, grad_norm: 6.6937 2020-07-26 09:33:33,926 - mmaction - INFO - Epoch [47][3100/3757] lr: 1.000e-04, eta: 2:02:36, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.6137 2020-07-26 09:33:46,077 - mmaction - INFO - Epoch [47][3120/3757] lr: 1.000e-04, eta: 2:02:24, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9172, loss_cls: 0.9660, loss: 0.9660, grad_norm: 6.7343 2020-07-26 09:33:58,216 - mmaction - INFO - Epoch [47][3140/3757] lr: 1.000e-04, eta: 2:02:11, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9156, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.8289 2020-07-26 09:34:10,426 - mmaction - INFO - Epoch [47][3160/3757] lr: 1.000e-04, eta: 2:01:59, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.8953, loss_cls: 1.0519, loss: 1.0519, grad_norm: 6.9715 2020-07-26 09:34:22,676 - mmaction - INFO - Epoch [47][3180/3757] lr: 1.000e-04, eta: 2:01:47, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9164, loss_cls: 0.9621, loss: 0.9621, grad_norm: 6.6503 2020-07-26 09:34:34,937 - mmaction - INFO - Epoch [47][3200/3757] lr: 1.000e-04, eta: 2:01:34, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.0515, loss: 1.0515, grad_norm: 7.0016 2020-07-26 09:34:47,060 - mmaction - INFO - Epoch [47][3220/3757] lr: 1.000e-04, eta: 2:01:22, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9117, loss_cls: 0.9794, loss: 0.9794, grad_norm: 6.6766 2020-07-26 09:34:59,311 - mmaction - INFO - Epoch [47][3240/3757] lr: 1.000e-04, eta: 2:01:09, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9109, loss_cls: 0.9488, loss: 0.9488, grad_norm: 6.6366 2020-07-26 09:35:11,406 - mmaction - INFO - Epoch [47][3260/3757] lr: 1.000e-04, eta: 2:00:57, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9078, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.4294 2020-07-26 09:35:23,614 - mmaction - INFO - Epoch [47][3280/3757] lr: 1.000e-04, eta: 2:00:45, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 0.9976, loss: 0.9976, grad_norm: 6.7698 2020-07-26 09:35:35,956 - mmaction - INFO - Epoch [47][3300/3757] lr: 1.000e-04, eta: 2:00:32, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9172, loss_cls: 0.9485, loss: 0.9485, grad_norm: 6.5994 2020-07-26 09:35:48,243 - mmaction - INFO - Epoch [47][3320/3757] lr: 1.000e-04, eta: 2:00:20, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9676, loss: 0.9676, grad_norm: 6.6902 2020-07-26 09:36:00,333 - mmaction - INFO - Epoch [47][3340/3757] lr: 1.000e-04, eta: 2:00:08, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9605, loss: 0.9605, grad_norm: 6.6473 2020-07-26 09:36:12,605 - mmaction - INFO - Epoch [47][3360/3757] lr: 1.000e-04, eta: 1:59:55, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9078, loss_cls: 0.9593, loss: 0.9593, grad_norm: 6.5122 2020-07-26 09:36:24,706 - mmaction - INFO - Epoch [47][3380/3757] lr: 1.000e-04, eta: 1:59:43, time: 0.608, data_time: 0.009, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9078, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.6762 2020-07-26 09:36:36,880 - mmaction - INFO - Epoch [47][3400/3757] lr: 1.000e-04, eta: 1:59:31, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9219, loss_cls: 0.9408, loss: 0.9408, grad_norm: 6.6620 2020-07-26 09:36:49,546 - mmaction - INFO - Epoch [47][3420/3757] lr: 1.000e-04, eta: 1:59:18, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.8771 2020-07-26 09:37:02,080 - mmaction - INFO - Epoch [47][3440/3757] lr: 1.000e-04, eta: 1:59:06, time: 0.626, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9273, loss_cls: 0.8922, loss: 0.8922, grad_norm: 6.4097 2020-07-26 09:37:14,244 - mmaction - INFO - Epoch [47][3460/3757] lr: 1.000e-04, eta: 1:58:54, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9109, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.8526 2020-07-26 09:37:28,027 - mmaction - INFO - Epoch [47][3480/3757] lr: 1.000e-04, eta: 1:58:41, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9187, loss_cls: 0.9529, loss: 0.9529, grad_norm: 6.6807 2020-07-26 09:37:40,282 - mmaction - INFO - Epoch [47][3500/3757] lr: 1.000e-04, eta: 1:58:29, time: 0.686, data_time: 0.076, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9148, loss_cls: 0.9688, loss: 0.9688, grad_norm: 6.4172 2020-07-26 09:37:52,535 - mmaction - INFO - Epoch [47][3520/3757] lr: 1.000e-04, eta: 1:58:17, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9117, loss_cls: 0.9512, loss: 0.9512, grad_norm: 6.6255 2020-07-26 09:38:04,791 - mmaction - INFO - Epoch [47][3540/3757] lr: 1.000e-04, eta: 1:58:04, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9728, loss: 0.9728, grad_norm: 6.6181 2020-07-26 09:38:16,875 - mmaction - INFO - Epoch [47][3560/3757] lr: 1.000e-04, eta: 1:57:52, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9552, loss: 0.9552, grad_norm: 6.7382 2020-07-26 09:38:29,039 - mmaction - INFO - Epoch [47][3580/3757] lr: 1.000e-04, eta: 1:57:40, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 0.9532, loss: 0.9532, grad_norm: 6.5898 2020-07-26 09:38:41,303 - mmaction - INFO - Epoch [47][3600/3757] lr: 1.000e-04, eta: 1:57:27, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 0.9739, loss: 0.9739, grad_norm: 6.6793 2020-07-26 09:38:53,397 - mmaction - INFO - Epoch [47][3620/3757] lr: 1.000e-04, eta: 1:57:15, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7766, top5_acc: 0.9336, loss_cls: 0.8766, loss: 0.8766, grad_norm: 6.5660 2020-07-26 09:39:05,573 - mmaction - INFO - Epoch [47][3640/3757] lr: 1.000e-04, eta: 1:57:03, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 0.9987, loss: 0.9987, grad_norm: 6.8939 2020-07-26 09:39:17,757 - mmaction - INFO - Epoch [47][3660/3757] lr: 1.000e-04, eta: 1:56:50, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7695, top5_acc: 0.9187, loss_cls: 0.9435, loss: 0.9435, grad_norm: 6.6566 2020-07-26 09:39:29,971 - mmaction - INFO - Epoch [47][3680/3757] lr: 1.000e-04, eta: 1:56:38, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9133, loss_cls: 1.0331, loss: 1.0331, grad_norm: 6.9141 2020-07-26 09:39:42,125 - mmaction - INFO - Epoch [47][3700/3757] lr: 1.000e-04, eta: 1:56:26, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9016, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.8664 2020-07-26 09:39:54,439 - mmaction - INFO - Epoch [47][3720/3757] lr: 1.000e-04, eta: 1:56:13, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7750, top5_acc: 0.9211, loss_cls: 0.9240, loss: 0.9240, grad_norm: 6.5619 2020-07-26 09:40:06,539 - mmaction - INFO - Epoch [47][3740/3757] lr: 1.000e-04, eta: 1:56:01, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9148, loss_cls: 1.0064, loss: 1.0064, grad_norm: 6.8241 2020-07-26 09:40:16,886 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-07-26 09:40:40,112 - mmaction - INFO - Epoch [48][20/3757] lr: 1.000e-04, eta: 1:55:38, time: 1.139, data_time: 0.448, memory: 7079, top1_acc: 0.7695, top5_acc: 0.9156, loss_cls: 0.9451, loss: 0.9451, grad_norm: 6.5552 2020-07-26 09:40:52,349 - mmaction - INFO - Epoch [48][40/3757] lr: 1.000e-04, eta: 1:55:26, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9164, loss_cls: 0.9544, loss: 0.9544, grad_norm: 6.4443 2020-07-26 09:41:04,431 - mmaction - INFO - Epoch [48][60/3757] lr: 1.000e-04, eta: 1:55:14, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9250, loss_cls: 0.9157, loss: 0.9157, grad_norm: 6.5743 2020-07-26 09:41:16,634 - mmaction - INFO - Epoch [48][80/3757] lr: 1.000e-04, eta: 1:55:01, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9164, loss_cls: 0.9864, loss: 0.9864, grad_norm: 6.7883 2020-07-26 09:41:28,696 - mmaction - INFO - Epoch [48][100/3757] lr: 1.000e-04, eta: 1:54:49, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0006, loss: 1.0006, grad_norm: 6.7103 2020-07-26 09:41:40,911 - mmaction - INFO - Epoch [48][120/3757] lr: 1.000e-04, eta: 1:54:36, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.9157, loss: 0.9157, grad_norm: 6.5353 2020-07-26 09:41:53,187 - mmaction - INFO - Epoch [48][140/3757] lr: 1.000e-04, eta: 1:54:24, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9148, loss_cls: 0.9838, loss: 0.9838, grad_norm: 6.7234 2020-07-26 09:42:05,472 - mmaction - INFO - Epoch [48][160/3757] lr: 1.000e-04, eta: 1:54:12, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9750, loss: 0.9750, grad_norm: 6.5719 2020-07-26 09:42:17,600 - mmaction - INFO - Epoch [48][180/3757] lr: 1.000e-04, eta: 1:53:59, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9412, loss: 0.9412, grad_norm: 6.7225 2020-07-26 09:42:29,710 - mmaction - INFO - Epoch [48][200/3757] lr: 1.000e-04, eta: 1:53:47, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9187, loss_cls: 0.9232, loss: 0.9232, grad_norm: 6.5001 2020-07-26 09:42:41,928 - mmaction - INFO - Epoch [48][220/3757] lr: 1.000e-04, eta: 1:53:35, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9078, loss_cls: 0.9584, loss: 0.9584, grad_norm: 6.6638 2020-07-26 09:42:54,221 - mmaction - INFO - Epoch [48][240/3757] lr: 1.000e-04, eta: 1:53:22, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9094, loss_cls: 0.9808, loss: 0.9808, grad_norm: 6.7512 2020-07-26 09:43:06,102 - mmaction - INFO - Epoch [48][260/3757] lr: 1.000e-04, eta: 1:53:10, time: 0.595, data_time: 0.002, memory: 7079, top1_acc: 0.7695, top5_acc: 0.9078, loss_cls: 0.9800, loss: 0.9800, grad_norm: 6.7229 2020-07-26 09:43:18,320 - mmaction - INFO - Epoch [48][280/3757] lr: 1.000e-04, eta: 1:52:58, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9125, loss_cls: 0.9677, loss: 0.9677, grad_norm: 6.6971 2020-07-26 09:43:30,382 - mmaction - INFO - Epoch [48][300/3757] lr: 1.000e-04, eta: 1:52:45, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9558, loss: 0.9558, grad_norm: 6.7647 2020-07-26 09:43:42,471 - mmaction - INFO - Epoch [48][320/3757] lr: 1.000e-04, eta: 1:52:33, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9807, loss: 0.9807, grad_norm: 6.5729 2020-07-26 09:43:54,681 - mmaction - INFO - Epoch [48][340/3757] lr: 1.000e-04, eta: 1:52:21, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9187, loss_cls: 0.9811, loss: 0.9811, grad_norm: 6.7371 2020-07-26 09:44:07,339 - mmaction - INFO - Epoch [48][360/3757] lr: 1.000e-04, eta: 1:52:08, time: 0.628, data_time: 0.008, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9187, loss_cls: 0.9241, loss: 0.9241, grad_norm: 6.5565 2020-07-26 09:44:19,550 - mmaction - INFO - Epoch [48][380/3757] lr: 1.000e-04, eta: 1:51:56, time: 0.616, data_time: 0.009, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9266, loss_cls: 0.9182, loss: 0.9182, grad_norm: 6.6104 2020-07-26 09:44:31,801 - mmaction - INFO - Epoch [48][400/3757] lr: 1.000e-04, eta: 1:51:44, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7727, top5_acc: 0.9094, loss_cls: 0.9291, loss: 0.9291, grad_norm: 6.4701 2020-07-26 09:44:43,921 - mmaction - INFO - Epoch [48][420/3757] lr: 1.000e-04, eta: 1:51:31, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9062, loss_cls: 0.9500, loss: 0.9500, grad_norm: 6.7150 2020-07-26 09:44:56,081 - mmaction - INFO - Epoch [48][440/3757] lr: 1.000e-04, eta: 1:51:19, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0527, loss: 1.0527, grad_norm: 6.9088 2020-07-26 09:45:08,256 - mmaction - INFO - Epoch [48][460/3757] lr: 1.000e-04, eta: 1:51:07, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0135, loss: 1.0135, grad_norm: 7.0351 2020-07-26 09:45:20,508 - mmaction - INFO - Epoch [48][480/3757] lr: 1.000e-04, eta: 1:50:54, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9180, loss_cls: 0.9372, loss: 0.9372, grad_norm: 6.6148 2020-07-26 09:45:32,613 - mmaction - INFO - Epoch [48][500/3757] lr: 1.000e-04, eta: 1:50:42, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9211, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.8913 2020-07-26 09:45:44,698 - mmaction - INFO - Epoch [48][520/3757] lr: 1.000e-04, eta: 1:50:30, time: 0.601, data_time: 0.005, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9133, loss_cls: 0.9723, loss: 0.9723, grad_norm: 6.7675 2020-07-26 09:45:56,898 - mmaction - INFO - Epoch [48][540/3757] lr: 1.000e-04, eta: 1:50:17, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0141, loss: 1.0141, grad_norm: 6.9091 2020-07-26 09:46:09,415 - mmaction - INFO - Epoch [48][560/3757] lr: 1.000e-04, eta: 1:50:05, time: 0.622, data_time: 0.006, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9164, loss_cls: 0.8854, loss: 0.8854, grad_norm: 6.4680 2020-07-26 09:46:21,652 - mmaction - INFO - Epoch [48][580/3757] lr: 1.000e-04, eta: 1:49:53, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.6621 2020-07-26 09:46:33,838 - mmaction - INFO - Epoch [48][600/3757] lr: 1.000e-04, eta: 1:49:40, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9273, loss_cls: 0.9266, loss: 0.9266, grad_norm: 6.5366 2020-07-26 09:46:45,947 - mmaction - INFO - Epoch [48][620/3757] lr: 1.000e-04, eta: 1:49:28, time: 0.606, data_time: 0.004, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9305, loss_cls: 0.8954, loss: 0.8954, grad_norm: 6.2920 2020-07-26 09:46:58,215 - mmaction - INFO - Epoch [48][640/3757] lr: 1.000e-04, eta: 1:49:16, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9219, loss_cls: 0.9633, loss: 0.9633, grad_norm: 6.6989 2020-07-26 09:47:10,395 - mmaction - INFO - Epoch [48][660/3757] lr: 1.000e-04, eta: 1:49:03, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9117, loss_cls: 0.9585, loss: 0.9585, grad_norm: 6.4287 2020-07-26 09:47:22,599 - mmaction - INFO - Epoch [48][680/3757] lr: 1.000e-04, eta: 1:48:51, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7703, top5_acc: 0.9031, loss_cls: 0.9373, loss: 0.9373, grad_norm: 6.4909 2020-07-26 09:47:34,635 - mmaction - INFO - Epoch [48][700/3757] lr: 1.000e-04, eta: 1:48:39, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0212, loss: 1.0212, grad_norm: 6.8693 2020-07-26 09:47:46,785 - mmaction - INFO - Epoch [48][720/3757] lr: 1.000e-04, eta: 1:48:26, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7703, top5_acc: 0.9305, loss_cls: 0.8660, loss: 0.8660, grad_norm: 6.4028 2020-07-26 09:47:59,026 - mmaction - INFO - Epoch [48][740/3757] lr: 1.000e-04, eta: 1:48:14, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9023, loss_cls: 0.9579, loss: 0.9579, grad_norm: 6.5279 2020-07-26 09:48:11,284 - mmaction - INFO - Epoch [48][760/3757] lr: 1.000e-04, eta: 1:48:02, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9227, loss_cls: 0.9632, loss: 0.9632, grad_norm: 6.7544 2020-07-26 09:48:23,438 - mmaction - INFO - Epoch [48][780/3757] lr: 1.000e-04, eta: 1:47:49, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9047, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.6106 2020-07-26 09:48:35,598 - mmaction - INFO - Epoch [48][800/3757] lr: 1.000e-04, eta: 1:47:37, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0477, loss: 1.0477, grad_norm: 7.0658 2020-07-26 09:48:47,767 - mmaction - INFO - Epoch [48][820/3757] lr: 1.000e-04, eta: 1:47:25, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9070, loss_cls: 0.9879, loss: 0.9879, grad_norm: 6.6994 2020-07-26 09:49:00,015 - mmaction - INFO - Epoch [48][840/3757] lr: 1.000e-04, eta: 1:47:12, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0183, loss: 1.0183, grad_norm: 6.8886 2020-07-26 09:49:12,142 - mmaction - INFO - Epoch [48][860/3757] lr: 1.000e-04, eta: 1:47:00, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9047, loss_cls: 0.9299, loss: 0.9299, grad_norm: 6.4779 2020-07-26 09:49:24,330 - mmaction - INFO - Epoch [48][880/3757] lr: 1.000e-04, eta: 1:46:47, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9086, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.6369 2020-07-26 09:49:36,475 - mmaction - INFO - Epoch [48][900/3757] lr: 1.000e-04, eta: 1:46:35, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9164, loss_cls: 0.9481, loss: 0.9481, grad_norm: 6.5215 2020-07-26 09:49:48,886 - mmaction - INFO - Epoch [48][920/3757] lr: 1.000e-04, eta: 1:46:23, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7859, top5_acc: 0.9195, loss_cls: 0.9026, loss: 0.9026, grad_norm: 6.3047 2020-07-26 09:50:00,888 - mmaction - INFO - Epoch [48][940/3757] lr: 1.000e-04, eta: 1:46:10, time: 0.607, data_time: 0.009, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9023, loss_cls: 0.9759, loss: 0.9759, grad_norm: 6.6409 2020-07-26 09:50:13,257 - mmaction - INFO - Epoch [48][960/3757] lr: 1.000e-04, eta: 1:45:58, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7703, top5_acc: 0.9172, loss_cls: 0.9542, loss: 0.9542, grad_norm: 6.6383 2020-07-26 09:50:25,409 - mmaction - INFO - Epoch [48][980/3757] lr: 1.000e-04, eta: 1:45:46, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.7553 2020-07-26 09:50:37,548 - mmaction - INFO - Epoch [48][1000/3757] lr: 1.000e-04, eta: 1:45:33, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8938, loss_cls: 1.0636, loss: 1.0636, grad_norm: 6.8581 2020-07-26 09:50:49,809 - mmaction - INFO - Epoch [48][1020/3757] lr: 1.000e-04, eta: 1:45:21, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 1.0211, loss: 1.0211, grad_norm: 6.8013 2020-07-26 09:51:01,974 - mmaction - INFO - Epoch [48][1040/3757] lr: 1.000e-04, eta: 1:45:09, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.7341 2020-07-26 09:51:14,051 - mmaction - INFO - Epoch [48][1060/3757] lr: 1.000e-04, eta: 1:44:56, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9070, loss_cls: 0.9610, loss: 0.9610, grad_norm: 6.7357 2020-07-26 09:51:26,273 - mmaction - INFO - Epoch [48][1080/3757] lr: 1.000e-04, eta: 1:44:44, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9266, loss_cls: 0.9147, loss: 0.9147, grad_norm: 6.5129 2020-07-26 09:51:38,631 - mmaction - INFO - Epoch [48][1100/3757] lr: 1.000e-04, eta: 1:44:32, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9156, loss_cls: 0.9520, loss: 0.9520, grad_norm: 6.6872 2020-07-26 09:51:50,680 - mmaction - INFO - Epoch [48][1120/3757] lr: 1.000e-04, eta: 1:44:19, time: 0.602, data_time: 0.002, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9156, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.7761 2020-07-26 09:52:02,942 - mmaction - INFO - Epoch [48][1140/3757] lr: 1.000e-04, eta: 1:44:07, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9740, loss: 0.9740, grad_norm: 6.6862 2020-07-26 09:52:15,270 - mmaction - INFO - Epoch [48][1160/3757] lr: 1.000e-04, eta: 1:43:55, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7742, top5_acc: 0.9156, loss_cls: 0.9190, loss: 0.9190, grad_norm: 6.4613 2020-07-26 09:52:27,506 - mmaction - INFO - Epoch [48][1180/3757] lr: 1.000e-04, eta: 1:43:42, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.8930, loss: 0.8930, grad_norm: 6.4141 2020-07-26 09:52:39,614 - mmaction - INFO - Epoch [48][1200/3757] lr: 1.000e-04, eta: 1:43:30, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9164, loss_cls: 0.9381, loss: 0.9381, grad_norm: 6.6799 2020-07-26 09:52:51,859 - mmaction - INFO - Epoch [48][1220/3757] lr: 1.000e-04, eta: 1:43:18, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.8977, loss_cls: 1.0214, loss: 1.0214, grad_norm: 6.7267 2020-07-26 09:53:04,003 - mmaction - INFO - Epoch [48][1240/3757] lr: 1.000e-04, eta: 1:43:05, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9203, loss_cls: 0.9108, loss: 0.9108, grad_norm: 6.4533 2020-07-26 09:53:16,254 - mmaction - INFO - Epoch [48][1260/3757] lr: 1.000e-04, eta: 1:42:53, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7766, top5_acc: 0.9187, loss_cls: 0.9222, loss: 0.9222, grad_norm: 6.4767 2020-07-26 09:53:28,384 - mmaction - INFO - Epoch [48][1280/3757] lr: 1.000e-04, eta: 1:42:41, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.8851, loss: 0.8851, grad_norm: 6.3806 2020-07-26 09:53:40,725 - mmaction - INFO - Epoch [48][1300/3757] lr: 1.000e-04, eta: 1:42:28, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9031, loss_cls: 1.0056, loss: 1.0056, grad_norm: 6.6777 2020-07-26 09:53:52,885 - mmaction - INFO - Epoch [48][1320/3757] lr: 1.000e-04, eta: 1:42:16, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7695, top5_acc: 0.9180, loss_cls: 0.9275, loss: 0.9275, grad_norm: 6.5699 2020-07-26 09:54:05,126 - mmaction - INFO - Epoch [48][1340/3757] lr: 1.000e-04, eta: 1:42:04, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7477, top5_acc: 0.8992, loss_cls: 0.9680, loss: 0.9680, grad_norm: 6.5911 2020-07-26 09:54:17,347 - mmaction - INFO - Epoch [48][1360/3757] lr: 1.000e-04, eta: 1:41:51, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9195, loss_cls: 1.0166, loss: 1.0166, grad_norm: 7.0311 2020-07-26 09:54:29,577 - mmaction - INFO - Epoch [48][1380/3757] lr: 1.000e-04, eta: 1:41:39, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9148, loss_cls: 0.9262, loss: 0.9262, grad_norm: 6.5394 2020-07-26 09:54:41,860 - mmaction - INFO - Epoch [48][1400/3757] lr: 1.000e-04, eta: 1:41:27, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9117, loss_cls: 0.9626, loss: 0.9626, grad_norm: 6.6554 2020-07-26 09:54:54,198 - mmaction - INFO - Epoch [48][1420/3757] lr: 1.000e-04, eta: 1:41:14, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 1.0279, loss: 1.0279, grad_norm: 6.9939 2020-07-26 09:55:06,423 - mmaction - INFO - Epoch [48][1440/3757] lr: 1.000e-04, eta: 1:41:02, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.7096 2020-07-26 09:55:18,692 - mmaction - INFO - Epoch [48][1460/3757] lr: 1.000e-04, eta: 1:40:50, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9477, loss: 0.9477, grad_norm: 6.6228 2020-07-26 09:55:30,820 - mmaction - INFO - Epoch [48][1480/3757] lr: 1.000e-04, eta: 1:40:37, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9164, loss_cls: 0.9730, loss: 0.9730, grad_norm: 6.5980 2020-07-26 09:55:42,987 - mmaction - INFO - Epoch [48][1500/3757] lr: 1.000e-04, eta: 1:40:25, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9156, loss_cls: 0.9874, loss: 0.9874, grad_norm: 6.6337 2020-07-26 09:55:55,187 - mmaction - INFO - Epoch [48][1520/3757] lr: 1.000e-04, eta: 1:40:13, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0113, loss: 1.0113, grad_norm: 6.6276 2020-07-26 09:56:07,458 - mmaction - INFO - Epoch [48][1540/3757] lr: 1.000e-04, eta: 1:40:00, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9047, loss_cls: 1.0261, loss: 1.0261, grad_norm: 6.7959 2020-07-26 09:56:19,747 - mmaction - INFO - Epoch [48][1560/3757] lr: 1.000e-04, eta: 1:39:48, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7898, top5_acc: 0.9156, loss_cls: 0.8931, loss: 0.8931, grad_norm: 6.4576 2020-07-26 09:56:32,043 - mmaction - INFO - Epoch [48][1580/3757] lr: 1.000e-04, eta: 1:39:36, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.7223 2020-07-26 09:56:44,191 - mmaction - INFO - Epoch [48][1600/3757] lr: 1.000e-04, eta: 1:39:23, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9046, loss: 0.9046, grad_norm: 6.5699 2020-07-26 09:56:56,482 - mmaction - INFO - Epoch [48][1620/3757] lr: 1.000e-04, eta: 1:39:11, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9023, loss_cls: 0.9900, loss: 0.9900, grad_norm: 6.8332 2020-07-26 09:57:08,940 - mmaction - INFO - Epoch [48][1640/3757] lr: 1.000e-04, eta: 1:38:59, time: 0.625, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0574, loss: 1.0574, grad_norm: 6.9533 2020-07-26 09:57:21,270 - mmaction - INFO - Epoch [48][1660/3757] lr: 1.000e-04, eta: 1:38:46, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.8961, loss_cls: 1.0464, loss: 1.0464, grad_norm: 6.6622 2020-07-26 09:57:33,412 - mmaction - INFO - Epoch [48][1680/3757] lr: 1.000e-04, eta: 1:38:34, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9289, loss_cls: 0.9008, loss: 0.9008, grad_norm: 6.5600 2020-07-26 09:57:45,665 - mmaction - INFO - Epoch [48][1700/3757] lr: 1.000e-04, eta: 1:38:22, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 0.9781, loss: 0.9781, grad_norm: 6.6587 2020-07-26 09:57:57,866 - mmaction - INFO - Epoch [48][1720/3757] lr: 1.000e-04, eta: 1:38:09, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9109, loss_cls: 0.9556, loss: 0.9556, grad_norm: 6.4683 2020-07-26 09:58:10,106 - mmaction - INFO - Epoch [48][1740/3757] lr: 1.000e-04, eta: 1:37:57, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9023, loss_cls: 0.9677, loss: 0.9677, grad_norm: 6.5833 2020-07-26 09:58:22,429 - mmaction - INFO - Epoch [48][1760/3757] lr: 1.000e-04, eta: 1:37:45, time: 0.616, data_time: 0.003, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9180, loss_cls: 0.9740, loss: 0.9740, grad_norm: 6.6716 2020-07-26 09:58:34,613 - mmaction - INFO - Epoch [48][1780/3757] lr: 1.000e-04, eta: 1:37:32, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 0.9791, loss: 0.9791, grad_norm: 6.7198 2020-07-26 09:58:46,695 - mmaction - INFO - Epoch [48][1800/3757] lr: 1.000e-04, eta: 1:37:20, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9141, loss_cls: 0.9776, loss: 0.9776, grad_norm: 6.7605 2020-07-26 09:58:58,934 - mmaction - INFO - Epoch [48][1820/3757] lr: 1.000e-04, eta: 1:37:08, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 1.0029, loss: 1.0029, grad_norm: 6.8788 2020-07-26 09:59:11,034 - mmaction - INFO - Epoch [48][1840/3757] lr: 1.000e-04, eta: 1:36:55, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9102, loss_cls: 1.0093, loss: 1.0093, grad_norm: 6.9409 2020-07-26 09:59:23,320 - mmaction - INFO - Epoch [48][1860/3757] lr: 1.000e-04, eta: 1:36:43, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9266, loss_cls: 0.9335, loss: 0.9335, grad_norm: 6.7169 2020-07-26 09:59:35,532 - mmaction - INFO - Epoch [48][1880/3757] lr: 1.000e-04, eta: 1:36:31, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9759, loss: 0.9759, grad_norm: 6.7353 2020-07-26 09:59:47,948 - mmaction - INFO - Epoch [48][1900/3757] lr: 1.000e-04, eta: 1:36:18, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 1.0415, loss: 1.0415, grad_norm: 7.1892 2020-07-26 09:59:59,872 - mmaction - INFO - Epoch [48][1920/3757] lr: 1.000e-04, eta: 1:36:06, time: 0.596, data_time: 0.004, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8930, loss_cls: 1.0647, loss: 1.0647, grad_norm: 6.7668 2020-07-26 10:00:14,594 - mmaction - INFO - Epoch [48][1940/3757] lr: 1.000e-04, eta: 1:35:54, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9086, loss_cls: 0.9637, loss: 0.9637, grad_norm: 6.4942 2020-07-26 10:00:26,816 - mmaction - INFO - Epoch [48][1960/3757] lr: 1.000e-04, eta: 1:35:41, time: 0.629, data_time: 0.026, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9164, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.8747 2020-07-26 10:00:39,005 - mmaction - INFO - Epoch [48][1980/3757] lr: 1.000e-04, eta: 1:35:29, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9211, loss_cls: 0.9650, loss: 0.9650, grad_norm: 6.6842 2020-07-26 10:00:51,385 - mmaction - INFO - Epoch [48][2000/3757] lr: 1.000e-04, eta: 1:35:17, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9102, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.7071 2020-07-26 10:01:03,596 - mmaction - INFO - Epoch [48][2020/3757] lr: 1.000e-04, eta: 1:35:04, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9211, loss_cls: 0.9750, loss: 0.9750, grad_norm: 6.8401 2020-07-26 10:01:15,798 - mmaction - INFO - Epoch [48][2040/3757] lr: 1.000e-04, eta: 1:34:52, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7727, top5_acc: 0.9180, loss_cls: 0.9319, loss: 0.9319, grad_norm: 6.7075 2020-07-26 10:01:27,938 - mmaction - INFO - Epoch [48][2060/3757] lr: 1.000e-04, eta: 1:34:40, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9117, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.7503 2020-07-26 10:01:40,378 - mmaction - INFO - Epoch [48][2080/3757] lr: 1.000e-04, eta: 1:34:27, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9125, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.7861 2020-07-26 10:01:52,559 - mmaction - INFO - Epoch [48][2100/3757] lr: 1.000e-04, eta: 1:34:15, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9172, loss_cls: 0.9562, loss: 0.9562, grad_norm: 6.7034 2020-07-26 10:02:04,748 - mmaction - INFO - Epoch [48][2120/3757] lr: 1.000e-04, eta: 1:34:03, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9133, loss_cls: 0.9987, loss: 0.9987, grad_norm: 6.6900 2020-07-26 10:02:16,843 - mmaction - INFO - Epoch [48][2140/3757] lr: 1.000e-04, eta: 1:33:50, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9047, loss_cls: 0.9729, loss: 0.9729, grad_norm: 6.6051 2020-07-26 10:02:28,993 - mmaction - INFO - Epoch [48][2160/3757] lr: 1.000e-04, eta: 1:33:38, time: 0.604, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9000, loss_cls: 1.0133, loss: 1.0133, grad_norm: 6.7565 2020-07-26 10:02:41,130 - mmaction - INFO - Epoch [48][2180/3757] lr: 1.000e-04, eta: 1:33:26, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9195, loss_cls: 0.9363, loss: 0.9363, grad_norm: 6.7269 2020-07-26 10:02:53,455 - mmaction - INFO - Epoch [48][2200/3757] lr: 1.000e-04, eta: 1:33:13, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9195, loss_cls: 0.9366, loss: 0.9366, grad_norm: 6.6757 2020-07-26 10:03:05,613 - mmaction - INFO - Epoch [48][2220/3757] lr: 1.000e-04, eta: 1:33:01, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9031, loss_cls: 1.0441, loss: 1.0441, grad_norm: 7.0936 2020-07-26 10:03:17,771 - mmaction - INFO - Epoch [48][2240/3757] lr: 1.000e-04, eta: 1:32:49, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9141, loss_cls: 0.9542, loss: 0.9542, grad_norm: 6.7092 2020-07-26 10:03:29,963 - mmaction - INFO - Epoch [48][2260/3757] lr: 1.000e-04, eta: 1:32:36, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9737, loss: 0.9737, grad_norm: 6.7472 2020-07-26 10:03:42,171 - mmaction - INFO - Epoch [48][2280/3757] lr: 1.000e-04, eta: 1:32:24, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9195, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.8551 2020-07-26 10:03:54,323 - mmaction - INFO - Epoch [48][2300/3757] lr: 1.000e-04, eta: 1:32:12, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.8049 2020-07-26 10:04:06,692 - mmaction - INFO - Epoch [48][2320/3757] lr: 1.000e-04, eta: 1:31:59, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9810, loss: 0.9810, grad_norm: 6.6439 2020-07-26 10:04:18,839 - mmaction - INFO - Epoch [48][2340/3757] lr: 1.000e-04, eta: 1:31:47, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0218, loss: 1.0218, grad_norm: 6.9897 2020-07-26 10:04:31,182 - mmaction - INFO - Epoch [48][2360/3757] lr: 1.000e-04, eta: 1:31:34, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9180, loss_cls: 0.9334, loss: 0.9334, grad_norm: 6.5351 2020-07-26 10:04:43,308 - mmaction - INFO - Epoch [48][2380/3757] lr: 1.000e-04, eta: 1:31:22, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9187, loss_cls: 0.9513, loss: 0.9513, grad_norm: 6.7991 2020-07-26 10:04:55,554 - mmaction - INFO - Epoch [48][2400/3757] lr: 1.000e-04, eta: 1:31:10, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9320, loss_cls: 0.9093, loss: 0.9093, grad_norm: 6.6494 2020-07-26 10:05:07,764 - mmaction - INFO - Epoch [48][2420/3757] lr: 1.000e-04, eta: 1:30:57, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 0.9589, loss: 0.9589, grad_norm: 6.5947 2020-07-26 10:05:19,910 - mmaction - INFO - Epoch [48][2440/3757] lr: 1.000e-04, eta: 1:30:45, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9133, loss_cls: 0.9574, loss: 0.9574, grad_norm: 6.4987 2020-07-26 10:05:32,018 - mmaction - INFO - Epoch [48][2460/3757] lr: 1.000e-04, eta: 1:30:33, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9203, loss: 0.9203, grad_norm: 6.5338 2020-07-26 10:05:44,183 - mmaction - INFO - Epoch [48][2480/3757] lr: 1.000e-04, eta: 1:30:20, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9078, loss_cls: 0.9927, loss: 0.9927, grad_norm: 6.8815 2020-07-26 10:05:56,359 - mmaction - INFO - Epoch [48][2500/3757] lr: 1.000e-04, eta: 1:30:08, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9720, loss: 0.9720, grad_norm: 6.7499 2020-07-26 10:06:08,500 - mmaction - INFO - Epoch [48][2520/3757] lr: 1.000e-04, eta: 1:29:56, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9102, loss_cls: 0.9959, loss: 0.9959, grad_norm: 6.7477 2020-07-26 10:06:20,802 - mmaction - INFO - Epoch [48][2540/3757] lr: 1.000e-04, eta: 1:29:43, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9983, loss: 0.9983, grad_norm: 6.5591 2020-07-26 10:06:32,948 - mmaction - INFO - Epoch [48][2560/3757] lr: 1.000e-04, eta: 1:29:31, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9187, loss_cls: 0.9592, loss: 0.9592, grad_norm: 6.7808 2020-07-26 10:06:45,164 - mmaction - INFO - Epoch [48][2580/3757] lr: 1.000e-04, eta: 1:29:19, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9094, loss_cls: 0.9351, loss: 0.9351, grad_norm: 6.4385 2020-07-26 10:06:57,381 - mmaction - INFO - Epoch [48][2600/3757] lr: 1.000e-04, eta: 1:29:06, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 1.0318, loss: 1.0318, grad_norm: 7.0275 2020-07-26 10:07:09,528 - mmaction - INFO - Epoch [48][2620/3757] lr: 1.000e-04, eta: 1:28:54, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9070, loss_cls: 1.0213, loss: 1.0213, grad_norm: 7.0621 2020-07-26 10:07:21,597 - mmaction - INFO - Epoch [48][2640/3757] lr: 1.000e-04, eta: 1:28:42, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.7663 2020-07-26 10:07:33,812 - mmaction - INFO - Epoch [48][2660/3757] lr: 1.000e-04, eta: 1:28:29, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 0.9738, loss: 0.9738, grad_norm: 6.6662 2020-07-26 10:07:46,134 - mmaction - INFO - Epoch [48][2680/3757] lr: 1.000e-04, eta: 1:28:17, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9363, loss: 0.9363, grad_norm: 6.4876 2020-07-26 10:07:58,343 - mmaction - INFO - Epoch [48][2700/3757] lr: 1.000e-04, eta: 1:28:05, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7703, top5_acc: 0.9211, loss_cls: 0.9019, loss: 0.9019, grad_norm: 6.5277 2020-07-26 10:08:10,660 - mmaction - INFO - Epoch [48][2720/3757] lr: 1.000e-04, eta: 1:27:52, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7703, top5_acc: 0.9211, loss_cls: 0.9200, loss: 0.9200, grad_norm: 6.6787 2020-07-26 10:08:22,874 - mmaction - INFO - Epoch [48][2740/3757] lr: 1.000e-04, eta: 1:27:40, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.7568 2020-07-26 10:08:35,013 - mmaction - INFO - Epoch [48][2760/3757] lr: 1.000e-04, eta: 1:27:28, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 0.9837, loss: 0.9837, grad_norm: 6.8047 2020-07-26 10:08:47,199 - mmaction - INFO - Epoch [48][2780/3757] lr: 1.000e-04, eta: 1:27:15, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9258, loss_cls: 0.9431, loss: 0.9431, grad_norm: 6.6337 2020-07-26 10:08:59,349 - mmaction - INFO - Epoch [48][2800/3757] lr: 1.000e-04, eta: 1:27:03, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 1.0299, loss: 1.0299, grad_norm: 6.7568 2020-07-26 10:09:11,505 - mmaction - INFO - Epoch [48][2820/3757] lr: 1.000e-04, eta: 1:26:51, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 0.9819, loss: 0.9819, grad_norm: 6.6957 2020-07-26 10:09:23,852 - mmaction - INFO - Epoch [48][2840/3757] lr: 1.000e-04, eta: 1:26:38, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9717, loss: 0.9717, grad_norm: 6.8011 2020-07-26 10:09:36,024 - mmaction - INFO - Epoch [48][2860/3757] lr: 1.000e-04, eta: 1:26:26, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 0.9688, loss: 0.9688, grad_norm: 6.7195 2020-07-26 10:09:48,233 - mmaction - INFO - Epoch [48][2880/3757] lr: 1.000e-04, eta: 1:26:14, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9047, loss_cls: 1.0487, loss: 1.0487, grad_norm: 6.9151 2020-07-26 10:10:00,457 - mmaction - INFO - Epoch [48][2900/3757] lr: 1.000e-04, eta: 1:26:01, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 0.9983, loss: 0.9983, grad_norm: 6.8387 2020-07-26 10:10:12,840 - mmaction - INFO - Epoch [48][2920/3757] lr: 1.000e-04, eta: 1:25:49, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9141, loss_cls: 0.8947, loss: 0.8947, grad_norm: 6.4348 2020-07-26 10:10:25,011 - mmaction - INFO - Epoch [48][2940/3757] lr: 1.000e-04, eta: 1:25:37, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 1.0215, loss: 1.0215, grad_norm: 6.7098 2020-07-26 10:10:37,300 - mmaction - INFO - Epoch [48][2960/3757] lr: 1.000e-04, eta: 1:25:24, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9195, loss_cls: 0.9609, loss: 0.9609, grad_norm: 6.7889 2020-07-26 10:10:49,566 - mmaction - INFO - Epoch [48][2980/3757] lr: 1.000e-04, eta: 1:25:12, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9125, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.6225 2020-07-26 10:11:01,903 - mmaction - INFO - Epoch [48][3000/3757] lr: 1.000e-04, eta: 1:25:00, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9133, loss_cls: 0.9604, loss: 0.9604, grad_norm: 6.6150 2020-07-26 10:11:14,205 - mmaction - INFO - Epoch [48][3020/3757] lr: 1.000e-04, eta: 1:24:47, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9086, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.7064 2020-07-26 10:11:26,315 - mmaction - INFO - Epoch [48][3040/3757] lr: 1.000e-04, eta: 1:24:35, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9148, loss_cls: 0.9738, loss: 0.9738, grad_norm: 6.7264 2020-07-26 10:11:38,630 - mmaction - INFO - Epoch [48][3060/3757] lr: 1.000e-04, eta: 1:24:23, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9073, loss: 0.9073, grad_norm: 6.5663 2020-07-26 10:11:50,928 - mmaction - INFO - Epoch [48][3080/3757] lr: 1.000e-04, eta: 1:24:10, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0011, loss: 1.0011, grad_norm: 6.9722 2020-07-26 10:12:03,093 - mmaction - INFO - Epoch [48][3100/3757] lr: 1.000e-04, eta: 1:23:58, time: 0.609, data_time: 0.002, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9094, loss_cls: 0.9624, loss: 0.9624, grad_norm: 6.5366 2020-07-26 10:12:15,412 - mmaction - INFO - Epoch [48][3120/3757] lr: 1.000e-04, eta: 1:23:46, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 0.9856, loss: 0.9856, grad_norm: 6.6401 2020-07-26 10:12:27,590 - mmaction - INFO - Epoch [48][3140/3757] lr: 1.000e-04, eta: 1:23:33, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9164, loss_cls: 0.9298, loss: 0.9298, grad_norm: 6.5115 2020-07-26 10:12:39,613 - mmaction - INFO - Epoch [48][3160/3757] lr: 1.000e-04, eta: 1:23:21, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9164, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.8802 2020-07-26 10:12:51,963 - mmaction - INFO - Epoch [48][3180/3757] lr: 1.000e-04, eta: 1:23:09, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 0.9500, loss: 0.9500, grad_norm: 6.5354 2020-07-26 10:13:03,950 - mmaction - INFO - Epoch [48][3200/3757] lr: 1.000e-04, eta: 1:22:56, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9094, loss_cls: 0.9913, loss: 0.9913, grad_norm: 6.7034 2020-07-26 10:13:16,245 - mmaction - INFO - Epoch [48][3220/3757] lr: 1.000e-04, eta: 1:22:44, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9655, loss: 0.9655, grad_norm: 6.7671 2020-07-26 10:13:28,478 - mmaction - INFO - Epoch [48][3240/3757] lr: 1.000e-04, eta: 1:22:32, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9141, loss_cls: 0.9950, loss: 0.9950, grad_norm: 6.7172 2020-07-26 10:13:40,732 - mmaction - INFO - Epoch [48][3260/3757] lr: 1.000e-04, eta: 1:22:19, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9211, loss_cls: 0.9410, loss: 0.9410, grad_norm: 6.6316 2020-07-26 10:13:52,910 - mmaction - INFO - Epoch [48][3280/3757] lr: 1.000e-04, eta: 1:22:07, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9352, loss_cls: 0.8848, loss: 0.8848, grad_norm: 6.2728 2020-07-26 10:14:05,165 - mmaction - INFO - Epoch [48][3300/3757] lr: 1.000e-04, eta: 1:21:55, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9203, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.7426 2020-07-26 10:14:17,252 - mmaction - INFO - Epoch [48][3320/3757] lr: 1.000e-04, eta: 1:21:42, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9023, loss_cls: 1.0260, loss: 1.0260, grad_norm: 6.8336 2020-07-26 10:14:29,476 - mmaction - INFO - Epoch [48][3340/3757] lr: 1.000e-04, eta: 1:21:30, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9180, loss_cls: 0.9181, loss: 0.9181, grad_norm: 6.5465 2020-07-26 10:14:41,813 - mmaction - INFO - Epoch [48][3360/3757] lr: 1.000e-04, eta: 1:21:18, time: 0.617, data_time: 0.004, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9195, loss_cls: 0.9361, loss: 0.9361, grad_norm: 6.6125 2020-07-26 10:14:54,091 - mmaction - INFO - Epoch [48][3380/3757] lr: 1.000e-04, eta: 1:21:05, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9164, loss_cls: 0.9352, loss: 0.9352, grad_norm: 6.6925 2020-07-26 10:15:06,343 - mmaction - INFO - Epoch [48][3400/3757] lr: 1.000e-04, eta: 1:20:53, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0125, loss: 1.0125, grad_norm: 6.9914 2020-07-26 10:15:18,577 - mmaction - INFO - Epoch [48][3420/3757] lr: 1.000e-04, eta: 1:20:41, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.7141 2020-07-26 10:15:30,639 - mmaction - INFO - Epoch [48][3440/3757] lr: 1.000e-04, eta: 1:20:28, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.0366, loss: 1.0366, grad_norm: 6.8410 2020-07-26 10:15:42,743 - mmaction - INFO - Epoch [48][3460/3757] lr: 1.000e-04, eta: 1:20:16, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9187, loss_cls: 0.9461, loss: 0.9461, grad_norm: 6.5422 2020-07-26 10:15:54,991 - mmaction - INFO - Epoch [48][3480/3757] lr: 1.000e-04, eta: 1:20:04, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9203, loss_cls: 0.9247, loss: 0.9247, grad_norm: 6.6630 2020-07-26 10:16:07,056 - mmaction - INFO - Epoch [48][3500/3757] lr: 1.000e-04, eta: 1:19:51, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9187, loss_cls: 0.9346, loss: 0.9346, grad_norm: 6.6310 2020-07-26 10:16:19,145 - mmaction - INFO - Epoch [48][3520/3757] lr: 1.000e-04, eta: 1:19:39, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9164, loss_cls: 0.9697, loss: 0.9697, grad_norm: 6.7124 2020-07-26 10:16:31,463 - mmaction - INFO - Epoch [48][3540/3757] lr: 1.000e-04, eta: 1:19:27, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9453, loss: 0.9453, grad_norm: 6.6467 2020-07-26 10:16:43,627 - mmaction - INFO - Epoch [48][3560/3757] lr: 1.000e-04, eta: 1:19:14, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.9018, loss: 0.9018, grad_norm: 6.4397 2020-07-26 10:16:55,966 - mmaction - INFO - Epoch [48][3580/3757] lr: 1.000e-04, eta: 1:19:02, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9180, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.5198 2020-07-26 10:17:08,004 - mmaction - INFO - Epoch [48][3600/3757] lr: 1.000e-04, eta: 1:18:50, time: 0.609, data_time: 0.010, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9148, loss_cls: 0.9889, loss: 0.9889, grad_norm: 6.6415 2020-07-26 10:17:20,205 - mmaction - INFO - Epoch [48][3620/3757] lr: 1.000e-04, eta: 1:18:37, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9125, loss_cls: 0.9853, loss: 0.9853, grad_norm: 6.5191 2020-07-26 10:17:32,229 - mmaction - INFO - Epoch [48][3640/3757] lr: 1.000e-04, eta: 1:18:25, time: 0.601, data_time: 0.003, memory: 7079, top1_acc: 0.7734, top5_acc: 0.9172, loss_cls: 0.9235, loss: 0.9235, grad_norm: 6.6485 2020-07-26 10:17:44,519 - mmaction - INFO - Epoch [48][3660/3757] lr: 1.000e-04, eta: 1:18:12, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.0423, loss: 1.0423, grad_norm: 6.7947 2020-07-26 10:17:56,602 - mmaction - INFO - Epoch [48][3680/3757] lr: 1.000e-04, eta: 1:18:00, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.7733 2020-07-26 10:18:08,928 - mmaction - INFO - Epoch [48][3700/3757] lr: 1.000e-04, eta: 1:17:48, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9273, loss_cls: 0.8699, loss: 0.8699, grad_norm: 6.4443 2020-07-26 10:18:21,067 - mmaction - INFO - Epoch [48][3720/3757] lr: 1.000e-04, eta: 1:17:35, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9608, loss: 0.9608, grad_norm: 6.7253 2020-07-26 10:18:33,369 - mmaction - INFO - Epoch [48][3740/3757] lr: 1.000e-04, eta: 1:17:23, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 0.9546, loss: 0.9546, grad_norm: 6.6523 2020-07-26 10:18:43,899 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-07-26 10:19:09,805 - mmaction - INFO - Epoch [49][20/3757] lr: 1.000e-04, eta: 1:17:00, time: 1.264, data_time: 0.631, memory: 7079, top1_acc: 0.7703, top5_acc: 0.9211, loss_cls: 0.9071, loss: 0.9071, grad_norm: 6.4918 2020-07-26 10:19:21,756 - mmaction - INFO - Epoch [49][40/3757] lr: 1.000e-04, eta: 1:16:48, time: 0.598, data_time: 0.003, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9086, loss_cls: 0.9856, loss: 0.9856, grad_norm: 6.4840 2020-07-26 10:19:33,852 - mmaction - INFO - Epoch [49][60/3757] lr: 1.000e-04, eta: 1:16:36, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9496, loss: 0.9496, grad_norm: 6.5442 2020-07-26 10:19:46,015 - mmaction - INFO - Epoch [49][80/3757] lr: 1.000e-04, eta: 1:16:23, time: 0.605, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9164, loss_cls: 0.9434, loss: 0.9434, grad_norm: 6.4221 2020-07-26 10:19:58,219 - mmaction - INFO - Epoch [49][100/3757] lr: 1.000e-04, eta: 1:16:11, time: 0.613, data_time: 0.009, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 0.9978, loss: 0.9978, grad_norm: 6.6810 2020-07-26 10:20:10,563 - mmaction - INFO - Epoch [49][120/3757] lr: 1.000e-04, eta: 1:15:59, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0677, loss: 1.0677, grad_norm: 7.1041 2020-07-26 10:20:22,798 - mmaction - INFO - Epoch [49][140/3757] lr: 1.000e-04, eta: 1:15:46, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0192, loss: 1.0192, grad_norm: 6.9070 2020-07-26 10:20:35,039 - mmaction - INFO - Epoch [49][160/3757] lr: 1.000e-04, eta: 1:15:34, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9297, loss_cls: 0.9352, loss: 0.9352, grad_norm: 6.8461 2020-07-26 10:20:47,200 - mmaction - INFO - Epoch [49][180/3757] lr: 1.000e-04, eta: 1:15:22, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9117, loss_cls: 0.9365, loss: 0.9365, grad_norm: 6.6841 2020-07-26 10:20:59,572 - mmaction - INFO - Epoch [49][200/3757] lr: 1.000e-04, eta: 1:15:09, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9125, loss_cls: 0.9416, loss: 0.9416, grad_norm: 6.4679 2020-07-26 10:21:11,599 - mmaction - INFO - Epoch [49][220/3757] lr: 1.000e-04, eta: 1:14:57, time: 0.604, data_time: 0.008, memory: 7079, top1_acc: 0.7750, top5_acc: 0.9297, loss_cls: 0.8559, loss: 0.8559, grad_norm: 6.3256 2020-07-26 10:21:23,917 - mmaction - INFO - Epoch [49][240/3757] lr: 1.000e-04, eta: 1:14:45, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9592, loss: 0.9592, grad_norm: 6.4530 2020-07-26 10:21:35,961 - mmaction - INFO - Epoch [49][260/3757] lr: 1.000e-04, eta: 1:14:32, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.7766, top5_acc: 0.9234, loss_cls: 0.9358, loss: 0.9358, grad_norm: 6.6285 2020-07-26 10:21:48,166 - mmaction - INFO - Epoch [49][280/3757] lr: 1.000e-04, eta: 1:14:20, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9273, loss_cls: 0.9298, loss: 0.9298, grad_norm: 6.7272 2020-07-26 10:22:00,349 - mmaction - INFO - Epoch [49][300/3757] lr: 1.000e-04, eta: 1:14:08, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9203, loss_cls: 0.9596, loss: 0.9596, grad_norm: 6.9260 2020-07-26 10:22:12,548 - mmaction - INFO - Epoch [49][320/3757] lr: 1.000e-04, eta: 1:13:55, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.0548, loss: 1.0548, grad_norm: 6.7556 2020-07-26 10:22:24,880 - mmaction - INFO - Epoch [49][340/3757] lr: 1.000e-04, eta: 1:13:43, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9133, loss_cls: 0.9925, loss: 0.9925, grad_norm: 6.9417 2020-07-26 10:22:37,166 - mmaction - INFO - Epoch [49][360/3757] lr: 1.000e-04, eta: 1:13:31, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9131, loss: 0.9131, grad_norm: 6.6067 2020-07-26 10:22:49,414 - mmaction - INFO - Epoch [49][380/3757] lr: 1.000e-04, eta: 1:13:18, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7453, top5_acc: 0.8914, loss_cls: 1.0453, loss: 1.0453, grad_norm: 7.0006 2020-07-26 10:23:01,587 - mmaction - INFO - Epoch [49][400/3757] lr: 1.000e-04, eta: 1:13:06, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9047, loss_cls: 0.9744, loss: 0.9744, grad_norm: 6.6909 2020-07-26 10:23:13,849 - mmaction - INFO - Epoch [49][420/3757] lr: 1.000e-04, eta: 1:12:54, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9552, loss: 0.9552, grad_norm: 6.7813 2020-07-26 10:23:26,116 - mmaction - INFO - Epoch [49][440/3757] lr: 1.000e-04, eta: 1:12:41, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9242, loss_cls: 0.9339, loss: 0.9339, grad_norm: 6.6198 2020-07-26 10:23:38,377 - mmaction - INFO - Epoch [49][460/3757] lr: 1.000e-04, eta: 1:12:29, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.7768 2020-07-26 10:23:50,446 - mmaction - INFO - Epoch [49][480/3757] lr: 1.000e-04, eta: 1:12:17, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 1.0072, loss: 1.0072, grad_norm: 6.8628 2020-07-26 10:24:02,679 - mmaction - INFO - Epoch [49][500/3757] lr: 1.000e-04, eta: 1:12:04, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0485, loss: 1.0485, grad_norm: 6.9047 2020-07-26 10:24:14,853 - mmaction - INFO - Epoch [49][520/3757] lr: 1.000e-04, eta: 1:11:52, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9078, loss_cls: 0.9556, loss: 0.9556, grad_norm: 6.6866 2020-07-26 10:24:27,170 - mmaction - INFO - Epoch [49][540/3757] lr: 1.000e-04, eta: 1:11:40, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9211, loss_cls: 0.9386, loss: 0.9386, grad_norm: 6.5436 2020-07-26 10:24:39,413 - mmaction - INFO - Epoch [49][560/3757] lr: 1.000e-04, eta: 1:11:27, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9320, loss_cls: 0.8924, loss: 0.8924, grad_norm: 6.6954 2020-07-26 10:24:51,593 - mmaction - INFO - Epoch [49][580/3757] lr: 1.000e-04, eta: 1:11:15, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7734, top5_acc: 0.9313, loss_cls: 0.8893, loss: 0.8893, grad_norm: 6.6453 2020-07-26 10:25:03,823 - mmaction - INFO - Epoch [49][600/3757] lr: 1.000e-04, eta: 1:11:03, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9094, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.4709 2020-07-26 10:25:16,068 - mmaction - INFO - Epoch [49][620/3757] lr: 1.000e-04, eta: 1:10:50, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9219, loss_cls: 0.9389, loss: 0.9389, grad_norm: 6.4936 2020-07-26 10:25:28,215 - mmaction - INFO - Epoch [49][640/3757] lr: 1.000e-04, eta: 1:10:38, time: 0.605, data_time: 0.001, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9545, loss: 0.9545, grad_norm: 6.6923 2020-07-26 10:25:40,409 - mmaction - INFO - Epoch [49][660/3757] lr: 1.000e-04, eta: 1:10:26, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0696, loss: 1.0696, grad_norm: 7.0818 2020-07-26 10:25:52,603 - mmaction - INFO - Epoch [49][680/3757] lr: 1.000e-04, eta: 1:10:13, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9125, loss_cls: 0.9400, loss: 0.9400, grad_norm: 6.5925 2020-07-26 10:26:04,693 - mmaction - INFO - Epoch [49][700/3757] lr: 1.000e-04, eta: 1:10:01, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7422, top5_acc: 0.8922, loss_cls: 1.0064, loss: 1.0064, grad_norm: 6.6669 2020-07-26 10:26:16,859 - mmaction - INFO - Epoch [49][720/3757] lr: 1.000e-04, eta: 1:09:49, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 0.9727, loss: 0.9727, grad_norm: 6.7995 2020-07-26 10:26:29,070 - mmaction - INFO - Epoch [49][740/3757] lr: 1.000e-04, eta: 1:09:36, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9180, loss_cls: 0.9502, loss: 0.9502, grad_norm: 6.6046 2020-07-26 10:26:41,393 - mmaction - INFO - Epoch [49][760/3757] lr: 1.000e-04, eta: 1:09:24, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9000, loss_cls: 1.0018, loss: 1.0018, grad_norm: 6.5387 2020-07-26 10:26:53,589 - mmaction - INFO - Epoch [49][780/3757] lr: 1.000e-04, eta: 1:09:12, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9273, loss_cls: 0.9323, loss: 0.9323, grad_norm: 6.5714 2020-07-26 10:27:05,870 - mmaction - INFO - Epoch [49][800/3757] lr: 1.000e-04, eta: 1:08:59, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9141, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.7403 2020-07-26 10:27:18,028 - mmaction - INFO - Epoch [49][820/3757] lr: 1.000e-04, eta: 1:08:47, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9156, loss_cls: 0.9702, loss: 0.9702, grad_norm: 6.7297 2020-07-26 10:27:30,184 - mmaction - INFO - Epoch [49][840/3757] lr: 1.000e-04, eta: 1:08:35, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9195, loss_cls: 0.9701, loss: 0.9701, grad_norm: 6.8426 2020-07-26 10:27:42,372 - mmaction - INFO - Epoch [49][860/3757] lr: 1.000e-04, eta: 1:08:22, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9211, loss_cls: 0.9444, loss: 0.9444, grad_norm: 6.6116 2020-07-26 10:27:54,524 - mmaction - INFO - Epoch [49][880/3757] lr: 1.000e-04, eta: 1:08:10, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 0.9912, loss: 0.9912, grad_norm: 6.7730 2020-07-26 10:28:06,763 - mmaction - INFO - Epoch [49][900/3757] lr: 1.000e-04, eta: 1:07:58, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 0.9535, loss: 0.9535, grad_norm: 6.7411 2020-07-26 10:28:18,945 - mmaction - INFO - Epoch [49][920/3757] lr: 1.000e-04, eta: 1:07:45, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 1.0047, loss: 1.0047, grad_norm: 6.7788 2020-07-26 10:28:31,269 - mmaction - INFO - Epoch [49][940/3757] lr: 1.000e-04, eta: 1:07:33, time: 0.615, data_time: 0.004, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0227, loss: 1.0227, grad_norm: 6.6967 2020-07-26 10:28:43,471 - mmaction - INFO - Epoch [49][960/3757] lr: 1.000e-04, eta: 1:07:21, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9148, loss_cls: 0.9066, loss: 0.9066, grad_norm: 6.4297 2020-07-26 10:28:55,715 - mmaction - INFO - Epoch [49][980/3757] lr: 1.000e-04, eta: 1:07:08, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7742, top5_acc: 0.9219, loss_cls: 0.9021, loss: 0.9021, grad_norm: 6.6041 2020-07-26 10:29:07,896 - mmaction - INFO - Epoch [49][1000/3757] lr: 1.000e-04, eta: 1:06:56, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9195, loss_cls: 0.9194, loss: 0.9194, grad_norm: 6.6313 2020-07-26 10:29:20,058 - mmaction - INFO - Epoch [49][1020/3757] lr: 1.000e-04, eta: 1:06:44, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.0409, loss: 1.0409, grad_norm: 6.6998 2020-07-26 10:29:32,991 - mmaction - INFO - Epoch [49][1040/3757] lr: 1.000e-04, eta: 1:06:31, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9086, loss_cls: 1.0525, loss: 1.0525, grad_norm: 6.9707 2020-07-26 10:29:45,162 - mmaction - INFO - Epoch [49][1060/3757] lr: 1.000e-04, eta: 1:06:19, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8572, loss: 0.8572, grad_norm: 6.3391 2020-07-26 10:29:57,379 - mmaction - INFO - Epoch [49][1080/3757] lr: 1.000e-04, eta: 1:06:07, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9047, loss_cls: 0.9919, loss: 0.9919, grad_norm: 6.6190 2020-07-26 10:30:09,706 - mmaction - INFO - Epoch [49][1100/3757] lr: 1.000e-04, eta: 1:05:54, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 1.0005, loss: 1.0005, grad_norm: 6.5975 2020-07-26 10:30:22,112 - mmaction - INFO - Epoch [49][1120/3757] lr: 1.000e-04, eta: 1:05:42, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9133, loss_cls: 0.9807, loss: 0.9807, grad_norm: 6.7466 2020-07-26 10:30:34,375 - mmaction - INFO - Epoch [49][1140/3757] lr: 1.000e-04, eta: 1:05:30, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9297, loss_cls: 0.8700, loss: 0.8700, grad_norm: 6.6412 2020-07-26 10:30:46,695 - mmaction - INFO - Epoch [49][1160/3757] lr: 1.000e-04, eta: 1:05:17, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9172, loss_cls: 0.9395, loss: 0.9395, grad_norm: 6.5284 2020-07-26 10:30:58,965 - mmaction - INFO - Epoch [49][1180/3757] lr: 1.000e-04, eta: 1:05:05, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9133, loss_cls: 0.9617, loss: 0.9617, grad_norm: 6.6221 2020-07-26 10:31:11,183 - mmaction - INFO - Epoch [49][1200/3757] lr: 1.000e-04, eta: 1:04:53, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0174, loss: 1.0174, grad_norm: 6.7371 2020-07-26 10:31:23,135 - mmaction - INFO - Epoch [49][1220/3757] lr: 1.000e-04, eta: 1:04:40, time: 0.599, data_time: 0.008, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9350, loss: 0.9350, grad_norm: 6.5317 2020-07-26 10:31:35,401 - mmaction - INFO - Epoch [49][1240/3757] lr: 1.000e-04, eta: 1:04:28, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0601, loss: 1.0601, grad_norm: 6.8308 2020-07-26 10:31:47,628 - mmaction - INFO - Epoch [49][1260/3757] lr: 1.000e-04, eta: 1:04:16, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9187, loss_cls: 0.9470, loss: 0.9470, grad_norm: 6.6225 2020-07-26 10:31:59,986 - mmaction - INFO - Epoch [49][1280/3757] lr: 1.000e-04, eta: 1:04:03, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9385, loss: 0.9385, grad_norm: 6.6100 2020-07-26 10:32:12,190 - mmaction - INFO - Epoch [49][1300/3757] lr: 1.000e-04, eta: 1:03:51, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9016, loss_cls: 1.0413, loss: 1.0413, grad_norm: 6.9813 2020-07-26 10:32:24,468 - mmaction - INFO - Epoch [49][1320/3757] lr: 1.000e-04, eta: 1:03:39, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9297, loss_cls: 0.8795, loss: 0.8795, grad_norm: 6.5794 2020-07-26 10:32:36,712 - mmaction - INFO - Epoch [49][1340/3757] lr: 1.000e-04, eta: 1:03:26, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9102, loss_cls: 0.9964, loss: 0.9964, grad_norm: 6.5749 2020-07-26 10:32:48,913 - mmaction - INFO - Epoch [49][1360/3757] lr: 1.000e-04, eta: 1:03:14, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7734, top5_acc: 0.9242, loss_cls: 0.9177, loss: 0.9177, grad_norm: 6.6759 2020-07-26 10:33:01,173 - mmaction - INFO - Epoch [49][1380/3757] lr: 1.000e-04, eta: 1:03:02, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9133, loss_cls: 0.9787, loss: 0.9787, grad_norm: 6.4586 2020-07-26 10:33:13,572 - mmaction - INFO - Epoch [49][1400/3757] lr: 1.000e-04, eta: 1:02:49, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 1.0126, loss: 1.0126, grad_norm: 6.8417 2020-07-26 10:33:25,880 - mmaction - INFO - Epoch [49][1420/3757] lr: 1.000e-04, eta: 1:02:37, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0242, loss: 1.0242, grad_norm: 6.8672 2020-07-26 10:33:38,259 - mmaction - INFO - Epoch [49][1440/3757] lr: 1.000e-04, eta: 1:02:25, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9039, loss_cls: 0.9746, loss: 0.9746, grad_norm: 6.5090 2020-07-26 10:33:50,311 - mmaction - INFO - Epoch [49][1460/3757] lr: 1.000e-04, eta: 1:02:12, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 0.9861, loss: 0.9861, grad_norm: 6.6313 2020-07-26 10:34:02,733 - mmaction - INFO - Epoch [49][1480/3757] lr: 1.000e-04, eta: 1:02:00, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9070, loss_cls: 0.9995, loss: 0.9995, grad_norm: 6.8283 2020-07-26 10:34:14,878 - mmaction - INFO - Epoch [49][1500/3757] lr: 1.000e-04, eta: 1:01:48, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9180, loss_cls: 0.9461, loss: 0.9461, grad_norm: 6.6910 2020-07-26 10:34:27,264 - mmaction - INFO - Epoch [49][1520/3757] lr: 1.000e-04, eta: 1:01:35, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9691, loss: 0.9691, grad_norm: 6.7864 2020-07-26 10:34:39,506 - mmaction - INFO - Epoch [49][1540/3757] lr: 1.000e-04, eta: 1:01:23, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9180, loss_cls: 0.9371, loss: 0.9371, grad_norm: 6.6464 2020-07-26 10:34:51,634 - mmaction - INFO - Epoch [49][1560/3757] lr: 1.000e-04, eta: 1:01:11, time: 0.605, data_time: 0.005, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9117, loss_cls: 0.9417, loss: 0.9417, grad_norm: 6.5796 2020-07-26 10:35:03,887 - mmaction - INFO - Epoch [49][1580/3757] lr: 1.000e-04, eta: 1:00:58, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9078, loss_cls: 0.9353, loss: 0.9353, grad_norm: 6.5034 2020-07-26 10:35:15,985 - mmaction - INFO - Epoch [49][1600/3757] lr: 1.000e-04, eta: 1:00:46, time: 0.605, data_time: 0.002, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.9111, loss: 0.9111, grad_norm: 6.5845 2020-07-26 10:35:28,316 - mmaction - INFO - Epoch [49][1620/3757] lr: 1.000e-04, eta: 1:00:34, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9047, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.8364 2020-07-26 10:35:40,378 - mmaction - INFO - Epoch [49][1640/3757] lr: 1.000e-04, eta: 1:00:21, time: 0.603, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9577, loss: 0.9577, grad_norm: 6.5720 2020-07-26 10:35:52,729 - mmaction - INFO - Epoch [49][1660/3757] lr: 1.000e-04, eta: 1:00:09, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.5744 2020-07-26 10:36:04,938 - mmaction - INFO - Epoch [49][1680/3757] lr: 1.000e-04, eta: 0:59:57, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9172, loss_cls: 0.9677, loss: 0.9677, grad_norm: 6.6005 2020-07-26 10:36:17,137 - mmaction - INFO - Epoch [49][1700/3757] lr: 1.000e-04, eta: 0:59:44, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9227, loss_cls: 0.9470, loss: 0.9470, grad_norm: 6.7421 2020-07-26 10:36:29,354 - mmaction - INFO - Epoch [49][1720/3757] lr: 1.000e-04, eta: 0:59:32, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9164, loss_cls: 0.9518, loss: 0.9518, grad_norm: 6.6589 2020-07-26 10:36:41,760 - mmaction - INFO - Epoch [49][1740/3757] lr: 1.000e-04, eta: 0:59:20, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9195, loss_cls: 0.9146, loss: 0.9146, grad_norm: 6.4388 2020-07-26 10:36:53,788 - mmaction - INFO - Epoch [49][1760/3757] lr: 1.000e-04, eta: 0:59:07, time: 0.607, data_time: 0.010, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9094, loss_cls: 0.9413, loss: 0.9413, grad_norm: 6.5935 2020-07-26 10:37:06,209 - mmaction - INFO - Epoch [49][1780/3757] lr: 1.000e-04, eta: 0:58:55, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9157, loss: 0.9157, grad_norm: 6.4031 2020-07-26 10:37:18,347 - mmaction - INFO - Epoch [49][1800/3757] lr: 1.000e-04, eta: 0:58:43, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7742, top5_acc: 0.9266, loss_cls: 0.8786, loss: 0.8786, grad_norm: 6.4623 2020-07-26 10:37:30,717 - mmaction - INFO - Epoch [49][1820/3757] lr: 1.000e-04, eta: 0:58:30, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9227, loss_cls: 0.9006, loss: 0.9006, grad_norm: 6.5956 2020-07-26 10:37:42,815 - mmaction - INFO - Epoch [49][1840/3757] lr: 1.000e-04, eta: 0:58:18, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 1.0044, loss: 1.0044, grad_norm: 6.6309 2020-07-26 10:37:55,089 - mmaction - INFO - Epoch [49][1860/3757] lr: 1.000e-04, eta: 0:58:06, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9187, loss_cls: 0.9697, loss: 0.9697, grad_norm: 6.7161 2020-07-26 10:38:07,292 - mmaction - INFO - Epoch [49][1880/3757] lr: 1.000e-04, eta: 0:57:53, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9187, loss_cls: 0.9363, loss: 0.9363, grad_norm: 6.7702 2020-07-26 10:38:19,476 - mmaction - INFO - Epoch [49][1900/3757] lr: 1.000e-04, eta: 0:57:41, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9102, loss_cls: 0.9629, loss: 0.9629, grad_norm: 6.6471 2020-07-26 10:38:31,629 - mmaction - INFO - Epoch [49][1920/3757] lr: 1.000e-04, eta: 0:57:29, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0532, loss: 1.0532, grad_norm: 6.7228 2020-07-26 10:38:43,941 - mmaction - INFO - Epoch [49][1940/3757] lr: 1.000e-04, eta: 0:57:16, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.9247 2020-07-26 10:38:56,073 - mmaction - INFO - Epoch [49][1960/3757] lr: 1.000e-04, eta: 0:57:04, time: 0.606, data_time: 0.005, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9219, loss_cls: 0.9464, loss: 0.9464, grad_norm: 6.5685 2020-07-26 10:39:08,530 - mmaction - INFO - Epoch [49][1980/3757] lr: 1.000e-04, eta: 0:56:52, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9086, loss_cls: 1.0399, loss: 1.0399, grad_norm: 7.1822 2020-07-26 10:39:20,688 - mmaction - INFO - Epoch [49][2000/3757] lr: 1.000e-04, eta: 0:56:39, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 1.0097, loss: 1.0097, grad_norm: 6.7761 2020-07-26 10:39:33,084 - mmaction - INFO - Epoch [49][2020/3757] lr: 1.000e-04, eta: 0:56:27, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9078, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.6801 2020-07-26 10:39:45,136 - mmaction - INFO - Epoch [49][2040/3757] lr: 1.000e-04, eta: 0:56:15, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9219, loss_cls: 0.9812, loss: 0.9812, grad_norm: 6.8199 2020-07-26 10:39:57,402 - mmaction - INFO - Epoch [49][2060/3757] lr: 1.000e-04, eta: 0:56:02, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9203, loss_cls: 0.9445, loss: 0.9445, grad_norm: 6.6340 2020-07-26 10:40:09,553 - mmaction - INFO - Epoch [49][2080/3757] lr: 1.000e-04, eta: 0:55:50, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9998, loss: 0.9998, grad_norm: 6.7572 2020-07-26 10:40:21,912 - mmaction - INFO - Epoch [49][2100/3757] lr: 1.000e-04, eta: 0:55:38, time: 0.616, data_time: 0.005, memory: 7079, top1_acc: 0.7703, top5_acc: 0.9172, loss_cls: 0.9019, loss: 0.9019, grad_norm: 6.3503 2020-07-26 10:40:34,026 - mmaction - INFO - Epoch [49][2120/3757] lr: 1.000e-04, eta: 0:55:25, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9180, loss_cls: 0.9336, loss: 0.9336, grad_norm: 6.6897 2020-07-26 10:40:46,311 - mmaction - INFO - Epoch [49][2140/3757] lr: 1.000e-04, eta: 0:55:13, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9234, loss_cls: 0.9147, loss: 0.9147, grad_norm: 6.5340 2020-07-26 10:40:58,369 - mmaction - INFO - Epoch [49][2160/3757] lr: 1.000e-04, eta: 0:55:01, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9637, loss: 0.9637, grad_norm: 6.6878 2020-07-26 10:41:10,736 - mmaction - INFO - Epoch [49][2180/3757] lr: 1.000e-04, eta: 0:54:48, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9273, loss_cls: 0.9008, loss: 0.9008, grad_norm: 6.4839 2020-07-26 10:41:22,896 - mmaction - INFO - Epoch [49][2200/3757] lr: 1.000e-04, eta: 0:54:36, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9180, loss_cls: 0.9857, loss: 0.9857, grad_norm: 6.6922 2020-07-26 10:41:35,192 - mmaction - INFO - Epoch [49][2220/3757] lr: 1.000e-04, eta: 0:54:24, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9070, loss_cls: 0.9826, loss: 0.9826, grad_norm: 6.7029 2020-07-26 10:41:47,338 - mmaction - INFO - Epoch [49][2240/3757] lr: 1.000e-04, eta: 0:54:11, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9180, loss_cls: 0.9692, loss: 0.9692, grad_norm: 6.5178 2020-07-26 10:41:59,592 - mmaction - INFO - Epoch [49][2260/3757] lr: 1.000e-04, eta: 0:53:59, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.8249 2020-07-26 10:42:11,776 - mmaction - INFO - Epoch [49][2280/3757] lr: 1.000e-04, eta: 0:53:47, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9164, loss_cls: 0.9403, loss: 0.9403, grad_norm: 6.7965 2020-07-26 10:42:24,031 - mmaction - INFO - Epoch [49][2300/3757] lr: 1.000e-04, eta: 0:53:34, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0205, loss: 1.0205, grad_norm: 6.8798 2020-07-26 10:42:36,121 - mmaction - INFO - Epoch [49][2320/3757] lr: 1.000e-04, eta: 0:53:22, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7695, top5_acc: 0.9219, loss_cls: 0.8948, loss: 0.8948, grad_norm: 6.6067 2020-07-26 10:42:48,455 - mmaction - INFO - Epoch [49][2340/3757] lr: 1.000e-04, eta: 0:53:10, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9940, loss: 0.9940, grad_norm: 6.7310 2020-07-26 10:43:00,734 - mmaction - INFO - Epoch [49][2360/3757] lr: 1.000e-04, eta: 0:52:57, time: 0.613, data_time: 0.004, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 1.0163, loss: 1.0163, grad_norm: 6.7116 2020-07-26 10:43:13,019 - mmaction - INFO - Epoch [49][2380/3757] lr: 1.000e-04, eta: 0:52:45, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 1.0252, loss: 1.0252, grad_norm: 6.9282 2020-07-26 10:43:25,250 - mmaction - INFO - Epoch [49][2400/3757] lr: 1.000e-04, eta: 0:52:33, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.8045 2020-07-26 10:43:37,438 - mmaction - INFO - Epoch [49][2420/3757] lr: 1.000e-04, eta: 0:52:20, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9094, loss_cls: 0.9909, loss: 0.9909, grad_norm: 6.5335 2020-07-26 10:43:49,589 - mmaction - INFO - Epoch [49][2440/3757] lr: 1.000e-04, eta: 0:52:08, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0574, loss: 1.0574, grad_norm: 6.9354 2020-07-26 10:44:01,889 - mmaction - INFO - Epoch [49][2460/3757] lr: 1.000e-04, eta: 0:51:56, time: 0.612, data_time: 0.004, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0234, loss: 1.0234, grad_norm: 6.9605 2020-07-26 10:44:14,086 - mmaction - INFO - Epoch [49][2480/3757] lr: 1.000e-04, eta: 0:51:43, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9031, loss_cls: 1.0245, loss: 1.0245, grad_norm: 6.7328 2020-07-26 10:44:26,326 - mmaction - INFO - Epoch [49][2500/3757] lr: 1.000e-04, eta: 0:51:31, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9039, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.7462 2020-07-26 10:44:38,472 - mmaction - INFO - Epoch [49][2520/3757] lr: 1.000e-04, eta: 0:51:19, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9289, loss_cls: 0.8848, loss: 0.8848, grad_norm: 6.4615 2020-07-26 10:44:50,731 - mmaction - INFO - Epoch [49][2540/3757] lr: 1.000e-04, eta: 0:51:06, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.6295 2020-07-26 10:45:02,909 - mmaction - INFO - Epoch [49][2560/3757] lr: 1.000e-04, eta: 0:50:54, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9273, loss_cls: 0.9543, loss: 0.9543, grad_norm: 6.7813 2020-07-26 10:45:15,242 - mmaction - INFO - Epoch [49][2580/3757] lr: 1.000e-04, eta: 0:50:42, time: 0.618, data_time: 0.003, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9133, loss_cls: 1.0136, loss: 1.0136, grad_norm: 6.9009 2020-07-26 10:45:27,576 - mmaction - INFO - Epoch [49][2600/3757] lr: 1.000e-04, eta: 0:50:29, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9187, loss_cls: 0.9141, loss: 0.9141, grad_norm: 6.4906 2020-07-26 10:45:39,639 - mmaction - INFO - Epoch [49][2620/3757] lr: 1.000e-04, eta: 0:50:17, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9102, loss_cls: 0.9804, loss: 0.9804, grad_norm: 6.8234 2020-07-26 10:45:51,795 - mmaction - INFO - Epoch [49][2640/3757] lr: 1.000e-04, eta: 0:50:05, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 0.9681, loss: 0.9681, grad_norm: 6.6807 2020-07-26 10:46:04,117 - mmaction - INFO - Epoch [49][2660/3757] lr: 1.000e-04, eta: 0:49:52, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9164, loss_cls: 0.9746, loss: 0.9746, grad_norm: 6.7376 2020-07-26 10:46:16,358 - mmaction - INFO - Epoch [49][2680/3757] lr: 1.000e-04, eta: 0:49:40, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 0.9764, loss: 0.9764, grad_norm: 7.0106 2020-07-26 10:46:28,650 - mmaction - INFO - Epoch [49][2700/3757] lr: 1.000e-04, eta: 0:49:28, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9227, loss_cls: 0.9296, loss: 0.9296, grad_norm: 6.7444 2020-07-26 10:46:40,819 - mmaction - INFO - Epoch [49][2720/3757] lr: 1.000e-04, eta: 0:49:15, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9227, loss_cls: 0.9418, loss: 0.9418, grad_norm: 6.5177 2020-07-26 10:46:53,138 - mmaction - INFO - Epoch [49][2740/3757] lr: 1.000e-04, eta: 0:49:03, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7703, top5_acc: 0.9141, loss_cls: 0.9239, loss: 0.9239, grad_norm: 6.4350 2020-07-26 10:47:05,376 - mmaction - INFO - Epoch [49][2760/3757] lr: 1.000e-04, eta: 0:48:51, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9086, loss_cls: 1.0121, loss: 1.0121, grad_norm: 6.7513 2020-07-26 10:47:17,611 - mmaction - INFO - Epoch [49][2780/3757] lr: 1.000e-04, eta: 0:48:38, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 0.9961, loss: 0.9961, grad_norm: 6.8115 2020-07-26 10:47:29,785 - mmaction - INFO - Epoch [49][2800/3757] lr: 1.000e-04, eta: 0:48:26, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.9208, loss: 0.9208, grad_norm: 6.6675 2020-07-26 10:47:42,093 - mmaction - INFO - Epoch [49][2820/3757] lr: 1.000e-04, eta: 0:48:14, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9148, loss_cls: 1.0031, loss: 1.0031, grad_norm: 6.7492 2020-07-26 10:47:54,163 - mmaction - INFO - Epoch [49][2840/3757] lr: 1.000e-04, eta: 0:48:01, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9452, loss: 0.9452, grad_norm: 6.5068 2020-07-26 10:48:06,381 - mmaction - INFO - Epoch [49][2860/3757] lr: 1.000e-04, eta: 0:47:49, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 0.9688, loss: 0.9688, grad_norm: 6.6218 2020-07-26 10:48:18,425 - mmaction - INFO - Epoch [49][2880/3757] lr: 1.000e-04, eta: 0:47:37, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 1.0242, loss: 1.0242, grad_norm: 6.8655 2020-07-26 10:48:30,585 - mmaction - INFO - Epoch [49][2900/3757] lr: 1.000e-04, eta: 0:47:24, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9512, loss: 0.9512, grad_norm: 6.6040 2020-07-26 10:48:43,368 - mmaction - INFO - Epoch [49][2920/3757] lr: 1.000e-04, eta: 0:47:12, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.7719, top5_acc: 0.9242, loss_cls: 0.8802, loss: 0.8802, grad_norm: 6.3215 2020-07-26 10:48:55,528 - mmaction - INFO - Epoch [49][2940/3757] lr: 1.000e-04, eta: 0:47:00, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9910, loss: 0.9910, grad_norm: 6.7577 2020-07-26 10:49:07,718 - mmaction - INFO - Epoch [49][2960/3757] lr: 1.000e-04, eta: 0:46:47, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9468, loss: 0.9468, grad_norm: 6.6123 2020-07-26 10:49:20,031 - mmaction - INFO - Epoch [49][2980/3757] lr: 1.000e-04, eta: 0:46:35, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9289, loss_cls: 0.9114, loss: 0.9114, grad_norm: 6.5847 2020-07-26 10:49:32,185 - mmaction - INFO - Epoch [49][3000/3757] lr: 1.000e-04, eta: 0:46:23, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9164, loss_cls: 0.9824, loss: 0.9824, grad_norm: 6.7989 2020-07-26 10:49:44,457 - mmaction - INFO - Epoch [49][3020/3757] lr: 1.000e-04, eta: 0:46:10, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 0.9740, loss: 0.9740, grad_norm: 6.5346 2020-07-26 10:49:56,725 - mmaction - INFO - Epoch [49][3040/3757] lr: 1.000e-04, eta: 0:45:58, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9047, loss_cls: 1.0414, loss: 1.0414, grad_norm: 6.8884 2020-07-26 10:50:09,018 - mmaction - INFO - Epoch [49][3060/3757] lr: 1.000e-04, eta: 0:45:46, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9172, loss_cls: 0.9155, loss: 0.9155, grad_norm: 6.4847 2020-07-26 10:50:21,261 - mmaction - INFO - Epoch [49][3080/3757] lr: 1.000e-04, eta: 0:45:33, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9172, loss_cls: 1.0006, loss: 1.0006, grad_norm: 6.7537 2020-07-26 10:50:33,585 - mmaction - INFO - Epoch [49][3100/3757] lr: 1.000e-04, eta: 0:45:21, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9164, loss_cls: 0.9477, loss: 0.9477, grad_norm: 6.3846 2020-07-26 10:50:45,668 - mmaction - INFO - Epoch [49][3120/3757] lr: 1.000e-04, eta: 0:45:09, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9413, loss: 0.9413, grad_norm: 6.5053 2020-07-26 10:50:57,963 - mmaction - INFO - Epoch [49][3140/3757] lr: 1.000e-04, eta: 0:44:56, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9835, loss: 0.9835, grad_norm: 6.8954 2020-07-26 10:51:10,105 - mmaction - INFO - Epoch [49][3160/3757] lr: 1.000e-04, eta: 0:44:44, time: 0.614, data_time: 0.009, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9250, loss_cls: 0.9187, loss: 0.9187, grad_norm: 6.5406 2020-07-26 10:51:22,325 - mmaction - INFO - Epoch [49][3180/3757] lr: 1.000e-04, eta: 0:44:32, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9117, loss_cls: 0.9665, loss: 0.9665, grad_norm: 6.7513 2020-07-26 10:51:34,657 - mmaction - INFO - Epoch [49][3200/3757] lr: 1.000e-04, eta: 0:44:19, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.7710 2020-07-26 10:51:46,866 - mmaction - INFO - Epoch [49][3220/3757] lr: 1.000e-04, eta: 0:44:07, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 1.0216, loss: 1.0216, grad_norm: 6.9332 2020-07-26 10:51:59,110 - mmaction - INFO - Epoch [49][3240/3757] lr: 1.000e-04, eta: 0:43:55, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7391, top5_acc: 0.9148, loss_cls: 1.0167, loss: 1.0167, grad_norm: 6.9153 2020-07-26 10:52:11,220 - mmaction - INFO - Epoch [49][3260/3757] lr: 1.000e-04, eta: 0:43:42, time: 0.606, data_time: 0.002, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 0.9604, loss: 0.9604, grad_norm: 6.3711 2020-07-26 10:52:23,282 - mmaction - INFO - Epoch [49][3280/3757] lr: 1.000e-04, eta: 0:43:30, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9039, loss_cls: 0.9908, loss: 0.9908, grad_norm: 6.7426 2020-07-26 10:52:35,687 - mmaction - INFO - Epoch [49][3300/3757] lr: 1.000e-04, eta: 0:43:18, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9094, loss_cls: 0.9924, loss: 0.9924, grad_norm: 6.8339 2020-07-26 10:52:47,766 - mmaction - INFO - Epoch [49][3320/3757] lr: 1.000e-04, eta: 0:43:05, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9258, loss_cls: 0.9065, loss: 0.9065, grad_norm: 6.7113 2020-07-26 10:53:00,111 - mmaction - INFO - Epoch [49][3340/3757] lr: 1.000e-04, eta: 0:42:53, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9187, loss_cls: 0.9011, loss: 0.9011, grad_norm: 6.4649 2020-07-26 10:53:12,320 - mmaction - INFO - Epoch [49][3360/3757] lr: 1.000e-04, eta: 0:42:41, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 0.9659, loss: 0.9659, grad_norm: 6.7099 2020-07-26 10:53:24,543 - mmaction - INFO - Epoch [49][3380/3757] lr: 1.000e-04, eta: 0:42:28, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9227, loss_cls: 0.9239, loss: 0.9239, grad_norm: 6.5738 2020-07-26 10:53:36,739 - mmaction - INFO - Epoch [49][3400/3757] lr: 1.000e-04, eta: 0:42:16, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9313, loss_cls: 0.8942, loss: 0.8942, grad_norm: 6.6307 2020-07-26 10:53:48,973 - mmaction - INFO - Epoch [49][3420/3757] lr: 1.000e-04, eta: 0:42:04, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9203, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.9351 2020-07-26 10:54:01,125 - mmaction - INFO - Epoch [49][3440/3757] lr: 1.000e-04, eta: 0:41:51, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9992, loss: 0.9992, grad_norm: 7.0059 2020-07-26 10:54:13,415 - mmaction - INFO - Epoch [49][3460/3757] lr: 1.000e-04, eta: 0:41:39, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 0.9902, loss: 0.9902, grad_norm: 6.9810 2020-07-26 10:54:25,973 - mmaction - INFO - Epoch [49][3480/3757] lr: 1.000e-04, eta: 0:41:27, time: 0.628, data_time: 0.003, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9211, loss_cls: 0.9140, loss: 0.9140, grad_norm: 6.5613 2020-07-26 10:54:38,086 - mmaction - INFO - Epoch [49][3500/3757] lr: 1.000e-04, eta: 0:41:14, time: 0.604, data_time: 0.006, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9242, loss_cls: 0.9172, loss: 0.9172, grad_norm: 6.6832 2020-07-26 10:54:50,182 - mmaction - INFO - Epoch [49][3520/3757] lr: 1.000e-04, eta: 0:41:02, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9164, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.7981 2020-07-26 10:55:02,466 - mmaction - INFO - Epoch [49][3540/3757] lr: 1.000e-04, eta: 0:40:50, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9705, loss: 0.9705, grad_norm: 6.7113 2020-07-26 10:55:14,469 - mmaction - INFO - Epoch [49][3560/3757] lr: 1.000e-04, eta: 0:40:37, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.9156 2020-07-26 10:55:26,784 - mmaction - INFO - Epoch [49][3580/3757] lr: 1.000e-04, eta: 0:40:25, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.8961, loss_cls: 1.0052, loss: 1.0052, grad_norm: 6.6955 2020-07-26 10:55:38,967 - mmaction - INFO - Epoch [49][3600/3757] lr: 1.000e-04, eta: 0:40:13, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.9516, loss: 0.9516, grad_norm: 6.7538 2020-07-26 10:55:51,202 - mmaction - INFO - Epoch [49][3620/3757] lr: 1.000e-04, eta: 0:40:00, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9031, loss_cls: 1.0274, loss: 1.0274, grad_norm: 6.9236 2020-07-26 10:56:03,312 - mmaction - INFO - Epoch [49][3640/3757] lr: 1.000e-04, eta: 0:39:48, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9266, loss_cls: 0.9346, loss: 0.9346, grad_norm: 6.7334 2020-07-26 10:56:15,539 - mmaction - INFO - Epoch [49][3660/3757] lr: 1.000e-04, eta: 0:39:36, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9403, loss: 0.9403, grad_norm: 6.5699 2020-07-26 10:56:27,636 - mmaction - INFO - Epoch [49][3680/3757] lr: 1.000e-04, eta: 0:39:23, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 0.9794, loss: 0.9794, grad_norm: 6.7757 2020-07-26 10:56:39,908 - mmaction - INFO - Epoch [49][3700/3757] lr: 1.000e-04, eta: 0:39:11, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0202, loss: 1.0202, grad_norm: 7.0712 2020-07-26 10:56:51,984 - mmaction - INFO - Epoch [49][3720/3757] lr: 1.000e-04, eta: 0:38:59, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 0.9301, loss: 0.9301, grad_norm: 6.6315 2020-07-26 10:57:04,257 - mmaction - INFO - Epoch [49][3740/3757] lr: 1.000e-04, eta: 0:38:46, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9117, loss_cls: 1.0124, loss: 1.0124, grad_norm: 6.8488 2020-07-26 10:57:14,645 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-07-26 10:57:36,317 - mmaction - INFO - Epoch [50][20/3757] lr: 1.000e-04, eta: 0:38:23, time: 1.063, data_time: 0.443, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9172, loss_cls: 0.8886, loss: 0.8886, grad_norm: 6.4585 2020-07-26 10:57:48,401 - mmaction - INFO - Epoch [50][40/3757] lr: 1.000e-04, eta: 0:38:11, time: 0.602, data_time: 0.008, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0288, loss: 1.0288, grad_norm: 6.9045 2020-07-26 10:58:00,488 - mmaction - INFO - Epoch [50][60/3757] lr: 1.000e-04, eta: 0:37:59, time: 0.606, data_time: 0.008, memory: 7079, top1_acc: 0.7734, top5_acc: 0.9164, loss_cls: 0.9426, loss: 0.9426, grad_norm: 6.5159 2020-07-26 10:58:12,708 - mmaction - INFO - Epoch [50][80/3757] lr: 1.000e-04, eta: 0:37:46, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9659, loss: 0.9659, grad_norm: 6.8961 2020-07-26 10:58:24,806 - mmaction - INFO - Epoch [50][100/3757] lr: 1.000e-04, eta: 0:37:34, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9141, loss_cls: 0.9558, loss: 0.9558, grad_norm: 6.5185 2020-07-26 10:58:37,028 - mmaction - INFO - Epoch [50][120/3757] lr: 1.000e-04, eta: 0:37:22, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7695, top5_acc: 0.9203, loss_cls: 0.9361, loss: 0.9361, grad_norm: 6.5616 2020-07-26 10:58:49,151 - mmaction - INFO - Epoch [50][140/3757] lr: 1.000e-04, eta: 0:37:09, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9203, loss_cls: 0.9808, loss: 0.9808, grad_norm: 6.7595 2020-07-26 10:59:01,435 - mmaction - INFO - Epoch [50][160/3757] lr: 1.000e-04, eta: 0:36:57, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9307, loss: 0.9307, grad_norm: 6.5498 2020-07-26 10:59:13,695 - mmaction - INFO - Epoch [50][180/3757] lr: 1.000e-04, eta: 0:36:45, time: 0.614, data_time: 0.004, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 0.9953, loss: 0.9953, grad_norm: 6.8376 2020-07-26 10:59:25,859 - mmaction - INFO - Epoch [50][200/3757] lr: 1.000e-04, eta: 0:36:32, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9102, loss_cls: 0.9335, loss: 0.9335, grad_norm: 6.4669 2020-07-26 10:59:37,934 - mmaction - INFO - Epoch [50][220/3757] lr: 1.000e-04, eta: 0:36:20, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9297, loss_cls: 0.9040, loss: 0.9040, grad_norm: 6.5385 2020-07-26 10:59:50,275 - mmaction - INFO - Epoch [50][240/3757] lr: 1.000e-04, eta: 0:36:08, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9250, loss_cls: 0.9313, loss: 0.9313, grad_norm: 6.6422 2020-07-26 11:00:02,487 - mmaction - INFO - Epoch [50][260/3757] lr: 1.000e-04, eta: 0:35:55, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 0.9740, loss: 0.9740, grad_norm: 6.7649 2020-07-26 11:00:17,747 - mmaction - INFO - Epoch [50][280/3757] lr: 1.000e-04, eta: 0:35:43, time: 0.751, data_time: 0.005, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 0.9840, loss: 0.9840, grad_norm: 6.7532 2020-07-26 11:00:30,048 - mmaction - INFO - Epoch [50][300/3757] lr: 1.000e-04, eta: 0:35:31, time: 0.626, data_time: 0.024, memory: 7079, top1_acc: 0.7805, top5_acc: 0.9289, loss_cls: 0.8982, loss: 0.8982, grad_norm: 6.4183 2020-07-26 11:00:42,256 - mmaction - INFO - Epoch [50][320/3757] lr: 1.000e-04, eta: 0:35:18, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9102, loss_cls: 1.0134, loss: 1.0134, grad_norm: 6.7696 2020-07-26 11:00:54,484 - mmaction - INFO - Epoch [50][340/3757] lr: 1.000e-04, eta: 0:35:06, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9403, loss: 0.9403, grad_norm: 6.6529 2020-07-26 11:01:06,802 - mmaction - INFO - Epoch [50][360/3757] lr: 1.000e-04, eta: 0:34:54, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9156, loss_cls: 0.9525, loss: 0.9525, grad_norm: 6.9906 2020-07-26 11:01:18,972 - mmaction - INFO - Epoch [50][380/3757] lr: 1.000e-04, eta: 0:34:41, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9227, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.7916 2020-07-26 11:01:31,234 - mmaction - INFO - Epoch [50][400/3757] lr: 1.000e-04, eta: 0:34:29, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 1.0301, loss: 1.0301, grad_norm: 6.9429 2020-07-26 11:01:43,367 - mmaction - INFO - Epoch [50][420/3757] lr: 1.000e-04, eta: 0:34:17, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 0.9670, loss: 0.9670, grad_norm: 6.6958 2020-07-26 11:01:55,678 - mmaction - INFO - Epoch [50][440/3757] lr: 1.000e-04, eta: 0:34:04, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9000, loss_cls: 0.9810, loss: 0.9810, grad_norm: 6.7721 2020-07-26 11:02:07,885 - mmaction - INFO - Epoch [50][460/3757] lr: 1.000e-04, eta: 0:33:52, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9008, loss_cls: 1.0598, loss: 1.0598, grad_norm: 7.0638 2020-07-26 11:02:20,249 - mmaction - INFO - Epoch [50][480/3757] lr: 1.000e-04, eta: 0:33:40, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9047, loss_cls: 0.9983, loss: 0.9983, grad_norm: 6.8168 2020-07-26 11:02:32,530 - mmaction - INFO - Epoch [50][500/3757] lr: 1.000e-04, eta: 0:33:27, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 0.9779, loss: 0.9779, grad_norm: 6.6043 2020-07-26 11:02:44,828 - mmaction - INFO - Epoch [50][520/3757] lr: 1.000e-04, eta: 0:33:15, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0611, loss: 1.0611, grad_norm: 7.0368 2020-07-26 11:02:56,936 - mmaction - INFO - Epoch [50][540/3757] lr: 1.000e-04, eta: 0:33:03, time: 0.607, data_time: 0.005, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 1.0412, loss: 1.0412, grad_norm: 7.1373 2020-07-26 11:03:09,307 - mmaction - INFO - Epoch [50][560/3757] lr: 1.000e-04, eta: 0:32:50, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9203, loss_cls: 0.9203, loss: 0.9203, grad_norm: 6.5706 2020-07-26 11:03:21,511 - mmaction - INFO - Epoch [50][580/3757] lr: 1.000e-04, eta: 0:32:38, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7562, top5_acc: 0.9172, loss_cls: 0.9396, loss: 0.9396, grad_norm: 6.8663 2020-07-26 11:03:33,831 - mmaction - INFO - Epoch [50][600/3757] lr: 1.000e-04, eta: 0:32:26, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9125, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.8306 2020-07-26 11:03:45,950 - mmaction - INFO - Epoch [50][620/3757] lr: 1.000e-04, eta: 0:32:13, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9844, loss: 0.9844, grad_norm: 6.6150 2020-07-26 11:03:58,048 - mmaction - INFO - Epoch [50][640/3757] lr: 1.000e-04, eta: 0:32:01, time: 0.604, data_time: 0.002, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9273, loss_cls: 0.9667, loss: 0.9667, grad_norm: 6.8244 2020-07-26 11:04:11,251 - mmaction - INFO - Epoch [50][660/3757] lr: 1.000e-04, eta: 0:31:49, time: 0.658, data_time: 0.051, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9632, loss: 0.9632, grad_norm: 6.7316 2020-07-26 11:04:23,511 - mmaction - INFO - Epoch [50][680/3757] lr: 1.000e-04, eta: 0:31:36, time: 0.615, data_time: 0.008, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9584, loss: 0.9584, grad_norm: 6.7289 2020-07-26 11:04:35,930 - mmaction - INFO - Epoch [50][700/3757] lr: 1.000e-04, eta: 0:31:24, time: 0.618, data_time: 0.006, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9078, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.7789 2020-07-26 11:04:48,189 - mmaction - INFO - Epoch [50][720/3757] lr: 1.000e-04, eta: 0:31:12, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8953, loss_cls: 1.0487, loss: 1.0487, grad_norm: 6.8741 2020-07-26 11:05:00,448 - mmaction - INFO - Epoch [50][740/3757] lr: 1.000e-04, eta: 0:30:59, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9141, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.8468 2020-07-26 11:05:12,542 - mmaction - INFO - Epoch [50][760/3757] lr: 1.000e-04, eta: 0:30:47, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9086, loss_cls: 1.0242, loss: 1.0242, grad_norm: 6.8956 2020-07-26 11:05:24,781 - mmaction - INFO - Epoch [50][780/3757] lr: 1.000e-04, eta: 0:30:35, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7828, top5_acc: 0.9273, loss_cls: 0.8391, loss: 0.8391, grad_norm: 6.4349 2020-07-26 11:05:37,022 - mmaction - INFO - Epoch [50][800/3757] lr: 1.000e-04, eta: 0:30:22, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9364, loss: 0.9364, grad_norm: 6.5374 2020-07-26 11:05:49,220 - mmaction - INFO - Epoch [50][820/3757] lr: 1.000e-04, eta: 0:30:10, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9078, loss_cls: 1.0057, loss: 1.0057, grad_norm: 6.8180 2020-07-26 11:06:01,626 - mmaction - INFO - Epoch [50][840/3757] lr: 1.000e-04, eta: 0:29:58, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9031, loss_cls: 1.0266, loss: 1.0266, grad_norm: 6.7085 2020-07-26 11:06:13,682 - mmaction - INFO - Epoch [50][860/3757] lr: 1.000e-04, eta: 0:29:46, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9141, loss_cls: 0.9956, loss: 0.9956, grad_norm: 7.2439 2020-07-26 11:06:25,721 - mmaction - INFO - Epoch [50][880/3757] lr: 1.000e-04, eta: 0:29:33, time: 0.601, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0464, loss: 1.0464, grad_norm: 7.0271 2020-07-26 11:06:37,970 - mmaction - INFO - Epoch [50][900/3757] lr: 1.000e-04, eta: 0:29:21, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7695, top5_acc: 0.9172, loss_cls: 0.9034, loss: 0.9034, grad_norm: 6.4429 2020-07-26 11:06:50,210 - mmaction - INFO - Epoch [50][920/3757] lr: 1.000e-04, eta: 0:29:09, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9016, loss_cls: 1.0107, loss: 1.0107, grad_norm: 6.8965 2020-07-26 11:07:02,415 - mmaction - INFO - Epoch [50][940/3757] lr: 1.000e-04, eta: 0:28:56, time: 0.611, data_time: 0.003, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9070, loss_cls: 0.9831, loss: 0.9831, grad_norm: 6.6154 2020-07-26 11:07:14,552 - mmaction - INFO - Epoch [50][960/3757] lr: 1.000e-04, eta: 0:28:44, time: 0.603, data_time: 0.004, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 0.9480, loss: 0.9480, grad_norm: 6.5615 2020-07-26 11:07:26,741 - mmaction - INFO - Epoch [50][980/3757] lr: 1.000e-04, eta: 0:28:32, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9117, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.5490 2020-07-26 11:07:38,995 - mmaction - INFO - Epoch [50][1000/3757] lr: 1.000e-04, eta: 0:28:19, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9102, loss_cls: 1.0544, loss: 1.0544, grad_norm: 6.9606 2020-07-26 11:07:51,163 - mmaction - INFO - Epoch [50][1020/3757] lr: 1.000e-04, eta: 0:28:07, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.9195, loss_cls: 0.9960, loss: 0.9960, grad_norm: 6.9276 2020-07-26 11:08:03,378 - mmaction - INFO - Epoch [50][1040/3757] lr: 1.000e-04, eta: 0:27:55, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0117, loss: 1.0117, grad_norm: 6.8464 2020-07-26 11:08:15,459 - mmaction - INFO - Epoch [50][1060/3757] lr: 1.000e-04, eta: 0:27:42, time: 0.605, data_time: 0.003, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9156, loss_cls: 0.9455, loss: 0.9455, grad_norm: 6.7870 2020-07-26 11:08:27,754 - mmaction - INFO - Epoch [50][1080/3757] lr: 1.000e-04, eta: 0:27:30, time: 0.610, data_time: 0.006, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9187, loss_cls: 0.9054, loss: 0.9054, grad_norm: 6.4489 2020-07-26 11:08:39,922 - mmaction - INFO - Epoch [50][1100/3757] lr: 1.000e-04, eta: 0:27:18, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9187, loss_cls: 0.9657, loss: 0.9657, grad_norm: 6.9147 2020-07-26 11:08:52,209 - mmaction - INFO - Epoch [50][1120/3757] lr: 1.000e-04, eta: 0:27:05, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9180, loss_cls: 0.9377, loss: 0.9377, grad_norm: 6.4302 2020-07-26 11:09:04,438 - mmaction - INFO - Epoch [50][1140/3757] lr: 1.000e-04, eta: 0:26:53, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9203, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.9564 2020-07-26 11:09:16,744 - mmaction - INFO - Epoch [50][1160/3757] lr: 1.000e-04, eta: 0:26:41, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9334, loss: 0.9334, grad_norm: 6.7371 2020-07-26 11:09:28,881 - mmaction - INFO - Epoch [50][1180/3757] lr: 1.000e-04, eta: 0:26:28, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9909, loss: 0.9909, grad_norm: 6.8613 2020-07-26 11:09:41,146 - mmaction - INFO - Epoch [50][1200/3757] lr: 1.000e-04, eta: 0:26:16, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.8738 2020-07-26 11:09:53,339 - mmaction - INFO - Epoch [50][1220/3757] lr: 1.000e-04, eta: 0:26:04, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9234, loss_cls: 0.9426, loss: 0.9426, grad_norm: 6.5138 2020-07-26 11:10:05,669 - mmaction - INFO - Epoch [50][1240/3757] lr: 1.000e-04, eta: 0:25:51, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.6950 2020-07-26 11:10:17,856 - mmaction - INFO - Epoch [50][1260/3757] lr: 1.000e-04, eta: 0:25:39, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 0.9911, loss: 0.9911, grad_norm: 6.8521 2020-07-26 11:10:30,212 - mmaction - INFO - Epoch [50][1280/3757] lr: 1.000e-04, eta: 0:25:27, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9062, loss_cls: 0.9613, loss: 0.9613, grad_norm: 6.5743 2020-07-26 11:10:42,408 - mmaction - INFO - Epoch [50][1300/3757] lr: 1.000e-04, eta: 0:25:14, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9211, loss_cls: 0.9168, loss: 0.9168, grad_norm: 6.3651 2020-07-26 11:10:54,836 - mmaction - INFO - Epoch [50][1320/3757] lr: 1.000e-04, eta: 0:25:02, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 0.9880, loss: 0.9880, grad_norm: 6.7458 2020-07-26 11:11:06,879 - mmaction - INFO - Epoch [50][1340/3757] lr: 1.000e-04, eta: 0:24:50, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9242, loss_cls: 0.9071, loss: 0.9071, grad_norm: 6.7316 2020-07-26 11:11:19,225 - mmaction - INFO - Epoch [50][1360/3757] lr: 1.000e-04, eta: 0:24:37, time: 0.618, data_time: 0.005, memory: 7079, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9930, loss: 0.9930, grad_norm: 6.7841 2020-07-26 11:11:31,664 - mmaction - INFO - Epoch [50][1380/3757] lr: 1.000e-04, eta: 0:24:25, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9133, loss_cls: 0.9611, loss: 0.9611, grad_norm: 6.8084 2020-07-26 11:11:43,946 - mmaction - INFO - Epoch [50][1400/3757] lr: 1.000e-04, eta: 0:24:13, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9016, loss_cls: 1.0502, loss: 1.0502, grad_norm: 6.9328 2020-07-26 11:11:56,048 - mmaction - INFO - Epoch [50][1420/3757] lr: 1.000e-04, eta: 0:24:00, time: 0.605, data_time: 0.002, memory: 7079, top1_acc: 0.7758, top5_acc: 0.9219, loss_cls: 0.9058, loss: 0.9058, grad_norm: 6.4222 2020-07-26 11:12:08,393 - mmaction - INFO - Epoch [50][1440/3757] lr: 1.000e-04, eta: 0:23:48, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.9340, loss: 0.9340, grad_norm: 6.5318 2020-07-26 11:12:20,475 - mmaction - INFO - Epoch [50][1460/3757] lr: 1.000e-04, eta: 0:23:36, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 1.0034, loss: 1.0034, grad_norm: 6.7116 2020-07-26 11:12:32,841 - mmaction - INFO - Epoch [50][1480/3757] lr: 1.000e-04, eta: 0:23:23, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9242, loss_cls: 0.9521, loss: 0.9521, grad_norm: 6.7171 2020-07-26 11:12:45,078 - mmaction - INFO - Epoch [50][1500/3757] lr: 1.000e-04, eta: 0:23:11, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9109, loss_cls: 1.0239, loss: 1.0239, grad_norm: 6.8302 2020-07-26 11:12:57,297 - mmaction - INFO - Epoch [50][1520/3757] lr: 1.000e-04, eta: 0:22:59, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.9154, loss: 0.9154, grad_norm: 6.5470 2020-07-26 11:13:09,440 - mmaction - INFO - Epoch [50][1540/3757] lr: 1.000e-04, eta: 0:22:46, time: 0.611, data_time: 0.008, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 1.0011, loss: 1.0011, grad_norm: 7.0402 2020-07-26 11:13:21,786 - mmaction - INFO - Epoch [50][1560/3757] lr: 1.000e-04, eta: 0:22:34, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9039, loss_cls: 1.0747, loss: 1.0747, grad_norm: 6.9400 2020-07-26 11:13:33,846 - mmaction - INFO - Epoch [50][1580/3757] lr: 1.000e-04, eta: 0:22:22, time: 0.604, data_time: 0.003, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9653, loss: 0.9653, grad_norm: 6.5772 2020-07-26 11:13:46,120 - mmaction - INFO - Epoch [50][1600/3757] lr: 1.000e-04, eta: 0:22:09, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9658, loss: 0.9658, grad_norm: 6.7527 2020-07-26 11:13:58,178 - mmaction - INFO - Epoch [50][1620/3757] lr: 1.000e-04, eta: 0:21:57, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9219, loss_cls: 0.9246, loss: 0.9246, grad_norm: 6.6348 2020-07-26 11:14:10,488 - mmaction - INFO - Epoch [50][1640/3757] lr: 1.000e-04, eta: 0:21:45, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9808, loss: 0.9808, grad_norm: 6.6954 2020-07-26 11:14:22,684 - mmaction - INFO - Epoch [50][1660/3757] lr: 1.000e-04, eta: 0:21:32, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9133, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.8231 2020-07-26 11:14:34,910 - mmaction - INFO - Epoch [50][1680/3757] lr: 1.000e-04, eta: 0:21:20, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.9703 2020-07-26 11:14:47,101 - mmaction - INFO - Epoch [50][1700/3757] lr: 1.000e-04, eta: 0:21:08, time: 0.612, data_time: 0.007, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9031, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.8504 2020-07-26 11:14:59,498 - mmaction - INFO - Epoch [50][1720/3757] lr: 1.000e-04, eta: 0:20:55, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9133, loss_cls: 0.9910, loss: 0.9910, grad_norm: 6.8388 2020-07-26 11:15:11,586 - mmaction - INFO - Epoch [50][1740/3757] lr: 1.000e-04, eta: 0:20:43, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9542, loss: 0.9542, grad_norm: 7.2496 2020-07-26 11:15:23,587 - mmaction - INFO - Epoch [50][1760/3757] lr: 1.000e-04, eta: 0:20:31, time: 0.600, data_time: 0.003, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9234, loss_cls: 0.8994, loss: 0.8994, grad_norm: 6.5788 2020-07-26 11:15:35,784 - mmaction - INFO - Epoch [50][1780/3757] lr: 1.000e-04, eta: 0:20:18, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9148, loss_cls: 0.9823, loss: 0.9823, grad_norm: 6.7241 2020-07-26 11:15:48,013 - mmaction - INFO - Epoch [50][1800/3757] lr: 1.000e-04, eta: 0:20:06, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 0.9546, loss: 0.9546, grad_norm: 6.7379 2020-07-26 11:16:00,894 - mmaction - INFO - Epoch [50][1820/3757] lr: 1.000e-04, eta: 0:19:54, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9219, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.7002 2020-07-26 11:16:13,163 - mmaction - INFO - Epoch [50][1840/3757] lr: 1.000e-04, eta: 0:19:41, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9172, loss_cls: 0.9793, loss: 0.9793, grad_norm: 6.7934 2020-07-26 11:16:25,189 - mmaction - INFO - Epoch [50][1860/3757] lr: 1.000e-04, eta: 0:19:29, time: 0.600, data_time: 0.006, memory: 7079, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8658, loss: 0.8658, grad_norm: 6.2347 2020-07-26 11:16:37,583 - mmaction - INFO - Epoch [50][1880/3757] lr: 1.000e-04, eta: 0:19:17, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.7789, top5_acc: 0.9281, loss_cls: 0.9069, loss: 0.9069, grad_norm: 6.6469 2020-07-26 11:16:49,702 - mmaction - INFO - Epoch [50][1900/3757] lr: 1.000e-04, eta: 0:19:04, time: 0.601, data_time: 0.007, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9062, loss_cls: 0.9724, loss: 0.9724, grad_norm: 6.6687 2020-07-26 11:17:01,776 - mmaction - INFO - Epoch [50][1920/3757] lr: 1.000e-04, eta: 0:18:52, time: 0.609, data_time: 0.009, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9117, loss_cls: 0.9315, loss: 0.9315, grad_norm: 6.3792 2020-07-26 11:17:14,212 - mmaction - INFO - Epoch [50][1940/3757] lr: 1.000e-04, eta: 0:18:40, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9746, loss: 0.9746, grad_norm: 6.6229 2020-07-26 11:17:26,349 - mmaction - INFO - Epoch [50][1960/3757] lr: 1.000e-04, eta: 0:18:27, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7547, top5_acc: 0.9102, loss_cls: 0.9775, loss: 0.9775, grad_norm: 6.7902 2020-07-26 11:17:38,603 - mmaction - INFO - Epoch [50][1980/3757] lr: 1.000e-04, eta: 0:18:15, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9164, loss_cls: 0.9526, loss: 0.9526, grad_norm: 6.8547 2020-07-26 11:17:50,591 - mmaction - INFO - Epoch [50][2000/3757] lr: 1.000e-04, eta: 0:18:03, time: 0.605, data_time: 0.008, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 0.9580, loss: 0.9580, grad_norm: 6.7304 2020-07-26 11:18:02,847 - mmaction - INFO - Epoch [50][2020/3757] lr: 1.000e-04, eta: 0:17:50, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7414, top5_acc: 0.9039, loss_cls: 1.0297, loss: 1.0297, grad_norm: 6.8618 2020-07-26 11:18:14,993 - mmaction - INFO - Epoch [50][2040/3757] lr: 1.000e-04, eta: 0:17:38, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9133, loss_cls: 0.8778, loss: 0.8778, grad_norm: 6.5162 2020-07-26 11:18:27,242 - mmaction - INFO - Epoch [50][2060/3757] lr: 1.000e-04, eta: 0:17:26, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9156, loss_cls: 0.9720, loss: 0.9720, grad_norm: 6.6622 2020-07-26 11:18:39,293 - mmaction - INFO - Epoch [50][2080/3757] lr: 1.000e-04, eta: 0:17:13, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9148, loss_cls: 0.9525, loss: 0.9525, grad_norm: 6.6471 2020-07-26 11:18:51,478 - mmaction - INFO - Epoch [50][2100/3757] lr: 1.000e-04, eta: 0:17:01, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.8391 2020-07-26 11:19:03,687 - mmaction - INFO - Epoch [50][2120/3757] lr: 1.000e-04, eta: 0:16:49, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9195, loss_cls: 0.9505, loss: 0.9505, grad_norm: 6.7220 2020-07-26 11:19:16,001 - mmaction - INFO - Epoch [50][2140/3757] lr: 1.000e-04, eta: 0:16:36, time: 0.618, data_time: 0.009, memory: 7079, top1_acc: 0.7680, top5_acc: 0.9125, loss_cls: 0.9489, loss: 0.9489, grad_norm: 6.7337 2020-07-26 11:19:28,447 - mmaction - INFO - Epoch [50][2160/3757] lr: 1.000e-04, eta: 0:16:24, time: 0.620, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9078, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.8400 2020-07-26 11:19:40,584 - mmaction - INFO - Epoch [50][2180/3757] lr: 1.000e-04, eta: 0:16:12, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7758, top5_acc: 0.9156, loss_cls: 0.9179, loss: 0.9179, grad_norm: 6.5919 2020-07-26 11:19:52,907 - mmaction - INFO - Epoch [50][2200/3757] lr: 1.000e-04, eta: 0:15:59, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 0.9575, loss: 0.9575, grad_norm: 6.5687 2020-07-26 11:20:05,117 - mmaction - INFO - Epoch [50][2220/3757] lr: 1.000e-04, eta: 0:15:47, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7727, top5_acc: 0.9133, loss_cls: 0.9139, loss: 0.9139, grad_norm: 6.4899 2020-07-26 11:20:17,470 - mmaction - INFO - Epoch [50][2240/3757] lr: 1.000e-04, eta: 0:15:35, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9164, loss_cls: 0.9579, loss: 0.9579, grad_norm: 6.7925 2020-07-26 11:20:29,789 - mmaction - INFO - Epoch [50][2260/3757] lr: 1.000e-04, eta: 0:15:22, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9580, loss: 0.9580, grad_norm: 6.7357 2020-07-26 11:20:42,017 - mmaction - INFO - Epoch [50][2280/3757] lr: 1.000e-04, eta: 0:15:10, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 1.0435, loss: 1.0435, grad_norm: 7.0454 2020-07-26 11:20:54,332 - mmaction - INFO - Epoch [50][2300/3757] lr: 1.000e-04, eta: 0:14:58, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9148, loss_cls: 0.9935, loss: 0.9935, grad_norm: 6.8452 2020-07-26 11:21:06,486 - mmaction - INFO - Epoch [50][2320/3757] lr: 1.000e-04, eta: 0:14:45, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9031, loss_cls: 1.0099, loss: 1.0099, grad_norm: 6.8048 2020-07-26 11:21:18,665 - mmaction - INFO - Epoch [50][2340/3757] lr: 1.000e-04, eta: 0:14:33, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9102, loss_cls: 0.9565, loss: 0.9565, grad_norm: 6.5932 2020-07-26 11:21:31,391 - mmaction - INFO - Epoch [50][2360/3757] lr: 1.000e-04, eta: 0:14:21, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.7609, top5_acc: 0.9234, loss_cls: 0.9012, loss: 0.9012, grad_norm: 6.6193 2020-07-26 11:21:43,566 - mmaction - INFO - Epoch [50][2380/3757] lr: 1.000e-04, eta: 0:14:08, time: 0.609, data_time: 0.006, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9203, loss_cls: 0.9247, loss: 0.9247, grad_norm: 6.6355 2020-07-26 11:21:55,734 - mmaction - INFO - Epoch [50][2400/3757] lr: 1.000e-04, eta: 0:13:56, time: 0.606, data_time: 0.006, memory: 7079, top1_acc: 0.7805, top5_acc: 0.9266, loss_cls: 0.8325, loss: 0.8325, grad_norm: 6.3633 2020-07-26 11:22:07,858 - mmaction - INFO - Epoch [50][2420/3757] lr: 1.000e-04, eta: 0:13:44, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9765, loss: 0.9765, grad_norm: 6.9055 2020-07-26 11:22:20,048 - mmaction - INFO - Epoch [50][2440/3757] lr: 1.000e-04, eta: 0:13:31, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9164, loss_cls: 0.9130, loss: 0.9130, grad_norm: 6.5494 2020-07-26 11:22:32,256 - mmaction - INFO - Epoch [50][2460/3757] lr: 1.000e-04, eta: 0:13:19, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 0.9914, loss: 0.9914, grad_norm: 6.6868 2020-07-26 11:22:44,586 - mmaction - INFO - Epoch [50][2480/3757] lr: 1.000e-04, eta: 0:13:07, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9031, loss_cls: 1.0054, loss: 1.0054, grad_norm: 6.7139 2020-07-26 11:22:56,856 - mmaction - INFO - Epoch [50][2500/3757] lr: 1.000e-04, eta: 0:12:54, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8914, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.9644 2020-07-26 11:23:09,109 - mmaction - INFO - Epoch [50][2520/3757] lr: 1.000e-04, eta: 0:12:42, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7523, top5_acc: 0.9211, loss_cls: 0.9814, loss: 0.9814, grad_norm: 6.8577 2020-07-26 11:23:21,272 - mmaction - INFO - Epoch [50][2540/3757] lr: 1.000e-04, eta: 0:12:30, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9156, loss_cls: 0.9659, loss: 0.9659, grad_norm: 6.7145 2020-07-26 11:23:33,593 - mmaction - INFO - Epoch [50][2560/3757] lr: 1.000e-04, eta: 0:12:17, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9148, loss_cls: 1.0013, loss: 1.0013, grad_norm: 6.7970 2020-07-26 11:23:45,765 - mmaction - INFO - Epoch [50][2580/3757] lr: 1.000e-04, eta: 0:12:05, time: 0.609, data_time: 0.004, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 1.0020, loss: 1.0020, grad_norm: 6.9423 2020-07-26 11:23:58,036 - mmaction - INFO - Epoch [50][2600/3757] lr: 1.000e-04, eta: 0:11:53, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 0.9469, loss: 0.9469, grad_norm: 6.5446 2020-07-26 11:24:10,281 - mmaction - INFO - Epoch [50][2620/3757] lr: 1.000e-04, eta: 0:11:40, time: 0.615, data_time: 0.007, memory: 7079, top1_acc: 0.7742, top5_acc: 0.9219, loss_cls: 0.8938, loss: 0.8938, grad_norm: 6.5897 2020-07-26 11:24:22,554 - mmaction - INFO - Epoch [50][2640/3757] lr: 1.000e-04, eta: 0:11:28, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7727, top5_acc: 0.9133, loss_cls: 0.9388, loss: 0.9388, grad_norm: 6.7172 2020-07-26 11:24:34,651 - mmaction - INFO - Epoch [50][2660/3757] lr: 1.000e-04, eta: 0:11:16, time: 0.605, data_time: 0.004, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 0.9876, loss: 0.9876, grad_norm: 6.8201 2020-07-26 11:24:46,932 - mmaction - INFO - Epoch [50][2680/3757] lr: 1.000e-04, eta: 0:11:03, time: 0.611, data_time: 0.006, memory: 7079, top1_acc: 0.7617, top5_acc: 0.9141, loss_cls: 0.9496, loss: 0.9496, grad_norm: 6.6793 2020-07-26 11:24:59,207 - mmaction - INFO - Epoch [50][2700/3757] lr: 1.000e-04, eta: 0:10:51, time: 0.616, data_time: 0.008, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 0.9889, loss: 0.9889, grad_norm: 6.8240 2020-07-26 11:25:11,546 - mmaction - INFO - Epoch [50][2720/3757] lr: 1.000e-04, eta: 0:10:39, time: 0.613, data_time: 0.005, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9109, loss_cls: 0.9972, loss: 0.9972, grad_norm: 6.7734 2020-07-26 11:25:23,798 - mmaction - INFO - Epoch [50][2740/3757] lr: 1.000e-04, eta: 0:10:26, time: 0.617, data_time: 0.007, memory: 7079, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 0.9922, loss: 0.9922, grad_norm: 6.7442 2020-07-26 11:25:36,122 - mmaction - INFO - Epoch [50][2760/3757] lr: 1.000e-04, eta: 0:10:14, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7648, top5_acc: 0.9250, loss_cls: 0.9286, loss: 0.9286, grad_norm: 6.7913 2020-07-26 11:25:48,192 - mmaction - INFO - Epoch [50][2780/3757] lr: 1.000e-04, eta: 0:10:02, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9031, loss_cls: 0.9659, loss: 0.9659, grad_norm: 6.4895 2020-07-26 11:26:00,289 - mmaction - INFO - Epoch [50][2800/3757] lr: 1.000e-04, eta: 0:09:49, time: 0.603, data_time: 0.006, memory: 7079, top1_acc: 0.7773, top5_acc: 0.9234, loss_cls: 0.8564, loss: 0.8564, grad_norm: 6.2696 2020-07-26 11:26:12,385 - mmaction - INFO - Epoch [50][2820/3757] lr: 1.000e-04, eta: 0:09:37, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0207, loss: 1.0207, grad_norm: 7.0104 2020-07-26 11:26:24,639 - mmaction - INFO - Epoch [50][2840/3757] lr: 1.000e-04, eta: 0:09:25, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7586, top5_acc: 0.9172, loss_cls: 0.9576, loss: 0.9576, grad_norm: 6.6615 2020-07-26 11:26:36,847 - mmaction - INFO - Epoch [50][2860/3757] lr: 1.000e-04, eta: 0:09:12, time: 0.611, data_time: 0.004, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9070, loss_cls: 0.9829, loss: 0.9829, grad_norm: 6.7849 2020-07-26 11:26:49,107 - mmaction - INFO - Epoch [50][2880/3757] lr: 1.000e-04, eta: 0:09:00, time: 0.611, data_time: 0.005, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9141, loss_cls: 0.9490, loss: 0.9490, grad_norm: 6.4825 2020-07-26 11:27:01,200 - mmaction - INFO - Epoch [50][2900/3757] lr: 1.000e-04, eta: 0:08:48, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.7847 2020-07-26 11:27:13,403 - mmaction - INFO - Epoch [50][2920/3757] lr: 1.000e-04, eta: 0:08:35, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7469, top5_acc: 0.9211, loss_cls: 0.9494, loss: 0.9494, grad_norm: 6.6256 2020-07-26 11:27:25,498 - mmaction - INFO - Epoch [50][2940/3757] lr: 1.000e-04, eta: 0:08:23, time: 0.607, data_time: 0.007, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9320, loss_cls: 0.8858, loss: 0.8858, grad_norm: 6.4759 2020-07-26 11:27:37,602 - mmaction - INFO - Epoch [50][2960/3757] lr: 1.000e-04, eta: 0:08:11, time: 0.604, data_time: 0.005, memory: 7079, top1_acc: 0.7734, top5_acc: 0.9078, loss_cls: 0.9432, loss: 0.9432, grad_norm: 6.6150 2020-07-26 11:27:49,894 - mmaction - INFO - Epoch [50][2980/3757] lr: 1.000e-04, eta: 0:07:58, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9109, loss_cls: 0.9575, loss: 0.9575, grad_norm: 6.5368 2020-07-26 11:28:02,025 - mmaction - INFO - Epoch [50][3000/3757] lr: 1.000e-04, eta: 0:07:46, time: 0.608, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 0.9987, loss: 0.9987, grad_norm: 6.6545 2020-07-26 11:28:14,321 - mmaction - INFO - Epoch [50][3020/3757] lr: 1.000e-04, eta: 0:07:34, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9250, loss_cls: 0.8999, loss: 0.8999, grad_norm: 6.5468 2020-07-26 11:28:26,406 - mmaction - INFO - Epoch [50][3040/3757] lr: 1.000e-04, eta: 0:07:21, time: 0.604, data_time: 0.004, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9180, loss_cls: 0.9340, loss: 0.9340, grad_norm: 6.5903 2020-07-26 11:28:38,673 - mmaction - INFO - Epoch [50][3060/3757] lr: 1.000e-04, eta: 0:07:09, time: 0.613, data_time: 0.007, memory: 7079, top1_acc: 0.7430, top5_acc: 0.9172, loss_cls: 0.9797, loss: 0.9797, grad_norm: 6.8884 2020-07-26 11:28:50,872 - mmaction - INFO - Epoch [50][3080/3757] lr: 1.000e-04, eta: 0:06:57, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7539, top5_acc: 0.8969, loss_cls: 1.0093, loss: 1.0093, grad_norm: 6.7071 2020-07-26 11:29:03,103 - mmaction - INFO - Epoch [50][3100/3757] lr: 1.000e-04, eta: 0:06:45, time: 0.610, data_time: 0.005, memory: 7079, top1_acc: 0.7570, top5_acc: 0.9141, loss_cls: 0.9597, loss: 0.9597, grad_norm: 6.6388 2020-07-26 11:29:15,143 - mmaction - INFO - Epoch [50][3120/3757] lr: 1.000e-04, eta: 0:06:32, time: 0.603, data_time: 0.005, memory: 7079, top1_acc: 0.7539, top5_acc: 0.8945, loss_cls: 1.0231, loss: 1.0231, grad_norm: 7.0841 2020-07-26 11:29:27,471 - mmaction - INFO - Epoch [50][3140/3757] lr: 1.000e-04, eta: 0:06:20, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7727, top5_acc: 0.9133, loss_cls: 0.9491, loss: 0.9491, grad_norm: 6.6162 2020-07-26 11:29:39,560 - mmaction - INFO - Epoch [50][3160/3757] lr: 1.000e-04, eta: 0:06:08, time: 0.608, data_time: 0.008, memory: 7079, top1_acc: 0.7602, top5_acc: 0.9242, loss_cls: 0.8783, loss: 0.8783, grad_norm: 6.2908 2020-07-26 11:29:51,819 - mmaction - INFO - Epoch [50][3180/3757] lr: 1.000e-04, eta: 0:05:55, time: 0.612, data_time: 0.008, memory: 7079, top1_acc: 0.7641, top5_acc: 0.9062, loss_cls: 0.9534, loss: 0.9534, grad_norm: 6.4915 2020-07-26 11:30:03,928 - mmaction - INFO - Epoch [50][3200/3757] lr: 1.000e-04, eta: 0:05:43, time: 0.608, data_time: 0.004, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9016, loss_cls: 1.0561, loss: 1.0561, grad_norm: 7.1280 2020-07-26 11:30:16,355 - mmaction - INFO - Epoch [50][3220/3757] lr: 1.000e-04, eta: 0:05:31, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9203, loss_cls: 0.9112, loss: 0.9112, grad_norm: 6.5259 2020-07-26 11:30:28,945 - mmaction - INFO - Epoch [50][3240/3757] lr: 1.000e-04, eta: 0:05:18, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.9070, loss: 0.9070, grad_norm: 6.4936 2020-07-26 11:30:41,239 - mmaction - INFO - Epoch [50][3260/3757] lr: 1.000e-04, eta: 0:05:06, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9449, loss: 0.9449, grad_norm: 6.7608 2020-07-26 11:30:53,378 - mmaction - INFO - Epoch [50][3280/3757] lr: 1.000e-04, eta: 0:04:54, time: 0.610, data_time: 0.008, memory: 7079, top1_acc: 0.7555, top5_acc: 0.9211, loss_cls: 0.9452, loss: 0.9452, grad_norm: 6.6102 2020-07-26 11:31:05,634 - mmaction - INFO - Epoch [50][3300/3757] lr: 1.000e-04, eta: 0:04:41, time: 0.608, data_time: 0.005, memory: 7079, top1_acc: 0.7492, top5_acc: 0.9047, loss_cls: 1.0002, loss: 1.0002, grad_norm: 6.7666 2020-07-26 11:31:17,811 - mmaction - INFO - Epoch [50][3320/3757] lr: 1.000e-04, eta: 0:04:29, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9164, loss_cls: 0.9849, loss: 0.9849, grad_norm: 6.9372 2020-07-26 11:31:30,032 - mmaction - INFO - Epoch [50][3340/3757] lr: 1.000e-04, eta: 0:04:17, time: 0.609, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.9125, loss_cls: 1.0039, loss: 1.0039, grad_norm: 6.8726 2020-07-26 11:31:42,164 - mmaction - INFO - Epoch [50][3360/3757] lr: 1.000e-04, eta: 0:04:04, time: 0.609, data_time: 0.007, memory: 7079, top1_acc: 0.7656, top5_acc: 0.9234, loss_cls: 0.8972, loss: 0.8972, grad_norm: 6.4380 2020-07-26 11:31:54,366 - mmaction - INFO - Epoch [50][3380/3757] lr: 1.000e-04, eta: 0:03:52, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9133, loss_cls: 0.9670, loss: 0.9670, grad_norm: 6.6689 2020-07-26 11:32:06,498 - mmaction - INFO - Epoch [50][3400/3757] lr: 1.000e-04, eta: 0:03:40, time: 0.610, data_time: 0.009, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9109, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.8128 2020-07-26 11:32:18,865 - mmaction - INFO - Epoch [50][3420/3757] lr: 1.000e-04, eta: 0:03:27, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.7625, top5_acc: 0.9141, loss_cls: 0.9275, loss: 0.9275, grad_norm: 6.5218 2020-07-26 11:32:31,038 - mmaction - INFO - Epoch [50][3440/3757] lr: 1.000e-04, eta: 0:03:15, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9219, loss_cls: 0.9247, loss: 0.9247, grad_norm: 6.7526 2020-07-26 11:32:43,216 - mmaction - INFO - Epoch [50][3460/3757] lr: 1.000e-04, eta: 0:03:03, time: 0.607, data_time: 0.006, memory: 7079, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9089, loss: 0.9089, grad_norm: 6.6315 2020-07-26 11:32:55,294 - mmaction - INFO - Epoch [50][3480/3757] lr: 1.000e-04, eta: 0:02:50, time: 0.606, data_time: 0.007, memory: 7079, top1_acc: 0.7633, top5_acc: 0.9078, loss_cls: 0.9511, loss: 0.9511, grad_norm: 6.5976 2020-07-26 11:33:07,506 - mmaction - INFO - Epoch [50][3500/3757] lr: 1.000e-04, eta: 0:02:38, time: 0.605, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.9016, loss_cls: 1.0045, loss: 1.0045, grad_norm: 6.8538 2020-07-26 11:33:19,770 - mmaction - INFO - Epoch [50][3520/3757] lr: 1.000e-04, eta: 0:02:26, time: 0.618, data_time: 0.008, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 0.9592, loss: 0.9592, grad_norm: 6.5454 2020-07-26 11:33:32,069 - mmaction - INFO - Epoch [50][3540/3757] lr: 1.000e-04, eta: 0:02:13, time: 0.610, data_time: 0.007, memory: 7079, top1_acc: 0.7484, top5_acc: 0.9172, loss_cls: 0.9698, loss: 0.9698, grad_norm: 6.8001 2020-07-26 11:33:44,237 - mmaction - INFO - Epoch [50][3560/3757] lr: 1.000e-04, eta: 0:02:01, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9102, loss_cls: 0.9768, loss: 0.9768, grad_norm: 6.7636 2020-07-26 11:33:56,575 - mmaction - INFO - Epoch [50][3580/3757] lr: 1.000e-04, eta: 0:01:49, time: 0.612, data_time: 0.005, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9000, loss_cls: 0.9930, loss: 0.9930, grad_norm: 6.7279 2020-07-26 11:34:08,773 - mmaction - INFO - Epoch [50][3600/3757] lr: 1.000e-04, eta: 0:01:36, time: 0.614, data_time: 0.008, memory: 7079, top1_acc: 0.7711, top5_acc: 0.9133, loss_cls: 0.9329, loss: 0.9329, grad_norm: 6.5182 2020-07-26 11:34:20,924 - mmaction - INFO - Epoch [50][3620/3757] lr: 1.000e-04, eta: 0:01:24, time: 0.602, data_time: 0.004, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9180, loss_cls: 0.9571, loss: 0.9571, grad_norm: 6.7917 2020-07-26 11:34:33,096 - mmaction - INFO - Epoch [50][3640/3757] lr: 1.000e-04, eta: 0:01:12, time: 0.614, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.9172, loss_cls: 0.9566, loss: 0.9566, grad_norm: 6.8415 2020-07-26 11:34:45,281 - mmaction - INFO - Epoch [50][3660/3757] lr: 1.000e-04, eta: 0:00:59, time: 0.608, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.9164, loss_cls: 0.9962, loss: 0.9962, grad_norm: 7.0731 2020-07-26 11:34:57,404 - mmaction - INFO - Epoch [50][3680/3757] lr: 1.000e-04, eta: 0:00:47, time: 0.607, data_time: 0.003, memory: 7079, top1_acc: 0.7578, top5_acc: 0.9086, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.7152 2020-07-26 11:35:09,763 - mmaction - INFO - Epoch [50][3700/3757] lr: 1.000e-04, eta: 0:00:35, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.7516, top5_acc: 0.9148, loss_cls: 0.9743, loss: 0.9743, grad_norm: 6.8068 2020-07-26 11:35:21,796 - mmaction - INFO - Epoch [50][3720/3757] lr: 1.000e-04, eta: 0:00:22, time: 0.607, data_time: 0.008, memory: 7079, top1_acc: 0.7672, top5_acc: 0.9125, loss_cls: 0.9497, loss: 0.9497, grad_norm: 6.7518 2020-07-26 11:35:34,019 - mmaction - INFO - Epoch [50][3740/3757] lr: 1.000e-04, eta: 0:00:10, time: 0.609, data_time: 0.005, memory: 7079, top1_acc: 0.7477, top5_acc: 0.9031, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.7283 2020-07-26 11:35:44,398 - mmaction - INFO - Saving checkpoint at 50 epochs